FROM ubuntu:latest

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

RUN pip install kaggle pandas scikit-learn tensorflow

WORKDIR /app

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

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