ium_444356/predict.py
Maciej Czajka 540be748a5
Some checks are pending
s444356-training/pipeline/head Build queued...
s444356-evaluation/pipeline/head This commit looks good
update jenkinsfile_predict, predict.py
2022-05-11 21:16:05 +02:00

16 lines
401 B
Python

import json
import mlflow
import sys
import numpy as np
input = sys.argv[1]
logged_model = 'mlruns/1/70439eb482b54d56b54b0ecc6f1ca96f/artifacts/s444409'
loaded_model = mlflow.pyfunc.load_model(logged_model)
with open('input_example.json') as f:
data = json.load(f)
input_example = np.array([data['inputs'][0]], dtype=np.float32)
print(f'Prediction: {loaded_model.predict(input_example)}')