记录hfc统计信息
This commit is contained in:
@@ -28,6 +28,8 @@ from src.chat.focus_chat.planners.planner_factory import PlannerFactory
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from src.chat.focus_chat.planners.modify_actions import ActionModifier
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from src.chat.focus_chat.planners.action_manager import ActionManager
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from src.config.config import global_config
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from src.chat.focus_chat.hfc_performance_logger import HFCPerformanceLogger
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from src.chat.focus_chat.hfc_version_manager import get_hfc_version
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install(extra_lines=3)
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@@ -85,6 +87,7 @@ class HeartFChatting:
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self,
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chat_id: str,
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on_stop_focus_chat: Optional[Callable[[], Awaitable[None]]] = None,
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performance_version: str = None,
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):
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"""
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HeartFChatting 初始化函数
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@@ -92,6 +95,7 @@ class HeartFChatting:
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参数:
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chat_id: 聊天流唯一标识符(如stream_id)
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on_stop_focus_chat: 当收到stop_focus_chat命令时调用的回调函数
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performance_version: 性能记录版本号,用于区分不同启动版本
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"""
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# 基础属性
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self.stream_id: str = chat_id # 聊天流ID
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@@ -147,6 +151,11 @@ class HeartFChatting:
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# 存储回调函数
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self.on_stop_focus_chat = on_stop_focus_chat
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# 初始化性能记录器
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# 如果没有指定版本号,则使用全局版本管理器的版本号
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actual_version = performance_version or get_hfc_version()
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self.performance_logger = HFCPerformanceLogger(chat_id, actual_version)
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def _register_observations(self):
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"""注册所有观察器"""
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@@ -398,6 +407,21 @@ class HeartFChatting:
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+ (f"\n详情: {'; '.join(timer_strings)}" if timer_strings else "")
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+ processor_time_log
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)
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# 记录性能数据
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try:
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action_result = self._current_cycle_detail.loop_plan_info.get('action_result', {})
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cycle_performance_data = {
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"cycle_id": self._current_cycle_detail.cycle_id,
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"action_type": action_result.get('action_type', 'unknown'),
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"total_time": self._current_cycle_detail.end_time - self._current_cycle_detail.start_time,
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"step_times": cycle_timers.copy(),
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"reasoning": action_result.get('reasoning', ''),
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"success": self._current_cycle_detail.loop_action_info.get('action_taken', False),
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}
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self.performance_logger.record_cycle(cycle_performance_data)
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except Exception as perf_e:
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logger.warning(f"{self.log_prefix} 记录性能数据失败: {perf_e}")
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await asyncio.sleep(global_config.focus_chat.think_interval)
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@@ -775,6 +799,13 @@ class HeartFChatting:
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self._processing_lock.release()
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logger.warning(f"{self.log_prefix} 已释放处理锁")
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# 完成性能统计
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try:
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self.performance_logger.finalize_session()
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logger.info(f"{self.log_prefix} 性能统计已完成")
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except Exception as e:
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logger.warning(f"{self.log_prefix} 完成性能统计时出错: {e}")
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logger.info(f"{self.log_prefix} HeartFChatting关闭完成")
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def get_cycle_history(self, last_n: Optional[int] = None) -> List[Dict[str, Any]]:
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238
src/chat/focus_chat/hfc_performance_logger.py
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238
src/chat/focus_chat/hfc_performance_logger.py
Normal file
@@ -0,0 +1,238 @@
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import json
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import os
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import time
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from datetime import datetime
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from typing import Dict, List, Any, Optional
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from pathlib import Path
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from src.common.logger import get_logger
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logger = get_logger("hfc_performance")
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class HFCPerformanceLogger:
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"""HFC性能记录管理器"""
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# 版本号常量,可在启动时修改
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INTERNAL_VERSION = "v1.0.0"
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def __init__(self, chat_id: str, version: str = None):
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self.chat_id = chat_id
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self.version = version or self.INTERNAL_VERSION
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self.log_dir = Path("log/hfc_loop")
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self.data_dir = Path("data/hfc")
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self.session_start_time = datetime.now()
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# 确保目录存在
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self.log_dir.mkdir(parents=True, exist_ok=True)
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self.data_dir.mkdir(parents=True, exist_ok=True)
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# 当前会话的日志文件,包含版本号
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version_suffix = self.version.replace(".", "_")
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self.session_file = self.log_dir / f"{chat_id}_{version_suffix}_{self.session_start_time.strftime('%Y%m%d_%H%M%S')}.json"
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self.current_session_data = []
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# 统计数据文件
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self.stats_file = self.data_dir / "time.json"
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# 初始化时计算历史统计数据
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self._update_historical_stats()
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def record_cycle(self, cycle_data: Dict[str, Any]):
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"""记录单次循环数据"""
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try:
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# 构建记录数据
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record = {
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"timestamp": datetime.now().isoformat(),
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"version": self.version,
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"cycle_id": cycle_data.get("cycle_id"),
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"chat_id": self.chat_id,
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"action_type": cycle_data.get("action_type", "unknown"),
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"total_time": cycle_data.get("total_time", 0),
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"step_times": cycle_data.get("step_times", {}),
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"reasoning": cycle_data.get("reasoning", ""),
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"success": cycle_data.get("success", False)
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}
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# 添加到当前会话数据
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self.current_session_data.append(record)
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# 立即写入文件(防止数据丢失)
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self._write_session_data()
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logger.debug(f"记录HFC循环数据: cycle_id={record['cycle_id']}, action={record['action_type']}, time={record['total_time']:.2f}s")
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except Exception as e:
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logger.error(f"记录HFC循环数据失败: {e}")
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def _write_session_data(self):
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"""写入当前会话数据到文件"""
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try:
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with open(self.session_file, 'w', encoding='utf-8') as f:
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json.dump(self.current_session_data, f, ensure_ascii=False, indent=2)
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except Exception as e:
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logger.error(f"写入会话数据失败: {e}")
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def _update_historical_stats(self):
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"""更新历史统计数据"""
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try:
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# 读取所有历史会话文件
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all_records = []
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# 读取当前chat_id的所有历史文件(包括不同版本)
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for file_path in self.log_dir.glob(f"{self.chat_id}_*.json"):
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if file_path == self.session_file:
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continue # 跳过当前会话文件
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try:
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with open(file_path, 'r', encoding='utf-8') as f:
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records = json.load(f)
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if isinstance(records, list):
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all_records.extend(records)
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except Exception as e:
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logger.warning(f"读取历史文件 {file_path} 失败: {e}")
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if not all_records:
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logger.info(f"没有找到 chat_id={self.chat_id} 的历史数据")
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return
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# 计算统计数据
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stats = self._calculate_stats(all_records)
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# 更新统计文件
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self._update_stats_file(stats)
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logger.info(f"更新了 chat_id={self.chat_id} 的历史统计数据,共 {len(all_records)} 条记录")
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except Exception as e:
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logger.error(f"更新历史统计数据失败: {e}")
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def _calculate_stats(self, records: List[Dict[str, Any]]) -> Dict[str, Any]:
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"""计算统计数据"""
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if not records:
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return {}
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# 按动作类型分组
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action_groups = {}
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total_times = []
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step_time_totals = {}
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for record in records:
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action_type = record.get("action_type", "unknown")
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total_time = record.get("total_time", 0)
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step_times = record.get("step_times", {})
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if action_type not in action_groups:
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action_groups[action_type] = {
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"count": 0,
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"total_times": [],
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"step_times": {}
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}
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action_groups[action_type]["count"] += 1
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action_groups[action_type]["total_times"].append(total_time)
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total_times.append(total_time)
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# 记录步骤时间
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for step_name, step_time in step_times.items():
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if step_name not in action_groups[action_type]["step_times"]:
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action_groups[action_type]["step_times"][step_name] = []
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action_groups[action_type]["step_times"][step_name].append(step_time)
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if step_name not in step_time_totals:
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step_time_totals[step_name] = []
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step_time_totals[step_name].append(step_time)
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# 计算各种平均值和比例
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total_records = len(records)
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# 整体统计
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overall_stats = {
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"total_records": total_records,
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"avg_total_time": sum(total_times) / len(total_times) if total_times else 0,
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"avg_step_times": {}
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}
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# 各步骤平均时间
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for step_name, times in step_time_totals.items():
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overall_stats["avg_step_times"][step_name] = sum(times) / len(times) if times else 0
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# 按动作类型统计
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action_stats = {}
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for action_type, data in action_groups.items():
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action_stats[action_type] = {
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"count": data["count"],
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"percentage": (data["count"] / total_records) * 100,
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"avg_total_time": sum(data["total_times"]) / len(data["total_times"]) if data["total_times"] else 0,
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"avg_step_times": {}
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}
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# 该动作各步骤平均时间
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for step_name, times in data["step_times"].items():
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action_stats[action_type]["avg_step_times"][step_name] = sum(times) / len(times) if times else 0
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return {
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"chat_id": self.chat_id,
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"version": self.version,
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"last_updated": datetime.now().isoformat(),
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"overall": overall_stats,
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"by_action": action_stats
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}
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def _update_stats_file(self, new_stats: Dict[str, Any]):
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"""更新统计文件"""
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try:
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# 读取现有统计数据
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existing_stats = {}
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if self.stats_file.exists():
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with open(self.stats_file, 'r', encoding='utf-8') as f:
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existing_stats = json.load(f)
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# 更新当前chat_id和版本的统计数据
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stats_key = f"{self.chat_id}_{self.version}"
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existing_stats[stats_key] = new_stats
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# 写回文件
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with open(self.stats_file, 'w', encoding='utf-8') as f:
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json.dump(existing_stats, f, ensure_ascii=False, indent=2)
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except Exception as e:
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logger.error(f"更新统计文件失败: {e}")
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def get_current_session_stats(self) -> Dict[str, Any]:
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"""获取当前会话的统计数据"""
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if not self.current_session_data:
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return {}
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return self._calculate_stats(self.current_session_data)
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def finalize_session(self):
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"""结束会话,进行最终统计"""
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try:
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if self.current_session_data:
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# 计算当前会话统计数据
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current_stats = self._calculate_stats(self.current_session_data)
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# 合并历史数据重新计算总体统计
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all_records = self.current_session_data[:]
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# 读取历史数据
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for file_path in self.log_dir.glob(f"{self.chat_id}_*.json"):
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if file_path == self.session_file:
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continue
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try:
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with open(file_path, 'r', encoding='utf-8') as f:
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records = json.load(f)
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if isinstance(records, list):
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all_records.extend(records)
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except Exception as e:
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logger.warning(f"读取历史文件 {file_path} 失败: {e}")
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# 重新计算总体统计
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total_stats = self._calculate_stats(all_records)
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self._update_stats_file(total_stats)
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logger.info(f"完成会话统计,当前会话 {len(self.current_session_data)} 条记录,总共 {len(all_records)} 条记录")
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except Exception as e:
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logger.error(f"结束会话统计失败: {e}")
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185
src/chat/focus_chat/hfc_version_manager.py
Normal file
185
src/chat/focus_chat/hfc_version_manager.py
Normal file
@@ -0,0 +1,185 @@
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"""
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HFC性能记录版本号管理器
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用于管理HFC性能记录的内部版本号,支持:
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1. 默认版本号设置
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2. 启动时版本号配置
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3. 版本号验证和格式化
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"""
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import os
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import re
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from datetime import datetime
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from typing import Optional
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from src.common.logger import get_logger
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logger = get_logger("hfc_version")
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class HFCVersionManager:
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"""HFC版本号管理器"""
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# 默认版本号
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DEFAULT_VERSION = "v1.0.0"
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# 当前运行时版本号
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_current_version: Optional[str] = None
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@classmethod
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def set_version(cls, version: str) -> bool:
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"""
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设置当前运行时版本号
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参数:
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version: 版本号字符串,格式如 v1.0.0 或 1.0.0
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返回:
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bool: 设置是否成功
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"""
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try:
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validated_version = cls._validate_version(version)
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if validated_version:
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cls._current_version = validated_version
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logger.info(f"HFC性能记录版本已设置为: {validated_version}")
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return True
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else:
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logger.warning(f"无效的版本号格式: {version}")
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return False
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except Exception as e:
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logger.error(f"设置版本号失败: {e}")
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return False
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@classmethod
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def get_version(cls) -> str:
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"""
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获取当前版本号
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返回:
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str: 当前版本号
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"""
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if cls._current_version:
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return cls._current_version
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# 尝试从环境变量获取
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env_version = os.getenv("HFC_PERFORMANCE_VERSION")
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if env_version:
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if cls.set_version(env_version):
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return cls._current_version
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# 返回默认版本号
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return cls.DEFAULT_VERSION
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@classmethod
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def auto_generate_version(cls, base_version: str = None) -> str:
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"""
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自动生成版本号(基于时间戳)
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参数:
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base_version: 基础版本号,如果不提供则使用默认版本
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返回:
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str: 生成的版本号
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"""
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if not base_version:
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base_version = cls.DEFAULT_VERSION
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# 提取基础版本号的主要部分
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base_match = re.match(r'v?(\d+\.\d+)', base_version)
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if base_match:
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base_part = base_match.group(1)
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else:
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base_part = "1.0"
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# 添加时间戳
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timestamp = datetime.now().strftime("%Y%m%d_%H%M")
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generated_version = f"v{base_part}.{timestamp}"
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cls.set_version(generated_version)
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logger.info(f"自动生成版本号: {generated_version}")
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return generated_version
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@classmethod
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def _validate_version(cls, version: str) -> Optional[str]:
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"""
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验证版本号格式
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参数:
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version: 待验证的版本号
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返回:
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Optional[str]: 验证后的版本号,失败返回None
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"""
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if not version or not isinstance(version, str):
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return None
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version = version.strip()
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# 支持的格式:
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# v1.0.0, 1.0.0, v1.0, 1.0, v1.0.0.20241222_1530 等
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patterns = [
|
||||
r'^v?(\d+\.\d+\.\d+)$', # v1.0.0 或 1.0.0
|
||||
r'^v?(\d+\.\d+)$', # v1.0 或 1.0
|
||||
r'^v?(\d+\.\d+\.\d+\.\w+)$', # v1.0.0.build 或 1.0.0.build
|
||||
r'^v?(\d+\.\d+\.\w+)$', # v1.0.build 或 1.0.build
|
||||
]
|
||||
|
||||
for pattern in patterns:
|
||||
match = re.match(pattern, version)
|
||||
if match:
|
||||
# 确保版本号以v开头
|
||||
if not version.startswith('v'):
|
||||
version = 'v' + version
|
||||
return version
|
||||
|
||||
return None
|
||||
|
||||
@classmethod
|
||||
def reset_version(cls):
|
||||
"""重置版本号为默认值"""
|
||||
cls._current_version = None
|
||||
logger.info("HFC版本号已重置为默认值")
|
||||
|
||||
@classmethod
|
||||
def get_version_info(cls) -> dict:
|
||||
"""
|
||||
获取版本信息
|
||||
|
||||
返回:
|
||||
dict: 版本相关信息
|
||||
"""
|
||||
current = cls.get_version()
|
||||
return {
|
||||
"current_version": current,
|
||||
"default_version": cls.DEFAULT_VERSION,
|
||||
"is_custom": current != cls.DEFAULT_VERSION,
|
||||
"env_version": os.getenv("HFC_PERFORMANCE_VERSION"),
|
||||
"timestamp": datetime.now().isoformat()
|
||||
}
|
||||
|
||||
|
||||
# 全局函数,方便使用
|
||||
def set_hfc_version(version: str) -> bool:
|
||||
"""设置HFC性能记录版本号"""
|
||||
return HFCVersionManager.set_version(version)
|
||||
|
||||
|
||||
def get_hfc_version() -> str:
|
||||
"""获取当前HFC性能记录版本号"""
|
||||
return HFCVersionManager.get_version()
|
||||
|
||||
|
||||
def auto_generate_hfc_version(base_version: str = None) -> str:
|
||||
"""自动生成HFC版本号"""
|
||||
return HFCVersionManager.auto_generate_version(base_version)
|
||||
|
||||
|
||||
def reset_hfc_version():
|
||||
"""重置HFC版本号"""
|
||||
HFCVersionManager.reset_version()
|
||||
|
||||
|
||||
# 在模块加载时显示当前版本信息
|
||||
if __name__ != "__main__":
|
||||
current_version = HFCVersionManager.get_version()
|
||||
logger.debug(f"HFC性能记录模块已加载,当前版本: {current_version}")
|
||||
Reference in New Issue
Block a user