Add dvc yaml solution lab10
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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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docker {
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image 's434804/ium:0.5'
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args '-v /tmp/mlruns:/tmp/mlruns -v /mlruns:/mlruns '
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}
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}
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stages{
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stage('checkout: Check out from version control'){
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steps{
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checkout([$class: 'GitSCM', branches: [[name: '*/master']], doGenerateSubmoduleConfigurations: false, extensions: [], submoduleCfg: [], userRemoteConfigs: [[credentialsId: '3e2b5ea1-7a08-4418-892b-c562315036a4', url: 'https://git.wmi.amu.edu.pl/s430705/ium_430705']]])
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}
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}
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stage("DVC"){
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withCredentials([sshUserPrivateKey(credentialsId: '48ac7004-216e-4260-abba-1fe5db753e18', keyFileVariable: 'IUM_SFTP_KEY')]) {
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sh 'pip install dvc'
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sh 'pip install dvc[ssh] paramiko'
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sh 'ssh ium-sftp@tzietkiewicz.vm.wmi.amu.edu.pl -i $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 pull"
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sh "dvc reproduce"
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}
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}
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}
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