Zad 10. DVC - Jenkinsfile_dvc and Dockerfile
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Jenkinsfile_dvc
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Jenkinsfile_dvc
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pipeline {
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agent {
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dockerfile{
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dir 'dvc'
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}
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}
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stages {
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stage('checkout'){
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steps{
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checkout([$class: 'GitSCM', branches: [[name: '*/master']], extensions: [], userRemoteConfigs: [[credentialsId: 's470623', url: 'https://git.wmi.amu.edu.pl/s470623/ium_470623.git']]])
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}
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}
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stage("DVC"){
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steps {
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withCredentials([sshUserPrivateKey(credentialsId: '48ac7004-216e-4260-abba-1fe5db753e18', keyFileVariable: 'IUM_SFTP_KEY')]) {
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sh 'dvc remote modify --local ium_ssh_remote keyfile $IUM_SFTP_KEY'
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sh 'dvc remote modify --local ium_ssh_remote password IUM@2021'
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sh 'dvc remote list'
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sh 'cat .dvc/config'
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sh 'cat .dvc/config.local'
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sh 'dvc pull'
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sh 'dvc reproduce'
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sh 'ls -al'
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}
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}
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}
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}
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}
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dvc/Dockerfile
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dvc/Dockerfile
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FROM ubuntu:latest
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RUN apt update && apt install -y python3-pip
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RUN apt install -y unzip python3
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RUN apt install -y sshpass openssh-client
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RUN pip3 install pandas numpy sklearn tensorflow matplotlib
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RUN pip3 install dvc
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RUN pip3 install dvc[ssh] paramiko
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WORKDIR /ium
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RUN useradd -r -u 111 jenkins
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#CMD ./download_dataset.sh
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#CMD python3 process_dataset.py
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#CMD ./stats.sh
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