ium_487187/JenkinsfileDL
Jakub Zaręba d8c24f4511 s
2023-05-11 00:02:14 +02:00

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pipeline {
agent {
docker {
image 'python:3.11'
args '-v /root/.cache:/root/.cache -u root'
}
}
environment {
PATH = "/path/to/your/python/bin:${env.PATH}"
SACRED_IGNORE_GIT = 'TRUE'
}
parameters {
string(name: 'EPOCHS', defaultValue: '10', description: 'Liczba Epok')
}
stages {
stage('Przygotuj') {
steps {
sh 'python -m pip install pandas tensorflow scikit-learn imbalanced-learn sacred pymongo mlflow'
}
}
stage('Pobierz dane') {
steps {
script {
copyArtifacts(projectName: 's487187-create-dataset', fingerprintArtifacts: true)
}
}
}
stage('Trenuj model') {
steps {
script {
sh 'mlflow run . -P epochs=$EPOCHS'
}
}
}
stage('Zarchiwizuj model') {
steps {
sh '''
mkdir -p model
cp -r mlruns/* model/
'''
archiveArtifacts artifacts: 'model/**', fingerprint: true
}
}
}
}