FROM ubuntu ARG KAGGLE_USERNAME ARG KAGGLE_KEY ARG CUTOFF ENV CUTOFF=${CUTOFF:-260000} ENV IS_DOCKER=True WORKDIR /app COPY ./download_data.sh calc_stats.sh ./ COPY ./clean_and_split_data.py calc_stats.py ./ COPY ./train_model.py ./ COPY ./evaluate.py ./ RUN apt-get update && apt-get install -y python3-pip unzip && rm -rf /var/lib/apt/lists/* RUN export PATH="$PATH:/root/.local/bin" RUN pip3 install kaggle pandas scikit-learn tensorflow keras matplotlib numpy sacred RUN mkdir /.kaggle && chmod o+w /.kaggle