docker lab

Dockerfile

@@ -0,0 +1,15 @@
+FROM python:3.11
+
+RUN apt-get update && apt-get -y upgrade
+RUN apt-get install -y build-essential
+
+RUN python -m pip install --upgrade pip
+COPY requirements.txt /tmp
+RUN python -m pip install -r /tmp/requirements.txt
+
+WORKDIR /app
+
+COPY ./download.sh ./
+COPY ./calculate.sh ./
+
+CMD bash

Jenkinsfile

@@ -23,6 +23,13 @@ pipeline {
 
     stages {
         stage('Download Dataset') {
+            agent {
+                dockerfile {
+                    filename 'Dockerfile'
+                    reuseNode true
+                }
+            }
+            
             steps {
                 script {
                     withEnv(["CUTOFF=${params.CUTOFF}"]) {

JenkinsfileStats

@@ -24,13 +24,15 @@ pipeline {
         }
 
         stage('Execute Script') {
-            steps {
+            agent {
-                sh 'bash ./calculate.sh'
+                dockerfile {
+                    filename 'Dockerfile'
+                    reuseNode true
                 }
             }
 
-        stage('Archive Results') {
             steps {
+                sh 'bash ./calculate.sh'
                 archiveArtifacts artifacts: 'stats.txt', onlyIfSuccessful: true
             }
         }

requirements.txt

@@ -1,4 +1,3 @@
 matplotlib==3.8.3
 numpy==1.26.4
-torch==2.2.1
+
-torchvision==0.17.1