Add prediction from other student

Jenkinsfile_predict

@@ -0,0 +1,23 @@
+pipeline {
+    agent {dockerfile true}
+	parameters {
+		buildSelector(
+					defaultSelector: lastSuccessful(),
+					description: 'Which build to use for copying artifacts',
+					name: 'BUILD_SELECTOR')
+	}
+
+    stages {
+		stage('copyArtifacts') {
+            steps {
+                copyArtifacts fingerprintArtifacts: true, projectName: 's434804-training', selector: buildParameter('BUILD_SELECTOR')
+
+            }
+        }
+        stage('Predict example value'){
+            steps {
+                'sh 'python3 "./lab_09_predict.py"''
+            }
+        }
+	}
+}

lab_09_predict.py

@@ -0,0 +1,15 @@
+import json
+import mlflow
+import pandas as pd
+
+
+model = mlflow.keras.load_model("country_vaccination")
+
+
+with open('country_vaccination/input_example.json', 'r') as datafile:
+    data = json.load(datafile)
+    example_input = data["inputs"]
+
+input_dictionary = {i : x for i, x in enumerate(example_input) }
+input_ex = pd.DataFrame(input_dictionary, index=[0])
+print(model.predict(input_ex))

requirements.txt

@@ -10,4 +10,5 @@ wget==3.2
 gast==0.3.3
 sacred==0.8.2
 GitPython==3.1.14
-matplotlib==3.3.4
+matplotlib==3.3.4
+mlflow==1.17.0