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feat: 优化数据分析页面，添加Excel工单导入功能

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- 优化数据分析页面，添加可定制的图表功能
- 支持多种图表类型：折线图、柱状图、饼图、环形图、雷达图、极坐标图
- 添加图表定制功能：时间范围选择、数据维度选择
- 实现Excel工单导入功能，支持详情.xlsx文件
- 添加工单编辑功能，包括前端UI和后端API
- 修复WebSocket连接错误，处理invalid Connection header问题
- 简化预警管理参数，改为卡片式选择
- 实现Agent主动调用，无需人工干预
- 改进知识库导入，结合累计工单内容与大模型输出
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zhaojie
2025-09-10 23:13:08 +08:00
parent e08b570f22
commit 0c03ff20aa
16 changed files with 3077 additions and 51 deletions
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701
logs/dashboard.log
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@@ -2408,3 +2408,704 @@ WHERE knowledge_entries.is_active = true AND knowledge_entries.is_verified = tru
2025-09-08 15:24:31,102 - werkzeug - INFO - 127.0.0.1 - - [08/Sep/2025 15:24:31] "GET /api/health HTTP/1.1" 200 -
2025-09-08 15:25:31,094 - werkzeug - INFO - 127.0.0.1 - - [08/Sep/2025 15:25:31] "GET /api/health HTTP/1.1" 200 -
2025-09-08 15:26:31,092 - werkzeug - INFO - 127.0.0.1 - - [08/Sep/2025 15:26:31] "GET /api/health HTTP/1.1" 200 -
2025-09-08 15:27:31,139 - werkzeug - INFO - 127.0.0.1 - - [08/Sep/2025 15:27:31] "GET /api/health HTTP/1.1" 200 -
2025-09-08 15:28:31,130 - werkzeug - INFO - 127.0.0.1 - - [08/Sep/2025 15:28:31] "GET /api/health HTTP/1.1" 200 -
2025-09-08 15:29:31,187 - werkzeug - INFO - 127.0.0.1 - - [08/Sep/2025 15:29:31] "GET /api/health HTTP/1.1" 200 -
2025-09-08 15:30:31,159 - werkzeug - INFO - 127.0.0.1 - - [08/Sep/2025 15:30:31] "GET /api/health HTTP/1.1" 200 -
2025-09-08 15:31:31,136 - werkzeug - INFO - 127.0.0.1 - - [08/Sep/2025 15:31:31] "GET /api/health HTTP/1.1" 200 -
2025-09-08 15:32:31,146 - werkzeug - INFO - 127.0.0.1 - - [08/Sep/2025 15:32:31] "GET /api/health HTTP/1.1" 200 -
2025-09-08 15:33:31,133 - werkzeug - INFO - 127.0.0.1 - - [08/Sep/2025 15:33:31] "GET /api/health HTTP/1.1" 200 -
2025-09-08 15:35:40,176 - werkzeug - INFO - 127.0.0.1 - - [08/Sep/2025 15:35:40] "GET /api/health HTTP/1.1" 200 -
2025-09-08 15:36:31,097 - werkzeug - INFO - 127.0.0.1 - - [08/Sep/2025 15:36:31] "GET /api/health HTTP/1.1" 200 -
2025-09-08 15:37:31,132 - werkzeug - INFO - 127.0.0.1 - - [08/Sep/2025 15:37:31] "GET /api/health HTTP/1.1" 200 -
2025-09-08 15:38:31,102 - werkzeug - INFO - 127.0.0.1 - - [08/Sep/2025 15:38:31] "GET /api/health HTTP/1.1" 200 -
2025-09-08 15:39:31,100 - werkzeug - INFO - 127.0.0.1 - - [08/Sep/2025 15:39:31] "GET /api/health HTTP/1.1" 200 -
2025-09-08 15:40:31,116 - werkzeug - INFO - 127.0.0.1 - - [08/Sep/2025 15:40:31] "GET /api/health HTTP/1.1" 200 -
2025-09-08 15:41:31,099 - werkzeug - INFO - 127.0.0.1 - - [08/Sep/2025 15:41:31] "GET /api/health HTTP/1.1" 200 -
2025-09-08 15:43:00,051 - werkzeug - INFO - 127.0.0.1 - - [08/Sep/2025 15:43:00] "GET /api/health HTTP/1.1" 200 -
2025-09-08 15:43:31,110 - werkzeug - INFO - 127.0.0.1 - - [08/Sep/2025 15:43:31] "GET /api/health HTTP/1.1" 200 -
2025-09-10 22:36:01,003 - __main__ - INFO - 正在启动TSP智能助手综合管理平台...
2025-09-10 22:36:02,691 - src.core.database - INFO - 数据库初始化成功
2025-09-10 22:36:05,024 - src.knowledge_base.knowledge_manager - INFO - 向量化器加载成功，包含 48 个条目
2025-09-10 22:36:05,034 - src.knowledge_base.knowledge_manager - INFO - 向量化器加载成功，包含 48 个条目
2025-09-10 22:36:05,035 - src.main - INFO - TSP助手初始化完成
2025-09-10 22:36:05,044 - src.knowledge_base.knowledge_manager - INFO - 向量化器加载成功，包含 48 个条目
2025-09-10 22:36:05,051 - src.knowledge_base.knowledge_manager - INFO - 向量化器加载成功，包含 48 个条目
2025-09-10 22:36:05,052 - src.main - INFO - TSP助手初始化完成
2025-09-10 22:36:05,052 - src.agent.tool_manager - INFO - 注册工具: search_knowledge
2025-09-10 22:36:05,052 - src.agent.tool_manager - INFO - 注册工具: create_work_order
2025-09-10 22:36:05,053 - src.agent.tool_manager - INFO - 注册工具: update_work_order
2025-09-10 22:36:05,053 - src.agent.tool_manager - INFO - 注册工具: generate_response
2025-09-10 22:36:05,053 - src.agent.tool_manager - INFO - 注册工具: analyze_data
2025-09-10 22:36:05,053 - src.agent.tool_manager - INFO - 注册工具: send_notification
2025-09-10 22:36:05,053 - src.agent.tool_manager - INFO - 注册工具: schedule_task
2025-09-10 22:36:05,053 - src.agent.tool_manager - INFO - 注册工具: web_search
2025-09-10 22:36:05,053 - src.agent.tool_manager - INFO - 注册工具: file_operation
2025-09-10 22:36:05,053 - src.agent.tool_manager - INFO - 注册工具: database_query
2025-09-10 22:36:05,054 - src.agent.tool_manager - INFO - 已注册 10 个默认工具
2025-09-10 22:36:05,054 - src.agent.agent_core - INFO - Agent核心初始化完成
2025-09-10 22:36:05,054 - src.agent_assistant - INFO - TSP Agent助手初始化完成
2025-09-10 22:36:05,063 - src.knowledge_base.knowledge_manager - INFO - 向量化器加载成功，包含 48 个条目
2025-09-10 22:36:05,142 - werkzeug - INFO - WARNING: This is a development server. Do not use it in a production deployment. Use a production WSGI server instead.
* Running on all addresses (0.0.0.0)
* Running on http://127.0.0.1:5000
* Running on http://192.168.26.238:5000
2025-09-10 22:36:05,143 - werkzeug - INFO - Press CTRL+C to quit
2025-09-10 22:36:05,179 - src.knowledge_base.knowledge_manager - INFO - 向量化器加载成功，包含 48 个条目
2025-09-10 22:36:05,183 - src.web.websocket_server - INFO - 启动WebSocket服务器: ws://localhost:8765
2025-09-10 22:36:05,188 - websockets.server - INFO - server listening on [::1]:8765
2025-09-10 22:36:05,189 - websockets.server - INFO - server listening on 127.0.0.1:8765
2025-09-10 22:36:11,102 - werkzeug - INFO - 127.0.0.1 - - [10/Sep/2025 22:36:11] "GET / HTTP/1.1" 200 -
2025-09-10 22:36:11,437 - werkzeug - INFO - 127.0.0.1 - - [10/Sep/2025 22:36:11] "GET /static/js/dashboard.js HTTP/1.1" 200 -
2025-09-10 22:36:13,910 - werkzeug - INFO - 127.0.0.1 - - [10/Sep/2025 22:36:13] "GET /api/health HTTP/1.1" 200 -
2025-09-10 22:36:14,178 - werkzeug - INFO - 127.0.0.1 - - [10/Sep/2025 22:36:14] "GET /api/chat/sessions HTTP/1.1" 200 -
2025-09-10 22:36:14,179 - werkzeug - INFO - 127.0.0.1 - - [10/Sep/2025 22:36:14] "GET /api/workorders HTTP/1.1" 200 -
2025-09-10 22:36:14,194 - werkzeug - INFO - 127.0.0.1 - - [10/Sep/2025 22:36:14] "GET /api/system/info HTTP/1.1" 200 -
2025-09-10 22:36:14,214 - werkzeug - INFO - 127.0.0.1 - - [10/Sep/2025 22:36:14] "GET /api/knowledge/stats HTTP/1.1" 200 -
2025-09-10 22:36:14,214 - werkzeug - INFO - 127.0.0.1 - - [10/Sep/2025 22:36:14] "GET /api/alerts HTTP/1.1" 200 -
2025-09-10 22:36:14,274 - werkzeug - INFO - 127.0.0.1 - - [10/Sep/2025 22:36:14] "GET /favicon.ico HTTP/1.1" 404 -
2025-09-10 22:36:16,244 - werkzeug - INFO - 127.0.0.1 - - [10/Sep/2025 22:36:16] "GET /api/agent/status HTTP/1.1" 200 -
2025-09-10 22:36:17,442 - werkzeug - INFO - 127.0.0.1 - - [10/Sep/2025 22:36:17] "GET /api/alerts HTTP/1.1" 200 -
2025-09-10 22:36:18,891 - werkzeug - INFO - 127.0.0.1 - - [10/Sep/2025 22:36:18] "GET /api/health HTTP/1.1" 200 -
2025-09-10 22:36:19,231 - werkzeug - INFO - 127.0.0.1 - - [10/Sep/2025 22:36:19] "GET /api/knowledge?page=1&per_page=10 HTTP/1.1" 200 -
2025-09-10 22:36:23,885 - werkzeug - INFO - 127.0.0.1 - - [10/Sep/2025 22:36:23] "GET /api/health HTTP/1.1" 200 -
2025-09-10 22:36:24,491 - src.knowledge_base.knowledge_manager - INFO - 知识库条目取消验证成功: 61
2025-09-10 22:36:24,492 - werkzeug - INFO - 127.0.0.1 - - [10/Sep/2025 22:36:24] "POST /api/knowledge/unverify/61 HTTP/1.1" 200 -
2025-09-10 22:36:24,721 - werkzeug - INFO - 127.0.0.1 - - [10/Sep/2025 22:36:24] "GET /api/knowledge?page=1&per_page=10 HTTP/1.1" 200 -
2025-09-10 22:36:25,932 - src.knowledge_base.knowledge_manager - INFO - 知识库条目验证成功: 61
2025-09-10 22:36:25,933 - werkzeug - INFO - 127.0.0.1 - - [10/Sep/2025 22:36:25] "POST /api/knowledge/verify/61 HTTP/1.1" 200 -
2025-09-10 22:36:26,245 - werkzeug - INFO - 127.0.0.1 - - [10/Sep/2025 22:36:26] "GET /api/knowledge?page=1&per_page=10 HTTP/1.1" 200 -
2025-09-10 22:36:27,241 - src.knowledge_base.knowledge_manager - INFO - 知识库条目验证成功: 51
2025-09-10 22:36:27,242 - werkzeug - INFO - 127.0.0.1 - - [10/Sep/2025 22:36:27] "POST /api/knowledge/verify/51 HTTP/1.1" 200 -
2025-09-10 22:36:27,565 - werkzeug - INFO - 127.0.0.1 - - [10/Sep/2025 22:36:27] "GET /api/knowledge?page=1&per_page=10 HTTP/1.1" 200 -
2025-09-10 22:36:28,405 - src.knowledge_base.knowledge_manager - INFO - 知识库条目验证成功: 52
2025-09-10 22:36:28,406 - werkzeug - INFO - 127.0.0.1 - - [10/Sep/2025 22:36:28] "POST /api/knowledge/verify/52 HTTP/1.1" 200 -
2025-09-10 22:36:28,726 - werkzeug - INFO - 127.0.0.1 - - [10/Sep/2025 22:36:28] "GET /api/knowledge?page=1&per_page=10 HTTP/1.1" 200 -
2025-09-10 22:36:29,000 - werkzeug - INFO - 127.0.0.1 - - [10/Sep/2025 22:36:29] "GET /api/health HTTP/1.1" 200 -
2025-09-10 22:36:29,824 - src.knowledge_base.knowledge_manager - INFO - 知识库条目验证成功: 53
2025-09-10 22:36:29,825 - werkzeug - INFO - 127.0.0.1 - - [10/Sep/2025 22:36:29] "POST /api/knowledge/verify/53 HTTP/1.1" 200 -
2025-09-10 22:36:30,137 - werkzeug - INFO - 127.0.0.1 - - [10/Sep/2025 22:36:30] "GET /api/knowledge?page=1&per_page=10 HTTP/1.1" 200 -
2025-09-10 22:36:31,290 - werkzeug - INFO - 127.0.0.1 - - [10/Sep/2025 22:36:31] "GET /api/workorders HTTP/1.1" 200 -
2025-09-10 22:36:33,343 - werkzeug - INFO - 127.0.0.1 - - [10/Sep/2025 22:36:33] "GET /api/workorders/1 HTTP/1.1" 200 -
2025-09-10 22:36:33,886 - werkzeug - INFO - 127.0.0.1 - - [10/Sep/2025 22:36:33] "GET /api/health HTTP/1.1" 200 -
2025-09-10 22:36:39,194 - werkzeug - INFO - 127.0.0.1 - - [10/Sep/2025 22:36:39] "GET /api/health HTTP/1.1" 200 -
2025-09-10 22:36:42,193 - werkzeug - INFO - 127.0.0.1 - - [10/Sep/2025 22:36:42] "GET /api/workorders/1 HTTP/1.1" 200 -
2025-09-10 22:36:44,196 - werkzeug - INFO - 127.0.0.1 - - [10/Sep/2025 22:36:44] "GET /api/health HTTP/1.1" 200 -
2025-09-10 22:36:47,972 - werkzeug - INFO - 127.0.0.1 - - [10/Sep/2025 22:36:47] "GET /api/analytics HTTP/1.1" 200 -
2025-09-10 22:36:49,206 - werkzeug - INFO - 127.0.0.1 - - [10/Sep/2025 22:36:49] "GET /api/health HTTP/1.1" 200 -
2025-09-10 22:36:50,882 - werkzeug - INFO - 127.0.0.1 - - [10/Sep/2025 22:36:50] "GET /api/agent/status HTTP/1.1" 200 -
2025-09-10 22:36:53,493 - src.analytics.monitor_service - INFO - 监控服务已启动
2025-09-10 22:36:53,494 - src.main - INFO - 监控服务已启动
2025-09-10 22:36:53,495 - src.agent.auto_monitor - INFO - 自动监控循环已启动
2025-09-10 22:36:53,495 - src.agent.auto_monitor - INFO - 自动监控服务已启动
2025-09-10 22:36:53,496 - src.agent.auto_monitor - INFO - 执行第 1 次自动监控检查
2025-09-10 22:36:53,496 - src.agent_assistant - INFO - 主动监控已启动
2025-09-10 22:36:53,497 - werkzeug - INFO - 127.0.0.1 - - [10/Sep/2025 22:36:53] "POST /api/agent/monitoring/start HTTP/1.1" 200 -
2025-09-10 22:36:53,535 - src.agent.auto_monitor - INFO - 触发主动行动: alert_overflow - 活跃预警数量过多: 17
2025-09-10 22:36:53,536 - src.agent.auto_monitor - INFO - 主动行动记录: {"timestamp": "2025-09-10T22:36:53.536449", "action_type": "alert_overflow", "priority": "high", "description": "活跃预警数量过多: 17", "action": "建议立即处理预警", "data": {"alert_count": 17}}
2025-09-10 22:36:53,537 - src.agent.auto_monitor - INFO - 处理预警溢出
2025-09-10 22:36:53,537 - src.agent.auto_monitor - ERROR - 检查工单积压失败: 'TSPAgentAssistant' object has no attribute 'get_workorders'
2025-09-10 22:36:53,552 - src.analytics.monitor_service - INFO - 触发 3 个预警
2025-09-10 22:36:53,552 - src.analytics.monitor_service - WARNING - 预警触发: 用户满意度较低: 0.00 (阈值: 0.6)
2025-09-10 22:36:53,552 - src.analytics.monitor_service - INFO - 发送通知: {'level': '警告', 'message': '用户满意度较低: 0.00 (阈值: 0.6)', 'timestamp': '2025-09-10T22:36:53.511361', 'rule_name': '满意度预警'}
2025-09-10 22:36:53,552 - src.analytics.monitor_service - WARNING - 警告预警: 用户满意度较低: 0.00 (阈值: 0.6)
2025-09-10 22:36:53,553 - src.analytics.monitor_service - WARNING - 预警触发: 知识库命中率较低: 0.00 (阈值: 0.5)
2025-09-10 22:36:53,553 - src.analytics.monitor_service - INFO - 发送通知: {'level': '警告', 'message': '知识库命中率较低: 0.00 (阈值: 0.5)', 'timestamp': '2025-09-10T22:36:53.530414', 'rule_name': '知识库命中率预警'}
2025-09-10 22:36:53,553 - src.analytics.monitor_service - WARNING - 警告预警: 知识库命中率较低: 0.00 (阈值: 0.5)
2025-09-10 22:36:53,553 - src.analytics.monitor_service - WARNING - 预警触发: 系统内存使用率过高: 84.1% (阈值: 80.0%)
2025-09-10 22:36:53,553 - src.analytics.monitor_service - INFO - 发送通知: {'level': '警告', 'message': '系统内存使用率过高: 84.1% (阈值: 80.0%)', 'timestamp': '2025-09-10T22:36:53.547594', 'rule_name': '内存使用预警'}
2025-09-10 22:36:53,553 - src.analytics.monitor_service - WARNING - 警告预警: 系统内存使用率过高: 84.1% (阈值: 80.0%)
2025-09-10 22:36:53,883 - werkzeug - INFO - 127.0.0.1 - - [10/Sep/2025 22:36:53] "GET /api/health HTTP/1.1" 200 -
2025-09-10 22:36:54,183 - werkzeug - INFO - 127.0.0.1 - - [10/Sep/2025 22:36:54] "GET /api/agent/status HTTP/1.1" 200 -
2025-09-10 22:36:56,413 - werkzeug - INFO - 127.0.0.1 - - [10/Sep/2025 22:36:56] "POST /api/agent/intelligent-analysis HTTP/1.1" 200 -
2025-09-10 22:36:56,674 - werkzeug - INFO - 127.0.0.1 - - [10/Sep/2025 22:36:56] "POST /api/agent/intelligent-analysis HTTP/1.1" 200 -
2025-09-10 22:36:57,922 - werkzeug - INFO - 127.0.0.1 - - [10/Sep/2025 22:36:57] "GET /api/settings HTTP/1.1" 200 -
2025-09-10 22:36:59,189 - werkzeug - INFO - 127.0.0.1 - - [10/Sep/2025 22:36:59] "GET /api/health HTTP/1.1" 200 -
2025-09-10 22:37:01,829 - werkzeug - INFO - 127.0.0.1 - - [10/Sep/2025 22:37:01] "GET /api/analytics HTTP/1.1" 200 -
2025-09-10 22:37:04,190 - werkzeug - INFO - 127.0.0.1 - - [10/Sep/2025 22:37:04] "GET /api/health HTTP/1.1" 200 -
2025-09-10 22:37:06,201 - werkzeug - INFO - 127.0.0.1 - - [10/Sep/2025 22:37:06] "GET /api/workorders HTTP/1.1" 200 -
2025-09-10 22:37:09,191 - werkzeug - INFO - 127.0.0.1 - - [10/Sep/2025 22:37:09] "GET /api/health HTTP/1.1" 200 -
2025-09-10 22:37:13,890 - werkzeug - INFO - 127.0.0.1 - - [10/Sep/2025 22:37:13] "GET /api/health HTTP/1.1" 200 -
2025-09-10 22:37:19,202 - werkzeug - INFO - 127.0.0.1 - - [10/Sep/2025 22:37:19] "GET /api/health HTTP/1.1" 200 -
2025-09-10 22:37:24,094 - werkzeug - INFO - 127.0.0.1 - - [10/Sep/2025 22:37:24] "GET /api/health HTTP/1.1" 200 -
2025-09-10 22:37:29,212 - werkzeug - INFO - 127.0.0.1 - - [10/Sep/2025 22:37:29] "GET /api/health HTTP/1.1" 200 -
2025-09-10 22:37:33,893 - werkzeug - INFO - 127.0.0.1 - - [10/Sep/2025 22:37:33] "GET /api/health HTTP/1.1" 200 -
2025-09-10 22:37:39,396 - werkzeug - INFO - 127.0.0.1 - - [10/Sep/2025 22:37:39] "GET /api/health HTTP/1.1" 200 -
2025-09-10 22:37:44,082 - werkzeug - INFO - 127.0.0.1 - - [10/Sep/2025 22:37:44] "GET /api/health HTTP/1.1" 200 -
2025-09-10 22:37:49,393 - werkzeug - INFO - 127.0.0.1 - - [10/Sep/2025 22:37:49] "GET /api/health HTTP/1.1" 200 -
2025-09-10 22:37:54,090 - werkzeug - INFO - 127.0.0.1 - - [10/Sep/2025 22:37:54] "GET /api/health HTTP/1.1" 200 -
2025-09-10 22:37:59,400 - werkzeug - INFO - 127.0.0.1 - - [10/Sep/2025 22:37:59] "GET /api/health HTTP/1.1" 200 -
2025-09-10 22:38:00,132 - websockets.server - INFO - connection rejected (426 Upgrade Required)
2025-09-10 22:38:00,134 - websockets.server - INFO - connection closed
2025-09-10 22:38:00,275 - websockets.server - INFO - connection rejected (426 Upgrade Required)
2025-09-10 22:38:00,278 - websockets.server - INFO - connection closed
2025-09-10 22:38:04,090 - werkzeug - INFO - 127.0.0.1 - - [10/Sep/2025 22:38:04] "GET /api/health HTTP/1.1" 200 -
2025-09-10 22:38:09,402 - werkzeug - INFO - 127.0.0.1 - - [10/Sep/2025 22:38:09] "GET /api/health HTTP/1.1" 200 -
2025-09-10 22:38:14,090 - werkzeug - INFO - 127.0.0.1 - - [10/Sep/2025 22:38:14] "GET /api/health HTTP/1.1" 200 -
2025-09-10 22:38:19,407 - werkzeug - INFO - 127.0.0.1 - - [10/Sep/2025 22:38:19] "GET /api/health HTTP/1.1" 200 -
2025-09-10 22:38:24,096 - werkzeug - INFO - 127.0.0.1 - - [10/Sep/2025 22:38:24] "GET /api/health HTTP/1.1" 200 -
2025-09-10 22:38:29,408 - werkzeug - INFO - 127.0.0.1 - - [10/Sep/2025 22:38:29] "GET /api/health HTTP/1.1" 200 -
2025-09-10 22:38:34,088 - werkzeug - INFO - 127.0.0.1 - - [10/Sep/2025 22:38:34] "GET /api/health HTTP/1.1" 200 -
2025-09-10 22:38:39,208 - werkzeug - INFO - 127.0.0.1 - - [10/Sep/2025 22:38:39] "GET /api/health HTTP/1.1" 200 -
2025-09-10 22:38:44,132 - werkzeug - INFO - 127.0.0.1 - - [10/Sep/2025 22:38:44] "GET /api/health HTTP/1.1" 200 -
2025-09-10 22:38:49,414 - werkzeug - INFO - 127.0.0.1 - - [10/Sep/2025 22:38:49] "GET /api/health HTTP/1.1" 200 -
2025-09-10 22:38:54,096 - werkzeug - INFO - 127.0.0.1 - - [10/Sep/2025 22:38:54] "GET /api/health HTTP/1.1" 200 -
2025-09-10 22:38:59,406 - werkzeug - INFO - 127.0.0.1 - - [10/Sep/2025 22:38:59] "GET /api/health HTTP/1.1" 200 -
2025-09-10 22:39:04,090 - werkzeug - INFO - 127.0.0.1 - - [10/Sep/2025 22:39:04] "GET /api/health HTTP/1.1" 200 -
2025-09-10 22:39:09,415 - werkzeug - INFO - 127.0.0.1 - - [10/Sep/2025 22:39:09] "GET /api/health HTTP/1.1" 200 -
2025-09-10 22:39:14,092 - werkzeug - INFO - 127.0.0.1 - - [10/Sep/2025 22:39:14] "GET /api/health HTTP/1.1" 200 -
2025-09-10 22:39:19,399 - werkzeug - INFO - 127.0.0.1 - - [10/Sep/2025 22:39:19] "GET /api/health HTTP/1.1" 200 -
2025-09-10 22:39:24,094 - werkzeug - INFO - 127.0.0.1 - - [10/Sep/2025 22:39:24] "GET /api/health HTTP/1.1" 200 -
2025-09-10 22:39:29,416 - werkzeug - INFO - 127.0.0.1 - - [10/Sep/2025 22:39:29] "GET /api/health HTTP/1.1" 200 -
2025-09-10 22:39:34,095 - werkzeug - INFO - 127.0.0.1 - - [10/Sep/2025 22:39:34] "GET /api/health HTTP/1.1" 200 -
2025-09-10 22:39:39,412 - werkzeug - INFO - 127.0.0.1 - - [10/Sep/2025 22:39:39] "GET /api/health HTTP/1.1" 200 -
2025-09-10 22:40:00,101 - werkzeug - INFO - 127.0.0.1 - - [10/Sep/2025 22:40:00] "GET /api/health HTTP/1.1" 200 -
2025-09-10 22:40:15,161 - werkzeug - INFO - 127.0.0.1 - - [10/Sep/2025 22:40:15] "GET /api/health HTTP/1.1" 200 -
2025-09-10 22:40:16,829 - werkzeug - INFO - 127.0.0.1 - - [10/Sep/2025 22:40:16] "GET /api/agent/status HTTP/1.1" 200 -
2025-09-10 22:40:18,698 - src.dialogue.realtime_chat - INFO - 创建新会话: session_user_001_1757515218
2025-09-10 22:40:18,701 - werkzeug - INFO - 127.0.0.1 - - [10/Sep/2025 22:40:18] "POST /api/chat/session HTTP/1.1" 200 -
2025-09-10 22:40:18,978 - werkzeug - INFO - 127.0.0.1 - - [10/Sep/2025 22:40:18] "GET /api/health HTTP/1.1" 200 -
2025-09-10 22:40:23,139 - src.core.llm_client - INFO - API请求成功
2025-09-10 22:40:23,153 - werkzeug - INFO - 127.0.0.1 - - [10/Sep/2025 22:40:23] "POST /api/chat/message HTTP/1.1" 200 -
2025-09-10 22:40:24,227 - werkzeug - INFO - 127.0.0.1 - - [10/Sep/2025 22:40:24] "GET /api/health HTTP/1.1" 200 -
2025-09-10 22:40:27,306 - werkzeug - INFO - 127.0.0.1 - - [10/Sep/2025 22:40:27] "GET /chat HTTP/1.1" 200 -
2025-09-10 22:40:27,662 - werkzeug - INFO - 127.0.0.1 - - [10/Sep/2025 22:40:27] "GET /static/js/chat.js HTTP/1.1" 304 -
2025-09-10 22:40:28,607 - werkzeug - INFO - 127.0.0.1 - - [10/Sep/2025 22:40:28] "GET /chat HTTP/1.1" 200 -
2025-09-10 22:40:28,707 - werkzeug - INFO - 127.0.0.1 - - [10/Sep/2025 22:40:28] "GET /static/js/chat.js HTTP/1.1" 304 -
2025-09-10 22:40:29,107 - werkzeug - INFO - 127.0.0.1 - - [10/Sep/2025 22:40:29] "GET /api/health HTTP/1.1" 200 -
2025-09-10 22:40:29,939 - websockets.server - INFO - connection open
2025-09-10 22:40:29,940 - src.web.websocket_server - INFO - 客户端连接: ('::1', 13772, 0, 0)
2025-09-10 22:40:29,950 - src.dialogue.realtime_chat - INFO - 创建新会话: session_user_001_1757515229
2025-09-10 22:40:34,452 - werkzeug - INFO - 127.0.0.1 - - [10/Sep/2025 22:40:34] "GET /api/health HTTP/1.1" 200 -
2025-09-10 22:40:36,817 - src.core.llm_client - INFO - API请求成功
2025-09-10 22:40:39,107 - werkzeug - INFO - 127.0.0.1 - - [10/Sep/2025 22:40:39] "GET /api/health HTTP/1.1" 200 -
2025-09-10 22:40:44,499 - werkzeug - INFO - 127.0.0.1 - - [10/Sep/2025 22:40:44] "GET /api/health HTTP/1.1" 200 -
2025-09-10 22:40:49,125 - werkzeug - INFO - 127.0.0.1 - - [10/Sep/2025 22:40:49] "GET /api/health HTTP/1.1" 200 -
2025-09-10 22:40:53,654 - src.analytics.monitor_service - INFO - 触发 1 个预警
2025-09-10 22:40:53,654 - src.analytics.monitor_service - WARNING - 预警触发: 用户对话中断率过高: 0.50 (阈值: 0.3)
2025-09-10 22:40:53,655 - src.analytics.monitor_service - INFO - 发送通知: {'level': '警告', 'message': '用户对话中断率过高: 0.50 (阈值: 0.3)', 'timestamp': '2025-09-10T22:40:53.647669', 'rule_name': '对话中断预警'}
2025-09-10 22:40:53,655 - src.analytics.monitor_service - WARNING - 警告预警: 用户对话中断率过高: 0.50 (阈值: 0.3)
2025-09-10 22:40:54,415 - werkzeug - INFO - 127.0.0.1 - - [10/Sep/2025 22:40:54] "GET /api/health HTTP/1.1" 200 -
2025-09-10 22:40:59,100 - werkzeug - INFO - 127.0.0.1 - - [10/Sep/2025 22:40:59] "GET /api/health HTTP/1.1" 200 -
2025-09-10 22:41:04,419 - werkzeug - INFO - 127.0.0.1 - - [10/Sep/2025 22:41:04] "GET /api/health HTTP/1.1" 200 -
2025-09-10 22:41:09,114 - werkzeug - INFO - 127.0.0.1 - - [10/Sep/2025 22:41:09] "GET /api/health HTTP/1.1" 200 -
2025-09-10 22:41:14,426 - werkzeug - INFO - 127.0.0.1 - - [10/Sep/2025 22:41:14] "GET /api/health HTTP/1.1" 200 -
2025-09-10 22:41:19,097 - werkzeug - INFO - 127.0.0.1 - - [10/Sep/2025 22:41:19] "GET /api/health HTTP/1.1" 200 -
2025-09-10 22:41:24,420 - werkzeug - INFO - 127.0.0.1 - - [10/Sep/2025 22:41:24] "GET /api/health HTTP/1.1" 200 -
2025-09-10 22:41:24,657 - werkzeug - INFO - 127.0.0.1 - - [10/Sep/2025 22:41:24] "GET / HTTP/1.1" 200 -
2025-09-10 22:41:24,820 - werkzeug - INFO - 127.0.0.1 - - [10/Sep/2025 22:41:24] "GET /static/js/dashboard.js HTTP/1.1" 304 -
2025-09-10 22:41:25,212 - werkzeug - INFO - 127.0.0.1 - - [10/Sep/2025 22:41:25] "GET /api/health HTTP/1.1" 200 -
2025-09-10 22:41:25,489 - werkzeug - INFO - 127.0.0.1 - - [10/Sep/2025 22:41:25] "GET /api/chat/sessions HTTP/1.1" 200 -
2025-09-10 22:41:25,496 - werkzeug - INFO - 127.0.0.1 - - [10/Sep/2025 22:41:25] "GET /api/workorders HTTP/1.1" 200 -
2025-09-10 22:41:25,514 - werkzeug - INFO - 127.0.0.1 - - [10/Sep/2025 22:41:25] "GET /api/system/info HTTP/1.1" 200 -
2025-09-10 22:41:25,525 - werkzeug - INFO - 127.0.0.1 - - [10/Sep/2025 22:41:25] "GET /api/alerts HTTP/1.1" 200 -
2025-09-10 22:41:25,544 - werkzeug - INFO - 127.0.0.1 - - [10/Sep/2025 22:41:25] "GET /api/knowledge/stats HTTP/1.1" 200 -
2025-09-10 22:41:27,055 - werkzeug - INFO - 127.0.0.1 - - [10/Sep/2025 22:41:27] "GET /api/knowledge?page=1&per_page=10 HTTP/1.1" 200 -
2025-09-10 22:41:27,845 - werkzeug - INFO - 127.0.0.1 - - [10/Sep/2025 22:41:27] "GET /api/workorders HTTP/1.1" 200 -
2025-09-10 22:41:30,494 - werkzeug - INFO - 127.0.0.1 - - [10/Sep/2025 22:41:30] "GET /api/health HTTP/1.1" 200 -
2025-09-10 22:41:30,803 - werkzeug - INFO - 127.0.0.1 - - [10/Sep/2025 22:41:30] "GET /api/workorders HTTP/1.1" 200 -
2025-09-10 22:41:33,174 - werkzeug - INFO - 127.0.0.1 - - [10/Sep/2025 22:41:33] "GET /api/workorders HTTP/1.1" 200 -
2025-09-10 22:41:35,180 - werkzeug - INFO - 127.0.0.1 - - [10/Sep/2025 22:41:35] "GET /api/health HTTP/1.1" 200 -
2025-09-10 22:41:36,624 - werkzeug - INFO - 127.0.0.1 - - [10/Sep/2025 22:41:36] "GET /api/workorders?status=open HTTP/1.1" 200 -
2025-09-10 22:41:40,186 - werkzeug - INFO - 127.0.0.1 - - [10/Sep/2025 22:41:40] "GET /api/health HTTP/1.1" 200 -
2025-09-10 22:41:40,467 - werkzeug - INFO - 127.0.0.1 - - [10/Sep/2025 22:41:40] "GET /api/workorders?status=open HTTP/1.1" 200 -
2025-09-10 22:41:46,429 - werkzeug - INFO - 127.0.0.1 - - [10/Sep/2025 22:41:46] "GET /api/health HTTP/1.1" 200 -
2025-09-10 22:41:51,114 - werkzeug - INFO - 127.0.0.1 - - [10/Sep/2025 22:41:51] "GET /api/health HTTP/1.1" 200 -
2025-09-10 22:41:53,547 - src.agent.auto_monitor - INFO - 执行第 2 次自动监控检查
2025-09-10 22:41:53,562 - src.agent.auto_monitor - INFO - 触发主动行动: alert_overflow - 活跃预警数量过多: 23
2025-09-10 22:41:53,563 - src.agent.auto_monitor - INFO - 主动行动记录: {"timestamp": "2025-09-10T22:41:53.563228", "action_type": "alert_overflow", "priority": "high", "description": "活跃预警数量过多: 23", "action": "建议立即处理预警", "data": {"alert_count": 23}}
2025-09-10 22:41:53,563 - src.agent.auto_monitor - INFO - 处理预警溢出
2025-09-10 22:41:53,563 - src.agent.auto_monitor - ERROR - 检查工单积压失败: 'TSPAgentAssistant' object has no attribute 'get_workorders'
2025-09-10 22:41:56,425 - werkzeug - INFO - 127.0.0.1 - - [10/Sep/2025 22:41:56] "GET /api/health HTTP/1.1" 200 -
2025-09-10 22:42:00,154 - werkzeug - INFO - 127.0.0.1 - - [10/Sep/2025 22:42:00] "GET /api/health HTTP/1.1" 200 -
2025-09-10 22:42:01,436 - werkzeug - INFO - 127.0.0.1 - - [10/Sep/2025 22:42:01] "GET /api/health HTTP/1.1" 200 -
2025-09-10 22:42:03,671 - werkzeug - INFO - 127.0.0.1 - - [10/Sep/2025 22:42:03] "GET /alerts HTTP/1.1" 200 -
2025-09-10 22:42:04,020 - werkzeug - INFO - 127.0.0.1 - - [10/Sep/2025 22:42:04] "GET /static/css/style.css HTTP/1.1" 200 -
2025-09-10 22:42:04,268 - werkzeug - INFO - 127.0.0.1 - - [10/Sep/2025 22:42:04] "GET /static/js/app.js HTTP/1.1" 200 -
2025-09-10 22:42:04,686 - werkzeug - INFO - 127.0.0.1 - - [10/Sep/2025 22:42:04] "GET /api/alerts HTTP/1.1" 200 -
2025-09-10 22:42:04,694 - werkzeug - INFO - 127.0.0.1 - - [10/Sep/2025 22:42:04] "GET /api/rules HTTP/1.1" 200 -
2025-09-10 22:42:04,708 - werkzeug - INFO - 127.0.0.1 - - [10/Sep/2025 22:42:04] "GET /api/health HTTP/1.1" 200 -
2025-09-10 22:42:04,778 - werkzeug - INFO - 127.0.0.1 - - [10/Sep/2025 22:42:04] "GET /api/monitor/status HTTP/1.1" 200 -
2025-09-10 22:42:05,290 - werkzeug - INFO - 127.0.0.1 - - [10/Sep/2025 22:42:05] "GET /api/health HTTP/1.1" 200 -
2025-09-10 22:42:09,677 - werkzeug - INFO - 127.0.0.1 - - [10/Sep/2025 22:42:09] "GET /api/health HTTP/1.1" 200 -
2025-09-10 22:42:09,698 - werkzeug - INFO - 127.0.0.1 - - [10/Sep/2025 22:42:09] "GET /api/monitor/status HTTP/1.1" 200 -
2025-09-10 22:42:11,120 - werkzeug - INFO - 127.0.0.1 - - [10/Sep/2025 22:42:11] "GET /api/health HTTP/1.1" 200 -
2025-09-10 22:42:14,696 - werkzeug - INFO - 127.0.0.1 - - [10/Sep/2025 22:42:14] "GET /api/monitor/status HTTP/1.1" 200 -
2025-09-10 22:42:14,702 - werkzeug - INFO - 127.0.0.1 - - [10/Sep/2025 22:42:14] "GET /api/alerts HTTP/1.1" 200 -
2025-09-10 22:42:14,704 - werkzeug - INFO - 127.0.0.1 - - [10/Sep/2025 22:42:14] "GET /api/health HTTP/1.1" 200 -
2025-09-10 22:42:16,132 - werkzeug - INFO - 127.0.0.1 - - [10/Sep/2025 22:42:16] "GET /api/health HTTP/1.1" 200 -
2025-09-10 22:42:18,012 - src.analytics.monitor_service - INFO - 监控服务已启动
2025-09-10 22:42:18,014 - src.main - INFO - 监控服务已启动
2025-09-10 22:42:18,015 - werkzeug - INFO - 127.0.0.1 - - [10/Sep/2025 22:42:18] "POST /api/monitor/start HTTP/1.1" 200 -
2025-09-10 22:42:18,120 - src.analytics.monitor_service - INFO - 触发 4 个预警
2025-09-10 22:42:18,120 - src.analytics.monitor_service - WARNING - 预警触发: 用户满意度较低: 0.00 (阈值: 0.6)
2025-09-10 22:42:18,120 - src.analytics.monitor_service - INFO - 发送通知: {'level': '警告', 'message': '用户满意度较低: 0.00 (阈值: 0.6)', 'timestamp': '2025-09-10T22:42:18.022114', 'rule_name': '满意度预警'}
2025-09-10 22:42:18,120 - src.analytics.monitor_service - WARNING - 警告预警: 用户满意度较低: 0.00 (阈值: 0.6)
2025-09-10 22:42:18,121 - src.analytics.monitor_service - WARNING - 预警触发: 知识库命中率较低: 0.00 (阈值: 0.5)
2025-09-10 22:42:18,122 - src.analytics.monitor_service - INFO - 发送通知: {'level': '警告', 'message': '知识库命中率较低: 0.00 (阈值: 0.5)', 'timestamp': '2025-09-10T22:42:18.067562', 'rule_name': '知识库命中率预警'}
2025-09-10 22:42:18,123 - src.analytics.monitor_service - WARNING - 警告预警: 知识库命中率较低: 0.00 (阈值: 0.5)
2025-09-10 22:42:18,124 - src.analytics.monitor_service - WARNING - 预警触发: 系统内存使用率过高: 84.8% (阈值: 80.0%)
2025-09-10 22:42:18,126 - src.analytics.monitor_service - INFO - 发送通知: {'level': '警告', 'message': '系统内存使用率过高: 84.8% (阈值: 80.0%)', 'timestamp': '2025-09-10T22:42:18.101003', 'rule_name': '内存使用预警'}
2025-09-10 22:42:18,126 - src.analytics.monitor_service - WARNING - 警告预警: 系统内存使用率过高: 84.8% (阈值: 80.0%)
2025-09-10 22:42:18,126 - src.analytics.monitor_service - WARNING - 预警触发: 用户对话中断率过高: 0.50 (阈值: 0.3)
2025-09-10 22:42:18,127 - src.analytics.monitor_service - INFO - 发送通知: {'level': '警告', 'message': '用户对话中断率过高: 0.50 (阈值: 0.3)', 'timestamp': '2025-09-10T22:42:18.113652', 'rule_name': '对话中断预警'}
2025-09-10 22:42:18,128 - src.analytics.monitor_service - WARNING - 警告预警: 用户对话中断率过高: 0.50 (阈值: 0.3)
2025-09-10 22:42:18,301 - werkzeug - INFO - 127.0.0.1 - - [10/Sep/2025 22:42:18] "GET /api/monitor/status HTTP/1.1" 200 -
2025-09-10 22:42:19,365 - werkzeug - INFO - 127.0.0.1 - - [10/Sep/2025 22:42:19] "GET /api/health HTTP/1.1" 200 -
2025-09-10 22:42:19,707 - werkzeug - INFO - 127.0.0.1 - - [10/Sep/2025 22:42:19] "GET /api/monitor/status HTTP/1.1" 200 -
2025-09-10 22:42:21,434 - werkzeug - INFO - 127.0.0.1 - - [10/Sep/2025 22:42:21] "GET /api/health HTTP/1.1" 200 -
2025-09-10 22:42:24,428 - werkzeug - INFO - 127.0.0.1 - - [10/Sep/2025 22:42:24] "GET /api/health HTTP/1.1" 200 -
2025-09-10 22:42:24,666 - werkzeug - INFO - 127.0.0.1 - - [10/Sep/2025 22:42:24] "GET /api/alerts HTTP/1.1" 200 -
2025-09-10 22:42:24,742 - werkzeug - INFO - 127.0.0.1 - - [10/Sep/2025 22:42:24] "GET /api/monitor/status HTTP/1.1" 200 -
2025-09-10 22:42:26,444 - werkzeug - INFO - 127.0.0.1 - - [10/Sep/2025 22:42:26] "GET /api/health HTTP/1.1" 200 -
2025-09-10 22:42:29,367 - werkzeug - INFO - 127.0.0.1 - - [10/Sep/2025 22:42:29] "GET /api/health HTTP/1.1" 200 -
2025-09-10 22:42:29,756 - werkzeug - INFO - 127.0.0.1 - - [10/Sep/2025 22:42:29] "GET /api/monitor/status HTTP/1.1" 200 -
2025-09-10 22:42:30,765 - werkzeug - INFO - 127.0.0.1 - - [10/Sep/2025 22:42:30] "POST /api/alerts/31/resolve HTTP/1.1" 200 -
2025-09-10 22:42:31,001 - werkzeug - INFO - 127.0.0.1 - - [10/Sep/2025 22:42:31] "GET /api/alerts HTTP/1.1" 200 -
2025-09-10 22:42:31,128 - werkzeug - INFO - 127.0.0.1 - - [10/Sep/2025 22:42:31] "GET /api/health HTTP/1.1" 200 -
2025-09-10 22:42:34,349 - werkzeug - INFO - 127.0.0.1 - - [10/Sep/2025 22:42:34] "POST /api/alerts/33/resolve HTTP/1.1" 200 -
2025-09-10 22:42:34,620 - werkzeug - INFO - 127.0.0.1 - - [10/Sep/2025 22:42:34] "GET /api/health HTTP/1.1" 200 -
2025-09-10 22:42:34,655 - werkzeug - INFO - 127.0.0.1 - - [10/Sep/2025 22:42:34] "GET /api/alerts HTTP/1.1" 200 -
2025-09-10 22:42:34,680 - werkzeug - INFO - 127.0.0.1 - - [10/Sep/2025 22:42:34] "GET /api/alerts HTTP/1.1" 200 -
2025-09-10 22:42:34,698 - werkzeug - INFO - 127.0.0.1 - - [10/Sep/2025 22:42:34] "GET /api/monitor/status HTTP/1.1" 200 -
2025-09-10 22:42:35,190 - werkzeug - INFO - 127.0.0.1 - - [10/Sep/2025 22:42:35] "POST /api/alerts/34/resolve HTTP/1.1" 200 -
2025-09-10 22:42:35,444 - werkzeug - INFO - 127.0.0.1 - - [10/Sep/2025 22:42:35] "GET /api/alerts HTTP/1.1" 200 -
2025-09-10 22:42:36,175 - werkzeug - INFO - 127.0.0.1 - - [10/Sep/2025 22:42:36] "GET /api/health HTTP/1.1" 200 -
2025-09-10 22:42:38,558 - werkzeug - INFO - 127.0.0.1 - - [10/Sep/2025 22:42:38] "POST /api/alerts/32/resolve HTTP/1.1" 200 -
2025-09-10 22:42:38,807 - werkzeug - INFO - 127.0.0.1 - - [10/Sep/2025 22:42:38] "GET /api/alerts HTTP/1.1" 200 -
2025-09-10 22:42:39,363 - werkzeug - INFO - 127.0.0.1 - - [10/Sep/2025 22:42:39] "GET /api/health HTTP/1.1" 200 -
2025-09-10 22:42:39,782 - werkzeug - INFO - 127.0.0.1 - - [10/Sep/2025 22:42:39] "GET /api/monitor/status HTTP/1.1" 200 -
2025-09-10 22:42:41,434 - werkzeug - INFO - 127.0.0.1 - - [10/Sep/2025 22:42:41] "GET /api/health HTTP/1.1" 200 -
2025-09-10 22:42:44,345 - werkzeug - INFO - 127.0.0.1 - - [10/Sep/2025 22:42:44] "GET /api/health HTTP/1.1" 200 -
2025-09-10 22:42:44,694 - werkzeug - INFO - 127.0.0.1 - - [10/Sep/2025 22:42:44] "GET /api/alerts HTTP/1.1" 200 -
2025-09-10 22:42:44,728 - werkzeug - INFO - 127.0.0.1 - - [10/Sep/2025 22:42:44] "GET /api/monitor/status HTTP/1.1" 200 -
2025-09-10 22:42:50,442 - werkzeug - INFO - 127.0.0.1 - - [10/Sep/2025 22:42:50] "GET /api/health HTTP/1.1" 200 -
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2025-09-10 22:43:19,860 - src.dialogue.realtime_chat - INFO - 结束会话: session_user_001_1757515229
2025-09-10 22:43:20,114 - werkzeug - INFO - 127.0.0.1 - - [10/Sep/2025 22:43:20] "GET /api/health HTTP/1.1" 200 -
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2025-09-10 22:43:28,069 - src.web.websocket_server - INFO - 客户端断开: ('::1', 13772, 0, 0)
2025-09-10 22:43:28,069 - websockets.server - INFO - connection closed
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2025-09-10 22:46:20,637 - __main__ - INFO - 正在启动TSP智能助手综合管理平台...
2025-09-10 22:46:21,476 - src.core.database - INFO - 数据库初始化成功
2025-09-10 22:46:22,871 - src.knowledge_base.knowledge_manager - INFO - 向量化器加载成功，包含 48 个条目
2025-09-10 22:46:22,880 - src.knowledge_base.knowledge_manager - INFO - 向量化器加载成功，包含 48 个条目
2025-09-10 22:46:22,881 - src.main - INFO - TSP助手初始化完成
2025-09-10 22:46:22,891 - src.knowledge_base.knowledge_manager - INFO - 向量化器加载成功，包含 48 个条目
2025-09-10 22:46:22,900 - src.knowledge_base.knowledge_manager - INFO - 向量化器加载成功，包含 48 个条目
2025-09-10 22:46:22,902 - src.main - INFO - TSP助手初始化完成
2025-09-10 22:46:22,902 - src.agent.tool_manager - INFO - 注册工具: search_knowledge
2025-09-10 22:46:22,902 - src.agent.tool_manager - INFO - 注册工具: create_work_order
2025-09-10 22:46:22,903 - src.agent.tool_manager - INFO - 注册工具: update_work_order
2025-09-10 22:46:22,903 - src.agent.tool_manager - INFO - 注册工具: generate_response
2025-09-10 22:46:22,903 - src.agent.tool_manager - INFO - 注册工具: analyze_data
2025-09-10 22:46:22,903 - src.agent.tool_manager - INFO - 注册工具: send_notification
2025-09-10 22:46:22,904 - src.agent.tool_manager - INFO - 注册工具: schedule_task
2025-09-10 22:46:22,904 - src.agent.tool_manager - INFO - 注册工具: web_search
2025-09-10 22:46:22,904 - src.agent.tool_manager - INFO - 注册工具: file_operation
2025-09-10 22:46:22,905 - src.agent.tool_manager - INFO - 注册工具: database_query
2025-09-10 22:46:22,905 - src.agent.tool_manager - INFO - 已注册 10 个默认工具
2025-09-10 22:46:22,905 - src.agent.agent_core - INFO - Agent核心初始化完成
2025-09-10 22:46:22,905 - src.agent_assistant - INFO - TSP Agent助手初始化完成
2025-09-10 22:46:22,916 - src.knowledge_base.knowledge_manager - INFO - 向量化器加载成功，包含 48 个条目
2025-09-10 22:46:22,978 - werkzeug - INFO - WARNING: This is a development server. Do not use it in a production deployment. Use a production WSGI server instead.
* Running on all addresses (0.0.0.0)
* Running on http://127.0.0.1:5000
* Running on http://192.168.26.238:5000
2025-09-10 22:46:22,978 - werkzeug - INFO - Press CTRL+C to quit
2025-09-10 22:46:23,004 - src.knowledge_base.knowledge_manager - INFO - 向量化器加载成功，包含 48 个条目
2025-09-10 22:46:23,006 - src.web.websocket_server - INFO - 启动WebSocket服务器: ws://localhost:8765
2025-09-10 22:46:23,011 - websockets.server - INFO - server listening on 127.0.0.1:8765
2025-09-10 22:46:23,011 - websockets.server - INFO - server listening on [::1]:8765
2025-09-10 22:46:28,171 - werkzeug - INFO - 127.0.0.1 - - [10/Sep/2025 22:46:28] "GET /api/health HTTP/1.1" 200 -
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2025-09-10 22:46:34,394 - werkzeug - INFO - 127.0.0.1 - - [10/Sep/2025 22:46:34] "GET /api/health HTTP/1.1" 200 -
2025-09-10 22:46:35,437 - websockets.server - INFO - connection rejected (200 OK)
2025-09-10 22:46:35,438 - websockets.server - INFO - connection closed
2025-09-10 22:46:35,608 - websockets.server - INFO - connection rejected (200 OK)
2025-09-10 22:46:35,624 - websockets.server - INFO - connection closed
2025-09-10 22:46:39,083 - werkzeug - INFO - 127.0.0.1 - - [10/Sep/2025 22:46:39] "GET /api/health HTTP/1.1" 200 -
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2025-09-10 22:46:46,613 - werkzeug - INFO - 127.0.0.1 - - [10/Sep/2025 22:46:46] "GET /static/js/dashboard.js HTTP/1.1" 200 -
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2025-09-10 22:58:03,303 - __main__ - INFO - 正在启动TSP智能助手综合管理平台...
2025-09-10 22:58:05,745 - src.core.database - INFO - 数据库初始化成功
2025-09-10 22:58:07,461 - src.knowledge_base.knowledge_manager - INFO - 向量化器加载成功，包含 48 个条目
2025-09-10 22:58:07,470 - src.knowledge_base.knowledge_manager - INFO - 向量化器加载成功，包含 48 个条目
2025-09-10 22:58:07,471 - src.main - INFO - TSP助手初始化完成
2025-09-10 22:58:07,480 - src.knowledge_base.knowledge_manager - INFO - 向量化器加载成功，包含 48 个条目
2025-09-10 22:58:07,492 - src.knowledge_base.knowledge_manager - INFO - 向量化器加载成功，包含 48 个条目
2025-09-10 22:58:07,494 - src.main - INFO - TSP助手初始化完成
2025-09-10 22:58:07,494 - src.agent.tool_manager - INFO - 注册工具: search_knowledge
2025-09-10 22:58:07,495 - src.agent.tool_manager - INFO - 注册工具: create_work_order
2025-09-10 22:58:07,495 - src.agent.tool_manager - INFO - 注册工具: update_work_order
2025-09-10 22:58:07,495 - src.agent.tool_manager - INFO - 注册工具: generate_response
2025-09-10 22:58:07,495 - src.agent.tool_manager - INFO - 注册工具: analyze_data
2025-09-10 22:58:07,495 - src.agent.tool_manager - INFO - 注册工具: send_notification
2025-09-10 22:58:07,495 - src.agent.tool_manager - INFO - 注册工具: schedule_task
2025-09-10 22:58:07,495 - src.agent.tool_manager - INFO - 注册工具: web_search
2025-09-10 22:58:07,496 - src.agent.tool_manager - INFO - 注册工具: file_operation
2025-09-10 22:58:07,496 - src.agent.tool_manager - INFO - 注册工具: database_query
2025-09-10 22:58:07,496 - src.agent.tool_manager - INFO - 已注册 10 个默认工具
2025-09-10 22:58:07,496 - src.agent.agent_core - INFO - Agent核心初始化完成
2025-09-10 22:58:07,496 - src.agent_assistant - INFO - TSP Agent助手初始化完成
2025-09-10 22:58:07,507 - src.knowledge_base.knowledge_manager - INFO - 向量化器加载成功，包含 48 个条目
2025-09-10 22:58:07,570 - werkzeug - INFO - WARNING: This is a development server. Do not use it in a production deployment. Use a production WSGI server instead.
* Running on all addresses (0.0.0.0)
* Running on http://127.0.0.1:5000
* Running on http://192.168.26.238:5000
2025-09-10 22:58:07,571 - werkzeug - INFO - Press CTRL+C to quit
2025-09-10 22:58:07,597 - src.knowledge_base.knowledge_manager - INFO - 向量化器加载成功，包含 48 个条目
2025-09-10 22:58:07,599 - src.web.websocket_server - INFO - 启动WebSocket服务器: ws://localhost:8765
2025-09-10 22:58:07,603 - websockets.server - INFO - server listening on 127.0.0.1:8765
2025-09-10 22:58:07,604 - websockets.server - INFO - server listening on [::1]:8765
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1
requirements.txt
View File

@@ -19,6 +19,7 @@ psutil>=5.9.0
# 数据处理
pandas>=2.0.0
openpyxl>=3.1.0
# 向量化
sentence-transformers>=2.2.0

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src/__pycache__/agent_assistant.cpython-311.pyc
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#!/usr/bin/env python3
# -*- coding: utf-8 -*-
"""
自动监控服务
实现Agent的主动调用功能
"""
import asyncio
import logging
import threading
import time
from datetime import datetime, timedelta
from typing import Dict, Any, List, Optional
import json
logger = logging.getLogger(__name__)
class AutoMonitorService:
"""自动监控服务"""
def __init__(self, agent_assistant):
self.agent_assistant = agent_assistant
self.is_running = False
self.monitor_thread = None
self.check_interval = 300 # 5分钟检查一次
self.last_check_time = None
self.monitoring_stats = {
"total_checks": 0,
"proactive_actions": 0,
"last_action_time": None,
"error_count": 0
}
def start_auto_monitoring(self) -> bool:
"""启动自动监控"""
try:
if self.is_running:
logger.warning("自动监控已在运行中")
return True
self.is_running = True
self.monitor_thread = threading.Thread(target=self._monitoring_loop, daemon=True)
self.monitor_thread.start()
logger.info("自动监控服务已启动")
return True
except Exception as e:
logger.error(f"启动自动监控失败: {e}")
return False
def stop_auto_monitoring(self) -> bool:
"""停止自动监控"""
try:
self.is_running = False
if self.monitor_thread and self.monitor_thread.is_alive():
self.monitor_thread.join(timeout=5)
logger.info("自动监控服务已停止")
return True
except Exception as e:
logger.error(f"停止自动监控失败: {e}")
return False
def _monitoring_loop(self):
"""监控循环"""
logger.info("自动监控循环已启动")
while self.is_running:
try:
# 执行监控检查
self._perform_monitoring_check()
# 等待下次检查
time.sleep(self.check_interval)
except Exception as e:
logger.error(f"监控循环错误: {e}")
self.monitoring_stats["error_count"] += 1
time.sleep(60) # 出错后等待1分钟
def _perform_monitoring_check(self):
"""执行监控检查"""
try:
self.monitoring_stats["total_checks"] += 1
self.last_check_time = datetime.now()
logger.info(f"执行第 {self.monitoring_stats['total_checks']} 次自动监控检查")
# 1. 检查系统健康状态
self._check_system_health()
# 2. 检查预警状态
self._check_alert_status()
# 3. 检查工单积压
self._check_workorder_backlog()
# 4. 检查知识库质量
self._check_knowledge_quality()
# 5. 检查用户满意度
self._check_user_satisfaction()
# 6. 检查系统性能
self._check_system_performance()
except Exception as e:
logger.error(f"执行监控检查失败: {e}")
self.monitoring_stats["error_count"] += 1
def _check_system_health(self):
"""检查系统健康状态"""
try:
health = self.agent_assistant.get_system_health()
health_score = health.get("health_score", 1.0)
if health_score < 0.7:
self._trigger_proactive_action({
"type": "system_health_warning",
"priority": "high",
"description": f"系统健康分数较低: {health_score:.2f}",
"action": "建议立即检查系统状态",
"data": health
})
except Exception as e:
logger.error(f"检查系统健康状态失败: {e}")
def _check_alert_status(self):
"""检查预警状态"""
try:
alerts = self.agent_assistant.get_active_alerts()
alert_count = len(alerts) if isinstance(alerts, list) else 0
if alert_count > 5:
self._trigger_proactive_action({
"type": "alert_overflow",
"priority": "high",
"description": f"活跃预警数量过多: {alert_count}",
"action": "建议立即处理预警",
"data": {"alert_count": alert_count}
})
except Exception as e:
logger.error(f"检查预警状态失败: {e}")
def _check_workorder_backlog(self):
"""检查工单积压"""
try:
# 获取工单统计
workorders = self.agent_assistant.get_workorders()
if isinstance(workorders, list):
open_count = len([w for w in workorders if w.get("status") == "open"])
in_progress_count = len([w for w in workorders if w.get("status") == "in_progress"])
total_pending = open_count + in_progress_count
if total_pending > 10:
self._trigger_proactive_action({
"type": "workorder_backlog",
"priority": "medium",
"description": f"待处理工单过多: {total_pending}",
"action": "建议增加处理人员或优化流程",
"data": {
"open_count": open_count,
"in_progress_count": in_progress_count,
"total_pending": total_pending
}
})
except Exception as e:
logger.error(f"检查工单积压失败: {e}")
def _check_knowledge_quality(self):
"""检查知识库质量"""
try:
stats = self.agent_assistant.knowledge_manager.get_knowledge_stats()
avg_confidence = stats.get("average_confidence", 0.8)
total_entries = stats.get("total_entries", 0)
if avg_confidence < 0.6:
self._trigger_proactive_action({
"type": "knowledge_quality_low",
"priority": "medium",
"description": f"知识库平均置信度较低: {avg_confidence:.2f}",
"action": "建议更新和优化知识库内容",
"data": {"avg_confidence": avg_confidence, "total_entries": total_entries}
})
except Exception as e:
logger.error(f"检查知识库质量失败: {e}")
def _check_user_satisfaction(self):
"""检查用户满意度"""
try:
# 模拟检查用户满意度
# 这里可以从数据库或API获取真实的满意度数据
satisfaction_score = 0.75 # 模拟数据
if satisfaction_score < 0.7:
self._trigger_proactive_action({
"type": "low_satisfaction",
"priority": "high",
"description": f"用户满意度较低: {satisfaction_score:.2f}",
"action": "建议分析低满意度原因并改进服务",
"data": {"satisfaction_score": satisfaction_score}
})
except Exception as e:
logger.error(f"检查用户满意度失败: {e}")
def _check_system_performance(self):
"""检查系统性能"""
try:
# 模拟检查系统性能指标
response_time = 1.2 # 模拟响应时间（秒）
error_rate = 0.02 # 模拟错误率
if response_time > 2.0:
self._trigger_proactive_action({
"type": "slow_response",
"priority": "medium",
"description": f"系统响应时间过慢: {response_time:.2f}秒",
"action": "建议优化系统性能",
"data": {"response_time": response_time}
})
if error_rate > 0.05:
self._trigger_proactive_action({
"type": "high_error_rate",
"priority": "high",
"description": f"系统错误率过高: {error_rate:.2%}",
"action": "建议立即检查系统错误",
"data": {"error_rate": error_rate}
})
except Exception as e:
logger.error(f"检查系统性能失败: {e}")
def _trigger_proactive_action(self, action_data: Dict[str, Any]):
"""触发主动行动"""
try:
self.monitoring_stats["proactive_actions"] += 1
self.monitoring_stats["last_action_time"] = datetime.now()
logger.info(f"触发主动行动: {action_data['type']} - {action_data['description']}")
# 记录主动行动
self._log_proactive_action(action_data)
# 根据行动类型执行相应操作
self._execute_proactive_action(action_data)
except Exception as e:
logger.error(f"触发主动行动失败: {e}")
def _log_proactive_action(self, action_data: Dict[str, Any]):
"""记录主动行动"""
try:
log_entry = {
"timestamp": datetime.now().isoformat(),
"action_type": action_data["type"],
"priority": action_data["priority"],
"description": action_data["description"],
"action": action_data["action"],
"data": action_data.get("data", {})
}
# 这里可以将日志保存到数据库或文件
logger.info(f"主动行动记录: {json.dumps(log_entry, ensure_ascii=False)}")
except Exception as e:
logger.error(f"记录主动行动失败: {e}")
def _execute_proactive_action(self, action_data: Dict[str, Any]):
"""执行主动行动"""
try:
action_type = action_data["type"]
if action_type == "system_health_warning":
self._handle_system_health_warning(action_data)
elif action_type == "alert_overflow":
self._handle_alert_overflow(action_data)
elif action_type == "workorder_backlog":
self._handle_workorder_backlog(action_data)
elif action_type == "knowledge_quality_low":
self._handle_knowledge_quality_low(action_data)
elif action_type == "low_satisfaction":
self._handle_low_satisfaction(action_data)
elif action_type == "slow_response":
self._handle_slow_response(action_data)
elif action_type == "high_error_rate":
self._handle_high_error_rate(action_data)
else:
logger.warning(f"未知的主动行动类型: {action_type}")
except Exception as e:
logger.error(f"执行主动行动失败: {e}")
def _handle_system_health_warning(self, action_data: Dict[str, Any]):
"""处理系统健康警告"""
logger.info("处理系统健康警告")
# 这里可以实现具体的处理逻辑，如发送通知、重启服务等
def _handle_alert_overflow(self, action_data: Dict[str, Any]):
"""处理预警溢出"""
logger.info("处理预警溢出")
# 这里可以实现具体的处理逻辑，如自动处理预警、发送通知等
def _handle_workorder_backlog(self, action_data: Dict[str, Any]):
"""处理工单积压"""
logger.info("处理工单积压")
# 这里可以实现具体的处理逻辑，如自动分配工单、发送提醒等
def _handle_knowledge_quality_low(self, action_data: Dict[str, Any]):
"""处理知识库质量低"""
logger.info("处理知识库质量低")
# 这里可以实现具体的处理逻辑，如自动更新知识库、发送提醒等
def _handle_low_satisfaction(self, action_data: Dict[str, Any]):
"""处理低满意度"""
logger.info("处理低满意度")
# 这里可以实现具体的处理逻辑，如分析原因、发送通知等
def _handle_slow_response(self, action_data: Dict[str, Any]):
"""处理响应慢"""
logger.info("处理响应慢")
# 这里可以实现具体的处理逻辑，如优化配置、发送通知等
def _handle_high_error_rate(self, action_data: Dict[str, Any]):
"""处理高错误率"""
logger.info("处理高错误率")
# 这里可以实现具体的处理逻辑，如检查日志、发送通知等
def get_monitoring_status(self) -> Dict[str, Any]:
"""获取监控状态"""
return {
"is_running": self.is_running,
"check_interval": self.check_interval,
"last_check_time": self.last_check_time.isoformat() if self.last_check_time else None,
"stats": self.monitoring_stats
}
def update_check_interval(self, interval: int) -> bool:
"""更新检查间隔"""
try:
if interval < 60: # 最少1分钟
logger.warning("检查间隔不能少于60秒")
return False
self.check_interval = interval
logger.info(f"检查间隔已更新为 {interval} 秒")
return True
except Exception as e:
logger.error(f"更新检查间隔失败: {e}")
return False

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src/agent_assistant.py
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@@ -13,6 +13,7 @@ import json
from src.main import TSPAssistant
from src.agent import AgentCore, AgentState
from src.agent.auto_monitor import AutoMonitorService
logger = logging.getLogger(__name__)
@@ -26,6 +27,9 @@ class TSPAgentAssistant(TSPAssistant):
# 初始化Agent核心
self.agent_core = AgentCore()
# 初始化自动监控服务
self.auto_monitor = AutoMonitorService(self)
# Agent特有功能
self.is_agent_mode = True
self.proactive_tasks = []
@@ -409,10 +413,13 @@ class TSPAgentAssistant(TSPAssistant):
def get_agent_status(self) -> Dict[str, Any]:
"""获取Agent状态"""
try:
# 获取自动监控状态
monitor_status = self.auto_monitor.get_monitoring_status()
return {
"success": True,
"agent_mode": self.is_agent_mode,
"monitoring_active": getattr(self, '_monitoring_active', False),
"monitoring_active": monitor_status["is_running"],
"status": "active" if self.is_agent_mode else "inactive",
"active_goals": 0, # 简化处理
"available_tools": 6, # 简化处理
@@ -424,7 +431,8 @@ class TSPAgentAssistant(TSPAssistant):
{"name": "analyze_data", "usage_count": 0, "success_rate": 0.8},
{"name": "send_notification", "usage_count": 0, "success_rate": 0.8}
],
"execution_history": []
"execution_history": [],
"auto_monitor": monitor_status
}
except Exception as e:
logger.error(f"获取Agent状态失败: {e}")
@@ -456,11 +464,14 @@ class TSPAgentAssistant(TSPAssistant):
# 启动基础监控
self.start_monitoring()
# 启动Agent主动监控（同步版本）
self._start_monitoring_loop()
logger.info("主动监控已启动")
return True
# 启动自动监控服务
success = self.auto_monitor.start_auto_monitoring()
if success:
logger.info("主动监控已启动")
return True
else:
logger.error("启动自动监控服务失败")
return False
except Exception as e:
logger.error(f"启动主动监控失败: {e}")
return False
@@ -471,11 +482,14 @@ class TSPAgentAssistant(TSPAssistant):
# 停止基础监控
self.stop_monitoring()
# 停止Agent主动监控
self._stop_monitoring_loop()
logger.info("主动监控已停止")
return True
# 停止自动监控服务
success = self.auto_monitor.stop_auto_monitoring()
if success:
logger.info("主动监控已停止")
return True
else:
logger.error("停止自动监控服务失败")
return False
except Exception as e:
logger.error(f"停止主动监控失败: {e}")
return False
@@ -619,30 +633,38 @@ class TSPAgentAssistant(TSPAssistant):
return ""
def _extract_knowledge_from_content(self, content: str, filename: str) -> List[Dict[str, Any]]:
"""从内容中提取知识"""
"""从内容中提取知识，结合工单数据优化"""
try:
# 构建提示词
# 获取历史工单数据用于参考
workorder_data = self._get_workorder_insights()
# 构建增强的提示词
prompt = f"""
请从以下文档内容中提取问答对，用于构建知识库：
请从以下文档内容中提取问答对，用于构建知识库。请结合历史工单数据来优化提取结果：
文档名称：{filename}
文档内容：
{content[:2000]}...
历史工单数据参考：
{workorder_data}
请按照以下格式提取问答对：
1. 问题：具体的问题描述
2. 答案：详细的答案内容
1. 问题：具体的问题描述（参考工单中的常见问题）
2. 答案：详细的答案内容（结合工单处理经验）
3. 分类：问题所属类别（技术问题、APP功能、远程控制、车辆绑定、其他）
4. 置信度：0-1之间的数值
5. 工单关联：是否与历史工单相关
请提取3-5个最有价值的问答对，每个问答对都要完整且实用。
请提取3-5个最有价值的问答对，优先提取与历史工单问题相关的问答对。
返回格式为JSON数组，例如：
[
{{
"question": "如何远程启动车辆？",
"answer": "远程启动车辆需要满足以下条件：1. 车辆处于P档 2. 手刹拉起 3. 车门已锁 4. 电池电量充足",
"answer": "远程启动车辆需要满足以下条件：1. 车辆处于P档 2. 手刹拉起 3. 车门已锁 4. 电池电量充足。如果仍然无法启动，请检查车辆是否处于可启动状态。",
"category": "远程控制",
"confidence_score": 0.9
"confidence_score": 0.9,
"workorder_related": true
}}
]
"""
@@ -700,6 +722,52 @@ class TSPAgentAssistant(TSPAssistant):
logger.error(f"提取知识失败: {e}")
return []
def _get_workorder_insights(self) -> str:
"""获取工单数据洞察"""
try:
# 获取工单数据
workorders = self.get_workorders()
if not isinstance(workorders, list):
return "暂无工单数据"
# 分析工单数据
categories = {}
common_issues = []
resolutions = []
for workorder in workorders[:20]: # 取最近20个工单
category = workorder.get("category", "其他")
categories[category] = categories.get(category, 0) + 1
# 提取常见问题
title = workorder.get("title", "")
description = workorder.get("description", "")
if title and len(title) > 5:
common_issues.append(title)
# 提取解决方案（如果有）
resolution = workorder.get("resolution", "")
if resolution and len(resolution) > 10:
resolutions.append(resolution[:100]) # 截取前100字符
# 构建工单洞察文本
insights = f"""
工单统计：
- 总工单数：{len(workorders)}
- 问题分类分布：{dict(list(categories.items())[:5])}
常见问题：
{chr(10).join(common_issues[:10])}
解决方案示例：
{chr(10).join(resolutions[:5])}
"""
return insights
except Exception as e:
logger.error(f"获取工单洞察失败: {e}")
return "获取工单数据失败"
def _parse_knowledge_manually(self, content: str) -> List[Dict[str, Any]]:
"""手动解析知识内容"""
try:

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src/web/app.py
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@@ -8,9 +8,13 @@ TSP助手预警管理Web应用
import sys
import os
import json
import pandas as pd
from datetime import datetime, timedelta
from flask import Flask, render_template, request, jsonify, redirect, url_for
from openpyxl import Workbook
from openpyxl.styles import Font
from flask import Flask, render_template, request, jsonify, redirect, url_for, send_from_directory, send_file
from flask_cors import CORS
from werkzeug.utils import secure_filename
# 添加项目根目录到Python路径
sys.path.append(os.path.dirname(os.path.dirname(os.path.abspath(__file__))))
@@ -24,6 +28,11 @@ from src.vehicle.vehicle_data_manager import VehicleDataManager
app = Flask(__name__)
CORS(app)
# 配置上传文件夹
UPLOAD_FOLDER = 'uploads'
app.config['UPLOAD_FOLDER'] = UPLOAD_FOLDER
app.config['MAX_CONTENT_LENGTH'] = 16 * 1024 * 1024 # 16MB max file size
# 初始化TSP助手和Agent助手
assistant = TSPAssistant()
agent_assistant = TSPAgentAssistant()
@@ -541,6 +550,60 @@ def get_workorders():
"priority": "medium",
"status": "in_progress",
"created_at": "2024-01-01T11:00:00Z"
},
{
"id": 3,
"title": "蓝牙连接失败",
"description": "用户无法通过蓝牙连接车辆",
"category": "蓝牙功能",
"priority": "high",
"status": "open",
"created_at": "2024-01-01T12:00:00Z"
},
{
"id": 4,
"title": "车辆定位不准确",
"description": "APP中显示的车辆位置与实际位置不符",
"category": "定位功能",
"priority": "medium",
"status": "resolved",
"created_at": "2024-01-01T13:00:00Z"
},
{
"id": 5,
"title": "远程解锁失败",
"description": "用户无法通过APP远程解锁车辆",
"category": "远程控制",
"priority": "urgent",
"status": "open",
"created_at": "2024-01-01T14:00:00Z"
},
{
"id": 6,
"title": "APP闪退问题",
"description": "用户反映APP在使用过程中频繁闪退",
"category": "APP功能",
"priority": "high",
"status": "in_progress",
"created_at": "2024-01-01T15:00:00Z"
},
{
"id": 7,
"title": "车辆状态更新延迟",
"description": "车辆状态信息更新不及时，存在延迟",
"category": "数据同步",
"priority": "low",
"status": "open",
"created_at": "2024-01-01T16:00:00Z"
},
{
"id": 8,
"title": "用户认证失败",
"description": "部分用户无法正常登录APP",
"category": "用户认证",
"priority": "high",
"status": "resolved",
"created_at": "2024-01-01T17:00:00Z"
}
]
@@ -569,16 +632,313 @@ def create_workorder():
except Exception as e:
return jsonify({"error": str(e)}), 500
@app.route('/api/workorders/<int:workorder_id>')
def get_workorder_details(workorder_id):
"""获取工单详情"""
try:
# 这里应该从数据库获取工单详情
# 暂时返回模拟数据
workorder = {
"id": workorder_id,
"order_id": f"WO{workorder_id:06d}",
"title": "车辆无法远程启动",
"description": "用户反映APP中远程启动功能无法使用，点击启动按钮后没有任何反应，车辆也没有响应。",
"category": "远程控制",
"priority": "high",
"status": "open",
"created_at": "2024-01-01T10:00:00Z",
"updated_at": "2024-01-01T10:00:00Z",
"resolution": None,
"satisfaction_score": None,
"conversations": [
{
"id": 1,
"user_message": "我的车辆无法远程启动",
"assistant_response": "我了解您的问题。让我帮您排查一下远程启动功能的问题。",
"timestamp": "2024-01-01T10:05:00Z"
},
{
"id": 2,
"user_message": "点击启动按钮后没有任何反应",
"assistant_response": "这种情况通常是由于网络连接或车辆状态问题导致的。请检查车辆是否处于可启动状态。",
"timestamp": "2024-01-01T10:10:00Z"
}
]
}
return jsonify(workorder)
except Exception as e:
return jsonify({"error": str(e)}), 500
@app.route('/api/workorders/<int:workorder_id>', methods=['PUT'])
def update_workorder(workorder_id):
"""更新工单"""
try:
data = request.get_json()
# 验证必填字段
if not data.get('title') or not data.get('description'):
return jsonify({"error": "标题和描述不能为空"}), 400
# 这里应该更新数据库中的工单
# 暂时返回成功响应，实际应用中应该调用数据库更新
updated_workorder = {
"id": workorder_id,
"title": data.get('title'),
"description": data.get('description'),
"category": data.get('category', '技术问题'),
"priority": data.get('priority', 'medium'),
"status": data.get('status', 'open'),
"resolution": data.get('resolution'),
"satisfaction_score": data.get('satisfaction_score'),
"updated_at": datetime.now().isoformat()
}
return jsonify({
"success": True,
"message": "工单更新成功",
"workorder": updated_workorder
})
except Exception as e:
return jsonify({"error": str(e)}), 500
# 分析相关API
@app.route('/api/analytics')
def get_analytics():
"""获取分析数据"""
try:
analytics = assistant.generate_analytics("last_7_days")
time_range = request.args.get('timeRange', '30')
dimension = request.args.get('dimension', 'workorders')
# 生成模拟分析数据
analytics = generate_analytics_data(int(time_range), dimension)
return jsonify(analytics)
except Exception as e:
return jsonify({"error": str(e)}), 500
def generate_analytics_data(days, dimension):
"""生成分析数据"""
import random
from datetime import datetime, timedelta
# 生成时间序列数据
trend_data = []
for i in range(days):
date = (datetime.now() - timedelta(days=days-i-1)).strftime('%Y-%m-%d')
workorders = random.randint(5, 25)
alerts = random.randint(0, 10)
trend_data.append({
'date': date,
'workorders': workorders,
'alerts': alerts
})
# 工单统计
workorders_stats = {
'total': random.randint(100, 500),
'open': random.randint(10, 50),
'in_progress': random.randint(5, 30),
'resolved': random.randint(50, 200),
'closed': random.randint(20, 100),
'by_category': {
'技术问题': random.randint(20, 80),
'业务问题': random.randint(15, 60),
'系统故障': random.randint(10, 40),
'功能需求': random.randint(5, 30),
'其他': random.randint(5, 20)
},
'by_priority': {
'low': random.randint(20, 60),
'medium': random.randint(30, 80),
'high': random.randint(10, 40),
'urgent': random.randint(5, 20)
}
}
# 满意度分析
satisfaction_stats = {
'average': round(random.uniform(3.5, 4.8), 1),
'distribution': {
'1': random.randint(0, 5),
'2': random.randint(0, 10),
'3': random.randint(5, 20),
'4': random.randint(20, 50),
'5': random.randint(30, 80)
}
}
# 预警统计
alerts_stats = {
'total': random.randint(50, 200),
'active': random.randint(5, 30),
'resolved': random.randint(20, 100),
'by_level': {
'low': random.randint(10, 40),
'medium': random.randint(15, 50),
'high': random.randint(5, 25),
'critical': random.randint(2, 10)
}
}
# 性能指标
performance_stats = {
'response_time': round(random.uniform(0.5, 2.0), 2),
'uptime': round(random.uniform(95, 99.9), 1),
'error_rate': round(random.uniform(0.1, 2.0), 2),
'throughput': random.randint(1000, 5000)
}
return {
'trend': trend_data,
'workorders': workorders_stats,
'satisfaction': satisfaction_stats,
'alerts': alerts_stats,
'performance': performance_stats,
'summary': {
'total_workorders': workorders_stats['total'],
'resolution_rate': round((workorders_stats['resolved'] / workorders_stats['total']) * 100, 1) if workorders_stats['total'] > 0 else 0,
'avg_satisfaction': satisfaction_stats['average'],
'active_alerts': alerts_stats['active']
}
}
@app.route('/api/analytics/export')
def export_analytics():
"""导出分析报告"""
try:
# 生成Excel报告
analytics = generate_analytics_data(30, 'workorders')
# 创建工作簿
wb = Workbook()
ws = wb.active
ws.title = "分析报告"
# 添加标题
ws['A1'] = 'TSP智能助手分析报告'
ws['A1'].font = Font(size=16, bold=True)
# 添加工单统计
ws['A3'] = '工单统计'
ws['A3'].font = Font(bold=True)
ws['A4'] = '总工单数'
ws['B4'] = analytics['workorders']['total']
ws['A5'] = '待处理'
ws['B5'] = analytics['workorders']['open']
ws['A6'] = '已解决'
ws['B6'] = analytics['workorders']['resolved']
# 保存文件
report_path = 'uploads/analytics_report.xlsx'
os.makedirs('uploads', exist_ok=True)
wb.save(report_path)
return send_file(report_path, as_attachment=True, download_name='analytics_report.xlsx')
except Exception as e:
return jsonify({"error": str(e)}), 500
# 工单导入相关API
@app.route('/api/workorders/import', methods=['POST'])
def import_workorders():
"""导入Excel工单文件"""
try:
# 检查是否有文件上传
if 'file' not in request.files:
return jsonify({"error": "没有上传文件"}), 400
file = request.files['file']
if file.filename == '':
return jsonify({"error": "没有选择文件"}), 400
if not file.filename.endswith(('.xlsx', '.xls')):
return jsonify({"error": "只支持Excel文件(.xlsx, .xls)"}), 400
# 保存上传的文件
filename = secure_filename(file.filename)
upload_path = os.path.join('uploads', filename)
os.makedirs('uploads', exist_ok=True)
file.save(upload_path)
# 解析Excel文件
try:
df = pd.read_excel(upload_path)
imported_workorders = []
# 处理每一行数据
for index, row in df.iterrows():
# 根据Excel列名映射到工单字段
workorder = {
"id": len(assistant.work_orders) + index + 1, # 生成新ID
"order_id": f"WO{len(assistant.work_orders) + index + 1:06d}",
"title": str(row.get('标题', row.get('title', f'导入工单 {index + 1}'))),
"description": str(row.get('描述', row.get('description', ''))),
"category": str(row.get('分类', row.get('category', '技术问题'))),
"priority": str(row.get('优先级', row.get('priority', 'medium'))),
"status": str(row.get('状态', row.get('status', 'open'))),
"created_at": datetime.now().isoformat(),
"updated_at": datetime.now().isoformat(),
"resolution": str(row.get('解决方案', row.get('resolution', ''))) if pd.notna(row.get('解决方案', row.get('resolution'))) else None,
"satisfaction_score": int(row.get('满意度', row.get('satisfaction_score', 0))) if pd.notna(row.get('满意度', row.get('satisfaction_score'))) else None
}
# 添加到工单列表（这里应该保存到数据库）
assistant.work_orders.append(workorder)
imported_workorders.append(workorder)
# 清理上传的文件
os.remove(upload_path)
return jsonify({
"success": True,
"message": f"成功导入 {len(imported_workorders)} 个工单",
"imported_count": len(imported_workorders),
"workorders": imported_workorders
})
except Exception as e:
# 清理上传的文件
if os.path.exists(upload_path):
os.remove(upload_path)
return jsonify({"error": f"解析Excel文件失败: {str(e)}"}), 400
except Exception as e:
return jsonify({"error": str(e)}), 500
@app.route('/api/workorders/import/template')
def download_import_template():
"""下载工单导入模板"""
try:
# 创建模板数据
template_data = {
'标题': ['车辆无法启动', '空调不制冷', '导航系统故障'],
'描述': ['用户反映车辆无法正常启动', '空调系统无法制冷', '导航系统显示异常'],
'分类': ['技术问题', '技术问题', '技术问题'],
'优先级': ['high', 'medium', 'low'],
'状态': ['open', 'in_progress', 'resolved'],
'解决方案': ['检查电池和启动系统', '检查制冷剂和压缩机', '更新导航软件'],
'满意度': [5, 4, 5]
}
df = pd.DataFrame(template_data)
# 保存为Excel文件
template_path = 'uploads/workorder_template.xlsx'
os.makedirs('uploads', exist_ok=True)
df.to_excel(template_path, index=False)
return jsonify({
"success": True,
"template_url": f"/uploads/workorder_template.xlsx"
})
except Exception as e:
return jsonify({"error": str(e)}), 500
@app.route('/uploads/<filename>')
def uploaded_file(filename):
"""提供上传文件的下载服务"""
return send_from_directory(app.config['UPLOAD_FOLDER'], filename)
# 系统设置相关API
@app.route('/api/settings')
def get_settings():

175
src/web/static/css/style.css
View File

@@ -429,3 +429,178 @@ body {
background-color: #d1ecf1;
border-color: #17a2b8;
}
/* 预设规则卡片样式 */
.preset-card {
cursor: pointer;
transition: all 0.3s ease;
border: 2px solid transparent;
height: 100%;
}
.preset-card:hover {
transform: translateY(-5px);
box-shadow: 0 8px 25px rgba(0,0,0,0.15);
border-color: #007bff;
}
.preset-card.selected {
border-color: #28a745;
background-color: #f8fff9;
}
.preset-card .card-body {
padding: 1.5rem;
text-align: center;
}
.preset-card h6 {
margin-bottom: 0.5rem;
font-weight: 600;
color: #333;
}
.preset-card p {
margin-bottom: 1rem;
color: #6c757d;
font-size: 0.875rem;
line-height: 1.4;
}
.preset-params {
display: flex;
justify-content: center;
gap: 0.5rem;
flex-wrap: wrap;
}
.preset-params .badge {
font-size: 0.7rem;
padding: 0.25rem 0.5rem;
}
/* 预设模板模态框样式 */
#presetModal .modal-dialog {
max-width: 1200px;
}
#presetModal .modal-body {
max-height: 70vh;
overflow-y: auto;
}
/* 预设规则分类标题 */
#presetModal h6 {
font-weight: 600;
margin-bottom: 1rem;
padding-bottom: 0.5rem;
border-bottom: 2px solid;
}
#presetModal h6.text-primary {
border-bottom-color: #007bff;
}
#presetModal h6.text-success {
border-bottom-color: #28a745;
}
#presetModal h6.text-info {
border-bottom-color: #17a2b8;
}
#presetModal h6.text-warning {
border-bottom-color: #ffc107;
}
/* 预设卡片图标样式 */
.preset-card i {
transition: all 0.3s ease;
}
.preset-card:hover i {
transform: scale(1.1);
}
/* 预设卡片选中状态 */
.preset-card.selected i {
color: #28a745 !important;
}
.preset-card.selected h6 {
color: #28a745;
}
/* 响应式预设卡片 */
@media (max-width: 768px) {
.preset-card .card-body {
padding: 1rem;
}
.preset-card h6 {
font-size: 0.9rem;
}
.preset-card p {
font-size: 0.8rem;
}
.preset-params .badge {
font-size: 0.65rem;
padding: 0.2rem 0.4rem;
}
}
/* 预设规则快速选择 */
.preset-quick-select {
display: flex;
gap: 0.5rem;
margin-bottom: 1rem;
flex-wrap: wrap;
}
.preset-quick-select .btn {
font-size: 0.8rem;
padding: 0.25rem 0.75rem;
}
/* 预设规则预览 */
.preset-preview {
background-color: #f8f9fa;
border: 1px solid #e9ecef;
border-radius: 0.375rem;
padding: 1rem;
margin-top: 1rem;
}
.preset-preview h6 {
color: #495057;
margin-bottom: 0.5rem;
}
.preset-preview .preview-params {
display: grid;
grid-template-columns: repeat(auto-fit, minmax(200px, 1fr));
gap: 0.5rem;
}
.preset-preview .preview-param {
display: flex;
justify-content: space-between;
padding: 0.25rem 0;
border-bottom: 1px solid #e9ecef;
}
.preset-preview .preview-param:last-child {
border-bottom: none;
}
.preset-preview .preview-param strong {
color: #495057;
font-size: 0.875rem;
}
.preset-preview .preview-param span {
color: #6c757d;
font-size: 0.8rem;
}

742
src/web/static/js/dashboard.js
View File

@@ -1198,9 +1198,14 @@ class TSPDashboard {
</div>
</div>
<div class="ms-3">
<button class="btn btn-sm btn-outline-primary" onclick="dashboard.updateWorkOrder(${workorder.id})">
<i class="fas fa-edit"></i>
</button>
<div class="btn-group" role="group">
<button class="btn btn-sm btn-outline-info" onclick="dashboard.viewWorkOrderDetails(${workorder.id})" title="查看详情">
<i class="fas fa-eye"></i>
</button>
<button class="btn btn-sm btn-outline-primary" onclick="dashboard.updateWorkOrder(${workorder.id})" title="编辑">
<i class="fas fa-edit"></i>
</button>
</div>
</div>
</div>
</div>
@@ -1262,17 +1267,748 @@ class TSPDashboard {
}
}
async viewWorkOrderDetails(workorderId) {
try {
const response = await fetch(`/api/workorders/${workorderId}`);
const workorder = await response.json();
if (workorder.error) {
this.showNotification('获取工单详情失败', 'error');
return;
}
this.showWorkOrderDetailsModal(workorder);
} catch (error) {
console.error('获取工单详情失败:', error);
this.showNotification('获取工单详情失败', 'error');
}
}
showWorkOrderDetailsModal(workorder) {
// 创建模态框HTML
const modalHtml = `
<div class="modal fade" id="workOrderDetailsModal" tabindex="-1">
<div class="modal-dialog modal-lg">
<div class="modal-content">
<div class="modal-header">
<h5 class="modal-title">工单详情 - ${workorder.order_id || workorder.id}</h5>
<button type="button" class="btn-close" data-bs-dismiss="modal"></button>
</div>
<div class="modal-body">
<div class="row mb-3">
<div class="col-md-6">
<h6>基本信息</h6>
<table class="table table-sm">
<tr>
<td><strong>工单号:</strong></td>
<td>${workorder.order_id || workorder.id}</td>
</tr>
<tr>
<td><strong>标题:</strong></td>
<td>${workorder.title}</td>
</tr>
<tr>
<td><strong>分类:</strong></td>
<td>${workorder.category}</td>
</tr>
<tr>
<td><strong>优先级:</strong></td>
<td><span class="badge bg-${this.getPriorityColor(workorder.priority)}">${this.getPriorityText(workorder.priority)}</span></td>
</tr>
<tr>
<td><strong>状态:</strong></td>
<td><span class="badge bg-${this.getStatusColor(workorder.status)}">${this.getStatusText(workorder.status)}</span></td>
</tr>
<tr>
<td><strong>创建时间:</strong></td>
<td>${new Date(workorder.created_at).toLocaleString()}</td>
</tr>
<tr>
<td><strong>更新时间:</strong></td>
<td>${new Date(workorder.updated_at).toLocaleString()}</td>
</tr>
</table>
</div>
<div class="col-md-6">
<h6>问题描述</h6>
<div class="border p-3 rounded">
${workorder.description}
</div>
${workorder.resolution ? `
<h6 class="mt-3">解决方案</h6>
<div class="border p-3 rounded bg-light">
${workorder.resolution}
</div>
` : ''}
${workorder.satisfaction_score ? `
<h6 class="mt-3">满意度评分</h6>
<div class="border p-3 rounded">
<div class="progress">
<div class="progress-bar" style="width: ${workorder.satisfaction_score * 100}%"></div>
</div>
<small class="text-muted">${workorder.satisfaction_score}/5.0</small>
</div>
` : ''}
</div>
</div>
${workorder.conversations && workorder.conversations.length > 0 ? `
<h6>对话记录</h6>
<div class="conversation-history" style="max-height: 300px; overflow-y: auto;">
${workorder.conversations.map(conv => `
<div class="border-bottom pb-2 mb-2">
<div class="d-flex justify-content-between">
<small class="text-muted">${new Date(conv.timestamp).toLocaleString()}</small>
</div>
<div class="mb-1">
<strong>用户:</strong> ${conv.user_message}
</div>
<div>
<strong>助手:</strong> ${conv.assistant_response}
</div>
</div>
`).join('')}
</div>
` : ''}
</div>
<div class="modal-footer">
<button type="button" class="btn btn-secondary" data-bs-dismiss="modal">关闭</button>
<button type="button" class="btn btn-primary" onclick="dashboard.updateWorkOrder(${workorder.id})">编辑工单</button>
</div>
</div>
</div>
</div>
`;
// 移除已存在的模态框
const existingModal = document.getElementById('workOrderDetailsModal');
if (existingModal) {
existingModal.remove();
}
// 添加新的模态框到页面
document.body.insertAdjacentHTML('beforeend', modalHtml);
// 显示模态框
const modal = new bootstrap.Modal(document.getElementById('workOrderDetailsModal'));
modal.show();
// 模态框关闭时移除DOM元素
document.getElementById('workOrderDetailsModal').addEventListener('hidden.bs.modal', function() {
this.remove();
});
}
async updateWorkOrder(workorderId) {
try {
// 获取工单详情
const response = await fetch(`/api/workorders/${workorderId}`);
const workorder = await response.json();
if (response.ok) {
this.showEditWorkOrderModal(workorder);
} else {
throw new Error(workorder.error || '获取工单详情失败');
}
} catch (error) {
console.error('获取工单详情失败:', error);
this.showNotification('获取工单详情失败: ' + error.message, 'error');
}
}
showEditWorkOrderModal(workorder) {
// 创建编辑工单模态框
const modalHtml = `
<div class="modal fade" id="editWorkOrderModal" tabindex="-1" aria-labelledby="editWorkOrderModalLabel" aria-hidden="true">
<div class="modal-dialog modal-lg">
<div class="modal-content">
<div class="modal-header">
<h5 class="modal-title" id="editWorkOrderModalLabel">编辑工单 #${workorder.id}</h5>
<button type="button" class="btn-close" data-bs-dismiss="modal" aria-label="Close"></button>
</div>
<div class="modal-body">
<form id="editWorkOrderForm">
<div class="row">
<div class="col-md-8">
<div class="mb-3">
<label for="editTitle" class="form-label">标题 *</label>
<input type="text" class="form-control" id="editTitle" value="${workorder.title}" required>
</div>
</div>
<div class="col-md-4">
<div class="mb-3">
<label for="editPriority" class="form-label">优先级</label>
<select class="form-select" id="editPriority">
<option value="low" ${workorder.priority === 'low' ? 'selected' : ''}>低</option>
<option value="medium" ${workorder.priority === 'medium' ? 'selected' : ''}>中</option>
<option value="high" ${workorder.priority === 'high' ? 'selected' : ''}>高</option>
<option value="urgent" ${workorder.priority === 'urgent' ? 'selected' : ''}>紧急</option>
</select>
</div>
</div>
</div>
<div class="row">
<div class="col-md-6">
<div class="mb-3">
<label for="editCategory" class="form-label">分类</label>
<select class="form-select" id="editCategory">
<option value="技术问题" ${workorder.category === '技术问题' ? 'selected' : ''}>技术问题</option>
<option value="业务问题" ${workorder.category === '业务问题' ? 'selected' : ''}>业务问题</option>
<option value="系统故障" ${workorder.category === '系统故障' ? 'selected' : ''}>系统故障</option>
<option value="功能需求" ${workorder.category === '功能需求' ? 'selected' : ''}>功能需求</option>
<option value="其他" ${workorder.category === '其他' ? 'selected' : ''}>其他</option>
</select>
</div>
</div>
<div class="col-md-6">
<div class="mb-3">
<label for="editStatus" class="form-label">状态</label>
<select class="form-select" id="editStatus">
<option value="open" ${workorder.status === 'open' ? 'selected' : ''}>待处理</option>
<option value="in_progress" ${workorder.status === 'in_progress' ? 'selected' : ''}>处理中</option>
<option value="resolved" ${workorder.status === 'resolved' ? 'selected' : ''}>已解决</option>
<option value="closed" ${workorder.status === 'closed' ? 'selected' : ''}>已关闭</option>
</select>
</div>
</div>
</div>
<div class="mb-3">
<label for="editDescription" class="form-label">描述 *</label>
<textarea class="form-control" id="editDescription" rows="4" required>${workorder.description}</textarea>
</div>
<div class="mb-3">
<label for="editResolution" class="form-label">解决方案</label>
<textarea class="form-control" id="editResolution" rows="3" placeholder="请输入解决方案...">${workorder.resolution || ''}</textarea>
</div>
<div class="row">
<div class="col-md-6">
<div class="mb-3">
<label for="editSatisfactionScore" class="form-label">满意度评分 (1-5)</label>
<input type="number" class="form-control" id="editSatisfactionScore" min="1" max="5" value="${workorder.satisfaction_score || ''}">
</div>
</div>
</div>
</form>
</div>
<div class="modal-footer">
<button type="button" class="btn btn-secondary" data-bs-dismiss="modal">取消</button>
<button type="button" class="btn btn-primary" onclick="dashboard.saveWorkOrder(${workorder.id})">保存修改</button>
</div>
</div>
</div>
</div>
`;
// 移除已存在的模态框
const existingModal = document.getElementById('editWorkOrderModal');
if (existingModal) {
existingModal.remove();
}
// 添加新模态框到页面
document.body.insertAdjacentHTML('beforeend', modalHtml);
// 显示模态框
const modal = new bootstrap.Modal(document.getElementById('editWorkOrderModal'));
modal.show();
// 模态框关闭时清理
document.getElementById('editWorkOrderModal').addEventListener('hidden.bs.modal', function() {
this.remove();
});
}
async saveWorkOrder(workorderId) {
try {
// 获取表单数据
const formData = {
title: document.getElementById('editTitle').value,
description: document.getElementById('editDescription').value,
category: document.getElementById('editCategory').value,
priority: document.getElementById('editPriority').value,
status: document.getElementById('editStatus').value,
resolution: document.getElementById('editResolution').value,
satisfaction_score: parseInt(document.getElementById('editSatisfactionScore').value) || null
};
// 验证必填字段
if (!formData.title.trim() || !formData.description.trim()) {
this.showNotification('标题和描述不能为空', 'error');
return;
}
// 发送更新请求
const response = await fetch(`/api/workorders/${workorderId}`, {
method: 'PUT',
headers: {
'Content-Type': 'application/json',
},
body: JSON.stringify(formData)
});
const result = await response.json();
if (response.ok) {
this.showNotification('工单更新成功', 'success');
// 关闭模态框
const modal = bootstrap.Modal.getInstance(document.getElementById('editWorkOrderModal'));
modal.hide();
// 刷新工单列表
this.loadWorkOrders();
} else {
throw new Error(result.error || '更新工单失败');
}
} catch (error) {
console.error('更新工单失败:', error);
this.showNotification('更新工单失败: ' + error.message, 'error');
}
}
// 工单导入功能
showImportModal() {
// 显示导入模态框
const modal = new bootstrap.Modal(document.getElementById('importWorkOrderModal'));
modal.show();
// 重置表单
document.getElementById('excel-file-input').value = '';
document.getElementById('import-progress').classList.add('d-none');
document.getElementById('import-result').classList.add('d-none');
}
async downloadTemplate() {
try {
const response = await fetch('/api/workorders/import/template');
const result = await response.json();
if (result.success) {
// 创建下载链接
const link = document.createElement('a');
link.href = result.template_url;
link.download = '工单导入模板.xlsx';
document.body.appendChild(link);
link.click();
document.body.removeChild(link);
this.showNotification('模板下载成功', 'success');
} else {
throw new Error(result.error || '下载模板失败');
}
} catch (error) {
console.error('下载模板失败:', error);
this.showNotification('下载模板失败: ' + error.message, 'error');
}
}
async importWorkOrders() {
const fileInput = document.getElementById('excel-file-input');
const file = fileInput.files[0];
if (!file) {
this.showNotification('请选择要导入的Excel文件', 'error');
return;
}
// 验证文件类型
if (!file.name.match(/\.(xlsx|xls)$/)) {
this.showNotification('只支持Excel文件(.xlsx, .xls)', 'error');
return;
}
// 验证文件大小
if (file.size > 16 * 1024 * 1024) {
this.showNotification('文件大小不能超过16MB', 'error');
return;
}
// 显示进度条
document.getElementById('import-progress').classList.remove('d-none');
document.getElementById('import-result').classList.add('d-none');
try {
// 创建FormData
const formData = new FormData();
formData.append('file', file);
// 发送导入请求
const response = await fetch('/api/workorders/import', {
method: 'POST',
body: formData
});
const result = await response.json();
if (response.ok && result.success) {
// 显示成功消息
document.getElementById('import-progress').classList.add('d-none');
document.getElementById('import-result').classList.remove('d-none');
document.getElementById('import-success-message').textContent =
`成功导入 ${result.imported_count} 个工单`;
this.showNotification(result.message, 'success');
// 刷新工单列表
this.loadWorkOrders();
// 3秒后关闭模态框
setTimeout(() => {
const modal = bootstrap.Modal.getInstance(document.getElementById('importWorkOrderModal'));
modal.hide();
}, 3000);
} else {
throw new Error(result.error || '导入工单失败');
}
} catch (error) {
console.error('导入工单失败:', error);
document.getElementById('import-progress').classList.add('d-none');
this.showNotification('导入工单失败: ' + error.message, 'error');
}
}
// 数据分析
async loadAnalytics() {
try {
const response = await fetch('/api/analytics');
const analytics = await response.json();
this.updateAnalyticsDisplay(analytics);
this.initializeCharts();
} catch (error) {
console.error('加载分析数据失败:', error);
}
}
// 初始化图表
initializeCharts() {
this.charts = {};
this.updateCharts();
}
// 更新所有图表
async updateCharts() {
try {
const timeRange = document.getElementById('timeRange').value;
const chartType = document.getElementById('chartType').value;
const dataDimension = document.getElementById('dataDimension').value;
// 获取数据
const response = await fetch(`/api/analytics?timeRange=${timeRange}&dimension=${dataDimension}`);
const data = await response.json();
// 更新统计卡片
this.updateStatisticsCards(data);
// 更新图表
this.updateMainChart(data, chartType);
this.updateDistributionChart(data);
this.updateTrendChart(data);
this.updatePriorityChart(data);
// 更新分析报告
this.updateAnalyticsReport(data);
} catch (error) {
console.error('更新图表失败:', error);
this.showNotification('更新图表失败: ' + error.message, 'error');
}
}
// 更新统计卡片
updateStatisticsCards(data) {
const total = data.workorders?.total || 0;
const open = data.workorders?.open || 0;
const resolved = data.workorders?.resolved || 0;
const avgSatisfaction = data.satisfaction?.average || 0;
document.getElementById('totalWorkorders').textContent = total;
document.getElementById('openWorkorders').textContent = open;
document.getElementById('resolvedWorkorders').textContent = resolved;
document.getElementById('avgSatisfaction').textContent = avgSatisfaction.toFixed(1);
// 更新进度条
if (total > 0) {
document.getElementById('openProgress').style.width = `${(open / total) * 100}%`;
document.getElementById('resolvedProgress').style.width = `${(resolved / total) * 100}%`;
document.getElementById('satisfactionProgress').style.width = `${(avgSatisfaction / 5) * 100}%`;
}
}
// 更新主图表
updateMainChart(data, chartType) {
const ctx = document.getElementById('mainChart').getContext('2d');
// 销毁现有图表
if (this.charts.mainChart) {
this.charts.mainChart.destroy();
}
const chartData = this.prepareChartData(data, chartType);
this.charts.mainChart = new Chart(ctx, {
type: chartType,
data: chartData,
options: {
responsive: true,
maintainAspectRatio: false,
plugins: {
title: {
display: true,
text: '数据分析趋势'
},
legend: {
display: true,
position: 'top'
}
},
scales: chartType === 'pie' || chartType === 'doughnut' ? {} : {
x: {
display: true,
title: {
display: true,
text: '时间'
}
},
y: {
display: true,
title: {
display: true,
text: '数量'
}
}
}
}
});
}
// 更新分布图表
updateDistributionChart(data) {
const ctx = document.getElementById('distributionChart').getContext('2d');
if (this.charts.distributionChart) {
this.charts.distributionChart.destroy();
}
const categories = data.workorders?.by_category || {};
const labels = Object.keys(categories);
const values = Object.values(categories);
this.charts.distributionChart = new Chart(ctx, {
type: 'doughnut',
data: {
labels: labels,
datasets: [{
data: values,
backgroundColor: [
'#FF6384',
'#36A2EB',
'#FFCE56',
'#4BC0C0',
'#9966FF',
'#FF9F40'
]
}]
},
options: {
responsive: true,
maintainAspectRatio: false,
plugins: {
title: {
display: true,
text: '工单分类分布'
},
legend: {
display: true,
position: 'bottom'
}
}
}
});
}
// 更新趋势图表
updateTrendChart(data) {
const ctx = document.getElementById('trendChart').getContext('2d');
if (this.charts.trendChart) {
this.charts.trendChart.destroy();
}
const trendData = data.trend || [];
const labels = trendData.map(item => item.date);
const workorders = trendData.map(item => item.workorders);
const alerts = trendData.map(item => item.alerts);
this.charts.trendChart = new Chart(ctx, {
type: 'line',
data: {
labels: labels,
datasets: [{
label: '工单数量',
data: workorders,
borderColor: '#36A2EB',
backgroundColor: 'rgba(54, 162, 235, 0.1)',
tension: 0.4
}, {
label: '预警数量',
data: alerts,
borderColor: '#FF6384',
backgroundColor: 'rgba(255, 99, 132, 0.1)',
tension: 0.4
}]
},
options: {
responsive: true,
maintainAspectRatio: false,
plugins: {
title: {
display: true,
text: '时间趋势分析'
}
},
scales: {
x: {
display: true,
title: {
display: true,
text: '日期'
}
},
y: {
display: true,
title: {
display: true,
text: '数量'
}
}
}
}
});
}
// 更新优先级图表
updatePriorityChart(data) {
const ctx = document.getElementById('priorityChart').getContext('2d');
if (this.charts.priorityChart) {
this.charts.priorityChart.destroy();
}
const priorities = data.workorders?.by_priority || {};
const labels = Object.keys(priorities).map(p => this.getPriorityText(p));
const values = Object.values(priorities);
this.charts.priorityChart = new Chart(ctx, {
type: 'bar',
data: {
labels: labels,
datasets: [{
label: '工单数量',
data: values,
backgroundColor: [
'#28a745', // 低 - 绿色
'#ffc107', // 中 - 黄色
'#fd7e14', // 高 - 橙色
'#dc3545' // 紧急 - 红色
]
}]
},
options: {
responsive: true,
maintainAspectRatio: false,
plugins: {
title: {
display: true,
text: '优先级分布'
}
},
scales: {
y: {
beginAtZero: true
}
}
}
});
}
// 准备图表数据
prepareChartData(data, chartType) {
const trendData = data.trend || [];
const labels = trendData.map(item => item.date);
const workorders = trendData.map(item => item.workorders);
if (chartType === 'pie' || chartType === 'doughnut') {
const categories = data.workorders?.by_category || {};
return {
labels: Object.keys(categories),
datasets: [{
data: Object.values(categories),
backgroundColor: [
'#FF6384',
'#36A2EB',
'#FFCE56',
'#4BC0C0',
'#9966FF',
'#FF9F40'
]
}]
};
} else {
return {
labels: labels,
datasets: [{
label: '工单数量',
data: workorders,
borderColor: '#36A2EB',
backgroundColor: 'rgba(54, 162, 235, 0.1)',
tension: chartType === 'line' ? 0.4 : 0
}]
};
}
}
// 导出图表
exportChart(chartId) {
if (this.charts[chartId]) {
const link = document.createElement('a');
link.download = `${chartId}_chart.png`;
link.href = this.charts[chartId].toBase64Image();
link.click();
}
}
// 全屏图表
fullscreenChart(chartId) {
// 这里可以实现全屏显示功能
this.showNotification('全屏功能开发中', 'info');
}
// 导出报告
async exportReport() {
try {
const response = await fetch('/api/analytics/export');
const blob = await response.blob();
const url = window.URL.createObjectURL(blob);
const link = document.createElement('a');
link.href = url;
link.download = 'analytics_report.xlsx';
link.click();
window.URL.revokeObjectURL(url);
} catch (error) {
console.error('导出报告失败:', error);
this.showNotification('导出报告失败: ' + error.message, 'error');
}
}
// 打印报告
printReport() {
window.print();
}
updateAnalyticsDisplay(analytics) {
// 更新分析报告
const reportContainer = document.getElementById('analytics-report');

331
src/web/templates/dashboard.html
View File

@@ -844,9 +844,17 @@
<div class="card">
<div class="card-header d-flex justify-content-between align-items-center">
<h5><i class="fas fa-tasks me-2"></i>工单管理</h5>
<button class="btn btn-primary btn-sm" data-bs-toggle="modal" data-bs-target="#createWorkOrderModal">
<i class="fas fa-plus me-1"></i>创建工单
</button>
<div class="btn-group" role="group">
<button class="btn btn-success btn-sm" onclick="dashboard.downloadTemplate()">
<i class="fas fa-download me-1"></i>下载模板
</button>
<button class="btn btn-info btn-sm" onclick="dashboard.showImportModal()">
<i class="fas fa-upload me-1"></i>导入工单
</button>
<button class="btn btn-primary btn-sm" data-bs-toggle="modal" data-bs-target="#createWorkOrderModal">
<i class="fas fa-plus me-1"></i>创建工单
</button>
</div>
</div>
<div class="card-body">
<div class="mb-3">
@@ -914,43 +922,210 @@
<!-- 数据分析标签页 -->
<div id="analytics-tab" class="tab-content" style="display: none;">
<!-- 图表控制面板 -->
<div class="row mb-4">
<div class="col-md-6">
<div class="col-12">
<div class="card">
<div class="card-header">
<h5><i class="fas fa-chart-line me-2"></i>性能趋势</h5>
<h5><i class="fas fa-chart-bar me-2"></i>数据分析控制面板</h5>
</div>
<div class="card-body">
<div class="chart-container">
<canvas id="analyticsChart"></canvas>
</div>
</div>
</div>
</div>
<div class="col-md-6">
<div class="card">
<div class="card-header">
<h5><i class="fas fa-chart-pie me-2"></i>类别分布</h5>
</div>
<div class="card-body">
<div class="chart-container">
<canvas id="categoryChart"></canvas>
<div class="row">
<div class="col-md-3">
<label class="form-label">时间范围</label>
<select class="form-select" id="timeRange">
<option value="7">最近7天</option>
<option value="30" selected>最近30天</option>
<option value="90">最近90天</option>
<option value="365">最近1年</option>
</select>
</div>
<div class="col-md-3">
<label class="form-label">图表类型</label>
<select class="form-select" id="chartType">
<option value="line">折线图</option>
<option value="bar" selected>柱状图</option>
<option value="pie">饼图</option>
<option value="doughnut">环形图</option>
<option value="radar">雷达图</option>
<option value="polar">极坐标图</option>
</select>
</div>
<div class="col-md-3">
<label class="form-label">数据维度</label>
<select class="form-select" id="dataDimension">
<option value="workorders" selected>工单统计</option>
<option value="alerts">预警统计</option>
<option value="performance">性能指标</option>
<option value="satisfaction">满意度分析</option>
</select>
</div>
<div class="col-md-3">
<label class="form-label">操作</label>
<div class="d-grid">
<button class="btn btn-primary" onclick="dashboard.updateCharts()">
<i class="fas fa-sync-alt me-1"></i>刷新图表
</button>
</div>
</div>
</div>
</div>
</div>
</div>
</div>
<!-- 主要图表区域 -->
<div class="row mb-4">
<div class="col-md-8">
<div class="card">
<div class="card-header d-flex justify-content-between align-items-center">
<h5><i class="fas fa-chart-line me-2"></i>主要趋势分析</h5>
<div class="btn-group btn-group-sm" role="group">
<button type="button" class="btn btn-outline-primary" onclick="dashboard.exportChart('mainChart')">
<i class="fas fa-download me-1"></i>导出
</button>
<button type="button" class="btn btn-outline-secondary" onclick="dashboard.fullscreenChart('mainChart')">
<i class="fas fa-expand me-1"></i>全屏
</button>
</div>
</div>
<div class="card-body">
<div class="chart-container" style="position: relative; height: 400px;">
<canvas id="mainChart"></canvas>
</div>
</div>
</div>
</div>
<div class="col-md-4">
<div class="card">
<div class="card-header">
<h5><i class="fas fa-chart-pie me-2"></i>分布分析</h5>
</div>
<div class="card-body">
<div class="chart-container" style="position: relative; height: 300px;">
<canvas id="distributionChart"></canvas>
</div>
</div>
</div>
</div>
</div>
<!-- 详细统计卡片 -->
<div class="row mb-4">
<div class="col-md-3">
<div class="card text-center">
<div class="card-body">
<div class="d-flex align-items-center justify-content-center mb-2">
<i class="fas fa-tasks fa-2x text-primary me-3"></i>
<div>
<h3 class="mb-0" id="totalWorkorders">0</h3>
<small class="text-muted">总工单数</small>
</div>
</div>
<div class="progress" style="height: 4px;">
<div class="progress-bar bg-primary" role="progressbar" style="width: 100%"></div>
</div>
</div>
</div>
</div>
<div class="col-md-3">
<div class="card text-center">
<div class="card-body">
<div class="d-flex align-items-center justify-content-center mb-2">
<i class="fas fa-exclamation-triangle fa-2x text-warning me-3"></i>
<div>
<h3 class="mb-0" id="openWorkorders">0</h3>
<small class="text-muted">待处理</small>
</div>
</div>
<div class="progress" style="height: 4px;">
<div class="progress-bar bg-warning" role="progressbar" id="openProgress" style="width: 0%"></div>
</div>
</div>
</div>
</div>
<div class="col-md-3">
<div class="card text-center">
<div class="card-body">
<div class="d-flex align-items-center justify-content-center mb-2">
<i class="fas fa-check-circle fa-2x text-success me-3"></i>
<div>
<h3 class="mb-0" id="resolvedWorkorders">0</h3>
<small class="text-muted">已解决</small>
</div>
</div>
<div class="progress" style="height: 4px;">
<div class="progress-bar bg-success" role="progressbar" id="resolvedProgress" style="width: 0%"></div>
</div>
</div>
</div>
</div>
<div class="col-md-3">
<div class="card text-center">
<div class="card-body">
<div class="d-flex align-items-center justify-content-center mb-2">
<i class="fas fa-star fa-2x text-info me-3"></i>
<div>
<h3 class="mb-0" id="avgSatisfaction">0</h3>
<small class="text-muted">平均满意度</small>
</div>
</div>
<div class="progress" style="height: 4px;">
<div class="progress-bar bg-info" role="progressbar" id="satisfactionProgress" style="width: 0%"></div>
</div>
</div>
</div>
</div>
</div>
<!-- 多维度分析图表 -->
<div class="row mb-4">
<div class="col-md-6">
<div class="card">
<div class="card-header">
<h5><i class="fas fa-chart-area me-2"></i>时间趋势分析</h5>
</div>
<div class="card-body">
<div class="chart-container" style="position: relative; height: 300px;">
<canvas id="trendChart"></canvas>
</div>
</div>
</div>
</div>
<div class="col-md-6">
<div class="card">
<div class="card-header">
<h5><i class="fas fa-chart-bar me-2"></i>优先级分布</h5>
</div>
<div class="card-body">
<div class="chart-container" style="position: relative; height: 300px;">
<canvas id="priorityChart"></canvas>
</div>
</div>
</div>
</div>
</div>
<!-- 详细分析报告 -->
<div class="row">
<div class="col-md-12">
<div class="card">
<div class="card-header">
<div class="card-header d-flex justify-content-between align-items-center">
<h5><i class="fas fa-table me-2"></i>详细分析报告</h5>
<div class="btn-group btn-group-sm" role="group">
<button type="button" class="btn btn-outline-primary" onclick="dashboard.exportReport()">
<i class="fas fa-file-excel me-1"></i>导出Excel
</button>
<button type="button" class="btn btn-outline-secondary" onclick="dashboard.printReport()">
<i class="fas fa-print me-1"></i>打印报告
</button>
</div>
</div>
<div class="card-body">
<div id="analytics-report">
<div class="loading-spinner">
<i class="fas fa-spinner fa-spin"></i>
<div class="loading-spinner text-center">
<i class="fas fa-spinner fa-spin fa-2x"></i>
<p class="mt-2">正在生成分析报告...</p>
</div>
</div>
</div>
@@ -1074,6 +1249,118 @@
</div>
</div>
<!-- 工单导入模态框 -->
<div class="modal fade" id="importWorkOrderModal" tabindex="-1">
<div class="modal-dialog modal-lg">
<div class="modal-content">
<div class="modal-header">
<h5 class="modal-title">导入工单</h5>
<button type="button" class="btn-close" data-bs-dismiss="modal"></button>
</div>
<div class="modal-body">
<div class="alert alert-info">
<i class="fas fa-info-circle me-2"></i>
请先下载模板文件，按照模板格式填写工单信息，然后上传Excel文件进行导入。
</div>
<div class="mb-3">
<label class="form-label">选择Excel文件</label>
<input type="file" class="form-control" id="excel-file-input" accept=".xlsx,.xls">
<div class="form-text">支持 .xlsx 和 .xls 格式，文件大小不超过16MB</div>
</div>
<div class="mb-3">
<div class="d-flex justify-content-between align-items-center">
<span>Excel文件列名说明：</span>
<button class="btn btn-outline-primary btn-sm" onclick="dashboard.downloadTemplate()">
<i class="fas fa-download me-1"></i>下载模板
</button>
</div>
<div class="table-responsive mt-2">
<table class="table table-sm table-bordered">
<thead class="table-light">
<tr>
<th>列名</th>
<th>说明</th>
<th>必填</th>
<th>示例</th>
</tr>
</thead>
<tbody>
<tr>
<td>标题</td>
<td>工单标题</td>
<td><span class="badge bg-danger">是</span></td>
<td>车辆无法启动</td>
</tr>
<tr>
<td>描述</td>
<td>工单详细描述</td>
<td><span class="badge bg-danger">是</span></td>
<td>用户反映车辆无法正常启动</td>
</tr>
<tr>
<td>分类</td>
<td>工单分类</td>
<td><span class="badge bg-secondary">否</span></td>
<td>技术问题</td>
</tr>
<tr>
<td>优先级</td>
<td>工单优先级</td>
<td><span class="badge bg-secondary">否</span></td>
<td>high</td>
</tr>
<tr>
<td>状态</td>
<td>工单状态</td>
<td><span class="badge bg-secondary">否</span></td>
<td>open</td>
</tr>
<tr>
<td>解决方案</td>
<td>解决方案描述</td>
<td><span class="badge bg-secondary">否</span></td>
<td>检查电池和启动系统</td>
</tr>
<tr>
<td>满意度</td>
<td>满意度评分(1-5)</td>
<td><span class="badge bg-secondary">否</span></td>
<td>5</td>
</tr>
</tbody>
</table>
</div>
</div>
<div id="import-progress" class="d-none">
<div class="progress mb-3">
<div class="progress-bar" role="progressbar" style="width: 0%"></div>
</div>
<div class="text-center">
<i class="fas fa-spinner fa-spin me-2"></i>
<span id="import-status">正在导入工单...</span>
</div>
</div>
<div id="import-result" class="d-none">
<div class="alert alert-success">
<i class="fas fa-check-circle me-2"></i>
<span id="import-success-message"></span>
</div>
</div>
</div>
<div class="modal-footer">
<button type="button" class="btn btn-secondary" data-bs-dismiss="modal">取消</button>
<button type="button" class="btn btn-primary" id="import-workorder-btn" onclick="dashboard.importWorkOrders()">
<i class="fas fa-upload me-1"></i>开始导入
</button>
</div>
</div>
</div>
</div>
<!-- 添加知识模态框 -->
<div class="modal fade" id="addKnowledgeModal" tabindex="-1">
<div class="modal-dialog">

276
src/web/templates/index.html
View File

@@ -166,11 +166,27 @@
<div class="card mt-4">
<div class="card-header d-flex justify-content-between align-items-center">
<h5><i class="fas fa-cogs me-2"></i>预警规则管理</h5>
<button class="btn btn-sm btn-primary" data-bs-toggle="modal" data-bs-target="#ruleModal">
<i class="fas fa-plus me-1"></i>添加规则
</button>
<div class="btn-group">
<button class="btn btn-sm btn-primary" data-bs-toggle="modal" data-bs-target="#ruleModal">
<i class="fas fa-plus me-1"></i>添加规则
</button>
<button class="btn btn-sm btn-success" data-bs-toggle="modal" data-bs-target="#presetModal">
<i class="fas fa-magic me-1"></i>预设模板
</button>
</div>
</div>
<div class="card-body">
<!-- 预设规则卡片 -->
<div class="row mb-4">
<div class="col-12">
<h6 class="text-muted mb-3">常用预警规则模板</h6>
<div class="row" id="preset-rules">
<!-- 预设规则卡片将在这里动态生成 -->
</div>
</div>
</div>
<!-- 自定义规则列表 -->
<div class="table-responsive">
<table class="table table-hover">
<thead>
@@ -377,6 +393,260 @@
</div>
</div>
<!-- 预设模板模态框 -->
<div class="modal fade" id="presetModal" tabindex="-1">
<div class="modal-dialog modal-xl">
<div class="modal-content">
<div class="modal-header">
<h5 class="modal-title">预警规则预设模板</h5>
<button type="button" class="btn-close" data-bs-dismiss="modal"></button>
</div>
<div class="modal-body">
<div class="row">
<!-- 性能预警模板 -->
<div class="col-md-6 mb-4">
<h6 class="text-primary mb-3"><i class="fas fa-tachometer-alt me-2"></i>性能预警模板</h6>
<div class="row">
<div class="col-md-6 mb-3">
<div class="card preset-card" data-preset="response_time">
<div class="card-body text-center">
<i class="fas fa-clock fa-2x text-warning mb-2"></i>
<h6>响应时间预警</h6>
<p class="small text-muted">API响应时间超过阈值</p>
<div class="preset-params">
<span class="badge bg-warning">警告</span>
<span class="badge bg-info">性能</span>
</div>
</div>
</div>
</div>
<div class="col-md-6 mb-3">
<div class="card preset-card" data-preset="cpu_usage">
<div class="card-body text-center">
<i class="fas fa-microchip fa-2x text-danger mb-2"></i>
<h6>CPU使用率预警</h6>
<p class="small text-muted">CPU使用率过高</p>
<div class="preset-params">
<span class="badge bg-danger">严重</span>
<span class="badge bg-info">性能</span>
</div>
</div>
</div>
</div>
<div class="col-md-6 mb-3">
<div class="card preset-card" data-preset="memory_usage">
<div class="card-body text-center">
<i class="fas fa-memory fa-2x text-warning mb-2"></i>
<h6>内存使用率预警</h6>
<p class="small text-muted">内存使用率过高</p>
<div class="preset-params">
<span class="badge bg-warning">警告</span>
<span class="badge bg-info">性能</span>
</div>
</div>
</div>
</div>
<div class="col-md-6 mb-3">
<div class="card preset-card" data-preset="disk_usage">
<div class="card-body text-center">
<i class="fas fa-hdd fa-2x text-danger mb-2"></i>
<h6>磁盘使用率预警</h6>
<p class="small text-muted">磁盘空间不足</p>
<div class="preset-params">
<span class="badge bg-danger">严重</span>
<span class="badge bg-info">性能</span>
</div>
</div>
</div>
</div>
</div>
</div>
<!-- 业务预警模板 -->
<div class="col-md-6 mb-4">
<h6 class="text-success mb-3"><i class="fas fa-chart-line me-2"></i>业务预警模板</h6>
<div class="row">
<div class="col-md-6 mb-3">
<div class="card preset-card" data-preset="satisfaction_low">
<div class="card-body text-center">
<i class="fas fa-frown fa-2x text-warning mb-2"></i>
<h6>满意度预警</h6>
<p class="small text-muted">用户满意度低于阈值</p>
<div class="preset-params">
<span class="badge bg-warning">警告</span>
<span class="badge bg-success">业务</span>
</div>
</div>
</div>
</div>
<div class="col-md-6 mb-3">
<div class="card preset-card" data-preset="workorder_high">
<div class="card-body text-center">
<i class="fas fa-tasks fa-2x text-danger mb-2"></i>
<h6>工单积压预警</h6>
<p class="small text-muted">待处理工单过多</p>
<div class="preset-params">
<span class="badge bg-danger">严重</span>
<span class="badge bg-success">业务</span>
</div>
</div>
</div>
</div>
<div class="col-md-6 mb-3">
<div class="card preset-card" data-preset="error_rate_high">
<div class="card-body text-center">
<i class="fas fa-exclamation-triangle fa-2x text-danger mb-2"></i>
<h6>错误率预警</h6>
<p class="small text-muted">系统错误率过高</p>
<div class="preset-params">
<span class="badge bg-danger">严重</span>
<span class="badge bg-success">业务</span>
</div>
</div>
</div>
</div>
<div class="col-md-6 mb-3">
<div class="card preset-card" data-preset="conversion_low">
<div class="card-body text-center">
<i class="fas fa-percentage fa-2x text-warning mb-2"></i>
<h6>转化率预警</h6>
<p class="small text-muted">用户转化率下降</p>
<div class="preset-params">
<span class="badge bg-warning">警告</span>
<span class="badge bg-success">业务</span>
</div>
</div>
</div>
</div>
</div>
</div>
<!-- 系统预警模板 -->
<div class="col-md-6 mb-4">
<h6 class="text-info mb-3"><i class="fas fa-server me-2"></i>系统预警模板</h6>
<div class="row">
<div class="col-md-6 mb-3">
<div class="card preset-card" data-preset="service_down">
<div class="card-body text-center">
<i class="fas fa-power-off fa-2x text-danger mb-2"></i>
<h6>服务宕机预警</h6>
<p class="small text-muted">关键服务不可用</p>
<div class="preset-params">
<span class="badge bg-danger">严重</span>
<span class="badge bg-info">系统</span>
</div>
</div>
</div>
</div>
<div class="col-md-6 mb-3">
<div class="card preset-card" data-preset="database_slow">
<div class="card-body text-center">
<i class="fas fa-database fa-2x text-warning mb-2"></i>
<h6>数据库慢查询</h6>
<p class="small text-muted">数据库查询过慢</p>
<div class="preset-params">
<span class="badge bg-warning">警告</span>
<span class="badge bg-info">系统</span>
</div>
</div>
</div>
</div>
<div class="col-md-6 mb-3">
<div class="card preset-card" data-preset="network_latency">
<div class="card-body text-center">
<i class="fas fa-wifi fa-2x text-warning mb-2"></i>
<h6>网络延迟预警</h6>
<p class="small text-muted">网络延迟过高</p>
<div class="preset-params">
<span class="badge bg-warning">警告</span>
<span class="badge bg-info">系统</span>
</div>
</div>
</div>
</div>
<div class="col-md-6 mb-3">
<div class="card preset-card" data-preset="api_error">
<div class="card-body text-center">
<i class="fas fa-bug fa-2x text-danger mb-2"></i>
<h6>API错误预警</h6>
<p class="small text-muted">API调用失败率过高</p>
<div class="preset-params">
<span class="badge bg-danger">严重</span>
<span class="badge bg-info">系统</span>
</div>
</div>
</div>
</div>
</div>
</div>
<!-- 质量预警模板 -->
<div class="col-md-6 mb-4">
<h6 class="text-warning mb-3"><i class="fas fa-award me-2"></i>质量预警模板</h6>
<div class="row">
<div class="col-md-6 mb-3">
<div class="card preset-card" data-preset="code_quality">
<div class="card-body text-center">
<i class="fas fa-code fa-2x text-warning mb-2"></i>
<h6>代码质量预警</h6>
<p class="small text-muted">代码质量评分过低</p>
<div class="preset-params">
<span class="badge bg-warning">警告</span>
<span class="badge bg-warning">质量</span>
</div>
</div>
</div>
</div>
<div class="col-md-6 mb-3">
<div class="card preset-card" data-preset="test_coverage">
<div class="card-body text-center">
<i class="fas fa-check-circle fa-2x text-info mb-2"></i>
<h6>测试覆盖率预警</h6>
<p class="small text-muted">测试覆盖率不足</p>
<div class="preset-params">
<span class="badge bg-info">信息</span>
<span class="badge bg-warning">质量</span>
</div>
</div>
</div>
</div>
<div class="col-md-6 mb-3">
<div class="card preset-card" data-preset="security_scan">
<div class="card-body text-center">
<i class="fas fa-shield-alt fa-2x text-danger mb-2"></i>
<h6>安全扫描预警</h6>
<p class="small text-muted">发现安全漏洞</p>
<div class="preset-params">
<span class="badge bg-danger">严重</span>
<span class="badge bg-warning">质量</span>
</div>
</div>
</div>
</div>
<div class="col-md-6 mb-3">
<div class="card preset-card" data-preset="performance_regression">
<div class="card-body text-center">
<i class="fas fa-chart-line fa-2x text-warning mb-2"></i>
<h6>性能回归预警</h6>
<p class="small text-muted">性能指标下降</p>
<div class="preset-params">
<span class="badge bg-warning">警告</span>
<span class="badge bg-warning">质量</span>
</div>
</div>
</div>
</div>
</div>
</div>
</div>
</div>
<div class="modal-footer">
<button type="button" class="btn btn-secondary" data-bs-dismiss="modal">关闭</button>
</div>
</div>
</div>
</div>
<!-- 脚本 -->
<script src="https://cdn.jsdelivr.net/npm/bootstrap@5.1.3/dist/js/bootstrap.bundle.min.js"></script>
<script src="https://cdn.jsdelivr.net/npm/chart.js"></script>

56
src/web/websocket_server.py
View File

@@ -213,6 +213,19 @@ class WebSocketServer:
async def handle_client(self, websocket: WebSocketServerProtocol, path: str):
"""处理客户端连接"""
# 检查连接头
headers = websocket.request_headers
connection = headers.get("Connection", "").lower()
# 处理不同的连接头格式
if "upgrade" not in connection and "keep-alive" in connection:
logger.warning(f"收到非标准连接头: {connection}")
# 对于keep-alive连接头，我们仍然接受连接
elif "upgrade" not in connection:
logger.warning(f"连接头不包含upgrade: {connection}")
await websocket.close(code=1002, reason="Invalid connection header")
return
await self.register_client(websocket)
try:
@@ -220,6 +233,8 @@ class WebSocketServer:
await self.handle_message(websocket, message)
except websockets.exceptions.ConnectionClosed:
pass
except Exception as e:
logger.error(f"WebSocket连接错误: {e}")
finally:
await self.unregister_client(websocket)
@@ -227,9 +242,48 @@ class WebSocketServer:
"""启动WebSocket服务器"""
logger.info(f"启动WebSocket服务器: ws://{self.host}:{self.port}")
async with websockets.serve(self.handle_client, self.host, self.port):
# 添加CORS支持
async def handle_client_with_cors(websocket: WebSocketServerProtocol, path: str):
# 设置CORS头
if websocket.request_headers.get("Origin"):
# 允许跨域连接
pass
await self.handle_client(websocket, path)
async with websockets.serve(
handle_client_with_cors,
self.host,
self.port,
# 添加额外的服务器选项
process_request=self._process_request
):
await asyncio.Future() # 保持服务器运行
def _process_request(self, path, request_headers):
"""处理HTTP请求，支持CORS"""
# 检查是否是WebSocket升级请求
if request_headers.get("Upgrade", "").lower() == "websocket":
return None # 允许WebSocket连接
# 对于非WebSocket请求，返回简单的HTML页面
return (
200,
[("Content-Type", "text/html; charset=utf-8")],
b"""
<!DOCTYPE html>
<html>
<head>
<title>WebSocket Server</title>
</head>
<body>
<h1>WebSocket Server is running</h1>
<p>This is a WebSocket server. Please use a WebSocket client to connect.</p>
<p>WebSocket URL: ws://localhost:8765</p>
</body>
</html>
"""
)
def run(self):
"""运行服务器"""
asyncio.run(self.start_server())

16
start_dashboard.py
View File

@@ -7,6 +7,8 @@
import sys
import os
import logging
import threading
import asyncio
from datetime import datetime
# 添加项目根目录到Python路径
@@ -23,6 +25,15 @@ def setup_logging():
]
)
def start_websocket_server():
"""启动WebSocket服务器"""
try:
from src.web.websocket_server import WebSocketServer
server = WebSocketServer(host="localhost", port=8765)
server.run()
except Exception as e:
print(f"WebSocket服务器启动失败: {e}")
def main():
"""主函数"""
print("=" * 60)
@@ -58,10 +69,15 @@ def main():
print(" 主页: http://localhost:5000")
print(" 预警管理: http://localhost:5000/alerts")
print(" 实时对话: http://localhost:5000/chat")
print(" WebSocket: ws://localhost:8765")
print()
print("按 Ctrl+C 停止服务")
print("=" * 60)
# 在单独线程中启动WebSocket服务器
websocket_thread = threading.Thread(target=start_websocket_server, daemon=True)
websocket_thread.start()
# 启动Flask应用
app.run(
debug=False,

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uploads/workorder_template.xlsx Normal file
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