FROM ubuntu:20.04

RUN apt update && apt install -y python3 && apt install -y nano

RUN apt update && apt install python3-pip -y
RUN pip3 install kaggle && pip3 install pandas && pip3 install scikit-learn && pip3 install matplotlib
RUN pip3 install torch torchvision torchaudio
RUN apt install -y curl
RUN pip3 install --user wget
RUN pip3 install sacred && pip3 install GitPython && pip3 install pymongo
RUN pip3 install dvc
RUN pip3 install 'dvc[ssh]' paramiko



WORKDIR /app

# Skopiujmy nasz skrypt do katalogu /app w kontenerze
COPY ./skrypt_download.py ./
COPY ./skrypt_stat.py ./
COPY ./IUM_05.py ./
COPY ./training.py ./
COPY ./mongoObserver.py ./
COPY ./fileObserver.py ./
COPY ./fileObserver.py ./
COPY ./train_10.py ./
COPY ./split_10.py ./

RUN mkdir /.kaggle
RUN chmod -R 777 /.kaggle