ium_z487183/Lab4.dockerfile

FROM ubuntu:latest

RUN apt-get update
RUN apt-get install -y python3 python3-pip unzip
RUN pip install pandas
RUN pip install scikit-learn
RUN pip install kaggle
RUN pip install keras
RUN pip install tensorflow
RUN apt-get install -y git
RUN pip install sacred
RUN pip install pymongo

ARG DEBIAN_FRONTEND=noninteractive

ADD get-data.sh /get-data.sh
ADD prepare-stats.sh /prepare-stats.sh
ADD prepare_dataset.py /prepare_dataset.py
ADD property_model.py /property_model.py
ADD predict_values.py /predict_values.py

RUN mkdir /.kaggle
RUN touch /.kaggle/kaggle.json
RUN chmod 777 /.kaggle/kaggle.json