Dodanie 'lab_09_predict_coop.py'

Add test prediction from registry

lab_09_predict_coop.py

@@ -0,0 +1,21 @@
+import json
+import mlflow
+import pandas as pd
+
+
+model_name = "s430705"
+model_version = 8
+
+mlflow.set_tracking_uri("http://172.17.0.1:5000")
+
+model = mlflow.pyfunc.load_model(
+    model_uri=f"models:/{model_name}/{model_version}"
+)
+
+with open('movies_imdb2/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))