ium_444356/Jenkinsfile_train-sacred

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pipeline {
agent {
dockerfile {
additionalBuildArgs "--build-arg KAGGLE_USERNAME=${params.KAGGLE_USERNAME} --build-arg KAGGLE_KEY=${params.KAGGLE_KEY} --build-arg CUTOFF=${params.CUTOFF} -t maciejczajka"
}
}
parameters {
string(
defaultValue: '1000',
description: 'Number of epochs',
name: 'EPOCHS',
trim: false
)
}
stages {
stage('Script'){
steps {
copyArtifacts filter: '*', projectName: 's444356-create-dataset'
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sh 'python Biblioteka_DL/dllib-sacred.py with "epochs=$EPOCHS"'
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sh 'ls my_res'
sh 'cp my_res/_sources/dllib* source_code.py'
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sh 'cp my_res/2/config.json configuration.json'
sh 'cp my_res/2/info.json param.json'
sh 'cp my_res/2/games_model.pkl model.pkl'
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archiveArtifacts artifacts: 'games_model.pkl, source_code.py, configuration.json, param.json, model.pkl'
sh 'rm -r my_res'
build job: 's444356-evaluation/master/'
}
}
}
post {
success {
emailext body: 'SUCCESS', subject: 's444356-training', to: 'e19191c5.uam.onmicrosoft.com@emea.teams.ms'
}
failure {
emailext body: 'FAILURE', subject: 's444356-training', to: 'e19191c5.uam.onmicrosoft.com@emea.teams.ms'
}
unstable {
emailext body: 'UNSTABLE', subject: 's444356-training', to: 'e19191c5.uam.onmicrosoft.com@emea.teams.ms'
}
changed {
emailext body: 'CHANGED', subject: 's444356-training', to: 'e19191c5.uam.onmicrosoft.com@emea.teams.ms'
}
}
}