ium_487187/JenkinsfileDL

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pipeline {
agent {
docker {
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image 'python:3.11'
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args '-v /root/.cache:/root/.cache -u root'
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}
}
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environment {
SACRED_IGNORE_GIT = 'TRUE'
}
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parameters {
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string(name: 'EPOCHS', defaultValue: '10', description: 'Liczba Epok')
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}
stages {
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stage('Preparation') {
steps {
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sh 'pip install pandas tensorflow scikit-learn imbalanced-learn sacred pymongo'
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}
}
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stage('Pobierz dane') {
steps {
script {
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copyArtifacts(projectName: 's487187-create-dataset', fingerprintArtifacts: true)
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}
}
}
stage('Trenuj model') {
steps {
script {
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sh "python3 train.py" //--epochs $EPOCHS
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}
}
}
stage('Zarchiwizuj model') {
steps {
archiveArtifacts artifacts: 'model.h5', fingerprint: true
}
}
}
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}