预警接口及工具

src/agent/http_tools.py

@@ -3,6 +3,9 @@ from typing import TypeVar, Generic, Any, Optional, List, Dict
 from pydantic import BaseModel
 from urllib.parse import urljoin
 
+import time
+from ..utils.logger import get_logger
+
 # 泛型类型定义
 T = TypeVar('T')
 
@@ -30,7 +33,8 @@ class BaseHttpClient:
     """基础HTTP客户端"""
     def __init__(self, base_url: str = const_base_url):
         self.base_url = base_url.rstrip('/')
-        self.timeout = 30.0
+        self.timeout = 60.0
+        self.logger = get_logger(self.__class__.__name__)
 
     async def _request_async(self, method: str, endpoint: str, **kwargs) -> Any:
         """通用异步请求方法"""
@@ -42,11 +46,17 @@ class BaseHttpClient:
 
     def _request_sync(self, method: str, endpoint: str, **kwargs) -> Any:
         """通用同步请求方法"""
+        self.logger.info(f"请求URL: {urljoin(self.base_url, endpoint)}，请求参数: {kwargs}")
+        start_time = time.time()
+        result = None
         with httpx.Client(timeout=self.timeout) as client:
             url = urljoin(self.base_url, endpoint)
             response = client.request(method, url, **kwargs)
             response.raise_for_status()
-            return response.json()
+            result = response.json()
+        end_time = time.time()
+        self.logger.info(f"请求耗时: {end_time - start_time}秒")
+        return result
 
 
 class MonitorPoint(BaseModel):
@@ -195,14 +205,14 @@ class RateClient(BaseHttpClient):
         )
         return BaseResponse[List](**data)
 
-    async def query_rates_ranking(self, rank_type: int) -> BaseResponse[List]:
+    async def query_rates_ranking(self, rank_type: int) -> BaseResponse[Dict]:
         """异步查询在线率排名信息"""
         data = await self._request_async(
             "POST",
             const_url_rate_ranking,
             json={'type': rank_type}
         )
-        return BaseResponse[List](**data)
+        return BaseResponse[Dict](**data)
 
     def query_rates_month_sync(self, year: str, areaCode: str, typeArr: str) -> BaseResponse[List]:
         """同步查询按月度统计的在线率信息"""
@@ -220,7 +230,7 @@ class RateClient(BaseHttpClient):
 
 class WarningClient(BaseHttpClient):
     """预警查询客户端"""
-    def query_warning_statistics(self, start_time: str, end_time: str, area_code: str) -> BaseResponse[List]:
+    def query_warning_statistics(self, start_time: str, end_time: str, area_code: str) -> BaseResponse[Dict]:
         """同步查询预警统计信息"""
         data = self._request_sync(
             "POST",
@@ -231,7 +241,7 @@ class WarningClient(BaseHttpClient):
                 'areaCode': area_code
             }
         )
-        return BaseResponse[List](**data)
+        return BaseResponse[Dict](**data)
     
     def query_warning_month_statistics(self, year: str, areaCode: str) -> BaseResponse[List]:
         """同步查询按月度统计的预警统计信息"""

src/agent/tool_rate.py

@@ -156,7 +156,8 @@ class RegionRateTool(BaseRateTool):
                 month_data = self._extract_rate_data(item)
                 result_data[item['month']] = month_data
             # 排序
-            
+            result_data = sorted(result_data.items(), key=lambda x: x[0])
+
             self.logger.debug(f"查询结果: {df.resultdata}")
             # markdown = self.to_markdown(df.resultdata)
 

src/agent/tool_warn.py

@@ -7,30 +7,128 @@
 
 from pydantic import BaseModel, Field
 from typing import Any, Dict, Type
+import logging
+
+from langchain_core.tools import BaseTool
 
 from .http_tools import WarningClient, const_base_url
+from .code import AreaCodeTool
+from ..utils.logger import get_logger
+
+code_tool = AreaCodeTool()
 
 class WarningArgs(BaseModel):
     """预警查询参数"""
-    start_time: str = Field(..., description="开始时间 (YYYY-MM-DD)")
-    end_time: str = Field(..., description="结束时间 (YYYY-MM-DD)")
-    region_name: str = Field(..., description="地区名称，如果要查询全国数据，请输入空字符串")
-    month_statistics: bool = Field(False, description="是否按月度查询一年内的统计结果,默认不需要")
+    start_time: str = Field("", description="开始时间 (YYYY-MM-DD HH:mm:ss)")
+    end_time: str = Field("", description="结束时间 (YYYY-MM-DD HH:mm:ss)")
+    region_name: str = Field("", description="地区名称，如果要查询全国数据，请输入空字符串")
 
 class WarningTool(BaseTool):
     """查询预警处置和虚警情况"""
     name: str = "warning_statistics"
-    description: str = "查询不同时间段不同地区预警处置和虚警情况，包括处置率、虚警率、蓝黄橙红数数量和占比统计。也支持按月度统计一年内的虚警率，处置率。"
+    description: str = "查询一定时间范围内不同地区预警处置和虚警情况，包括处置率、虚警率、蓝黄橙红数数量和占比统计。也支持查询指定年份全年按月度统计的虚警率，处置率等信息。"
     args_schema: Type[BaseModel] = WarningArgs
     client: Any = Field(None, exclude=True)
+    logger: logging.Logger = Field(None, exclude=True)
     
     def __init__(self, base_url: str = const_base_url, **data):
         super().__init__(**data)
         self.client = WarningClient(base_url=base_url)
+        self.logger = get_logger("WarningTool")
         self.logger.info(f"初始化 WarningTool，base_url: {base_url}")
+
         
-    def _run(self, start_time: str, end_time: str, region_name: str="", month_statistics: bool=False) -> Dict[str, Any]:
-        return self.get_warning_statistics(start_time, end_time, region_name, month_statistics)
+    def _run(self, start_time: str, end_time: str, region_name: str="") -> Dict[str, Any]:
+        code = ""
+        if region_name != "":
+            self.logger.debug(f"查找区域代码: {region_name}")
+            codes = code_tool.find_code(region_name)
+            if codes is None or len(codes) == 0:
+                error_msg = f'未找到匹配的区域代码: {region_name}'
+                self.logger.warning(error_msg)
+                return {'code': 400, 'message': error_msg}
+            code = codes[0][1]
+            self.logger.debug(f"找到区域代码: {code}")
+
+
+        year = start_time.split("-")[0]
+        detail = self.get_warning_statistics(start_time, end_time, region_name, code)
+        monthly = self.get_warning_statistics_of_month(year, region_name, code)
+        if monthly['code'] != 200:
+            return monthly
+        return {
+            "整体详细数据": detail['data'] if detail['code'] == 200 else detail['message'],
+            "各月数据": monthly['data'] if monthly['code'] == 200 else monthly['message']
+        }
     
-    def get_warning_statistics(self, start_time: str, end_time: str, region_name: str="", month_statistics: bool=False) -> Dict[str, Any]:
-        pass
\ No newline at end of file
+    def get_warning_statistics(self, start_time: str, end_time: str, region_name: str="", code: str="") -> Dict[str, Any]:
+        try:
+            response = self.client.query_warning_statistics(start_time, end_time, code)
+            self.logger.debug(f"API响应: {response}")
+
+            if response.type != 1 or len(response.resultdata) == 0:
+                error_msg = f"查询失败: {response.message}，请检查是否有相关数据权限"
+                self.logger.warning(error_msg)
+                return {'code': 400, 'message': error_msg}
+
+            data = {
+                "预警消息个数": response.resultdata["num"],
+                "处置消息个数": response.resultdata["closenum"],
+                "处置率": response.resultdata["closeper"],
+                "虚警消息个数": response.resultdata["falsenum"],
+                "虚警率": response.resultdata["falseper"],
+                "红色预警消息个数": response.resultdata["rednum"],
+                "红色处置消息个数": response.resultdata["redcloseper"],
+                "橙色预警消息个数": response.resultdata["orangenum"],
+                "橙色处置消息个数": response.resultdata["orangecloseper"],
+                "黄色预警消息个数": response.resultdata["yellownum"],
+                "黄色处置消息个数": response.resultdata["yellowcloseper"],
+                "蓝色预警消息个数": response.resultdata["bluenum"],
+                "蓝色处置消息个数": response.resultdata["bluecloseper"],
+                "数据异常消息个数": response.resultdata["datanum"],
+                "数据异常消息占比": response.resultdata["datacloseper"],
+                "设备维护": response.resultdata["devicemainnum"],
+                "设备维护占比": response.resultdata["devicemaincloseper"],
+                "设备遭到破坏": response.resultdata["damagenum"],
+                "设备遭到破坏占比": response.resultdata["damagecloseper"],
+                "模型待优化": response.resultdata["modelnum"],
+                "模型待优化占比": response.resultdata["modelcloseper"],
+            }
+            return {
+                'code': 200,
+                'data': data
+            }
+
+        except Exception as e:
+            self.logger.error(f"查询预警统计信息失败: {e}")
+            return {'code': 400, 'message': str(e)}
+
+    def get_warning_statistics_of_month(self, year: str, region_name: str="", code: str="") -> Dict[str, Any]:
+        try:
+            response = self.client.query_warning_month_statistics(year, code)
+            self.logger.debug(f"API响应: {response}")
+
+            if response.type != 1 or len(response.resultdata) == 0:
+                error_msg = f"查询失败: {response.message}，请检查是否有相关数据权限"
+                self.logger.warning(error_msg)
+                return {'code': 400, 'message': error_msg}
+
+            data = {}
+            for item in response.resultdata:
+                month = {
+                    "预警数量": item["num"],
+                    "处置率": item["closeper"],
+                    "处置数量": item["closenum"],
+                    "虚警率": item["falseper"],
+                    "虚警数量": item["falsenum"],
+                }
+                data[item["month"]] = month
+
+            data = sorted(data.items(), key=lambda x: x[0])
+            return {
+                'code': 200,
+                'data': data
+            }
+        except Exception as e:
+            self.logger.error(f"查询预警统计信息失败: {e}")
+            return {'code': 400, 'message': str(e)}

test/run_tool_picker_warn.py

+from langchain_openai import ChatOpenAI
+from rich.console import Console
+from rich.table import Table
+
+import sys,os
+sys.path.append("../")
+
+
+from src.server.tool_picker import ToolPicker
+from src.agent.tool_rate import RegionRateTool, RankingRateTool
+from src.agent.tool_monitor import MonitorPointTool
+from src.agent.tool_warn import WarningTool
+def run_examples():
+    # 初始化 rich console
+    console = Console()
+    
+    # 初始化 LLM
+    llm = ChatOpenAI(
+        openai_api_key="xxxxxx",
+        openai_api_base="http://192.168.10.14:8000/v1",
+        model_name="Qwen2-7B",
+        verbose=True
+    )
+    base_url = "http://172.30.0.37:30007"
+    # 初始化工具
+    tools = [
+        RegionRateTool(base_url=base_url),
+        RankingRateTool(base_url=base_url),
+        MonitorPointTool(base_url=base_url),
+        WarningTool(base_url=base_url),
+    ]
+    
+    tool_dict = {tool.name: tool for tool in tools}
+    # 初始化 ToolPicker
+    picker = ToolPicker(llm, tools)
+    
+    # 测试案例和预期结果
+    test_cases = [
+        {
+            "query": "查询2024年4月到5月甘肃省的预警情况",
+            "expected": {
+                "tool": "warning_statistics",
+                "params": {
+                    "start_time": "2024-04-01 00:00:00",
+                    "end_time": "2024-05-31 23:59:59",
+                    "region_name": "甘肃省",
+                }
+            }
+        },{
+            "query": "查询2024年4月到5月甘肃省的处置率是多少",
+            "expected": {
+                "tool": "warning_statistics",
+                "params": {
+                    "start_time": "2024-04-01 00:00:00",
+                    "end_time": "2024-05-31 23:59:59",
+                    "region_name": "甘肃省",
+                }
+            }
+        },{
+            "query": "查询2024年甘肃省各月的预警情况总体分析",
+            "expected": {
+                "tool": "warning_statistics",
+                "params": {
+                    "start_time": "2024-01-01 00:00:00",
+                    "end_time": "2024-12-31 23:59:59",
+                    "region_name": "甘肃省",
+                }
+            }
+        },{
+            "query": "查询2024年甘肃省上半年的虚警率是多少",
+            "expected": {
+                "tool": "warning_statistics",
+                "params": {
+                    "start_time": "2024-01-01 00:00:00",
+                    "end_time": "2024-06-30 23:59:59",
+                    "region_name": "甘肃省",
+                }
+            }
+        }
+    ]
+    
+    # 为每个测试案例创建一个表格
+    for i, case in enumerate(test_cases, 1):
+        console.print(f"\n[bold cyan]=== 测试案例 {i} ===[/bold cyan]")
+        
+        table = Table(title=f"查询: {case['query']}")
+        table.add_column("项目", style="cyan")
+        table.add_column("预期结果", style="green")
+        table.add_column("实际结果", style="yellow")
+        table.add_column("是否匹配", style="magenta")
+        
+        try:
+            result = picker.pick(case["query"])
+            
+            # 添加工具比较行
+            expected_tool = case["expected"]["tool"]
+            actual_tool = result["tool"]
+            table.add_row(
+                "选择的工具",
+                expected_tool,
+                actual_tool,
+                "✓" if expected_tool == actual_tool else "✗"
+            )
+            
+            # 添加参数比较行
+            for param_key in case["expected"]["params"]:
+                expected_value = str(case["expected"]["params"][param_key])
+                actual_value = str(result["params"].get(param_key, "未提供"))
+                table.add_row(
+                    f"参数: {param_key}",
+                    expected_value,
+                    actual_value,
+                    "✓" if expected_value == actual_value else "✗"
+                )
+
+            tool = tool_dict[result["tool"]]
+            params = result["params"]
+
+            result =   tool.invoke(params)
+            print(result)
+
+        except Exception as e:
+            table.add_row("错误", "", str(e), "✗")
+        
+        console.print(table)
+        console.print("=" * 80)
+
+if __name__ == "__main__":
+    run_examples()
\ No newline at end of file