FROM ubuntu:latest
# Install required dependencies
RUN apt update
RUN apt-get update
RUN apt install -y figlet
RUN export PATH=”$PATH:/usr/local/bin/python”
RUN apt install python3-pip -y
RUN apt install unzip -y
RUN pip3 install --upgrade pip
RUN pip3 install --upgrade Pillow
RUN pip3 install pandas
RUN pip3 install scikit-learn
RUN pip3 install matplotlib
RUN pip3 install jovian
RUN pip3 install torch
RUN pip3 install seaborn
RUN pip3 install torchvision


# COPY ./script.sh ./
COPY ./runTrain.sh ./runTrain.sh 

# RUN chmod a+x ./script.sh
# Create app directory in image
WORKDIR /app
COPY ./winequality-red.csv ./
# Copy init dataset script to /app directory in image
COPY ./pytorch/pytorch.py ./

# Script executed after docker run
# CMD python3 ./pytorch.py
COPY ./runTrain.sh ./
RUN chmod a+x  ./runTrain.sh
RUN ./runTrain.sh