ium-helloworld/Jenkinsfile
Tomasz af2c3ae5d4
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Uncommented MLFLow
2023-04-20 10:48:46 +02:00

47 lines
1.2 KiB
Groovy

node {
def img
stage("Properties"){
properties([
pipelineTriggers([
pollSCM(''),
[$class: 'GogsTrigger']
])
])
}
stage("Checkout"){
git 'https://git.wmi.amu.edu.pl/tzietkiewicz/ium-helloworld.git'
}
stage('Environment') { // for display purposes
img = docker.build('ium-helloworld')
}
img.inside('-v /tmp/mlruns:/tmp/mlruns -v /mlruns:/mlruns ') {
// stage("Kaggle"){
// withCredentials([usernamePassword(credentialsId: '53ff19bf-dbb7-4275-a609-634b57fe0627', passwordVariable: 'KAGGLE_KEY', usernameVariable: 'KAGGLE_USERNAME')]) {
// sh 'echo KAGGLE_USERNAME: $KAGGLE_USERNAME'
// sh 'kaggle datasets list'
// }
// }
stage('MLflow') {
sh 'ls -l /tmp/mlruns'
sh 'ls -l /mlruns'
sh 'python3 ./train.py'
sh 'ls -l /tmp/mlruns'
sh 'ls -l /mlruns'
}
stage("DVC"){
withCredentials([sshUserPrivateKey(credentialsId: '48ac7004-216e-4260-abba-1fe5db753e18', keyFileVariable: 'IUM_SFTP_KEY')]) {
sh 'dvc remote modify --local ium_ssh_remote keyfile $IUM_SFTP_KEY'
sh "dvc pull"
}
}
}
}