30 lines
649 B
Docker
30 lines
649 B
Docker
# Inherit from some existing image
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FROM ubuntu:latest
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# Create the /app directory
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WORKDIR /app
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# Install required dependencies
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COPY ./requirements.txt .
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RUN apt-get update && \
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apt-get install -y python3.8 python3-pip figlet unzip
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RUN pip3 install -r requirements.txt
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ARG KAGGLE_USERNAME
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ARG KAGGLE_KEY
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# Copy scripts to the catalog
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COPY ./scripts/. /
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# * For local (Jenkins) processing
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# COPY ./kaggle.json /root/.kaggle/kaggle.json
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# Run the copied script
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RUN chmod +x /load_data.sh
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RUN /load_data.sh
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RUN chmod +x /grab_avocado.py
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RUN python3 /grab_avocado.py
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# Run the model and train it
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RUN chmod +x /model.py
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RUN python3 /model.py |