Update app.py

app.py

@@ -9,11 +9,14 @@ import joblib
 project = hopsworks.login(api_key_value="0rdWXlLgEd3mkGOg.iRZ7TtAkWGPlJHNQcAEph6Qbokoaq7QTBRI9ckwWUki8tIYGyBvrKhJvtLoUOGQ4")
 fs = project.get_feature_store()
 
-mr = project.get_model_registry()
-model = mr.get_model("xgboost_model", version=1)
-model_dir = model.download()
-model = joblib.load("/model.pkl")
-
+# mr = project.get_model_registry()
+# model = mr.get_model("xgboost_model", version=1)
+# model_dir = model.download()
+# model = joblib.load("/model.pkl")
+model = get_model(project=project,
+                  model_name="xgboost_model",
+                  evaluation_metric="f1_score",
+                  sort_metrics_by="max")
 
 def forecast():