dream

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import requests
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import os
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import common.test_utils as test_utils
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SERVICE_PORT = int(os.getenv("SERVICE_PORT"))
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RANDOM_SEED = int(os.getenv("RANDOM_SEED", 2718))
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URL = f"http://0.0.0.0:{SERVICE_PORT}/respond"
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def handler(requested_data, random_seed):
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    hypothesis = requests.post(URL, json={**requested_data, "random_seed": random_seed}, timeout=4).json()
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    return hypothesis
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def run_test(handler):
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    in_data, out_data = test_utils.get_dataset()
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    for test_name in in_data:
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        hypothesis = handler(in_data[test_name], RANDOM_SEED)
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        # do not compare first elements of the structs - generated texts
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        is_equal_flag, msg = test_utils.compare_structs(
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            out_data[test_name][1:], hypothesis[1:], ignored_keys=["id", "responses"]
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        )
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        if msg and len(msg.split("`")) == 3:
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            _, ground_truth_text, _, hypothesis_text, _ = msg.split("`")
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            is_equal_flag, ratio = test_utils.compare_text(ground_truth_text, hypothesis_text, 0.2)
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            if not is_equal_flag:
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                msg = f"{msg} ratio = {ratio}"
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        assert is_equal_flag, msg
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        print("Success")
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if __name__ == "__main__":
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    run_test(handler)
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