add Dockefile and edit jenkinsfile
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6
Dockerfile
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6
Dockerfile
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FROM python:latest
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RUN apt-get update && apt-get install -y
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RUN pip install pandas
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RUN pip install scikit-learn
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46
JenkinsFile
46
JenkinsFile
@ -1,34 +1,50 @@
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pipeline {
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agent any
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//Definijuemy parametry, które będzie można podać podczas wywoływania zadania
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parameters{
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string(
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defaultValue: '0',
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defaultValue: '500',
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description: 'CUTOFF',
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name: 'CUTOFF',
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trim: false
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)
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}
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stages {
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stage('Clone repository') {
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stage('clear_all') {
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steps {
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git 'https://git.wmi.amu.edu.pl/s444439/ium_z444439'
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//Wypisz wartość parametru w konsoli (To nie jest polecenie bash, tylko groovy!)
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sh 'rm -rf *'
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}
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}
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stage('Run shell script') {
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stage('Build') {
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steps {
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sh 'mkdir -p dataset'
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sh 'curl -o dataset/adult.data https://archive.ics.uci.edu/ml/machine-learning-databases/adult/adult.data'
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sh 'sed -i "s/ //g" dataset/adult.data'
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sh 'cut -d"," -f1,3-5,9-10,13 dataset/adult.data > dataset/processed_data.csv'
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sh 'python script.py'
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}
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}
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}
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sh 'git clone https://git.wmi.amu.edu.pl/s444439/ium_z444439'
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// Run the maven build
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sh 'curl -O https://archive.ics.uci.edu/ml/machine-learning-databases/adult/adult.data'
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sh 'sed -i "1i\\age,workclass,fnlwgt,education,education-num,marital-status,occupation,relationship,race,sex,capital-gain,capital-loss,hours-per-week,native-country,income" adult.data'
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sh 'mv adult.data adult.csv'
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sh 'ls -a'
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sh 'ls -a ./ium_z444439'
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post {
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always {
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archiveArtifacts 'results/*'
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}
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}
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stage('Docker') {
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agent {
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dockerfile {
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filename 'Dockerfile'
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dir 'ium_z444439'
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reuseNode true
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}
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}
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steps {
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sh 'ls -a'
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sh 'python ./ium_z444439/create-dataset.py'
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archiveArtifacts 'X_test.csv'
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archiveArtifacts 'X_dev.csv'
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archiveArtifacts 'X_train.csv'
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}
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}
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}
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}
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