FROM ubuntu:focal

RUN apt update

RUN apt install -y python3 python3-pip
# RUN pip3 install kaggle
# RUN pip3 install pandas
# RUN pip3 install tensorflow
# RUN pip3 install scikit-learn
# RUN pip3 install pandas
# RUN apt install -y unzip

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

WORKDIR /app

COPY ./requirements.txt ./
COPY ./avocado-preprocessing.py ./
COPY ./avocado-training.py ./
COPY ./avocado-evaluation.py ./
COPY ./sacred-training.py ./

RUN chmod +x ./requirements.txt
RUN chmod +x ./avocado-preprocessing.py 
RUN chmod +x ./avocado-training.py
RUN chmod +x ./avocado-evaluation.py
RUN chmod +x ./sacred-training.py

RUN pip3 install -r ./requirements.txt
# CMD python3 avocado-preprocessing.py
# CMD python3 avocado-training.py

# COPY ./avocado-preprocessing.sh ./
# RUN chmod +x avocado-preprocessing.sh
# CMD ./avocado-preprocessing.sh