78 lines
2.2 KiB
Python
78 lines
2.2 KiB
Python
import json
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import os
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import sys
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import unittest
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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 DEFAULT_MODEL_NAME_FOR_TEST, popen_launch_server
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# os.environ["CUDA_VISIBLE_DEVICES"] = "1"
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class TestSRTEndpoint(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 = "http://127.0.0.1:8157"
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cls.process = popen_launch_server(
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cls.model, cls.base_url, timeout=300, other_args=["--skip-tokenizer-init"]
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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)
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def run_decode(
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self, return_logprob=False, top_logprobs_num=0, return_text=False, n=1
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):
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response = requests.post(
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self.base_url + "/generate",
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json={
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"input_ids": [
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119689,
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50650,
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18291,
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30061,
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5316,
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26951,
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119690,
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], # The capital of France is
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"sampling_params": {
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"temperature": 0 if n == 1 else 0.5,
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"max_new_tokens": 32,
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"n": n,
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"stop_token_ids": [119690],
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},
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"stream": False,
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"return_logprob": return_logprob,
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"top_logprobs_num": top_logprobs_num,
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"return_text_in_logprobs": return_text,
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"logprob_start_len": 0,
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},
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)
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print(json.dumps(response.json()))
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print("=" * 100)
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def test_simple_decode(self):
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self.run_decode()
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def test_parallel_sample(self):
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self.run_decode(n=3)
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def test_logprob(self):
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for top_logprobs_num in [0, 3]:
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for return_text in [False, False]:
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self.run_decode(
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return_logprob=True,
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top_logprobs_num=top_logprobs_num,
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return_text=return_text,
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)
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if __name__ == "__main__":
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unittest.main(warnings="ignore")
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