FROM ubuntu:latest

WORKDIR /ium

RUN apt update && apt install -y python3-pip unzip

RUN pip3 install --user kaggle
RUN echo "export PATH=\"\$HOME/.local/bin:\$PATH\"" >> ~/.bashrc

RUN pip3 install --user pandas
RUN pip3 install --user numpy
RUN pip3 install --user sklearn

COPY ./download_dataset.sh ./
COPY ./process_data.py ./

RUN chmod u+x ./download_dataset.sh ./process_data.py