ium_407409/Dockerfile

FROM ubuntu:latest

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

RUN pip3 install pandas
RUN pip3 install kaggle
RUN pip3 install scikit-learn
RUN pip3 install numpy
RUN pip3 install tensorflow

RUN ln -s ~/.local/bin/kaggle /usr/bin/kaggle
ENV KAGGLE_USERNAME="grzegorzgapiski"
ENV KAGGLE_KEY=""

WORKDIR /app

COPY ./data_preparation.py ./

COPY ./2019-european-parliament-election-in-poland-data ./

COPY model_train.py /app/model_train.py

COPY model_test.py /app/model_test.py

CMD ./data_preparation.py

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

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