diff --git a/pred_from_mlflow_model.py b/pred_from_mlflow_model.py new file mode 100644 index 0000000..c7f91a8 --- /dev/null +++ b/pred_from_mlflow_model.py @@ -0,0 +1,18 @@ +import mlflow as mlf +import json +import mlflow as mlf +import pandas as pd + +model_name = "movies_imdb" +model_version = 1 + +model = mlf.pyfunc.load_model( + model_uri=f"models:/{model_name}/{model_version}" +) + +with open('movies_imdb/input_example.json', 'r') as datafile: + data = json.load(datafile)['inputs'] + +input_dictionary = {idx:x for idx, x in enumerate(data)} +input_ex = pd.DataFrame([input_dictionary]) +print(model.predict(input_ex))