ium_478841/scripts/predict_s444356_registry.py
2022-05-15 12:50:04 +02:00

13 lines
459 B
Python

import mlflow
import numpy as np
import json
import os
print('################\n\n', os.listdir(), "\n\n###############")
model = mlflow.pyfunc.load_model(
'../mlruns/13/da5c6167bb45403fa35569849a1fbc13/artifacts/model')
with open('../mlruns/13/da5c6167bb45403fa35569849a1fbc13/artifacts/model/input_example.json') as f:
data = np.array([json.load(f)['inputs'][0]], dtype=np.float32)
print(f"Predicted values: {model.predict(data.reshape(-1, 2))}")