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Add dvc yaml solution lab10

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michalzareba 2021-06-12 17:54:38 +02:00
parent 2f3f855df0
commit 0bd905830a
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pipeline{
agent {
docker {
image 's434804/ium:0.5'
args '-v /tmp/mlruns:/tmp/mlruns -v /mlruns:/mlruns '
}
}
stages{
stage('checkout: Check out from version control'){
steps{
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']]])
}
}
stage("DVC"){
withCredentials([sshUserPrivateKey(credentialsId: '48ac7004-216e-4260-abba-1fe5db753e18', keyFileVariable: 'IUM_SFTP_KEY')]) {
sh 'pip install dvc'
sh 'pip install dvc[ssh] paramiko'
sh 'ssh ium-sftp@tzietkiewicz.vm.wmi.amu.edu.pl -i $IUM_SFTP_KEY'
sh 'dvc remote modify --local ium_ssh_remote keyfile $IUM_SFTP_KEY'
sh "dvc pull"
sh "dvc reproduce"
}
}
}