ium_444354/Dockerfile

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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
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RUN pip3 install --upgrade pip
RUN pip3 install --upgrade Pillow
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RUN pip3 install kaggle
RUN pip3 install pandas
RUN pip3 install scikit-learn
RUN pip3 install matplotlib
RUN mkdir ~/.kaggle/
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COPY ./script.sh ./
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RUN chmod a+x ./script.sh
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# Create app directory in image
WORKDIR /app
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COPY ./winequality-red.csv ./
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# Copy init dataset script to /app directory in image
COPY ./data_processing.py ./
# Download kaggle dataset
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#RUN kaggle datasets download -d uciml/red-wine-quality-cortez-et-al-2009
#RUN unzip -o red-wine-quality-cortez-et-al-2009.zip
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# Script executed after docker run
CMD python3 ./data_processing.py