2024-04-02 20:34:21 +02:00
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FROM ubuntu:latest
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2024-05-26 13:59:07 +02:00
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RUN apt-get update && apt-get install -y python3-pip unzip coreutils
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2024-05-26 13:59:05 +02:00
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2024-05-26 13:59:07 +02:00
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RUN pip install --user kaggle pandas scikit-learn tensorflow
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2024-04-02 20:34:21 +02:00
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WORKDIR /app
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COPY ./data_processing.sh ./
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2024-04-30 10:49:32 +02:00
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COPY ./OrangeQualityData.csv ./
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2024-05-26 13:59:07 +02:00
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COPY ./orange_quality_model_tf.h5 ./
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COPY ./predictions_tf.json ./
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2024-04-30 10:49:32 +02:00
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2024-05-26 13:59:07 +02:00
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CMD ["python3", "data_processing.sh"]
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