update jenkinsfile_train-sacred
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parent
095ff8116b
commit
632a70bd26
@ -1,12 +1,12 @@
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pipeline {
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pipeline {
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agent {
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agent {
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docker {
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dockerfile {
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image 'maciejczajka'
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additionalBuildArgs "--build-arg KAGGLE_USERNAME=${params.KAGGLE_USERNAME} --build-arg KAGGLE_KEY=${params.KAGGLE_KEY} --build-arg CUTOFF=${params.CUTOFF} -t maciejczajka"
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}
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}
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}
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}
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parameters {
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parameters {
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string(
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string(
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defaultValue: '100',
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defaultValue: '1000',
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description: 'Number of epochs',
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description: 'Number of epochs',
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name: 'EPOCHS',
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name: 'EPOCHS',
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trim: false
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trim: false
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@ -16,13 +16,27 @@ pipeline {
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stage('Script'){
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stage('Script'){
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steps {
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steps {
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copyArtifacts filter: '*', projectName: 's444356-create-dataset'
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copyArtifacts filter: '*', projectName: 's444356-create-dataset'
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sh "python Biblioteka_DL/dllib-mlflow.py -e $EPOCHS"
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sh 'python Biblioteka_DL/dllib-sacred.py with "epochs=$EPOCHS"'
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archiveArtifacts artifacts: 'games_model.pkl'
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sh 'ls my_res'
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sh 'ls -al'
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sh 'cp -r my_res res'
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sh 'cat MLProject'
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archiveArtifacts artifacts: 'games_model.pkl, res/**/*.*'
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sh 'ls mlruns'
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sh 'rm -r my_res'
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archiveArtifacts artifacts: 'mlruns/**'
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sh 'rm -r res'
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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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post {
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success {
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emailext body: 'SUCCESS', subject: 's444356-training', to: 'e19191c5.uam.onmicrosoft.com@emea.teams.ms'
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}
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failure {
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emailext body: 'FAILURE', subject: 's444356-training', to: 'e19191c5.uam.onmicrosoft.com@emea.teams.ms'
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}
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unstable {
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emailext body: 'UNSTABLE', subject: 's444356-training', to: 'e19191c5.uam.onmicrosoft.com@emea.teams.ms'
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}
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changed {
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emailext body: 'CHANGED', subject: 's444356-training', to: 'e19191c5.uam.onmicrosoft.com@emea.teams.ms'
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}
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}
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}
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}
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