Jenkinsfile

Dockerfile

@@ -7,6 +7,7 @@ RUN apt update && apt install -y python3 python3-pip git locales
 
 RUN pip3 install requests python-Levenshtein tqdm sacred pymongo mlflow
 RUN pip3 install torch==1.8.1+cpu torchvision==0.9.1+cpu torchaudio==0.8.1 -f https://download.pytorch.org/whl/torch_stable.html
+RUN pip3 install dvc[ssh] paramiko
 
 RUN sed -i '/en_US.UTF-8/s/^# //g' /etc/locale.gen && locale-gen en_US.UTF-8
 ENV LANG='en_US.UTF-8' LANGUAGE='en_US:en' LC_ALL='en_US.UTF-8'

dvc.Jenkinsfile

@@ -0,0 +1,30 @@
+pipeline {
+    agent { 
+        dockerfile true 
+    }
+    parameters {
+        string(name: 'batch_size', defaultValue: '512', description: 'size of batch')
+        string(name: 'learning_rate', defaultValue: '0.01', description: 'Learning rate')
+        string(name: 'epochs', defaultValue: '14', description: 'epochs')
+    }
+    stages {
+        stage('Build') {
+            steps {
+//                 cleanWs()
+                git 'https://git.wmi.amu.edu.pl/s434749/ium_434749.git'
+//                 copyArtifacts fingerprintArtifacts: true, projectName: 's434749-create-dataset', selector: lastSuccessful()
+                sh 'dvc remote add -f -d ium_ssh_remote ssh://ium-sftp@tzietkiewicz.vm.wmi.amu.edu.pl/ium-sftp'
+                sh 'dvc remote list'
+                sh 'dvc remote modify --local ium_ssh_remote password IUM@2021'
+                sh 'dvc pull'
+                sh "dvc reproduce"
+            }
+            post {
+                success {
+                    archiveArtifacts 'cnn.pth,results.txt'
+                }
+            }
+
+        }
+    }
+}