t

Dockerfile

@@ -1,4 +1,4 @@
-FROM python:3.7
+FROM ubuntu:latest
 
 WORKDIR /
 
@@ -17,7 +17,9 @@ RUN pip install --user seaborn
 COPY KaggleV2-May-2016.csv ./
 COPY create_data.py ./
 COPY stats_data.py ./
-COPY stats_data.py ./
+COPY train_model.py ./
+
+CMD ["python", "train_model.py"]
 
 # CMD ["python", "create_data.py"]
 # CMD ["python", "stats_data.py"]

Jenkinsfile

@@ -1,5 +1,4 @@
 pipeline {
-   agent any
     parameters{
         password(
             defaultValue: '', 
@@ -22,6 +21,11 @@ pipeline {
         KAGGLE_KEY="$params.KAGGLE_KEY"
         CUTOFF="$params.CUTOFF"
     }
+    agent 
+	{ 
+	    dockerfile true 
+	}
+
     stages {
         stage('Checkout') {
       steps {
@@ -33,26 +37,14 @@ pipeline {
           }
        }
     }
-    stage("Build docker") {
+        stage("Preparation") {
             steps {
-                sh 'echo "BUILD DOCKER"'
-                sh 'docker build -t ium .'
-            }
-        }
-  stage("Data Preparation") {
-            steps {
-                sh 'echo "DATA PREPARATION"'
 				sh "chmod u+x ./preparation.sh"
                 sh "./preparation.sh"
                 archiveArtifacts 'KaggleV2-May-2016.csv'
-            }
-        }
-	stage("Statistics") {
-            steps {
-                sh 'echo "STATISTICS"'
-				sh "chmod u+x ./statistics.sh"
-				sh "./statistics.sh"
-				archiveArtifacts 'statistics.csv'
+                archiveArtifacts 'data_description.csv'
+                archiveArtifacts 'train_dataset.csv'
+                archiveArtifacts 'test_dataset.csv'
             }
         }
     }

preparation.sh

@@ -0,0 +1 @@
+python ./scripts/create_data.py

scripts/preparation.sh

@@ -1 +0,0 @@
-echo "Preparation inner"

scripts/statistics.sh

@@ -1 +0,0 @@
-wc -l KaggleV2-May-2016.csv >> statistics.csv

statistics.sh

@@ -0,0 +1 @@
+python ./scripts/statistics.py