53 lines
1.3 KiB
Docker
53 lines
1.3 KiB
Docker
FROM ubuntu:latest
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RUN apt-get update && \
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apt-get install -y python3.10 python3-pip && \
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pip3 install --upgrade pip
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RUN pip3 install kaggle
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RUN pip3 install pandas
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RUN pip3 install scikit-learn
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RUN pip3 install tensorflow==2.12.*
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RUN pip3 install torch torchvision
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#RUN pip install torch==1.8.0+cpu torchvision==0.9.0+cpu torchaudio==0.8.0 -f https://download.pytorch.org/whl/torch_stable.html
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RUN pip3 install pickle5
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RUN pip3 install sacred
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RUN pip3 install pymongo
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RUN pip3 install dvc[ssh] paramiko
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RUN mkdir -p ~/miniconda3
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RUN apt-get install -y wget
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RUN wget https://repo.anaconda.com/miniconda/Miniconda3-latest-Linux-x86_64.sh -O ~/miniconda3/miniconda.sh
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RUN bash ~/miniconda3/miniconda.sh -b -u -p ~/miniconda3
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RUN rm -rf ~/miniconda3/miniconda.sh
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RUN ~/miniconda3/bin/conda init bash
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RUN exec bash
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RUN conda install -c conda-forge dvc-ssh
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RUN apt install libssl3 libffi7
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RUN dvc remote add -f -d ium_ssh_remote ssh://ium-sftp@tzietkiewicz.vm.wmi.amu.edu.pl
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RUN dvc remote list
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RUN dvc remote modify --local ium_ssh_remote password IUM@2021
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RUN dvc push
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#RUN apt install python3.10-venv -y
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#RUN python3 -m venv docker_ium
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COPY . /app
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WORKDIR /app
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#RUN python3 -m pip install pandas
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#RUN pip3 install tensorflow==2.12.*
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