FROM ubuntu:latest

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

RUN pip install --upgrade pip

RUN pip install --user kaggle \
    && pip install --user pandas \
    && pip install --user tensorflow==2.12.0 \
    && pip install --user scikit-learn \
    && pip install --user matplotlib \
    && pip install --user keras \
    && pip install --user numpy \
    && pip install --user opencv-python \
    && pip install --user sacred \
    && pip install --user pymongo

RUN echo 'export PATH="/root/.local/bin:$PATH"' >> ~/.bashrc
#ENV PATH="/root/.local/bin:${PATH}"
    
RUN mkdir /app

WORKDIR /app

COPY . /app/

# uruchomienie skryptow
# RUN python3.10 ./DL-model.py
# CMD python3.10 ./DL-model.py