Add evaluation pipeline

Jenkinsfile-eval

@@ -0,0 +1,42 @@
+pipeline {
+    agent {
+        docker {
+            image 's444409-create-dataset'
+        }
+    }
+    
+    environment {
+        NOTIFICATION_ADDRESS = 'e19191c5.uam.onmicrosoft.com@emea.teams.ms'
+    }
+
+    stages {
+        stage('Get previousl trend') {
+            steps {
+                copyArtifacts projectName: 's444409-evaluate', selector: lastSuccessful(), optional: true
+            }
+        }
+        stage('Evaluate model and write results to file') {
+            steps {
+                sh "python eval_model.py"
+                script {
+                    LOSS = sh(script: 'tail -1 evaluation_results.txt', returnStdout: true).trim()
+                }
+            }
+        }
+    }
+
+    post {
+        always {
+            archiveArtifacts artifacts: 'evaluation_results', 
+            onlyIfSuccessful: true
+        }
+
+        success {
+            emailext body: "Evaluation results: RMSE:${LOSS}", subject: "${env.JOB_NAME}", to: "${env.NOTIFICATION_ADDRESS}"
+        }
+
+        failure {
+            emailext body: 'FAILURE', subject: "${env.JOB_NAME}", to: "${env.NOTIFICATION_ADDRESS}"
+        }
+    }
+}