Zaktualizuj 'Jenkinsfile'
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16
Jenkinsfile
vendored
16
Jenkinsfile
vendored
@ -16,15 +16,25 @@ node {
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stage('Environment') { // for display purposes
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stage('Environment') { // for display purposes
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img = docker.build('ium-helloworld')
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img = docker.build('ium-helloworld')
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}
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}
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img.inside('-v /tmp/mlruns:/tmp/mlruns -v /mlruns:/mlruns ') {
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stage('Train') {
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stage('MLflow') {
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img.inside('-v /tmp/mlruns:/tmp/mlruns -v /mlruns:/mlruns ') {
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sh 'ls -l /tmp/mlruns'
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sh 'ls -l /tmp/mlruns'
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sh 'ls -l /mlruns'
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sh 'ls -l /mlruns'
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sh 'python3 ./train.py'
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sh 'python3 ./train.py'
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sh 'ls -l /tmp/mlruns'
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sh 'ls -l /tmp/mlruns'
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sh 'ls -l /mlruns'
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sh 'ls -l /mlruns'
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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 "dvc init"
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sh "dvc remote add -d ium_ssh_remote ssh://ium-sftp@tzietkiewicz.vm.wmi.amu.edu.pl/ium-sftp"
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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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}
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}
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}
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}
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}
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}
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