Add performance test lib & Dataset.stress_test function #500
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sujubaima
commented
Apr 30, 2024
sujubaima
commented
- Description: Add a locust-based library for performance testing and a Dataset.stress_test interface which allows users to start a performance test task.
- Dependencies: locust>=2.20.0, urllib3<=1.26.15
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| start_time = time.time() | ||
| start_perf_counter = time.perf_counter() | ||
| responses = self.chat_comp.do(messages=messages, **kwargs) |
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这里解出来是拿到 hyperparameters={}，底层请求的组件并不会接收这一参数，需要传的是 **(hyperparameters 的值)
| model: str, | ||
| data_column: str = "prompt", | ||
| hyperparameters: Dict[str, Any] = None, | ||
| ) -> None: |
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函数返回值应该是一个 Dataset 对象？即会把单条的请求信息，包括请求的参数、回包、错误码、Token 延迟、总延迟等信息全部记录下来，最后形成一个数据集？
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目前暂时只保留了抽样和聚合数据的csv
This was referenced May 9, 2024
danielhjz
reviewed
May 9, 2024
| user=self, | ||
| pool_manager=self.pool_manager, | ||
| ) | ||
| else: |
danielhjz
approved these changes
May 9, 2024
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