Jenkins DVC file

Dockerfile

@@ -16,6 +16,8 @@ RUN pip3 install sacred
 RUN pip3 install pymongo
 RUN pip3 install mlflow
 RUN pip3 install tensorflow==2.5.0rc1
+RUN pip3 install dvc
+RUN pip3 install dvc[ssh]
 # Stwórzmy w kontenerze (jeśli nie istnieje) katalog /app i przejdźmy do niego (wszystkie kolejne polecenia RUN, CMD, ENTRYPOINT, COPY i ADD będą w nim wykonywane)
 WORKDIR /app
 

Jenkinsfile_DVC

@@ -0,0 +1,49 @@
+pipeline {
+	agent any 
+	stages {
+		stage('checkout') {
+			steps {
+				checkout([$class: 'GitSCM', branches: [[name: '*/master']], doGenerateSubmoduleConfigurations: false, extensions: [], submoduleCfg: [], userRemoteConfigs: [[url: 'https://git.wmi.amu.edu.pl/s426206/ium_426206.git']]])
+			}
+		}	
+		stage('docker') {
+			steps {
+                script {
+                    def img = docker.build('rokoch/ium:01')
+                    img.inside {
+                        sh 'dvc remote add -f -d ium_ssh_remote ssh://ium-sftp@tzietkiewicz.vm.wmi.amu.edu.pl/ium-sftp'
+                        sh 'dvc remote modify --local ium_ssh_remote password IUM@2021'
+                        sh 'dvc pull'
+                        sh 'dvc reproduce'
+                    }
+                }
+			}
+		}
+		
+		stage('end') {
+            steps {
+				//Zarchiwizuj wynik
+				archiveArtifacts 'model.pt'					
+			}
+		}
+	}
+
+	post {
+		success {
+			//Wysłanie maila
+			emailext body: 'Success DVC',
+				subject: 's426206 DVC',
+				to: '26ab8f35.uam.onmicrosoft.com@emea.teams.ms'
+
+		}
+		unstable {
+			emailext body: 'Unstable DVC', subject: 's426206 DVC', to: '26ab8f35.uam.onmicrosoft.com@emea.teams.ms'
+		}
+		failure {
+			emailext body: 'Failure DVC', subject: 's426206 DVC', to: '26ab8f35.uam.onmicrosoft.com@emea.teams.ms'
+		}
+		changed {
+			emailext body: 'Changed DVC', subject: 's426206 DVC', to: '26ab8f35.uam.onmicrosoft.com@emea.teams.ms'
+		}
+	}
+}