dvc

.dvc/config

@@ -0,0 +1,4 @@
+[core]
+    remote = ium_ssh_remote
+['remote "ium_ssh_remote"']
+    url = ssh://ium-sftp@tzietkiewicz.vm.wmi.amu.edu.pl

.gitignore

@@ -1,3 +1,4 @@
 /d_train.csv
 /d_test.csv
 /d_dev.csv
+/neural_network_prediction_results.csv

dvc.Jenkinsfile

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+pipeline {
+    agent {
+	    docker {image 'zadanie'}
+	}
+
+    stages {
+
+		stage('Check out from version control') {
+			steps {
+				checkout([$class: 'GitSCM', branches: [[name: '*/master']], extensions: [], userRemoteConfigs: [[credentialsId: 's444501', url: 'https://git.wmi.amu.edu.pl/s444501/ium_444501.git']]])
+			}
+		}
+
+        stage('DVC') {
+            steps {
+                withCredentials([sshUserPrivateKey(credentialsId: '48ac7004-216e-4260-abba-1fe5db753e18', keyFileVariable: 'IUM_SFTP_KEY')]) {
+				    sh 'dvc remote add -d ium_ssh_remote ssh://ium-sftp@tzietkiewicz.vm.wmi.amu.edu.pl/ium-sftp'
+                    sh 'dvc remote modify --local ium_ssh_remote keyfile $IUM_SFTP_KEY'
+                    sh 'dvc pull'
+                    sh 'dvc reproduce'
+				}
+			}
+		}
+
+	}
+}

dvc.yaml

@@ -0,0 +1,9 @@
+stages:
+  train:
+    cmd: python biblioteki_ml.py 100
+    deps:
+    - d_train.csv
+    - d_test.csv
+    - d_dev.csv
+  evaluate:
+    cmd: python eval.py