FROM ubuntu:latest

RUN apt-get update && \
    apt-get install -y python3.10 python3-pip && \
    pip3 install --upgrade pip

RUN pip3 install kaggle
RUN pip3 install pandas
RUN pip3 install scikit-learn
RUN pip3 install tensorflow==2.12.*
RUN pip3 install torch torchvision
#RUN pip install torch==1.8.0+cpu torchvision==0.9.0+cpu torchaudio==0.8.0 -f https://download.pytorch.org/whl/torch_stable.html
RUN pip3 install pickle5
RUN pip3 install sacred
RUN pip3 install pymongo

RUN pip3 install dvc[ssh] paramiko

RUN mkdir -p ~/miniconda3

RUN apt-get install -y wget

RUN wget https://repo.anaconda.com/miniconda/Miniconda3-latest-Linux-x86_64.sh -O ~/miniconda3/miniconda.sh
RUN bash ~/miniconda3/miniconda.sh -b -u -p ~/miniconda3
RUN rm -rf ~/miniconda3/miniconda.sh



RUN ~/miniconda3/bin/conda init bash



RUN ~/miniconda3/bin/conda install -c conda-forge dvc-ssh

RUN apt install libssl3 libffi7
RUN dvc remote add -f -d ium_ssh_remote ssh://ium-sftp@tzietkiewicz.vm.wmi.amu.edu.pl
RUN dvc remote list
RUN dvc remote modify --local ium_ssh_remote password IUM@2021
RUN dvc push
#RUN apt install python3.10-venv -y
#RUN python3 -m venv docker_ium



COPY . /app
WORKDIR /app

#RUN python3 -m pip install pandas
 
#RUN pip3 install tensorflow==2.12.*