48 lines
1.3 KiB
Groovy
48 lines
1.3 KiB
Groovy
node {
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def img
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stage("Properties"){
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properties([
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pipelineTriggers([
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pollSCM(''),
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[$class: 'GogsTrigger']
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])
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])
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}
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stage("Checkout"){
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git 'https://git.wmi.amu.edu.pl/tzietkiewicz/ium-helloworld.git'
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}
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stage('Environment') { // for display purposes
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img = docker.build('ium-helloworld')
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}
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img.inside('-v /tmp/mlruns:/tmp/mlruns -v /mlruns:/mlruns ') {
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stage("Kaggle"){
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withCredentials([usernamePassword(credentialsId: '53ff19bf-dbb7-4275-a609-634b57fe0627', passwordVariable: 'KAGGLE_KEY', usernameVariable: 'KAGGLE_USERNAME')]) {
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sh 'echo KAGGLE_USERNAME: $KAGGLE_USERNAME'
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sh 'kaggle datasets list'
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}
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}
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// stage('MLflow') {
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// sh 'ls -l /tmp/mlruns'
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// sh 'ls -l /mlruns'
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// sh 'python3 ./train.py'
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// sh 'ls -l /tmp/mlruns'
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// sh 'ls -l /mlruns'
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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 '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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}
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}
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}
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}
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