ium_407409/Jenkinsfile6_1

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pipeline {
agent {
docker {
image 'python:3.11'
args '-v /root/.cache:/root/.cache -u root -v /tmp/mlruns:/tmp/mlruns -v /mlruns:/mlruns'
}
}
parameters {
string(name: 'EPOCHS', defaultValue: '10', description: 'Liczba Epok')
}
stages {
stage('Przygotowanie) {
steps {
sh 'pip install pandas tensorflow numpy scikit-learn mlflow'
}
}
stage('Pobierz dane') {
steps {
script {
copyArtifacts(projectName: 's407409-create-dataset', fingerprintArtifacts: true)
}
}
}
stage('Trenuj model') {
steps {
script {
sh "python3 model_train.py"
}
}
}
stage('Zarchiwizuj model') {
steps {
archiveArtifacts artifacts: 'model_election.h5', fingerprint: true
}
}
}
}