From 8c6c96e62c874ccc798d7d8087a186a51364c039 Mon Sep 17 00:00:00 2001
From: Agata <agakul1@st.amu.edu.pl>
Date: Sun, 22 May 2022 12:15:11 +0200
Subject: [PATCH] Update files

---
 predict_444501.Jenkinsfile | 11 +++++++++++
 predict_444501.py          |  9 +++++++++
 2 files changed, 20 insertions(+)
 create mode 100644 predict_444501.py

diff --git a/predict_444501.Jenkinsfile b/predict_444501.Jenkinsfile
index df38b46..238e060 100644
--- a/predict_444501.Jenkinsfile
+++ b/predict_444501.Jenkinsfile
@@ -9,6 +9,11 @@ pipeline {
 			description: 'Which build to use for copying artifacts',
 			name: 'BUILD_SELECTOR'
             )
+            string(
+			defaultValue: '{\\"inputs\\": [[167.39999389648438, 72.18000030517578, 40.0, 21.0, 94.0], [162.3000030517578, 67.30000305175781, 18.0, 52.0, 219.0], [178.5, 90.5, 14.699999809265137, 45.0, 262.0], [180.89999389648438, 77.0999984741211, 25.399999618530273, 43.0, 224.0], [177.3000030517578, 88.4800033569336, 35.599998474121094, 18.0, 183.0]]}',
+            description: 'Inputs',
+            name: 'INPUT'
+		)
         }
     stages {
 		stage('Copy artifacts') {
@@ -16,5 +21,11 @@ pipeline {
                 copyArtifacts fingerprintArtifacts: true, projectName: 's444421-training/training_and_evaluation', selector: buildParameter('BUILD_SELECTOR')
 			}
 		}
+        stage('Predict') {
+            steps {
+                sh 'echo ${params.INPUT} > input_example.json'
+				sh 'python predict_444501.py $INPUT'
+            }
+        }
     }
 }
diff --git a/predict_444501.py b/predict_444501.py
new file mode 100644
index 0000000..6e684af
--- /dev/null
+++ b/predict_444501.py
@@ -0,0 +1,9 @@
+import mlflow
+import numpy as np
+
+model = mlflow.pyfunc.load_model('/mlruns/1/e435ee5c0c5a468c99eb43c13df4a94b/artifacts/s444421')
+
+with open('input_example.json') as f:
+    input = json.load(f)
+    y_predicted = model.predict(np.array([data['inputs']]).reshape(-1, 2))
+    print(y_predicted[:5])
\ No newline at end of file