ium_444356/predict.py
Maciej Czajka a7d5b42ebf
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update predict.py
2022-05-11 19:13:15 +02:00

14 lines
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Python

import json
import mlflow
import pandas as pd
logged_model = 'mlruns/1/fa3e620f03e64d888c364827907fb6f5/artifacts/s444409'
loaded_model = mlflow.pyfunc.load_model(logged_model)
with open(f'{logged_model}/input_example.json') as f:
data = json.load(f)
input_example = pd.DataFrame(data['inputs'][0])
loaded_model.predict(input_example)