diff --git a/Jenkinsfile b/Jenkinsfile
index 4ac9fb9..2d994bd 100644
--- a/Jenkinsfile
+++ b/Jenkinsfile
@@ -25,17 +25,34 @@ pipeline {
                     url: 'https://git.wmi.amu.edu.pl/s434742/ium_434742'
             }
         }
-        stage('sh: Shell Script') {
-            steps {
-                withEnv(['KAGGLE_USERNAME=$params.KAGGLE_USERNAME',
-              'KAGGLE_KEY=$params.KAGGLE_KEY']) {
-                sh 'chmod +x avocado-preprocessing.sh'
-                sh 'chmod +x ./avocado-preprocessing.sh'
-                sh 'echo ${CUTOFF}'
-                sh './avocado-preprocessing.sh ${CUTOFF}'
-              }
-            }
-        }
+        // stage('sh: Shell Script') {
+        //     steps {
+        //         withEnv(['KAGGLE_USERNAME=$params.KAGGLE_USERNAME',
+        //       'KAGGLE_KEY=$params.KAGGLE_KEY']) {
+        //         sh 'chmod +x avocado-preprocessing.sh'
+        //         sh 'chmod +x ./avocado-preprocessing.sh'
+        //         sh 'echo ${CUTOFF}'
+        //         sh './avocado-preprocessing.sh ${CUTOFF}'
+        //       }
+        //     }
+        // }
+        stage('docker') {
+			steps {
+				withEnv(["KAGGLE_USERNAME=${params.KAGGLE_USERNAME}",
+					"KAGGLE_KEY=${params.KAGGLE_KEY}"]) {
+					script {
+						def img = docker.build('patlaz/ium:1.0')
+						img.inside {
+							sh 'chmod +x avocado-preprocessing.sh'
+                            sh 'chmod +x ./avocado-preprocessing.sh'
+                            sh 'echo ${CUTOFF}'
+							sh './avocado-preprocessing.sh ${CUTOFF}'
+						}
+					}
+				}
+			}
+		}
+		
         stage('archiveArtifacts') {
          steps {
             archiveArtifacts 'test.csv'