FROM ubuntu:latest

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

WORKDIR /app

COPY ./data_expl.py ./
COPY ./googleplaystore.csv ./
COPY ./nn_train.py ./

RUN pip3 install pandas
RUN pip3 install numpy
RUN pip3 install matplotlib
RUN pip3 install tensorflow
RUN pip3 install keras
RUN pip3 install sklearn
RUN pip3 install pymongo
RUN pip3 install sacred
RUN pip3 install mlflow
RUN pip3 install torch
RUN pip3 install dvc[ssh] paramiko

CMD python3 data_expl.py
CMD python3 nn_train.py