Better email notifications, trigger training job after create-dataset, add params to training
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Jenkinsfile
vendored
11
Jenkinsfile
vendored
@ -26,8 +26,6 @@ pipeline{
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steps{
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withEnv(["CUTOFF=${params.CUTOFF}"]) {
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sh "chmod 777 ./script.sh"
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}
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}}
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stage('Archive artifacts'){
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@ -35,7 +33,12 @@ pipeline{
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archiveArtifacts 'test.csv'
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archiveArtifacts 'dev.csv'
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archiveArtifacts 'train.csv'
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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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build job: 's430705-training/master', parameters: [string(name: 'epochs', defaultValue:'300'), string(name: 'BUILD_SELECTOR', defaultValue: lastSuccessful()]
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}
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}
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}
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@ -5,15 +5,18 @@ pipeline {
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defaultSelector: lastSuccessful(),
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description: 'Which build to use for copying artifacts',
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name: 'BUILD_SELECTOR')
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string(
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defaultValue: '300',
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description: 'Number of epochs.',
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name: 'epochs',
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trim: false
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}
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stages {
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stage('copyArtifacts') {
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steps {
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copyArtifacts fingerprintArtifacts: true, projectName: 's430705-create-dataset', selector: buildParameter('BUILD_SELECTOR')
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sh 'python3 lab06_training.py'
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sh 'ls -l'
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sh 'pwd'
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sh 'python3 lab06_training.py $epochs'
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}
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}
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@ -22,12 +25,22 @@ pipeline {
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archiveArtifacts 'model_movies/**'
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}
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}
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stage('Send notification'){
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steps{
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emailext body: currentBuild.result ?: 'SUCCESS +1 YEA',
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subject: 's43705',
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}
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post {
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success {
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emailtext body: 'SUCCESS',
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subject: 's430705',
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to: '26ab8f35.uam.onmicrosoft.com@emea.teams.ms'
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}
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}
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unstable {
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emailtext body: 'UNSTABLE', subject: 's430705', to: '26ab8f35.uam.onmicrosoft.com@emea.teams.ms'
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}
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failure {
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emailtext body: 'FAILURE', subject: 's430705', to: '26ab8f35.uam.onmicrosoft.com@emea.teams.ms'
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}
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changed {
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emailtext body: 'CHANGED', subject: 's430705', to: '26ab8f35.uam.onmicrosoft.com@emea.teams.ms'
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}
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}
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}
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@ -1,3 +1,4 @@
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import sys
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import string
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import pandas as pd
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from sklearn.model_selection import train_test_split
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@ -36,6 +37,7 @@ model.compile(optimizer="adam", loss="mse")
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early_stop = EarlyStopping(monitor="val_loss", mode="min", verbose=1, patience=10)
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epochs = int(sys.argv[1]) if len(sys.argv) > 1 else 300
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model.fit(
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x=X_train.values,
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