77 lines
2.0 KiB
Python
77 lines
2.0 KiB
Python
import time
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import unittest
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from types import SimpleNamespace
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import requests
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from sglang.srt.utils import kill_child_process
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from sglang.test.run_eval import run_eval
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from sglang.test.test_utils import (
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DEFAULT_MODEL_NAME_FOR_TEST,
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DEFAULT_TIMEOUT_FOR_SERVER_LAUNCH,
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DEFAULT_URL_FOR_TEST,
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popen_launch_server,
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)
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class TestDataParallelism(unittest.TestCase):
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@classmethod
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def setUpClass(cls):
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cls.model = DEFAULT_MODEL_NAME_FOR_TEST
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cls.base_url = DEFAULT_URL_FOR_TEST
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cls.process = popen_launch_server(
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cls.model,
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cls.base_url,
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timeout=DEFAULT_TIMEOUT_FOR_SERVER_LAUNCH,
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other_args=["--dp", "2"],
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)
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@classmethod
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def tearDownClass(cls):
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kill_child_process(cls.process.pid, include_self=True)
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def test_mmlu(self):
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args = SimpleNamespace(
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base_url=self.base_url,
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model=self.model,
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eval_name="mmlu",
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num_examples=64,
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num_threads=32,
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)
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metrics = run_eval(args)
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self.assertGreaterEqual(metrics["score"], 0.65)
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def test_update_weight(self):
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response = requests.post(
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self.base_url + "/update_weights",
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json={"model_path": DEFAULT_MODEL_NAME_FOR_TEST},
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)
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# check if the response is 200
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assert response.status_code == 200
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# pause a few seconds then send again
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time.sleep(5)
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response = requests.post(
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self.base_url + "/update_weights",
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json={"model_path": DEFAULT_MODEL_NAME_FOR_TEST},
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)
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# check if the response is 200
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assert response.status_code == 200
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def test_get_memory_pool_size(self):
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response = requests.get(self.base_url + "/get_memory_pool_size")
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assert response.status_code == 200
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time.sleep(5)
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response = requests.get(self.base_url + "/get_memory_pool_size")
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assert response.status_code == 200
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if __name__ == "__main__":
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unittest.main()
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