24 lines
626 B
Docker
24 lines
626 B
Docker
FROM ubuntu
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ARG KAGGLE_USERNAME
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ARG KAGGLE_KEY
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ARG CUTOFF
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ENV CUTOFF=${CUTOFF:-260000}
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ENV IS_DOCKER=True
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WORKDIR /app
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COPY ./download_data.sh calc_stats.sh ./
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COPY ./clean_and_split_data.py calc_stats.py ./
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COPY ./train_model.py ./train_model_mlflow.py ./
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COPY ./evaluate.py ./
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RUN apt-get update && apt-get install -y python3-pip unzip sshpass openssh-client && rm -rf /var/lib/apt/lists/*
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RUN export PATH="$PATH:/root/.local/bin"
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RUN pip3 install kaggle pandas scikit-learn tensorflow keras matplotlib numpy sacred mlflow dvc dvc[ssh] paramiko
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RUN mkdir /.kaggle && chmod o+w /.kaggle
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RUN useradd -r -u 111 jenkins
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