Test Model (Locally)

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pio_bundle_pkl_path='pio_bundle.pkl'
test_request_path='data/test_request.json'
test_response_path='data/test_response.json'


    

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from __future__ import print_function, absolute_import, division

import json
import importlib
import dill as pickle

def test(pio_bundle_pkl_path, 
         test_request_path, 
         test_response_path):

    with open(pio_bundle_pkl_path, 'rb') as fh:
        pio_bundle = pickle.load(fh)
    with open(test_request_path, 'rb') as fh:
        actual_request = fh.read() 
    with open(test_response_path, 'rb') as fh:
        expected_response = fh.read()
    print('Expected Response:')
    print(expected_response)
    
    actual_transformed_request = pio_bundle.transform_request(actual_request)
    actual_response = pio_bundle.predict(actual_transformed_request)
    actual_transformed_response = pio_bundle.transform_response(actual_response)

    print('')
    print('Actual Response:')
    print(actual_transformed_response)

    return (json.loads(expected_response.decode('utf-8').strip()) \
            == json.loads(actual_transformed_response.strip()))


    

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test_success = test(pio_bundle_pkl_path, 
                    test_request_path,
                    test_response_path)

print('')
print('Test Success: %s' % test_success)


    

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