DVC JENKINSFILE

dvc.Jenkinsfile

@@ -0,0 +1,32 @@
+pipeline {
+  	agent {
+		dockerfile true
+	}
+        parameters {
+            password(
+                defaultValue: '',
+                description: 'DVC pass',
+                name: 'IUM_SFTP_KEY'
+            )
+    }
+    stages {
+        stage('checkout: Check out from version control') {
+            steps { 
+                    checkout([$class: 'GitSCM', branches: [[name: '*/master']], extensions: [], userRemoteConfigs: [[credentialsId: 's444463', url: 'https://git.wmi.amu.edu.pl/s444463/ium_444463.git']]])
+                }
+        }
+        stage('reproduce') {
+            steps {
+                withCredentials(
+                    [sshUserPrivateKey(credentialsId: '48ac7004-216e-4260-abba-1fe5db753e18', keyFileVariable: 'IUM_SFTP_KEY', passphraseVariable: '', usernameVariable: '')]) {
+                                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 repro'
+                                sh ll
+                                }
+                }
+            }
+        }
+    }
+}

dvc.lock

@@ -1,25 +1,25 @@
 schema: '2.0'
 stages:
   train:
-    cmd: python3 deepl.py 10
+    cmd: python3 deepl.py 50
     deps:
     - path: real-or-fake-fake-jobposting-prediction.zip
       md5: 720b87177496c52f028ec184935f8031
       size: 16868281
     outs:
     - path: model
-      md5: a5a5e44c792a7b5c7b3b841677593df2
+      md5: fcb422dbe338d861bd905e19769314a4
       size: 4012127
   evaluate:
     cmd: python3 evaluation.py
     deps:
     - path: model
-      md5: a5a5e44c792a7b5c7b3b841677593df2
+      md5: fcb422dbe338d861bd905e19769314a4
       size: 4012127
     outs:
     - path: metrics.png
-      md5: 1144a6e9e28ae600f30835f7fb9a3314
+      md5: 7652f6d9944d3a19e476f3b1727789ea
-      size: 9952
+      size: 12541
     - path: metrics.txt
-      md5: f9c1fd4d06b750e45fd72c32e022ec64
+      md5: 3d047ff442a5f3299e283eccd4b66fb5
-      size: 73
+      size: 118