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Oil_Level_Recognition_System
Commit 60a45704 by Yuhaibo
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曲线面板

parent ed6080ac
Showing with 3902 additions and 475 deletions
app.py
...@@ -958,18 +958,20 @@ class MainWindow( ...@@ -958,18 +958,20 @@ class MainWindow(
self._updateCurveChannelDisplay([]) self._updateCurveChannelDisplay([])
return return
# 🔥 根据 curve_load_mode 决定显示逻辑 # 🔥 重新检查检测状态并切换布局
if hasattr(self, 'curvePanelHandler'): print(f"\n🔄 [任务切换] 任务已切换到: {mission_name}，重新检查检测状态...")
curve_mode = self.curvePanelHandler.getCurveLoadMode() detection_running = False
else: if hasattr(self, '_switchCurveSubLayout') and hasattr(self, '_getCurrentDetectionState'):
curve_mode = 'realtime' detection_running = self._getCurrentDetectionState()
self._switchCurveSubLayout(detection_running)
if curve_mode == 'realtime':
# 🔥 实时模式：只显示任务配置中使用的通道 # 🔥 根据检测状态决定显示逻辑（而不是依赖 getCurveLoadMode）
if detection_running:
# 🔥 实时检测模式：只显示任务配置中使用的通道
selected_channels = self._getTaskChannels(mission_name) selected_channels = self._getTaskChannels(mission_name)
print(f"📊 [曲线布局-实时模式] 任务 {mission_name}，显示任务使用的通道: {selected_channels}") print(f"📊 [曲线布局-实时模式] 任务 {mission_name}，显示任务使用的通道: {selected_channels}")
else: else:
# 🔥 历史模式：显示所有通道容器 # 🔥 历史回放模式：显示所有通道容器
selected_channels = ['通道1', '通道2', '通道3', '通道4'] selected_channels = ['通道1', '通道2', '通道3', '通道4']
print(f"📊 [曲线布局-历史模式] 任务 {mission_name}，显示所有通道容器") print(f"📊 [曲线布局-历史模式] 任务 {mission_name}，显示所有通道容器")
...@@ -989,21 +991,15 @@ class MainWindow( ...@@ -989,21 +991,15 @@ class MainWindow(
import yaml import yaml
try: try:
# 构建任务文件夹路径 # 构建任务配置文件路径（在 database/config/mission/ 目录下）
try: try:
from database.config import get_project_root from database.config import get_project_root
project_root = get_project_root() project_root = get_project_root()
except ImportError: except ImportError:
project_root = os.getcwd() project_root = os.getcwd()
mission_path = os.path.join(project_root, 'database', 'mission_result', mission_name) # 任务配置文件在 database/config/mission/ 目录下
config_file = os.path.join(project_root, 'database', 'config', 'mission', f"{mission_name}.yaml")
if not os.path.exists(mission_path):
print(f"⚠️ [通道筛选] 任务文件夹不存在: {mission_path}")
return []
# 查找任务配置文件（.yaml文件，文件名与任务名相同）
config_file = os.path.join(mission_path, f"{mission_name}.yaml")
if not os.path.exists(config_file): if not os.path.exists(config_file):
print(f"⚠️ [通道筛选] 任务配置文件不存在: {config_file}") print(f"⚠️ [通道筛选] 任务配置文件不存在: {config_file}")
......
database/config/annotation_result.yaml
...@@ -5,29 +5,29 @@ channel1: ...@@ -5,29 +5,29 @@ channel1:
height: 20mm height: 20mm
name: 通道1_区域1 name: 通道1_区域1
boxes: boxes:
- - 617 - - 846
- 415 - 447
- 192 - 160
fixed_bottoms: fixed_bottoms:
- 482 - 474
fixed_tops: fixed_tops:
- 387 - 418
last_updated: '2025-11-27 15:55:10' last_updated: '2025-11-29 11:16:07'
channel2: channel2:
annotation_count: 1 annotation_count: 1
areas: areas:
area_1: area_1:
height: 20mm height: 20mm
name: 我去饿_区域1 name: 通道2_区域1
boxes: boxes:
- - 643 - - 75
- 558 - 1043
- 160 - 128
fixed_bottoms: fixed_bottoms:
- 616 - 1065
fixed_tops: fixed_tops:
- 534 - 1028
last_updated: '2025-11-26 20:09:26' last_updated: '2025-11-29 12:23:45'
channel3: channel3:
annotation_count: 1 annotation_count: 1
areas: areas:
......
database/mission_result/123_21/我去饿_区域1.csv 0 → 100644
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database/model/detection_model/detect/模型描述.txt
然后我去佛i好的食品发酵食品的 这是综合模型，经过了多种场景的训练与测试，适应性强，准确率高。
然后我去佛i好的食品发酵食品的 这是综合模型，经过了多种场景的训练与测试，适应性强，准确率高。
\ No newline at end of file \ No newline at end of file
handlers/videopage/curvepanel_handler.py
...@@ -799,6 +799,11 @@ class CurvePanelHandler: ...@@ -799,6 +799,11 @@ class CurvePanelHandler:
# 按文件夹名称排序 # 按文件夹名称排序
mission_folders.sort(key=lambda x: x['name']) mission_folders.sort(key=lambda x: x['name'])
print(f"📂 [任务扫描] 扫描目录: {mission_result_dir}")
print(f"📂 [任务扫描] 找到 {len(mission_folders)} 个任务文件夹")
for folder in mission_folders:
print(f" - {folder['name']}")
# 通知UI更新下拉框 # 通知UI更新下拉框
if self.curve_panel: if self.curve_panel:
self.curve_panel.updateMissionFolderList(mission_folders) self.curve_panel.updateMissionFolderList(mission_folders)
...@@ -1034,8 +1039,7 @@ class CurvePanelHandler: ...@@ -1034,8 +1039,7 @@ class CurvePanelHandler:
new_points: 新增的数据点列表 new_points: 新增的数据点列表
""" """
try: try:
# 🔥 调试：记录接收到的数据
print(f"📥 [曲线数据处理-主线程] 接收到数据: curve_id={curve_id}, area_idx={area_idx}, 数据点数={len(new_points)}")
# 🔥 检查是否在曲线模式（防止UI对象生命周期问题） # 🔥 检查是否在曲线模式（防止UI对象生命周期问题）
if hasattr(self, 'is_curve_mode_active'): if hasattr(self, 'is_curve_mode_active'):
......
handlers/view_handler.py
...@@ -121,21 +121,104 @@ class ViewHandler: ...@@ -121,21 +121,104 @@ class ViewHandler:
def _getCurrentDetectionState(self): def _getCurrentDetectionState(self):
""" """
获取当前检测线程的运行状态 获取当前检测线程的运行状态（基于curvemission使用的通道）
Returns: Returns:
bool: True=有检测线程正在运行, False=没有检测线程运行 bool: True=curvemission使用的通道中有任意一个检测线程正在运行, False=全部停止
""" """
print(f"\n🔍 [检测状态判断] 开始检查...")
if not hasattr(self, 'thread_manager'): if not hasattr(self, 'thread_manager'):
print(f"❌ [检测状态判断] 没有thread_manager")
return False
# 获取当前curvemission选择的任务
if not hasattr(self, 'curvemission'):
print(f"❌ [检测状态判断] 没有curvemission")
return False
mission_name = self.curvemission.currentText()
print(f"📋 [检测状态判断] 当前任务: {mission_name}")
if not mission_name or mission_name == "请选择任务":
print(f"❌ [检测状态判断] 未选择有效任务")
return False return False
# 检查是否有任何检测线程正在运行 # 🔥 第一层判断：检查任务状态
for context in self.thread_manager.contexts.values(): mission_status = self._getMissionStatus(mission_name)
if context and context.detection_flag: print(f"📊 [检测状态判断] 任务状态: '{mission_status}'")
if mission_status == "未启动":
print(f"⚠️ [检测状态判断] 任务状态为'未启动'，跳过detection_flag检查，直接使用历史回放模式（索引1）")
return False
else:
print(f"✅ [检测状态判断] 任务状态为'{mission_status}'，继续检查detection_flag")
# 获取该任务使用的通道列表
task_channels = self._getTaskChannels(mission_name)
print(f"📡 [检测状态判断] 任务使用的通道: {task_channels}")
if not task_channels:
print(f"❌ [检测状态判断] 任务没有配置通道")
return False
# 将通道名称转换为通道ID（通道1 -> channel1）
channel_ids = []
for channel_name in task_channels:
if '通道' in channel_name:
# 提取数字部分
channel_num = channel_name.replace('通道', '')
channel_ids.append(f'channel{channel_num}')
print(f"🔑 [检测状态判断] 转换后的通道ID: {channel_ids}")
# 检查这些通道的detection_flag状态
# 只要有任意一个通道的detection_flag为True，就返回True
for channel_id in channel_ids:
context = self.thread_manager.get_channel_context(channel_id)
if context:
detection_flag = context.detection_flag
print(f" 🔸 {channel_id}: detection_flag={detection_flag}, type={type(detection_flag)}")
# 确保 detection_flag 是布尔值 True
if detection_flag is True or detection_flag == True:
print(f"✅ [检测状态判断] 发现运行中的检测线程: {channel_id}")
return True return True
else:
print(f" ⚠️ {channel_id}: 没有context")
# 所有通道的detection_flag都为False
print(f"❌ [检测状态判断] 所有通道的检测线程都已停止")
return False return False
def _getMissionStatus(self, mission_name):
"""
获取任务的实际运行状态（检查是否有通道正在使用该任务）
Args:
mission_name: 任务名称
Returns:
str: 任务状态，"已启动" 或 "未启动"
"""
try:
# 🔥 检查任务是否被任何通道使用
# MissionPanelHandler 是通过 Mixin 继承的，所以直接用 self._isTaskInUse
if hasattr(self, '_isTaskInUse'):
is_in_use = self._isTaskInUse(mission_name)
status = "已启动" if is_in_use else "未启动"
print(f" 🔍 [任务状态检查] 任务'{mission_name}' is_in_use={is_in_use} → 状态='{status}'")
return status
else:
# 如果没有 _isTaskInUse 方法，默认返回"未启动"
print(f" ⚠️ [任务状态检查] 没有_isTaskInUse方法，默认返回'未启动'")
return "未启动"
except Exception as e:
print(f"❌ [任务状态] 获取失败: {e}")
import traceback
traceback.print_exc()
return "未启动"
def _switchToCurveLayout(self): def _switchToCurveLayout(self):
"""切换到曲线模式：根据检测线程状态选择合适的子布局""" """切换到曲线模式：根据检测线程状态选择合适的子布局"""
# 🔥 检查检测线程状态，决定使用哪种子布局 # 🔥 检查检测线程状态，决定使用哪种子布局
...@@ -312,7 +395,10 @@ class ViewHandler: ...@@ -312,7 +395,10 @@ class ViewHandler:
Args: Args:
detection_running: bool, True=检测线程运行中, False=检测线程停止 detection_running: bool, True=检测线程运行中, False=检测线程停止
""" """
print(f"\n🔄 [布局切换] detection_running={detection_running}")
if not hasattr(self, 'curveLayoutStack'): if not hasattr(self, 'curveLayoutStack'):
print(f"❌ [布局切换] 没有curveLayoutStack")
return return
if detection_running: if detection_running:
...@@ -322,6 +408,7 @@ class ViewHandler: ...@@ -322,6 +408,7 @@ class ViewHandler:
mode_text = "实时检测" mode_text = "实时检测"
mode_style = "font-weight: bold; padding: 2px 8px;" mode_style = "font-weight: bold; padding: 2px 8px;"
curve_mode = 'realtime' curve_mode = 'realtime'
print(f"✅ [布局切换] 选择索引0 - 实时检测布局")
else: else:
# 切换到历史回放布局（索引1） # 切换到历史回放布局（索引1）
...@@ -330,6 +417,7 @@ class ViewHandler: ...@@ -330,6 +417,7 @@ class ViewHandler:
mode_text = "历史回放" mode_text = "历史回放"
mode_style = "font-weight: bold; padding: 2px 8px;" mode_style = "font-weight: bold; padding: 2px 8px;"
curve_mode = 'history' curve_mode = 'history'
print(f"✅ [布局切换] 选择索引1 - 历史回放布局")
# 🔥 同步切换曲线绘制模式 # 🔥 同步切换曲线绘制模式
...@@ -350,15 +438,15 @@ class ViewHandler: ...@@ -350,15 +438,15 @@ class ViewHandler:
pass pass
# 执行布局切换 # 执行布局切换
if self.curveLayoutStack.currentIndex() != target_index: current_index = self.curveLayoutStack.currentIndex()
print(f"📍 [布局切换] 当前索引: {current_index}, 目标索引: {target_index}")
if current_index != target_index:
self.curveLayoutStack.setCurrentIndex(target_index) self.curveLayoutStack.setCurrentIndex(target_index)
self._curve_sub_layout_mode = target_index self._curve_sub_layout_mode = target_index
print(f"✅ [布局切换] 已切换到索引 {target_index}")
# 🔥 切换模式后，重新应用通道筛选逻辑 else:
if hasattr(self, 'curvemission') and hasattr(self, '_onCurveMissionChanged'): print(f"ℹ️ [布局切换] 已经是目标索引 {target_index}，无需切换")
current_mission = self.curvemission.currentText()
if current_mission and current_mission != "请选择任务":
self._onCurveMissionChanged(current_mission)
def _loadCurveDataOrStartThreads(self): def _loadCurveDataOrStartThreads(self):
......
rules/git.md
...@@ -10,3 +10,5 @@ C - Copied（已复制）：文件已被复制 ...@@ -10,3 +10,5 @@ C - Copied（已复制）：文件已被复制
U - Unmerged（未合并）：存在合并冲突 U - Unmerged（未合并）：存在合并冲突
channeldetect=True channeldetect=True
curve_load_mode curve_load_mode
检测线程运行中 (detection_running=True) → 索引0（实时检测模式）
检测线程停止 (detection_running=False) → 索引1（历史回放模式）
\ No newline at end of file
rules/optimization_tasks.md deleted 100644 → 0
# 全局检测线程优化任务清单
## 📋 项目概述
**目标**：将现有的多通道独立检测线程架构优化为全局单一检测线程 + 模型池 + 智能调度的架构
**预期收益**：
- 显存占用减少25%（从4个模型实例减少到3个）
- 线程数量减少75%（从4个检测线程减少到1个）
- 上下文切换减少80%（最小化模型切换）
- 推理吞吐量提升50-100%（批处理优化）
- 响应延迟保证<200ms（防卡顿机制）
---
## 🚀 阶段1：核心组件实现（高优先级）
### 任务1.1：创建全局检测线程框架
**状态**：✅ 已完成
**优先级**：🔴 高
**实际工时**：1天
**目标**：替代现有的多通道独立检测线程
**当前问题分析**：
- 每个通道都有独立的检测线程（`thread_manager.py._detection_loop`）
- 每个通道都加载独立的模型实例（`context.detection_model`）
- 存在频繁的线程上下文切换开销
**实现步骤**：
1. [x] 创建 `GlobalDetectionThread` 类
- 文件位置：`handlers/videopage/thread_manager/threads/global_detection_thread.py`
- 实现单一线程主循环
- 集成帧收集、调度、推理、分发流程
- 使用单例模式确保全局唯一
2. [x] 替代现有检测线程启动逻辑
- 修改 `thread_manager.py.start_detection_thread()` 方法
- 保持接口兼容性，内部切换到全局线程
- 实现通道注册/注销机制
3. [x] 实现线程生命周期管理
- 全局线程的启动/停止控制
- 应用退出时的资源清理
- 添加异常处理和日志记录
**验收标准**：
- [x] 全局检测线程能够正常启动和停止
- [x] 保持现有接口兼容性
- [x] 基本的帧处理流程框架已建立（使用占位符实现）
**实现成果**：
- ✅ 创建了完整的 `GlobalDetectionThread` 单例类
- ✅ 实现了通道注册/注销机制
- ✅ 修改了 `thread_manager.py` 的启动/停止逻辑
- ✅ 添加了应用退出时的资源清理
- ✅ 使用占位符实现了核心组件接口，为后续任务做好准备
---
### 任务1.2：实现模型池管理器
**状态**：✅ 已完成
**优先级**：🔴 高
**实际工时**：1天
**目标**：实现模型常驻显存和共享机制
**当前问题分析**：
- 每个通道独立加载模型：`DetectionThread._initialize_detection_engine`
- 相同模型被重复加载（Channel2和Channel3都使用Model_3）
- 模型没有常驻显存机制，存在重复初始化开销
**实现步骤**：
1. [x] 创建 `ModelPoolManager` 类
- 文件位置：`handlers/videopage/thread_manager/model_pool_manager.py`
- 扫描配置文件识别唯一模型路径
- 建立通道到模型的映射关系
- 实现线程安全的模型池管理
2. [x] 实现模型常驻显存加载
- 应用启动时一次性加载所有不同模型
- 模型实例在显存中保持活跃状态
- 实现模型切换接口（索引切换，非重新加载）
- 自动配置标注数据和区域高度
3. [x] 添加内存监控和异常处理
- 实时监控GPU显存使用情况
- 完善的异常处理和错误恢复
- 应用退出时的资源清理
- 性能统计和监控指标
**验收标准**：
- [x] 只加载3个不同的模型实例（而非4个）
- [x] 模型在整个应用生命周期内常驻显存
- [x] 模型切换响应时间<5ms（通过索引切换实现）
- [x] 显存使用量比原方案减少25%
**实现成果**：
- ✅ 创建了完整的 `ModelPoolManager` 类，支持模型常驻显存
- ✅ 实现了智能模型扫描，自动识别唯一模型并建立映射
- ✅ 集成了标注配置和区域高度的自动加载
- ✅ 添加了完善的性能监控和GPU内存监控
- ✅ 实现了线程安全的模型池管理和批量推理接口
- ✅ 集成到全局检测线程，替换了占位符实现
---
### 任务1.3：实现帧收集器
**状态**：✅ 已完成
**优先级**：🔴 高
**实际工时**：1天
**目标**：统一收集各通道帧并按模型分组
**当前问题分析**：
- 各通道独立从 `frame_buffer` 读取帧
- 没有统一的帧收集和分组机制
- 无法实现跨通道的批处理优化
**实现步骤**：
1. [x] 创建 `FrameCollector` 类
- 文件位置：`handlers/videopage/thread_manager/frame_collector.py`
- 实现多通道帧收集逻辑
- 轮询所有活跃通道的frame_buffer
- 支持开发模式和生产模式
2. [x] 实现帧分组机制
- 根据channel_model_mapping按模型类型分组
- 维护帧的时间戳和通道元数据
- 自动处理通道到模型的映射关系
- 生成帧分组摘要信息
3. [x] 优化帧收集性能
- 使用非阻塞队列操作
- 避免不必要的帧拷贝
- 实现智能帧丢弃策略（处理积压）
- 提供标准和优化两种收集模式
**验收标准**：
- [x] 能够同时收集所有通道的帧
- [x] 按模型类型正确分组
- [x] 帧收集延迟<5ms（目标<2ms）
- [x] 支持动态通道启停
**实现成果**：
- ✅ 创建了完整的 `FrameCollector` 类，支持高效帧收集
- ✅ 实现了智能帧分组机制，按模型类型自动分组
- ✅ 添加了两种收集模式：标准模式和优化模式
- ✅ 实现了完善的性能监控和统计功能
- ✅ 支持帧丢弃策略，防止队列积压
- ✅ 集成到全局检测线程，替换了占位符实现
- ✅ 修复了模型池管理器初始化问题，支持开发模式
---
### 任务1.4：实现结果分发器
**状态**：✅ 已完成
**优先级**：🔴 高
**实际工时**：1天
**目标**：将批处理结果分发到各通道队列
**当前问题分析**：
- 结果直接写入单通道队列
- 没有批处理结果的分发机制
- 需要保持现有队列接口兼容
**实现步骤**：
1. [x] 创建 `ResultDistributor` 类
- 文件位置：`handlers/videopage/thread_manager/result_distributor.py`
- 实现批处理结果解析
- 按通道ID分发到对应队列
- 支持标准和优化两种分发模式
2. [x] 保持现有接口兼容性
- 更新 `context.latest_detection`
- 写入 `detection_mission_results` 队列
- 写入 `storage_data` 队列
- 触发回调函数
- 完全兼容现有队列接口
3. [x] 优化分发性能
- 批量队列操作
- 避免阻塞写入
- 处理队列满的情况
- 智能错误处理和恢复
**验收标准**：
- [x] 批处理结果能够正确分发到各通道
- [x] 保持现有队列接口完全兼容
- [x] 结果分发延迟<2ms（目标<1ms）
- [x] 支持并发安全访问
**实现成果**：
- ✅ 创建了完整的 `ResultDistributor` 类，支持高效结果分发
- ✅ 实现了批处理结果的智能解析和分组
- ✅ 保持了现有队列接口的完全兼容性
- ✅ 添加了完善的错误处理和队列溢出处理
- ✅ 实现了线程安全的并发访问控制
- ✅ 提供了详细的性能监控和统计功能
- ✅ 集成到全局检测线程，替换了占位符实现
- ✅ 最终修复了模型池管理器初始化问题
---
## ⚡ 阶段2：智能调度实现（中优先级）
### 任务2.1：实现智能调度器
**状态**：⏳ 待开始
**优先级**：🟡 中
**预计工时**：3-4天
**目标**：优化批处理和模型切换策略
**实现步骤**：
1. [ ] 创建 `IntelligentScheduler` 类
- 文件位置：`handlers/videopage/thread_manager/intelligent_scheduler.py`
- 实现动态批处理决策算法
- 实现粘性调度策略
2. [ ] 实现批处理优化算法
- 动态阈值控制（批大小 vs 超时）
- 负载均衡算法
- 最小化模型切换策略
3. [ ] 添加性能监控
- 批处理效率统计
- 模型切换频率监控
- 调度决策日志
**验收标准**：
- [ ] 批处理效率提升50%以上
- [ ] 模型切换次数减少80%以上
- [ ] 调度决策时间<1ms
---
### 任务2.2：实现防卡顿机制
**状态**：⏳ 待开始
**优先级**：🟡 中
**预计工时**：2-3天
**目标**：确保所有通道公平调度，避免卡顿
**实现步骤**：
1. [ ] 实现时间片轮转调度
- 为每个模型分配固定处理时间片
- 避免某个模型长期占用GPU
- 动态调整时间片大小
2. [ ] 添加饥饿检测机制
- 监控各通道等待时间
- 超过阈值时强制调度
- 饥饿事件统计和恢复
3. [ ] 实现公平性保证
- 加权轮询算法
- 动态优先级调整
- 紧急通道支持
**验收标准**：
- [ ] 任何通道最大等待时间<200ms
- [ ] 通道间调度公平性>90%
- [ ] 饥饿事件发生率<1%
---
## 🔧 阶段3：系统集成（中优先级）
### 任务3.1：集成到现有系统
**状态**：⏳ 待开始
**优先级**：🟡 中
**预计工时**：2-3天
**目标**：无缝替换现有检测线程
**实现步骤**：
1. [ ] 修改线程管理器启动逻辑
- 更新 `thread_manager.py` 的相关方法
- 保持 `ChannelThreadContext` 接口兼容
- 实现配置文件兼容性
2. [ ] 实现平滑迁移机制
- 支持新旧架构切换开关
- 提供回滚机制
- 迁移验证和测试
3. [ ] 更新相关文档
- API接口文档
- 配置说明文档
- 故障排除指南
**验收标准**：
- [ ] 现有功能完全兼容
- [ ] 配置文件无需修改
- [ ] 支持热切换（可选）
---
### 任务3.2：添加监控和调试
**状态**：⏳ 待开始
**优先级**：🟢 低
**预计工时**：2天
**目标**：实现性能监控和问题诊断
**实现步骤**：
1. [ ] 实现性能指标收集
- 各模型推理耗时统计
- 批处理效率监控
- GPU利用率跟踪
- 内存使用情况监控
2. [ ] 添加防卡顿监控
- 各通道等待时间统计
- 模型切换频率监控
- 饥饿事件计数
- 调度公平性评估
3. [ ] 实现调试日志系统
- 模型切换日志
- 批处理决策日志
- 异常事件日志
- 性能瓶颈分析
**验收标准**：
- [ ] 完整的性能监控仪表板
- [ ] 实时调试信息输出
- [ ] 历史数据分析功能
---
## 🧪 阶段4：测试和优化（低优先级）
### 任务4.1：性能测试和优化
**状态**：⏳ 待开始
**优先级**：🟢 低
**预计工时**：3-4天
**目标**：验证优化效果并进一步调优
**实现步骤**：
1. [ ] 设计性能测试用例
- 单通道性能测试
- 多通道并发测试
- 极限负载测试
- 长时间稳定性测试
2. [ ] 性能对比分析
- 优化前后性能对比
- 不同场景下的表现
- 资源使用情况分析
- 瓶颈识别和优化
3. [ ] 参数调优
- 批处理大小优化
- 超时时间调优
- 时间片分配优化
- 内存使用优化
**验收标准**：
- [ ] 所有性能指标达到预期目标
- [ ] 系统稳定性测试通过
- [ ] 优化效果量化报告
---
## 📊 验收标准总览
### 性能指标
| 指标 | 当前实现 | 优化目标 | 验收标准 |
|------|----------|----------|----------|
| **显存占用** | 4个模型实例 | 3个模型实例 | 减少25% |
| **线程数量** | 4个检测线程 | 1个检测线程 | 减少75% |
| **上下文切换** | 频繁线程切换 | 最小模型切换 | 减少80% |
| **推理吞吐量** | 单帧推理 | 批量推理 | 提升50-100% |
| **响应延迟** | 不可控 | <200ms保证 | 稳定性提升 |
### 功能要求
- [ ] 完全向后兼容现有接口
- [ ] 支持动态通道启停
- [ ] 异常恢复和自动重启
- [ ] 配置文件兼容性
- [ ] 实时监控和调试
### 质量要求
- [ ] 代码覆盖率>80%
- [ ] 单元测试通过率100%
- [ ] 集成测试通过率100%
- [ ] 7×24小时稳定性测试通过
---
## 🎯 实施建议
### 开发顺序
1. **优先实施阶段1**：核心组件是基础，必须先完成
2. **渐进式开发**：每完成一个任务就进行测试验证
3. **保持兼容性**：确保每个阶段都不破坏现有功能
4. **充分测试**：每个组件都要有对应的单元测试
### 风险控制
- **回滚机制**：保留原有实现，支持快速回滚
- **分支开发**：使用独立分支进行开发，避免影响主线
- **渐进部署**：先在测试环境验证，再逐步部署到生产环境
### 资源需求
- **开发时间**：预计总工时15-20天
- **测试环境**：需要多GPU环境进行性能测试
- **监控工具**：GPU监控、性能分析工具
---
## 📝 更新日志
| 日期 | 版本 | 更新内容 | 更新人 |
|------|------|----------|--------|
| 2025-11-13 | v1.0 | 初始版本，完整任务清单 | Cascade |
---
**文档状态**：✅ 已完成
**最后更新**：2025-11-13
**下一步行动**：开始执行任务1.1 - 创建全局检测线程框架
rules/软件功能逻辑设计.md 0 → 100644
1曲线模式索引0布局，只显示根据curvemission筛选使用的通道面板失效了
1曲线模式索引0布局，只显示根据curvemission筛选使用的通道面板失效了
2判断detection_falg前，若curvemission任务面板状态列的状态为未启动（ mission_status变量），则直接使用索引1布局
选择任务
↓
检查任务状态
↓
任务状态 = "未启动"?
├─ 是 → 返回 False → 索引1（历史回放）
└─ 否 → 继续检查
↓
检查通道 detection_flag
↓
任意通道 detection_flag = True?
├─ 是 → 返回 True → 索引0（实时检测）
└─ 否 → 返回 False → 索引1（历史回放）
\ No newline at end of file
widgets/videopage/general_set.py
...@@ -386,7 +386,7 @@ class GeneralSetPanel(QtWidgets.QWidget): ...@@ -386,7 +386,7 @@ class GeneralSetPanel(QtWidgets.QWidget):
layout.addWidget(task_name_label, 0, 2) layout.addWidget(task_name_label, 0, 2)
layout.addWidget(self.task_name_edit, 0, 3) layout.addWidget(self.task_name_edit, 0, 3)
# 第二行：检测模型、数据推送地址 # 第二行：检测模型、地址
model_path_label = QtWidgets.QLabel("检测模型:") model_path_label = QtWidgets.QLabel("检测模型:")
self.model_path_display = QtWidgets.QLineEdit() self.model_path_display = QtWidgets.QLineEdit()
self.model_path_display.setReadOnly(True) self.model_path_display.setReadOnly(True)
...@@ -394,7 +394,11 @@ class GeneralSetPanel(QtWidgets.QWidget): ...@@ -394,7 +394,11 @@ class GeneralSetPanel(QtWidgets.QWidget):
self.model_path_display.setMinimumWidth(scale_w(140)) # 响应式宽度 self.model_path_display.setMinimumWidth(scale_w(140)) # 响应式宽度
push_label = QtWidgets.QLabel("数据推送地址:") push_label = QtWidgets.QLabel("数据推送地址:")
self.push_edit = QtWidgets.QLineEdit("192.168.1.234/put/push/height") self.push_edit = QtWidgets.QLineEdit()
self.push_edit.setReadOnly(True)
self.push_edit.setPlaceholderText("数据推送功能开发中，敬请期待。")
self.push_edit.setMinimumWidth(scale_w(140)) # 响应式宽度
layout.addWidget(model_path_label, 1, 0) layout.addWidget(model_path_label, 1, 0)
layout.addWidget(self.model_path_display, 1, 1) layout.addWidget(self.model_path_display, 1, 1)
......
widgets/videopage/historyvideopanel.py
...@@ -195,7 +195,7 @@ class HistoryVideoPanel(QtWidgets.QWidget): ...@@ -195,7 +195,7 @@ class HistoryVideoPanel(QtWidgets.QWidget):
nvr_layout.addWidget(nvr_label) nvr_layout.addWidget(nvr_label)
self.nvrAddressEdit = QtWidgets.QLineEdit() self.nvrAddressEdit = QtWidgets.QLineEdit()
self.nvrAddressEdit.setPlaceholderText("请输入NVR地址...") self.nvrAddressEdit.setPlaceholderText("NVR历史回放功能开发中，敬请期待。")
self.nvrAddressEdit.setFont(FontManager.getMediumFont()) self.nvrAddressEdit.setFont(FontManager.getMediumFont())
self.nvrAddressEdit.setStyleSheet(""" self.nvrAddressEdit.setStyleSheet("""
QLineEdit { QLineEdit {
......
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