2024-04-02 20:34:21 +02:00
|
|
|
FROM ubuntu:latest
|
|
|
|
|
|
2024-05-26 13:50:20 +02:00
|
|
|
RUN apt-get update && apt-get install -y python3-pip unzip coreutils python3-venv
|
2024-04-02 20:34:21 +02:00
|
|
|
|
|
|
|
|
WORKDIR /app
|
|
|
|
|
|
|
|
|
|
COPY ./data_processing.sh ./
|
2024-04-30 10:49:32 +02:00
|
|
|
COPY ./OrangeQualityData.csv ./
|
2024-05-26 13:45:44 +02:00
|
|
|
COPY ./orange_quality_model_tf.h5 ./
|
|
|
|
|
COPY ./predictions_tf.json ./
|
2024-04-30 10:49:32 +02:00
|
|
|
|
2024-05-26 13:50:20 +02:00
|
|
|
RUN python3 -m venv venv
|
|
|
|
|
RUN /bin/bash -c "source venv/bin/activate"
|
|
|
|
|
|
2024-05-26 13:59:04 +02:00
|
|
|
RUN apt-get install -y python3-pandas python3-scikit-learn python3-tensorflow
|
2024-05-26 13:50:20 +02:00
|
|
|
|
2024-05-26 13:45:44 +02:00
|
|
|
CMD ["python3", "data_processing.sh"]
|
