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update jenkinsfile_train-sacred
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This commit is contained in:
Maciej Czajka 2022-05-09 23:04:55 +02:00
parent 095ff8116b
commit 632a70bd26
1 changed files with 24 additions and 10 deletions
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Jenkinsfile_train-sacred
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@ -1,12 +1,12 @@
pipeline { pipeline {
agent { agent {
docker { dockerfile {
image 'maciejczajka' additionalBuildArgs "--build-arg KAGGLE_USERNAME=${params.KAGGLE_USERNAME} --build-arg KAGGLE_KEY=${params.KAGGLE_KEY} --build-arg CUTOFF=${params.CUTOFF} -t maciejczajka"
} }
} }
parameters { parameters {
string( string(
defaultValue: '100', defaultValue: '1000',
description: 'Number of epochs', description: 'Number of epochs',
name: 'EPOCHS', name: 'EPOCHS',
trim: false trim: false
@ -16,13 +16,27 @@ pipeline {
stage('Script'){ stage('Script'){
steps { steps {
copyArtifacts filter: '*', projectName: 's444356-create-dataset' copyArtifacts filter: '*', projectName: 's444356-create-dataset'
sh "python Biblioteka_DL/dllib-mlflow.py -e $EPOCHS" sh 'python Biblioteka_DL/dllib-sacred.py with "epochs=$EPOCHS"'
archiveArtifacts artifacts: 'games_model.pkl' sh 'ls my_res'
sh 'ls -al' sh 'cp -r my_res res'
sh 'cat MLProject' archiveArtifacts artifacts: 'games_model.pkl, res/**/*.*'
sh 'ls mlruns' sh 'rm -r my_res'
archiveArtifacts artifacts: 'mlruns/**' sh 'rm -r res'
} }
} }
} }
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'
}
}
} }