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@korkridake
Created June 5, 2020 07:06
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MLOps Ep.4 Productionizing Scoring Script
# Import libraries
import json
import numpy as np
from azureml.core.model import Model
import joblib
# Load model
model_path = Model.get_model_path(model_name="sklearn_regression_model.pkl")
model = joblib.load(model_path)
# Prepare data
data = np.random.rand(4, 13)
# Score data
request_headers = {}
result = model.predict(data)
print("Test result: ", {"result": result.tolist()})
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