46 lines
999 B
Docker
46 lines
999 B
Docker
FROM ubuntu:latest
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RUN apt-get update -y
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RUN apt update
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RUN apt-get update
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RUN apt install -y figlet
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RUN export PATH=”$PATH:/usr/local/bin/python”
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RUN apt install python3-pip -y
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RUN apt install unzip -y
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RUN pip3 install kaggle
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RUN pip3 install pandas
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RUN pip3 install torch
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RUN pip3 install sklearn
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RUN pip3 install matplotlib
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RUN pip3 install sacred
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RUN pip3 install numpy
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RUN pip3 install wheel --no-deps -U
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RUN pip3 install GitPython
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RUN pip3 install pymongo
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RUN pip3 install mlflow
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RUN pip3 install fastai
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RUN apt-get install unzip
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RUN pip3 install dvc
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ARG CUTOFF
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ENV CUTOFF=${CUTOFF}
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RUN mkdir ~/.kaggle/
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RUN echo '{"username":"kgirejko","key":"51854c15661583860a60db232a7026f0"}' > ~/.kaggle/kaggle.json
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WORKDIR /app
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COPY ./skrypt.sh ./
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COPY ./skrypt_stats.sh ./
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COPY DL.py .
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COPY train-sacred.py .
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COPY train-mlflow.py .
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COPY evaluation.py .
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COPY data.csv .
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CMD ./skrypt.sh
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RUN pip3 install dvc[ssh] paramiko
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RUN apt install -y sshpass openssh-client
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RUN useradd -r -u 111 jenkins
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