Practical Automated Machine Learning on Azure by Deepak Mukunthu Parashar Shah Wee Hyong Tok

Author:Deepak Mukunthu, Parashar Shah, Wee Hyong Tok
Language: eng
Format: mobi
Publisher: O'Reilly Media, Inc.
Published: 2019-09-27T00:00:00+00:00

import requests import json # Send a random row from the test set to score random_index = np.random.randint(0, len(X_test)-1) X_test_row = X_test[random_index : (random_index+1)] Y_test_row = y_test[random_index : (random_index+1)] input_data = "{"input_data": " + str(X_test_row.values.tolist()) + "}" headers = {'Content-Type':'application/json'} resp = requests.post(aci_service.scoring_uri, input_data, headers=headers) print("POST to url", aci_service.scoring_uri) print("input data:", input_data) print("label:", Y_test_row) print("prediction:", resp.text) print(resp.status_code) print(requests.status_codes._codes[resp.status_code])

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