ium_464906/Dockerfile

FROM ubuntu:latest

RUN apt-get update && apt-get install -y python3-pip unzip coreutils python3-venv

WORKDIR /app

COPY ./data_processing.sh ./
COPY ./OrangeQualityData.csv ./
COPY ./orange_quality_model_tf.h5 ./
COPY ./predictions_tf.json ./

RUN python3 -m venv venv
RUN /bin/bash -c "source venv/bin/activate"

RUN pip install --upgrade pip
RUN pip install tensorflow

RUN apt-get install -y python3-sklearn

CMD ["python3", "data_processing.sh"]