2024-04-02 20:34:21 +02:00
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FROM ubuntu:latest
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2024-05-26 12:42:18 +02:00
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RUN apt-get update && apt-get install -y \
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python3-pip \
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unzip \
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coreutils
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2024-04-02 20:34:21 +02:00
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2024-05-26 12:53:57 +02:00
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RUN pip3 install 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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2024-05-26 12:42:18 +02:00
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COPY ./model.py ./
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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 12:42:18 +02:00
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COPY ./requirements.txt ./
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2024-04-30 10:49:32 +02:00
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2024-05-26 12:53:57 +02:00
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RUN pip3 install -r requirements.txt
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2024-05-26 12:42:18 +02:00
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CMD ["python3", "model.py"]
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