import asyncio import logging import os import time from typing import Dict import yaml from tabulate import tabulate # 确保从 core.utils.tts 导入 create_tts_instance from core.utils.tts import create_instance as create_tts_instance # 设置全局日志级别为 WARNING logging.basicConfig(level=logging.WARNING) description = "非流式语音合成性能测试" class TTSPerformanceTester: def __init__(self): self.config = self._load_config_from_data_dir() self.test_sentences = self.config.get("module_test", {}).get( "test_sentences", [ "永和九年,岁在癸丑,暮春之初;", "夫人之相与,俯仰一世,或取诸怀抱,悟言一室之内;或因寄所托,放浪形骸之外。虽趣舍万殊,静躁不同,", "每览昔人兴感之由,若合一契,未尝不临文嗟悼,不能喻之于怀。固知一死生为虚诞,齐彭殇为妄作。", ], ) self.results = {} def _load_config_from_data_dir(self) -> Dict: """从 data 目录加载所有 .config.yaml 文件的配置""" config = {"TTS": {}} data_dir = os.path.join(os.getcwd(), "data") print(f"[DEBUG] 扫描配置文件目录: {data_dir}") for root, _, files in os.walk(data_dir): for file in files: if file.endswith(".config.yaml"): file_path = os.path.join(root, file) try: with open(file_path, "r", encoding="utf-8") as f: file_config = yaml.safe_load(f) tts_config = file_config.get("TTS") if tts_config: config["TTS"].update(tts_config) print(f"[DEBUG] 从 {file_path} 加载 TTS 配置成功") except Exception as e: print(f"加载配置文件 {file_path} 失败: {str(e)}") return config async def _test_tts(self, tts_name: str, config: Dict) -> Dict: """测试单个TTS模块的性能""" try: token_fields = ["access_token", "api_key", "token"] if any( field in config and any(x in config[field] for x in ["你的", "placeholder"]) for field in token_fields ): print(f"TTS {tts_name} 未配置access_token/api_key,已跳过") return {"name": tts_name, "errors": 1} module_type = config.get("type", tts_name) tts = create_tts_instance(module_type, config, delete_audio_file=True) print(f"测试 TTS: {tts_name}") # 连接测试 tmp_file = tts.generate_filename() await tts.text_to_speak("连接测试", tmp_file) if not tmp_file or not os.path.exists(tmp_file): print(f"{tts_name} 连接失败") return {"name": tts_name, "errors": 1} total_time = 0 test_count = len(self.test_sentences[:3]) for i, sentence in enumerate(self.test_sentences[:2], 1): start = time.time() tmp_file = tts.generate_filename() await tts.text_to_speak(sentence, tmp_file) duration = time.time() - start total_time += duration if tmp_file and os.path.exists(tmp_file): print(f"{tts_name} [{i}/{test_count}] 测试成功") else: print(f"{tts_name} [{i}/{test_count}] 测试失败") return {"name": tts_name, "errors": 1} return { "name": tts_name, "avg_time": total_time / test_count, "errors": 0, } except Exception as e: print(f"{tts_name} 测试失败: {str(e)}") return {"name": tts_name, "errors": 1} def _print_results(self): """打印测试结果""" if not self.results: print("没有有效的TTS测试结果") return table = [] for name, data in self.results.items(): if data["errors"] == 0: table.append([ name, f"{data['avg_time']:.3f}秒/句", len(self.test_sentences[:3]) ]) print("\nTTS性能测试结果:") print(tabulate( table, headers=["TTS模块", "平均耗时", "测试句子数"], tablefmt="github", colalign=("left", "right", "right") )) async def run(self): """执行测试""" print("开始TTS性能测试...") if not self.config.get("TTS"): print("配置文件中未找到TTS配置") return # 遍历所有TTS配置 tasks = [] for tts_name, config in self.config.get("TTS", {}).items(): tasks.append(self._test_tts(tts_name, config)) # 并发执行测试 results = await asyncio.gather(*tasks) # 保存有效结果 for result in results: if result["errors"] == 0: self.results[result["name"]] = result # 打印结果 self._print_results() #为了performance_tester.py的调用需求 async def main(): tester = TTSPerformanceTester() await tester.run() if __name__ == "__main__": tester = TTSPerformanceTester() asyncio.run(tester.run())