FROM ubuntu:20.04

RUN apt update >>/dev/null

RUN apt install -y python3-pip >>/dev/null

WORKDIR /app

COPY . ./

RUN chmod +x run.sh

RUN pip3 install kaggle
RUN pip3 install sklearn
RUN pip3 install pandas
RUN pip3 install seaborn
RUN pip3 install matplotlib
RUN pip3 install --no-cache-dir tensorflow
RUN pip3 install sacred
RUN pip3 install pymongo
RUN pip3 install mlflow

CMD ./run.sh