1

Dockerfile

@@ -13,3 +13,6 @@ RUN pip install --user sklearn
 COPY KaggleV2-May-2016.csv ./
 COPY create_data.py ./
 COPY stats_data.py ./
+
+CMD python create_data.py
+CMD python stats.py

Jenkinsfile

@@ -11,16 +11,10 @@ pipeline {
             description: 'Kaggle username', 
             name: 'KAGGLE_USERNAME'
             )
-        string(
-            defaultValue: '10',
-            description: 'Value for head command', 
-            name: 'CUTOFF'
-            )
     }
     environment {
         KAGGLE_USERNAME="$params.KAGGLE_USERNAME"
         KAGGLE_KEY="$params.KAGGLE_KEY"
-        CUTOFF="$params.CUTOFF"
     }
    stages {
     stage('Checkout') {
@@ -33,21 +27,10 @@ pipeline {
           }
        }
     }
-  stage("Data Preparation") {
-      agent {
-               		dockerfile {
-			            additionalBuildArgs '-t ium'
-                    	args '-e KAGGLE_USERNAME=${params.KAGGLE_USERNAME} -e KAGGLE_KEY=${params.KAGGLE_KEY}'
-		        }
-            }
+    stage ("Build Docker") {
         steps {
-                sh "python create_data.py"
-				archiveArtifacts 'KaggleV2-May-2016.csv'
-            }
-        }
-	stage("Statistics") {
-            steps {
-				sh "python stats.py"
+                sh 'docker build -t ium .'
+            }
         }
     }
   }