From 7cc806ba75774c333792202a4141ece7a2b1bd58 Mon Sep 17 00:00:00 2001
From: Mateusz <matpiw1@st.amu.edu.pl>
Date: Mon, 1 Apr 2024 17:46:47 +0200
Subject: [PATCH] Dockerfile

---
 Jenkinsfile | 27 +++++++++++++++++----------
 1 file changed, 17 insertions(+), 10 deletions(-)

diff --git a/Jenkinsfile b/Jenkinsfile
index b95ea98..2ee8c26 100644
--- a/Jenkinsfile
+++ b/Jenkinsfile
@@ -1,10 +1,5 @@
 pipeline {
-  agent { 
-    dockerfile {
-      filename 'Dockerfile'
-      args '-u root'
-    }
-  }
+  agent any
   
   parameters {
     string (
@@ -21,17 +16,29 @@ pipeline {
   }
 
   stages {
-    stage('Run create-dataset script') {
+    stage('Download dataset') {
       steps {
-        withEnv (["KAGGLE_USERNAME=${params.KAGGLE_USERNAME}", "KAGGLE_KEY=${params.KAGGLE_KEY}"]) {
+        withEnv(["KAGGLE_USERNAME=${params.KAGGLE_USERNAME}", "KAGGLE_KEY=${params.KAGGLE_KEY}"]) {
           sh 'kaggle datasets download -d mlg-ulb/creditcardfraud'
           sh 'unzip creditcardfraud.zip'
           sh 'rm creditcardfraud.zip'
-          sh 'chmod +x create-dataset.py'
-          sh 'python3 ./create-dataset.py $KAGGLE_USERNAME'
         }
       }
     }
+
+    stage('Run create-dataset script') {
+        agent {
+          dockerfile {
+            reuseNode true
+        }
+      }
+
+      steps {
+        sh 'chmod +x create-dataset.py'
+        sh 'python3 ./create-dataset.py $KAGGLE_USERNAME'
+      }
+    }
+
     stage('Archive Artifacts') {
       steps {
         archiveArtifacts artifacts: 'data/*', onlyIfSuccessful: true