Merge 7ecd04b68d into e85f9f2882

.gitignore

@@ -29,3 +29,5 @@ dist-ssr
 *.local
 /pywxdump/ui/web/*
 /pywxdump/ui/web/assets/*
+/pywxdump/wxdump_work
+test2.py

pywxdump/analyzer/utils.py

@@ -1,6 +1,6 @@
 # -*- coding: utf-8 -*-#
 # -------------------------------------------------------------------------------
-# Name:         utils.py
+# Name:         api_utils.py
 # Description:  
 # Author:       xaoyaoo
 # Date:         2023/12/03

pywxdump/api/api_utils/dify.py

@@ -0,0 +1,14 @@
+# 接入dify工作流,用来制作微信聊天记录可视化
+
+class Dify(object):
+    def __init__(self):
+        api_key = ""
+        api_base_url = ""
+
+    #TODO: 文件上传
+    def file_upload(self):
+        pass
+
+    #TODO: 运行工作流
+    def run_workflows(self):
+        pass

pywxdump/api/api_utils/llm.py

@@ -0,0 +1,476 @@
+# LLM api相关
+import enum
+import json
+import os
+import re
+
+import httpx
+import openai
+from openai import OpenAI
+
+from pywxdump.api.remote_server import gc
+
+
+
+
+class BaseLLMApi(object):
+    def __init__(self,api_key,base_url=None):
+        # 设置名字，以供其他函数使用 !!!不使用，
+        # self.api_key_string = "API_KEY"
+        # self.base_url_string = "BASE_URL"
+        # self.env_api_key_string = self.__class__.__name__ + "_" + self.api_key_string
+        # self.env_base_url_string = self.__class__.__name__ + "_" + self.base_url_string
+        # self.setting_string = self.__class__.__name__ + "_setting"
+
+
+        self.API_KEY = api_key
+        self.BASE_URL = base_url
+
+        self.module = (
+
+        )#模型列表
+
+
+        self.HTTP_CLIENT = None
+        self.isReady = False
+        self.message = []
+
+
+        # 执行初始化方法
+        self.set_default_fn()
+
+
+
+
+    def set_default_fn(self):
+        if not self.module:
+            self.set_default_module()
+        if not self.BASE_URL:
+            self.set_default_base_url()
+        if not self.message:
+            self.set_default_message()
+
+    def set_default_module(self):
+        self.module = ()
+
+    def set_default_base_url(self):
+        self.BASE_URL = ""
+
+    def set_default_message(self):
+        """
+        要确保message中至少有两个元素，第一个元素为系统消息，第二个元素为用户消息，且第二个元素中有{{content}}
+        """
+        self.message = [
+            {"role": "system", "content": "You are a helpful assistant"},
+            {"role": "user", "content": "Hello {{content}}"},
+        ]
+
+
+
+    def set_module(self, module):
+        self.module = module
+
+    def set_api_key(self, api_key):
+        self.API_KEY = api_key
+
+    def set_base_url(self, base_url):
+        self.BASE_URL = base_url
+
+
+    def set_message(self, message):
+        self.message = message
+
+
+
+
+
+    # def ready(self):
+    #     if not self.API_KEY:
+    #         # 从配置中获取，这个功能必须配合网页API开启后才能使用
+    #         self.API_KEY = gc.get_conf(gc.at,self.setting_string)[self.api_key_string]
+    #         if not self.API_KEY:
+    #             raise RuntimeError("API_KEY must be set")
+    #         # 设置环境变量
+    #         os.environ[self.env_api_key_string] = self.API_KEY
+    #         os.environ[self.env_base_url_string] = self.BASE_URL
+    #
+    #     self.isReady = True
+    #     return
+
+
+    def ready(self):
+        if not self.BASE_URL and not self.API_KEY:
+            raise RuntimeError("API_KEY or BASE_URL must be set")
+        self.isReady = True
+
+
+
+    @property
+    def http_client(self):
+        if not self.isReady:
+            self.ready()
+        try:
+            self.HTTP_CLIENT = OpenAI(api_key=self.API_KEY, base_url=self.BASE_URL)
+            return self.HTTP_CLIENT
+        except:
+            raise RuntimeError("HTTP_CLIENT set not successfully,please check!")
+
+
+
+
+
+
+
+    def send_msg(self, message=None, module=None, stream=False):
+        """
+        向大模型发送信息
+        如果非流式返回，则直接输出内容，
+        否则使用openai文档规定格式输出
+        """
+
+        if message is None:
+            self.message[1]["content"] = self.message[1].get("content").replace("{{content}}", " ")
+            message = self.message
+        else:
+            self.message[1]["content"] = self.message[1].get("content").replace("{{content}}", message)
+            message = self.message
+
+        response = self.http_client.chat.completions.create(
+            model=self.module[module],
+            messages=message,
+            stream=stream
+        )
+        if not stream:
+            return self.process_msg(response.choices[0].message.content)
+        else:
+            return self.process_msg(response.response.read().decode("utf-8"))
+
+
+    def process_msg(self,x):
+        return x
+
+class DeepSeekApi(BaseLLMApi):
+
+
+    def set_default_module(self):
+        self.module = (
+            "deepseek-chat",
+            "deepseek-reasoner"
+        )
+
+    def set_default_base_url(self):
+        self.BASE_URL = "https://api.deepseek.com"
+
+    def set_default_message(self):
+        self.message = [
+            {"role": "system", "content": """从内容中提取出以下信息，可以根据内容多少进行列表扩展或增加，请仔细思索怎么填充内容，如果没有给到合理的名称或其他内容，就以合理的方式思考并添加。
+
+                    - 最后的输出值使用严格的json格式
+
+                    - 不要私自添加json块或减少json块
+
+                    - 内容中不要使用换行符，如果内容原本有多个换行符，删掉原本多余的的换行符，只保留一个换行符再加入进去。
+
+                    - 内容中如果有很奇怪的字符，比如''\''或''\\''影响代码编译的字符，删除原本的字符再加入进去。
+
+
+
+                    {
+
+                    "header": {
+
+                    "title": "[群名称]报告",
+
+                    "date": "[日期]",
+
+                    "metaInfo": {
+
+                    "totalMessages": "[数量]",
+
+                    "activeUsers": "[数量]",
+
+                    "timeRange": "[时间范围]"
+
+                    }
+
+                    },
+
+                    "sections": {
+
+                    "hotTopics": {
+
+                    "items": [
+
+                    {
+
+                    "name": "[热点话题名称]",
+
+                    "category": "[话题分类]",
+
+                    "summary": "[简要总结(50-100字)]",
+
+                    "keywords": ["[关键词1]", "[关键词2]"],
+
+                    "mentions": "[次数]"
+
+                    }
+
+                    ]
+
+                    },
+
+                    "tutorials": {
+
+                    "items": [
+
+                    {
+
+                    "type": "[TUTORIAL | NEWS | RESOURCE]",
+
+                    "title": "[分享的教程或资源标题]",
+
+                    "sharedBy": "[昵称]",
+
+                    "time": "[时间]",
+
+                    "summary": "[内容简介]",
+
+                    "keyPoints": ["[要点1]", "[要点2]"],
+
+                    "url": "[URL]",
+
+                    "domain": "[域名]",
+
+                    "category": "[分类]"
+
+                    }
+
+                    ]
+
+                    },
+
+                    "importantMessages": {
+
+                    "items": [
+
+                    {
+
+                    "time": "[消息时间]",
+
+                    "sender": "[发送者昵称]",
+
+                    "type": "[NOTICE | EVENT | ANNOUNCEMENT | OTHER]",
+
+                    "priority": "[高|中|低]",
+
+                    "content": "[消息内容]",
+
+                    "fullContent": "[完整通知内容]"
+
+                    }
+
+                    ]
+
+                    },
+
+                    "dialogues": {
+
+                    "items": [
+
+                    {
+
+                    "type": "[DIALOGUE | QUOTE]",
+
+                    "messages": [
+
+                    {
+
+                    "speaker": "[说话者昵称]",
+
+                    "time": "[发言时间]",
+
+                    "content": "[消息内容]"
+
+                    }
+
+                    ],
+
+                    "highlight": "[对话中的金句或亮点]",
+
+                    "relatedTopic": "[某某话题]"
+
+                    }
+
+                    ]
+
+                    },
+
+                    "qa": {
+
+                    "items": [
+
+                    {
+
+                    "question": {
+
+                    "asker": "[提问者昵称]",
+
+                    "time": "[提问时间]",
+
+                    "content": "[问题内容]",
+
+                    "tags": ["[相关标签1]", "[相关标签2]"]
+
+                    },
+
+                    "answers": [
+
+                    {
+
+                    "responder": "[回答者昵称]",
+
+                    "time": "[回答时间]",
+
+                    "content": "[回答内容]",
+
+                    "isAccepted": true
+
+                    }
+
+                    ]
+
+                    }
+
+                    ]
+
+                    },
+
+                    "analytics": {
+
+                    "heatmap": [
+
+                    {
+
+                    "topic": "[话题名称]",
+
+                    "percentage": "[百分比]",
+
+                    "color": "#3da9fc",
+
+                    "count": "[数量]"
+
+                    }
+
+                    ],
+
+                    "chattyRanking": [
+
+                    {
+
+                    "rank": 1,
+
+                    "name": "[群友昵称]",
+
+                    "count": "[数量]",
+
+                    "characteristics": ["[特点1]", "[特点2]"],
+
+                    "commonWords": ["[常用词1]", "[常用词2]"]
+
+                    }
+
+                    ],
+
+                    "nightOwl": {
+
+                    "name": "[熬夜冠军昵称]",
+
+                    "title": "[熬夜冠军称号]",
+
+                    "latestTime": "[时间]",
+
+                    "messageCount": "[数量]",
+
+                    "lastMessage": "[最后一条深夜消息内容]"
+
+                    }
+
+                    },
+
+                    "wordCloud": {
+
+                    "words": [
+
+                    {
+
+                    "text": "[关键词1]",
+
+                    "size": 38,
+
+                    "color": "#00b4d8",
+
+                    "rotation": -15
+
+                    }
+
+                    ],
+
+                    "legend": [
+
+                    {"color": "#00b4d8", "label": "[分类1] 相关词汇"},
+
+                    {"color": "#4361ee", "label": "[分类2] 相关词汇"}
+
+                    ]
+
+                    }
+
+                    },
+
+                    "footer": {
+
+                    "dataSource": "[群名称]聊天记录",
+
+                    "generationTime": "[当前时间]",
+
+                    "statisticalPeriod": "[日期] [时间范围]",
+
+                    "disclaimer": "本报告内容基于群聊公开讨论，如有不当内容或侵权问题请联系管理员处理。"
+
+                    }
+
+                    }"""},
+            {"role": "user", "content": """你好，以下是我要提取的内容: {{content}}"""},
+
+        ]
+
+
+    def process_msg(self,x):
+        """
+        识别json格式，并返回字典
+        """
+        pattern = re.compile('{.*}', flags=re.IGNORECASE | re.MULTILINE | re.S)
+        # print(pattern.search(json_data).group())
+
+        json_data = json.loads(pattern.search(x).group())
+        return json_data
+
+
+
+
+# if __name__ == "__main__":
+#     deepseek_api = DeepSeekApi("sk-2ed4377a895d4ce18e086258c254fc8e")
+#
+#     response = deepseek_api.send_msg(module=0,message="""""")
+#     print(response)
+
+
+
+
+
+
+
+
+
+
+

pywxdump/api/export/exportJSON.py

@@ -5,6 +5,7 @@
 # Author:       xaoyaoo
 # Date:         2024/04/20
 # -------------------------------------------------------------------------------
+import datetime
 import json
 import os
 from pywxdump.db import DBHandler
@@ -39,5 +40,135 @@ def export_json(wxid, outpath, db_config, my_wxid="我", indent=4):
     return True, f"导出成功: {outpath}"
 
 
+def export_json_mini(wxid, outpath, db_config, my_wxid="我", indent=4):
+    # 确保输出目录存在
+    if not os.path.exists(outpath):
+        outpath = os.path.join(os.getcwd(), "export_mini" + os.sep + wxid)
+        os.makedirs(outpath, exist_ok=True)
+
+    db = DBHandler(db_config, my_wxid)
+
+    # 获取消息总数
+    count = db.get_msgs_count(wxid)
+    chatCount = count.get(wxid, 0)
+    if chatCount == 0:
+        return False, "没有聊天记录"
+
+    users = {}
+    page_size = chatCount + 1  # 保持与原函数一致的分页逻辑
+
+    for i in range(0, chatCount, page_size):
+        start_index = i
+        data, users_t = db.get_msgs(wxid, start_index, page_size)
+        users.update(users_t)  # 合并用户信息
+
+        if not data:
+            continue
+
+        # 构建简化数据
+        mini_data = []
+        for msg in data:
+            # 获取昵称（优先用备注，没有则用昵称，最后用wxid）
+            user_info = users.get(msg.get("talker"), {})
+            nickname = user_info.get("remark") or user_info.get("nickname") or msg.get("talker")
+
+            mini_msg = {
+                "nickname": nickname,
+                "message": msg.get("msg", ""),
+                "time": msg.get("CreateTime", "")
+            }
+            mini_data.append(mini_msg)
+
+        # 保存简化后的文件
+        save_path = os.path.join(outpath, f"{wxid}_mini_{i}_{i + page_size}.json")
+        with open(save_path, "w", encoding="utf-8") as f:
+            json.dump(mini_data, f, ensure_ascii=False, indent=indent)
+
+    return True, f"简化版导出成功: {outpath}"
+
+
+def export_json_mini_time_limit(wxid, outpath, db_config, my_wxid="我",
+                     start_createtime=None, end_createtime=None, indent=4):
+    """
+    带时间过滤的简化版聊天记录导出
+
+    :param start_createtime: 开始时间（格式：2025-4-30 16:55:01）
+    :param end_createtime: 结束时间（格式：2025-4-30 16:55:01）
+    """
+    # 创建输出目录
+    if not os.path.exists(outpath):
+        outpath = os.path.join(os.getcwd(), "export_mini" + os.sep + wxid)
+        os.makedirs(outpath, exist_ok=True)
+
+    # 初始化数据库连接
+    db = DBHandler(db_config, my_wxid)
+
+    # 时间格式转换
+    def str_to_timestamp(time_str):
+        if not time_str:
+            return None
+        try:
+            dt = datetime.datetime.strptime(time_str, "%Y-%m-%d %H:%M:%S")
+            return int(dt.timestamp())
+        except ValueError:
+            raise ValueError(f"无效时间格式: {time_str}，示例: 2025-04-30 16:55:01")
+
+    start_ts = str_to_timestamp(start_createtime)
+    end_ts = str_to_timestamp(end_createtime)
+
+    # 获取消息数据（带时间过滤）
+    all_data = []
+    users = {}
+    page_size = 5000  # 每次获取5000条
+    start_index = 0
+
+    while True:
+        # 获取分页数据（自动包含时间过滤条件）
+        data, users_t = db.get_msgs(
+            wxid,
+            start_index=start_index,
+            page_size=page_size,
+            start_createtime=start_ts,
+            end_createtime=end_ts
+        )
+
+        if not data:
+            break
+
+        all_data.extend(data)
+        users.update(users_t)
+        start_index += page_size
+
+    if not all_data:
+        return False, "指定时间段内没有聊天记录"
+
+    # 构建简化数据结构
+    mini_data = []
+    for msg in all_data:
+        talker = msg.get("talker")
+        user_info = users.get(talker, {})
+
+        mini_msg = {
+            "sender": user_info.get("remark") or user_info.get("nickname") or talker,
+            "content": msg.get("msg", ""),
+            "timestamp": msg.get("CreateTime")
+        }
+        mini_data.append(mini_msg)
+
+    # 生成带时间范围的文件名
+    time_suffix = ""
+    if start_createtime or end_createtime:
+        start_part = start_createtime.replace(" ", "_").replace(":", "-") if start_createtime else "all"
+        end_part = end_createtime.replace(" ", "_").replace(":", "-") if end_createtime else "now"
+        time_suffix = f"_{start_part}_to_{end_part}"
+    filename = f"{wxid}_mini{time_suffix}_ai.json"
+    save_path = os.path.join(outpath, filename)
+    with open(save_path, "w", encoding="utf-8") as f:
+        json.dump(mini_data, f, ensure_ascii=False, indent=indent)
+
+    return True, f"导出成功: {save_path}", filename
+
+
+
 if __name__ == '__main__':
     pass

pywxdump/api/remote_server.py

@@ -5,6 +5,8 @@
 # Author:       xaoyaoo
 # Date:         2024/01/02
 # -------------------------------------------------------------------------------
+import datetime
+import json
 import os
 import time
 import shutil
@@ -12,6 +14,7 @@ from collections import Counter
 from urllib.parse import quote, unquote
 from typing import List, Optional
 
+import fastapi.requests
 from pydantic import BaseModel
 from fastapi import APIRouter, Response, Body, Query, Request
 from starlette.responses import StreamingResponse, FileResponse
@@ -20,8 +23,10 @@ import pywxdump
 from pywxdump import decrypt_merge, get_core_db
 from pywxdump.db import DBHandler
 from pywxdump.db.utils import download_file, dat2img
+from .api_utils.html import HtmlController
 
 from .export import export_csv, export_json, export_html
+from .export.exportJSON import export_json_mini, export_json_mini_time_limit
 from .rjson import ReJson, RqJson
 from .utils import error9999, gc, asyncError9999, rs_loger
 
@@ -134,11 +139,17 @@ def get_msgs(wxid: str = Body(...), start: int = Body(...), limit: int = Body(..
     """
 
     my_wxid = gc.get_conf(gc.at, "last")
+
     if not my_wxid: return ReJson(1001, body="my_wxid is required")
     db_config = gc.get_conf(my_wxid, "db_config")
 
     db = DBHandler(db_config, my_wxid=my_wxid)
-    msgs, users = db.get_msgs(wxids=wxid, start_index=start, page_size=limit)
+
+    start_createtime = datetime.datetime.strptime("2025-04-28 00:54:33",
+                                                  "%Y-%m-%d %H:%M:%S").timestamp()
+    end_createtime = datetime.datetime.now().timestamp()
+    msgs, users = db.get_msgs(wxids=wxid, start_index=start, page_size=limit, )  #
+
     return ReJson(0, {"msg_list": msgs, "user_list": users})
 
 
@@ -464,6 +475,51 @@ def get_export_json(wxid: str = Body(..., embed=True)):
         return ReJson(2001, body=ret)
 
 
+class ExportJsonMiniRequest(BaseModel):
+    start_createtime: int
+    end_createtime: int
+
+
+@rs_api.api_route('/export_json_mini_select_time', methods=["GET", 'POST'])
+def get_export_json(wxid: str = Body(..., embed=True), time: ExportJsonMiniRequest = Body(..., embed=True)):
+    """
+    导出json,选择时间，迷你版本
+    :return:
+    """
+
+    my_wxid = gc.get_conf(gc.at, "last")
+    if not my_wxid: return ReJson(1001, body="my_wxid is required")
+    db_config = gc.get_conf(my_wxid, "db_config")
+
+    if not wxid:
+        return ReJson(1002, body=f"username is required: {wxid}")
+
+    outpath = os.path.join(gc.work_path, "export", my_wxid, "json", wxid)
+    if not os.path.exists(outpath):
+        os.makedirs(outpath)
+
+    start_createtime = time.start_createtime / 1000.0  # 格式为 时间戳
+    end_createtime = time.end_createtime  / 1000.0
+
+
+    start_createtime = datetime.datetime.fromtimestamp(float(start_createtime)).strftime("%Y-%m-%d %H:%M:%S")  #转换成日期格式
+    end_createtime = datetime.datetime.fromtimestamp(float(end_createtime)).strftime("%Y-%m-%d %H:%M:%S")
+
+    code, ret, filename = export_json_mini_time_limit(wxid, outpath, db_config, my_wxid=my_wxid,
+                                                      start_createtime=start_createtime, end_createtime=end_createtime)
+    if code:
+        # 成功创建，执行生成可视化页面的逻辑
+        # with open(os.path.join(gc.work_path, "export", my_wxid, "html", wxid, filename), "w", encoding="utf-8") as f:
+        #     f.write(
+        #         #现在是fake
+        #         HtmlController().create_html(json_data=None)
+        #     )
+        return ReJson(0, ret)
+
+    else:
+        return ReJson(2001, body=ret)
+
+
 class ExportHtmlRequest(BaseModel):
     wxid: str
 
@@ -502,6 +558,251 @@ def get_export_html(wxid: str = Body(..., embed=True)):
 
 # end 导出聊天记录 *******************************************************************************************************
 
+
+# AI可视化生成 **********************************************
+#TODO:查询当前登录用户文件夹下是否有导出数据，是否已经存在ui界面
+
+def recursive_listdir(path,list:List):
+    """
+    遍历文件夹获取所有文件 包括子目录
+    """
+
+    files = os.listdir(path)
+    for file in files:
+        file_path = os.path.join(path, file)
+        if os.path.isdir(file_path):
+            recursive_listdir(file_path,list)
+        elif os.path.isfile(file_path):
+            list.append(file_path)
+
+
+
+def de_weight(l1:List,l2:List):
+    """
+    列表去重，针对特定对象
+    """
+    len1 = min(len(l1), len(l2))
+    len1 = len1-1 if len1 > 1 else len1
+    for i in range(len1):
+        if l1[i]["wxid"] == l2[i]["wxid"] and l1[i]["start_time"] == l2[i]["start_time"] and l1[i]["end_time"] == l2[i][
+            "end_time"]:
+            l1[i]["flag"] = True
+            l2.pop(i)
+
+    return l1+l2
+
+
+
+
+
+
+@rs_api.api_route('/ai_ui_json_list', methods=["GET", 'POST'])
+def get_ai_ui_json_list():
+    """
+    获取可视化json文件列表
+    """
+    my_wxid = gc.get_conf(gc.at, "last")
+    if not my_wxid: return ReJson(1001, body="my_wxid is required")
+
+
+    # 遍历json文件夹，查找最后带_ai的文件
+    work_path = os.path.join(gc.work_path, "export", my_wxid, "json")
+    if not os.path.exists(work_path):
+        os.makedirs(work_path)
+    file_list:List[str]=[]
+    recursive_listdir(work_path,list=file_list)
+
+    # 解析文件名
+    ui_list = []
+    for file in file_list:
+        if file.split('.')[0].split('_')[-1] == 'ai':
+            # 可进行ai可视化的文件
+            ui_list.append(file)
+    # print(ui_list)
+
+    # 构造字典对象
+    ui_dict_list = []
+    for s in ui_list:
+        wxid = s.split('\\')[-1].split('.')[0].split('_')[0] if "@" in s.split('\\')[-1] else \
+        s.split('\\')[-1].split('.')[0].split('_')[1]  # wxid
+        time_start = " ".join(s.split('\\')[-1].split('.')[0].split('_')[2:4]) if "@" in s.split('\\')[
+            -1] else " ".join(s.split('\\')[-1].split('.')[0].split('_')[3:5])  # time start
+        time_end = " ".join(s.split('\\')[-1].split('.')[0].split('_')[5:7]) if "@" in s.split('\\')[-1] else " ".join(
+            s.split('\\')[-1].split('.')[0].split('_')[6:8])  # time end
+        ui_dict_list.append({"wxid": wxid, "start_time": time_start, "end_time": time_end, "flag": False})
+
+
+
+    # 遍历ai_json文件夹,获取所有文件名
+    work_path = os.path.join(gc.work_path, "export", my_wxid, "ai_json")
+    if not os.path.exists(work_path):
+        os.makedirs(work_path)
+    file_list:List[str]=[]
+    recursive_listdir(work_path,list=file_list)
+
+    # 解析文件名
+    ai_list = []
+    for file in file_list:
+        ai_list.append(file)
+
+    ai_dict_list = []
+
+    # 构造字典对象
+    for s in ai_list:
+        wxid = s.split('\\')[-1].split('.')[0].split('_')[0] if "@" in s.split('\\')[-1] else \
+        s.split('\\')[-1].split('.')[0].split('_')[1]  # wxid
+        time_start = " ".join(s.split('\\')[-1].split('.')[0].split('_')[2:4]) if "@" in s.split('\\')[
+            -1] else " ".join(s.split('\\')[-1].split('.')[0].split('_')[3:5])  # time start
+        time_end = " ".join(s.split('\\')[-1].split('.')[0].split('_')[5:7]) if "@" in s.split('\\')[-1] else " ".join(
+            s.split('\\')[-1].split('.')[0].split('_')[6:8])  # time end
+        ai_dict_list.append({"wxid": wxid, "start_time": time_start, "end_time": time_end, "flag": True})
+
+    # # 合并两个字典列表
+    # dict_list = ui_dict_list + ai_dict_list
+    # print(ui_dict_list)
+    # print(ai_dict_list)
+
+    # 去重
+    dict_list = de_weight(ui_dict_list,ai_dict_list)
+
+    return ReJson(0,body={"items":dict_list})
+
+
+
+
+def get_file_path(work_path: str, file_name: str) -> str | None:
+    """
+    获取ai_json文件路径
+    """
+    # 遍历文件夹内的所有文件，找到对应文件名的文件路径
+
+
+    path_list = os.listdir(work_path)
+    for path in path_list:
+        full_path = os.path.join(work_path, path)
+        if os.path.isfile(full_path) and path == file_name:
+            return full_path
+        elif os.path.isdir(full_path):
+            result = get_file_path(full_path, file_name)
+            if result is not None:
+                return result
+    return None
+
+class FileNameRequest(BaseModel):
+    wxid: str
+    start_time: str
+    end_time: str
+
+@rs_api.api_route('/db_to_ai_json', methods=["GET", 'POST'])
+def db_to_ai_json(file_name: FileNameRequest = Body(..., embed=True)):
+    """
+    导出聊天记录到ai_json
+    """
+    start_time = file_name.start_time
+    end_time = file_name.end_time
+    wxid = file_name.wxid
+
+
+    file_name = wxid + '_mini_' + start_time.replace(' ', '_').replace(':', '-') + '_to_' + end_time.replace(' ', '_').replace(':', '-') + '_ai'
+    # file_name = wxid + '_aiyes_' + start_time.replace(' ', '_').replace(':', '-') + '_' + end_time.replace(' ', '_').replace(':', '-')
+    file_name = file_name + '.json'
+
+
+
+    my_wxid = gc.get_conf(gc.at, "last")
+    if not my_wxid: return ReJson(1001, body="my_wxid is required")
+
+
+
+    result = get_file_path(os.path.join(gc.work_path, "export", my_wxid, "json"), file_name)
+
+
+    if result is None:
+        return ReJson(1002, body=f"file not found: {file_name}")
+
+    # 获取文件内容
+    with open(result, "r", encoding="utf-8") as f:
+        json_data = json.load(f)
+        if not json_data:
+            return ReJson(1002, body=f"json_data is empty: {file_name}")
+
+    #通过llm处理，生成ai_json
+    from .api_utils.llm import DeepSeekApi
+    # 获取apikey
+    apikey = gc.get_conf(my_wxid, "deepseek_setting").get("API_KEY")
+    if not apikey:
+        return ReJson(1002, body="deepseek_setting.API_KEY is required")
+    llm_api = DeepSeekApi(api_key=apikey)
+    json_data = llm_api.send_msg(module=0,message=json.dumps(json_data))
+
+    # 保存到ai_json
+    ai_json_path = os.path.join(gc.work_path, "export", my_wxid, "ai_json")
+    if not os.path.exists(ai_json_path):
+        os.makedirs(ai_json_path)
+
+    assert isinstance(ai_json_path, str)
+    file_name = wxid + '_aiyes_' + start_time.replace(' ', '_').replace(':', '-') + '_to_' + end_time.replace(' ',
+                                                                                                           '_').replace(
+        ':', '-')
+    file_name = file_name + '.json'
+    ai_json_file_path = os.path.join(ai_json_path, file_name)
+    with open(ai_json_file_path, "w", encoding="utf-8") as f:
+        json.dump(json_data, f, ensure_ascii=False)
+
+    return ReJson(0, body=f"save to {ai_json_file_path}")
+
+
+
+class FileNameGetUiRequest(BaseModel):
+    wxid: str
+    start_time: str
+    end_time: str
+
+# 获取可视化界面json文件
+@rs_api.api_route('/get_ui_json', methods=["GET", 'POST'])
+def get_ui_json(file_name: FileNameGetUiRequest = Body(..., embed=True)):
+    """
+    获取可视化界面json文件
+    """
+    # print(file_name.wxid)
+
+    start_time = file_name.start_time
+    end_time = file_name.end_time
+    wxid = file_name.wxid if "@" in file_name.wxid else "wxid_" + file_name.wxid
+
+
+    # start_time = datetime.datetime.fromtimestamp(float(start_time)).strftime("%Y-%m-%d %H:%M:%S")  #转换成日期格式
+    # end_time = datetime.datetime.fromtimestamp(float(end_time)).strftime("%Y-%m-%d %H:%M:%S")
+
+    file_name = wxid + '_aiyes_' + start_time.replace(' ', '_').replace(':', '-') + '_to_' + end_time.replace(' ', '_').replace(':', '-')
+    file_name = file_name + '.json'
+
+
+    my_wxid = gc.get_conf(gc.at, "last")
+    if not my_wxid: return ReJson(1001, body="my_wxid is required")
+
+    result = get_file_path(os.path.join(gc.work_path, "export", my_wxid, "ai_json"), file_name)
+
+    if result is None:
+        return ReJson(1002, body=f"file not found: {file_name}")
+
+    # 获取文件内容
+    with open(result, "r", encoding="utf-8") as f:
+        json_data = json.load(f)
+        if not json_data:
+            return ReJson(1002, body=f"json_data is empty: {file_name}")
+
+    return ReJson(0, body=json_data)
+
+
+
+
+
+
+# AI可视化生成 *******************************************************************************************************
+
+
+
 # start 聊天记录分析api **************************************************************************************************
 class DateCountRequest(BaseModel):
     wxid: str = ""
@@ -659,4 +960,62 @@ def get_readme():
     else:
         return ReJson(2001, body="status_code is not 200")
 
+
+class DifyApiModel(BaseModel):
+    api_key: str
+    base_url: str
+
+
+@rs_api.api_route('/dify_setting', methods=["GET", 'POST'])
+@error9999
+def dify_setting(request: Request = None, dify: DifyApiModel = Body(None, embed=True)):
+    """
+    dify设置
+    """
+
+    if request.method == "GET":
+        my_wxid = gc.get_conf(gc.at, "last")
+        if not my_wxid: return ReJson(1001, body="my_wxid is required")
+        gc.get_conf(my_wxid, "dify_setting")
+
+        return ReJson(0, body=gc.get_conf(my_wxid, "dify_setting"))
+
+    elif request.method == "POST":
+        my_wxid = gc.get_conf(gc.at, "last")
+        if not my_wxid: return ReJson(1001, body="my_wxid is required")
+        if not dify.api_key and not dify.base_url:
+            return ReJson(1002, body="dify_setting is required")
+
+        gc.set_conf(my_wxid, "dify_setting", {"API_KEY": dify.api_key, "BASE_URL": dify.base_url})
+        return ReJson(0, body=gc.get_conf(my_wxid, "dify_setting"))
+    return ReJson(2001, body="status_code is not 200")
+
+
+class DeepSeekApiModel(BaseModel):
+    api_key: str
+
+
+@rs_api.api_route('/deepseek_setting', methods=["GET", 'POST'])
+@error9999
+def deepseek_setting(request: Request = None, deepseek: DeepSeekApiModel = Body(None, embed=True)):
+    """
+    deepseek设置
+    """
+    if request.method == "GET":
+        my_wxid = gc.get_conf(gc.at, "last")
+        if not my_wxid: return ReJson(1001, body="my_wxid is required")
+        gc.get_conf(my_wxid, "deepseek_setting")
+
+        return ReJson(0, body=gc.get_conf(my_wxid, "deepseek_setting"))
+
+    elif request.method == "POST":
+        my_wxid = gc.get_conf(gc.at, "last")
+        if not my_wxid: return ReJson(1001, body="my_wxid is required")
+        if not deepseek or not deepseek.api_key:
+            return ReJson(1002, body="deepseek_setting is required")
+
+        gc.set_conf(my_wxid, "deepseek_setting", {"API_KEY": deepseek.api_key})
+        return ReJson(0, body=gc.get_conf(my_wxid, "deepseek_setting"))
+    return ReJson(2001, body="status_code is not 200")
+
 # END 关于、帮助、设置 ***************************************************************************************************

pywxdump/api/utils.py

@@ -1,6 +1,6 @@
 # -*- coding: utf-8 -*-#
 # -------------------------------------------------------------------------------
-# Name:         utils.py
+# Name:         api_utils.py
 # Description:  
 # Author:       xaoyaoo
 # Date:         2024/01/16

pywxdump/db/__init__.py

@@ -59,6 +59,8 @@ class DBHandler(MicroHandler, MediaHandler, OpenIMContactHandler, PublicMsgHandl
                     "talker": talker, "room_name": StrTalker, "msg": msg, "src": src, "extra": {},
                     "CreateTime": CreateTime, }
         """
+
+
         msgs0, wxid_list0 = self.get_msg_list(wxids=wxids, start_index=start_index, page_size=page_size,
                                               msg_type=msg_type,
                                               msg_sub_type=msg_sub_type, start_createtime=start_createtime,

pywxdump/db/dbMSG.py

@@ -103,9 +103,16 @@ class MsgHandler(DatabaseBase):
             f"{sql_sub_type}"
             f"{sql_start_createtime}"
             f"{sql_end_createtime}"
-            f"ORDER BY CreateTime ASC LIMIT ?,?"
+            f"ORDER BY CreateTime ASC LIMIT ? OFFSET ?"
         )
-        param = param + (start_index, page_size)
+
+        param = param + ( page_size,start_index)
+        # # 测试
+        # print(sql + "\n" + " ".join([str(i) for i in param]))
+        # print(sql + "\n" +  " ".join([str(i) for i in param]))
+        # print(sql + "\n" + " ".join([str(i) for i in param]))
+
+
         result = self.execute(sql, param)
         if not result:
             return [], []

pywxdump/db/utils/__init__.py

@@ -1,7 +1,7 @@
 # -*- coding: utf-8 -*-#
 # -------------------------------------------------------------------------------
 # Name:         __init__.py.py
-# Description:  db.utils
+# Description:  db.api_utils
 # Author:       xaoyaoo
 # Date:         2024/07/23
 # -------------------------------------------------------------------------------

pywxdump/ui/__init__.py

@@ -1,11 +0,0 @@
-# -*- coding: utf-8 -*-#
-# -------------------------------------------------------------------------------
-# Name:         __init__.py.py
-# Description:  
-# Author:       xaoyaoo
-# Date:         2023/12/03
-# -------------------------------------------------------------------------------
-# from .view_chat import app_show_chat, get_user_list, export
-
-if __name__ == '__main__':
-    pass

pywxdump/wx_core/utils/common_utils.py

@@ -1,6 +1,6 @@
 # -*- coding: utf-8 -*-#
 # -------------------------------------------------------------------------------
-# Name:         utils.py
+# Name:         api_utils.py
 # Description:  
 # Author:       xaoyaoo
 # Date:         2023/12/25

requirements.txt

@@ -1,5 +1,7 @@
+openai==1.77.0
 setuptools
 wheel
+pycryptodome
 pycryptodomex
 pywin32
 silk-python
@@ -15,4 +17,4 @@ pymem
 pydantic==2.7.0
 fastapi
 uvicorn
-python-dotenv
+python-dotenv

temp.md

@@ -0,0 +1,5 @@
+- 导出json，可选时间
+- 单独导航栏 Ai可视化
+- 可以进行可视化的文件列表
+- 已经可视化的列表
+- 查看

test.html

@@ -0,0 +1,864 @@
+
+    <!DOCTYPE html>
+<html lang="zh-CN">
+<head>
+    <meta charset="UTF-8">
+    <title>恋爱报告报告 - 2025-04-29 至 2025-04-30</title>
+    <style>
+        /* 严格定义的CSS样式，确保风格一致性 */
+        :root {
+            --bg-primary: #0f0e17;
+            --bg-secondary: #1a1925;
+            --bg-tertiary: #252336;
+            --text-primary: #fffffe;
+            --text-secondary: #a7a9be;
+            --accent-primary: #ff8906;
+            --accent-secondary: #f25f4c;
+            --accent-tertiary: #e53170;
+            --accent-blue: #3da9fc;
+            --accent-purple: #7209b7;
+            --accent-cyan: #00b4d8;
+        }
+
+        * {
+            margin: 0;
+            padding: 0;
+            box-sizing: border-box;
+        }
+
+        body {
+            font-family: 'SF Pro Display', 'Segoe UI', Roboto, Oxygen, Ubuntu, Cantarell, 'Open Sans', sans-serif;
+            background-color: var(--bg-primary);
+            color: var(--text-primary);
+            line-height: 1.6;
+            font-size: 16px;
+            width: 1200px;
+            margin: 0 auto;
+            padding: 20px;
+        }
+
+        header {
+            text-align: center;
+            padding: 30px 0;
+            background-color: var(--bg-secondary);
+            margin-bottom: 30px;
+        }
+
+        h1 {
+            font-size: 36px;
+            font-weight: 700;
+            color: var(--accent-primary);
+            margin-bottom: 10px;
+        }
+
+        .date {
+            font-size: 18px;
+            color: var(--text-secondary);
+            margin-bottom: 20px;
+        }
+
+        .meta-info {
+            display: flex;
+            justify-content: center;
+            gap: 20px;
+        }
+
+        .meta-info span {
+            background-color: var(--bg-tertiary);
+            padding: 5px 15px;
+            border-radius: 20px;
+            font-size: 14px;
+        }
+
+        section {
+            background-color: var(--bg-secondary);
+            margin-bottom: 30px;
+            padding: 25px;
+        }
+
+        h2 {
+            font-size: 28px;
+            font-weight: 600;
+            color: var(--accent-blue);
+            margin-bottom: 20px;
+            padding-bottom: 10px;
+            border-bottom: 2px solid var(--accent-blue);
+        }
+
+        h3 {
+            font-size: 22px;
+            font-weight: 600;
+            color: var(--accent-primary);
+            margin: 15px 0 10px 0;
+        }
+
+        h4 {
+            font-size: 18px;
+            font-weight: 600;
+            color: var(--accent-secondary);
+            margin: 12px 0 8px 0;
+        }
+
+        p {
+            margin-bottom: 15px;
+        }
+
+        ul, ol {
+            margin-left: 20px;
+            margin-bottom: 15px;
+        }
+
+        li {
+            margin-bottom: 5px;
+        }
+
+        a {
+            color: var(--accent-blue);
+            text-decoration: none;
+        }
+
+        a:hover {
+            text-decoration: underline;
+        }
+
+        /* 卡片容器样式 */
+        .topics-container, .tutorials-container, .messages-container, 
+        .dialogues-container, .qa-container, .participants-container {
+            display: grid;
+            grid-template-columns: 1fr;
+            gap: 20px;
+        }
+
+        /* 卡片样式 */
+        .topic-card, .tutorial-card, .message-card, 
+        .dialogue-card, .qa-card, .participant-item, .night-owl-item {
+            background-color: var(--bg-tertiary);
+            padding: 20px;
+        }
+
+        /* 话题卡片 */
+        .topic-category {
+            display: inline-block;
+            background-color: var(--accent-blue);
+            color: var(--text-primary);
+            padding: 3px 10px;
+            border-radius: 15px;
+            font-size: 14px;
+            margin-bottom: 10px;
+        }
+
+        .topic-keywords {
+            display: flex;
+            flex-wrap: wrap;
+            gap: 8px;
+            margin: 10px 0;
+        }
+
+        .keyword {
+            background-color: rgba(61, 169, 252, 0.2);
+            padding: 3px 10px;
+            border-radius: 12px;
+            font-size: 14px;
+        }
+
+        .topic-mentions {
+            color: var(--accent-cyan);
+            font-weight: 600;
+        }
+
+        /* 教程卡片 */
+        .tutorial-type {
+            display: inline-block;
+            background-color: var(--accent-secondary);
+            color: var(--text-primary);
+            padding: 3px 10px;
+            border-radius: 15px;
+            font-size: 14px;
+            margin-bottom: 10px;
+        }
+
+        .tutorial-meta {
+            color: var(--text-secondary);
+            margin-bottom: 10px;
+            font-size: 14px;
+        }
+
+        .tutorial-category {
+            margin-top: 10px;
+            font-style: italic;
+            color: var(--text-secondary);
+        }
+
+        /* 消息卡片 */
+        .message-meta {
+            margin-bottom: 10px;
+        }
+
+        .message-meta span {
+            margin-right: 15px;
+            font-size: 14px;
+        }
+
+        .message-type {
+            background-color: var(--accent-tertiary);
+            color: var(--text-primary);
+            padding: 3px 10px;
+            border-radius: 15px;
+        }
+
+        .priority {
+            padding: 3px 10px;
+            border-radius: 15px;
+        }
+
+        .priority-high {
+            background-color: var(--accent-secondary);
+        }
+
+        .priority-medium {
+            background-color: var(--accent-primary);
+        }
+
+        .priority-low {
+            background-color: var(--accent-blue);
+        }
+
+        /* 对话卡片 */
+        .dialogue-type {
+            display: inline-block;
+            background-color: var(--accent-purple);
+            color: var(--text-primary);
+            padding: 3px 10px;
+            border-radius: 15px;
+            font-size: 14px;
+            margin-bottom: 10px;
+        }
+
+        .dialogue-content {
+            background-color: rgba(255, 255, 255, 0.05);
+            padding: 15px;
+            margin-bottom: 15px;
+        }
+
+        .dialogue-highlight {
+            font-style: italic;
+            color: var(--accent-primary);
+            margin: 10px 0;
+            font-weight: 600;
+        }
+
+        /* 问答卡片 */
+        .question {
+            margin-bottom: 15px;
+        }
+
+        .question-meta, .answer-meta {
+            color: var(--text-secondary);
+            margin-bottom: 5px;
+            font-size: 14px;
+        }
+
+        .question-tags {
+            display: flex;
+            flex-wrap: wrap;
+            gap: 8px;
+            margin-top: 10px;
+        }
+
+        .tag {
+            background-color: rgba(114, 9, 183, 0.2);
+            padding: 3px 10px;
+            border-radius: 12px;
+            font-size: 14px;
+        }
+
+        .answer {
+            background-color: rgba(255, 255, 255, 0.05);
+            padding: 15px;
+            margin-top: 10px;
+        }
+
+        .accepted-badge {
+            background-color: var(--accent-primary);
+            color: var(--text-primary);
+            padding: 3px 10px;
+            border-radius: 15px;
+            font-size: 14px;
+        }
+
+        /* 热度图 */
+        .heatmap-container {
+            display: grid;
+            grid-template-columns: 1fr;
+            gap: 15px;
+        }
+
+        .heat-topic {
+            font-weight: 600;
+            margin-bottom: 5px;
+        }
+
+        .heat-bar {
+            height: 20px;
+            background-color: rgba(255, 255, 255, 0.1);
+            margin: 5px 0;
+            border-radius: 10px;
+            overflow: hidden;
+        }
+
+        .heat-fill {
+            height: 100%;
+            border-radius: 10px;
+        }
+
+        /* 话唠榜 */
+        .participant-rank {
+            font-size: 28px;
+            font-weight: 700;
+            color: var(--accent-primary);
+            margin-right: 15px;
+            float: left;
+        }
+
+        .participant-name {
+            font-weight: 600;
+            font-size: 18px;
+            margin-bottom: 5px;
+        }
+
+        .participant-count {
+            color: var(--accent-cyan);
+            margin-bottom: 10px;
+        }
+
+        .participant-characteristics, .participant-words {
+            display: flex;
+            flex-wrap: wrap;
+            gap: 8px;
+            margin-top: 10px;
+        }
+
+        .characteristic {
+            background-color: rgba(242, 95, 76, 0.2);
+            padding: 3px 10px;
+            border-radius: 12px;
+            font-size: 14px;
+        }
+
+        .word {
+            background-color: rgba(229, 49, 112, 0.2);
+            padding: 3px 10px;
+            border-radius: 12px;
+            font-size: 14px;
+        }
+
+        /* 熬夜冠军 */
+        .night-owl-item {
+            background: linear-gradient(135deg, #0f0e17 0%, #192064 100%);
+            padding: 20px;
+            display: flex;
+            align-items: center;
+        }
+
+        .owl-crown {
+            font-size: 40px;
+            margin-right: 20px;
+        }
+
+        .owl-name {
+            font-weight: 600;
+            font-size: 18px;
+            margin-bottom: 5px;
+        }
+
+        .owl-title {
+            color: var(--accent-primary);
+            font-style: italic;
+            margin-bottom: 10px;
+        }
+
+        .owl-time, .owl-messages {
+            color: var(--text-secondary);
+            margin-bottom: 5px;
+        }
+
+        .owl-note {
+            font-size: 14px;
+            color: var(--text-secondary);
+            margin-top: 10px;
+            font-style: italic;
+        }
+
+        /* 词云 - 云朵样式 */
+        .cloud-container {
+            position: relative;
+            margin: 0 auto;
+            padding: 20px 0;
+        }
+
+        .cloud-wordcloud {
+            position: relative;
+            width: 600px;
+            height: 400px;
+            margin: 0 auto;
+            background-color: var(--bg-tertiary);
+            border-radius: 50%;
+            box-shadow: 
+                40px 40px 0 -5px var(--bg-tertiary),
+                80px 10px 0 -10px var(--bg-tertiary),
+                110px 35px 0 -5px var(--bg-tertiary),
+                -40px 50px 0 -8px var(--bg-tertiary),
+                -70px 20px 0 -10px var(--bg-tertiary);
+            overflow: visible;
+        }
+
+        .cloud-word {
+            position: absolute;
+            transform-origin: center;
+            text-shadow: 0 2px 4px rgba(0, 0, 0, 0.3);
+            transition: all 0.3s ease;
+        }
+
+        .cloud-word:hover {
+            transform: scale(1.1);
+            z-index: 10;
+        }
+
+        .cloud-legend {
+            margin-top: 60px;
+            display: flex;
+            justify-content: center;
+            gap: 30px;
+        }
+
+        .legend-item {
+            display: flex;
+            align-items: center;
+            gap: 10px;
+        }
+
+        .legend-color {
+            width: 20px;
+            height: 20px;
+            border-radius: 50%;
+        }
+
+        /* 底部 */
+        footer {
+            text-align: center;
+            padding: 20px 0;
+            margin-top: 50px;
+            background-color: var(--bg-secondary);
+            color: var(--text-secondary);
+            font-size: 14px;
+        }
+
+        footer p {
+            margin: 5px 0;
+        }
+
+        .disclaimer {
+            margin-top: 15px;
+            font-style: italic;
+        }
+         /* 新增头像相关样式 */
+    .user-avatar {
+        width: 50px;
+        height: 50px;
+        border-radius: 50%;
+        object-fit: cover;
+        transition: transform 0.3s ease;
+        position: relative;
+        cursor: pointer;
+        border: 2px solid var(--accent-primary);
+    }
+
+    /* 头像悬停效果 */
+    .user-avatar:hover {
+        transform: scale(1.1) rotate(5deg);
+        z-index: 100;
+    }
+
+    /* 头像tooltip */
+    .avatar-tooltip {
+        visibility: hidden;
+        background-color: var(--bg-tertiary);
+        color: var(--text-primary);
+        text-align: center;
+        padding: 5px 10px;
+        border-radius: 6px;
+        position: absolute;
+        z-index: 1000;
+        bottom: 125%;
+        left: 50%;
+        transform: translateX(-50%);
+        white-space: nowrap;
+        opacity: 0;
+        transition: opacity 0.3s;
+        font-size: 14px;
+        box-shadow: 0 3px 10px rgba(0,0,0,0.2);
+    }
+
+    .user-avatar:hover .avatar-tooltip {
+        visibility: visible;
+        opacity: 1;
+    }
+
+    /* 热度用户专区 */
+    .hot-users {
+        display: grid;
+        grid-template-columns: repeat(auto-fit, minmax(80px, 1fr));
+        gap: 20px;
+        margin-top: 20px;
+    }
+
+    .hot-user-item {
+        position: relative;
+        text-align: center;
+    }
+
+    /* 皇冠标识 */
+    .hot-crown {
+        position: absolute;
+        top: -10px;
+        right: -5px;
+        font-size: 24px;
+        color: #ffd700;
+        filter: drop-shadow(0 2px 2px rgba(0,0,0,0.3));
+    }
+    </style>
+</head>
+<body>
+    <header>
+        <h1>恋爱报告报告</h1>
+        <p class="date">2025-04-29 至 2025-04-30</p>
+        <div class="meta-info">
+            <span>总消息数：500+</span>
+            <span>活跃用户：2</span>
+            <span>时间范围：00:05:04 至 22:20:26</span>
+        </div>
+    </header>
+
+
+
+    <!-- 1. 今日讨论热点 -->
+    <section class="hot-topics">
+        <h2>今日讨论热点</h2>
+        <div class="topics-container">
+            <!-- 在这里填充讨论热点内容，严格按照以下格式，保留3-5个话题 -->
+            
+        <div class="topic-card">
+            <h3>恋爱沟通</h3>
+            <div class="topic-category">情感交流</div>
+            <p class="topic-summary">双方围绕情感需求、沟通方式和相互理解展开多次对话，涉及'控制欲''陪伴需求''表达方式'等核心矛盾点。典型对话如'你就不能说话吗'-'不困了，跟我聊聊天'，体现双方对沟通频率的认知差异。</p>
+            <div class="topic-keywords">
+                <span class="keyword">控制</span><span class="keyword">陪伴</span><span class="keyword">理解</span>
+            </div>
+            <div class="topic-mentions">提及次数：30+</div>
+        </div>
+
+        <div class="topic-card">
+            <h3>项目合作</h3>
+            <div class="topic-category">学业协作</div>
+            <p class="topic-summary">4月29日上午集中讨论服务设计项目开发事宜，涉及原型设计、比赛规划、老师对接等具体内容。昏沉沉的提出开发支持意愿，要哄宝宝开心则负责团队协调，双方就'高保真原型''互联网+大赛'等专业概念进行多次确认。</p>
+            <div class="topic-keywords">
+                <span class="keyword">原型</span><span class="keyword">开发</span><span class="keyword">比赛</span>
+            </div>
+            <div class="topic-mentions">提及次数：50+</div>
+        </div>
+            
+            <!-- 复制上述卡片结构添加更多话题 -->
+        </div>
+    </section>
+
+    <!-- 2. 实用教程与资源分享 -->
+    <section class="tutorials">
+        <h2>实用教程与资源分享</h2>
+        <div class="tutorials-container">
+            <!-- 在这里填充教程和资源内容，严格按照以下格式 -->
+            
+        <div class="tutorial-card">
+            <div class="tutorial-type">RESOURCE</div>
+            <h3>产品设计开发流程</h3>
+            <div class="tutorial-meta">
+                <span class="shared-by">分享者：昏沉沉的</span>
+                <span class="share-time">时间：2025-04-29 09:42:26</span>
+            </div>
+            <p class="tutorial-summary">讨论软件产品开发各阶段要点，强调从调研到高保真原型的设计闭环</p>
+            <div class="key-points">
+                <h4>要点：</h4>
+                <ul><li>功能闭环</li><li>UI完善</li><li>比赛适配</li></ul>
+            </div>
+            <div class="tutorial-link">
+                <a href="" class="link valid">查看原文: 微信聊天</a>
+            </div>
+            <div class="tutorial-category">分类：产品设计</div>
+        </div>
+            
+            <!-- 复制上述卡片结构添加更多资源 -->
+        </div>
+    </section>
+
+    <!-- 3. 重要消息汇总 -->
+    <section class="important-messages">
+        <h2>重要消息汇总</h2>
+        <div class="messages-container">
+            <!-- 在这里填充重要消息内容，严格按照以下格式 -->
+            
+        <div class="message-card">
+            <div class="message-meta">
+                <span class="time">2025-04-29 00:29:04</span>
+                <span class="sender">要哄宝宝开心，宝宝开心我就开心</span>
+                <span class="message-type">OTHER</span>
+                <span class="priority priority-高">优先级：高</span>
+            </div>
+            <p class="message-content">只要你做的不论是我，还是外人看来是爱我的</p>
+            <div class="message-full-content">
+                <p>完整情感需求表达</p>
+            </div>
+        </div>
+
+        <div class="message-card">
+            <div class="message-meta">
+                <span class="time">2025-04-29 10:15:17</span>
+                <span class="sender">昏沉沉的</span>
+                <span class="message-type">EVENT</span>
+                <span class="priority priority-中">优先级：中</span>
+            </div>
+            <p class="message-content">你说你男朋友做开发的 做出来原型的话可以让你男朋友看一下 可以开发</p>
+            <div class="message-full-content">
+                <p>项目合作具体提案</p>
+            </div>
+        </div>
+            
+            <!-- 复制上述卡片结构添加更多消息 -->
+        </div>
+    </section>
+
+    <!-- 4. 有趣对话或金句 -->
+    <section class="interesting-dialogues">
+        <h2>有趣对话或金句</h2>
+        <div class="dialogues-container">
+            <!-- 在这里填充对话内容，严格按照以下格式 -->
+            
+        <div class="dialogue-card">
+            <div class="dialogue-type">DIALOGUE</div>
+            <div class="dialogue-content">
+                
+        <div class="message">
+            <div class="message-meta">
+                <span class="speaker">要哄宝宝开心，宝宝开心我就开心</span>
+                <span class="time">2025-04-29 00:07:44</span>
+            </div>
+            <p class="message-content">不困了，跟我聊聊天</p>
+        </div>
+        <div class="message">
+            <div class="message-meta">
+                <span class="speaker">昏沉沉的</span>
+                <span class="time">2025-04-29 00:07:42</span>
+            </div>
+            <p class="message-content">不能跟你说话吗</p>
+        </div>
+            </div>
+            <div class="dialogue-highlight">沟通需求 vs 陪伴需求</div>
+            <div class="dialogue-topic">相关话题：情感表达差异</div>
+        </div>
+            
+            <!-- 复制上述卡片结构添加更多对话 -->
+        </div>
+    </section>
+
+    <!-- 5. 问题与解答 -->
+    <section class="questions-answers">
+        <h2>问题与解答</h2>
+        <div class="qa-container">
+            <!-- 在这里填充问答内容，严格按照以下格式 -->
+            
+        <div class="qa-card">
+            <div class="question">
+                <div class="question-meta">
+                    <span class="asker">要哄宝宝开心，宝宝开心我就开心</span>
+                    <span class="time">2025-04-29 10:33:25</span>
+                </div>
+                <p class="question-content">你开发要钱吗</p>
+                <div class="question-tags">
+                    <span class="tag">项目</span><span class="tag">费用</span>
+                </div>
+            </div>
+            <div class="answers">
+                
+        <div class="answer">
+            <div class="answer-meta">
+                <span class="responder">昏沉沉的</span>
+                <span class="time">2025-04-29 10:45:18</span>
+                <span class='accepted-badge'>最佳回答</span>
+            </div>
+            <p class="answer-content">那不就完了</p>
+        </div>
+            </div>
+        </div>
+            
+            <!-- 复制上述卡片结构添加更多问答 -->
+        </div>
+    </section>
+
+    <!-- 6. 群内数据可视化 -->
+    <section class="analytics">
+        <h2>群内数据可视化</h2>
+
+        <!-- 话题热度 -->
+        <h3>话题热度</h3>
+        <div class="heatmap-container">
+            <!-- 在这里填充话题热度数据，严格按照以下格式 -->
+            
+            <!-- 复制上述结构添加更多热度项，每项使用不同颜色 -->
+            
+        <div class="heat-item">
+            <div class="heat-topic">情感交流</div>
+            <div class="heat-percentage">45%%</div>
+            <div class="heat-bar">
+                <div class="heat-fill" style="width: 45%%; background-color: #3da9fc;"></div>
+            </div>
+            <div class="heat-count">200+条消息</div>
+        </div>
+
+        <div class="heat-item">
+            <div class="heat-topic">项目讨论</div>
+            <div class="heat-percentage">30%%</div>
+            <div class="heat-bar">
+                <div class="heat-fill" style="width: 30%%; background-color: #f25f4c;"></div>
+            </div>
+            <div class="heat-count">150+条消息</div>
+        </div>
+            
+            <!-- 可用的颜色: #3da9fc, #f25f4c, #7209b7, #e53170, #00b4d8, #4cc9f0 -->
+        </div>
+
+        <!-- 话唠榜 -->
+         <!-- 在话唠榜添加头像 -->
+    <section class="analytics">
+        <h3>话唠榜</h3>
+        <div class="participants-container">
+        
+        <div class="participant-item">
+            <div class="participant-rank">1</div>
+            <div class="participant-info">
+                <div class="participant-name">要哄宝宝开心，宝宝开心我就开心</div>
+                <div class="participant-count">发言数：300+</div>
+                <div class="participant-characteristics">
+                    <span class="characteristic">情感表达</span><span class="characteristic">细节追问</span>
+                </div>
+                <div class="participant-words">
+                    <span class="word">？</span><span class="word">OK</span><span class="word">行</span>
+                </div>
+            </div>
+        </div>
+           
+        </div>
+    </section>
+
+
+        <!-- 熬夜冠军 -->
+        <h3>熬夜冠军</h3>
+        <div class="night-owls-container">
+            <!-- 在这里填充熬夜冠军数据，严格按照以下格式 -->
+             
+
+    <div class="night-owl-item">
+                <div class="owl-crown" title="熬夜冠军">👑</div>
+         <div class="owl-info">
+                    <div class="owl-name">昏沉沉的</div>
+                    <div class="owl-title">深夜程序员</div>
+                    <div class="owl-time">最晚活跃时间：01:42:38</div>
+                    <div class="owl-messages">深夜消息数：50+</div>
+                    <div class="owl-last-message">对不起</div>
+                    <div class="owl-note">注：熬夜时段定义为23:00-06:00，已考虑不同时区</div>
+                </div>
+
+            
+        </div>
+    </section>
+
+    <!-- 7. 词云 -->
+    <section class="word-cloud">
+        <h2>热门词云</h2>
+        <div class="cloud-container">
+            <!-- 词云容器 - 现在是云朵样式 -->
+            <div class="cloud-wordcloud" id="word-cloud">
+                <!-- 为每个词创建一个span元素，使用绝对定位放置 -->
+                <!-- 以下是一些示例，请根据实际内容生成40-60个词 -->
+                
+        <span class="cloud-word" style="left: 300px; top: 120px; 
+            font-size: 38px; color: #00b4d8; 
+            transform: rotate(-15deg);">开发</span>
+
+        <span class="cloud-word" style="left: 300px; top: 120px; 
+            font-size: 32px; color: #00b4d8; 
+            transform: rotate(15deg);">睡觉</span>
+               
+                <!-- 继续添加更多词 -->
+            </div>
+
+            <div class="cloud-legend">
+            
+             <div class="legend-item">
+                    <span class="legend-color" style="background-color: #00b4d8;"></span>
+                    <span class="legend-label">项目 相关词汇</span>
+                </div>
+                
+ <div class="legend-item">
+                    <span class="legend-color" style="background-color: #4361ee;"></span>
+                    <span class="legend-label">情感 相关词汇</span>
+                </div>
+                
+                
+            </div>
+        </div>
+    </section>
+
+    <!-- 8. 页面底部 -->
+    <footer>
+        <p>数据来源：恋爱私聊记录聊天记录</p>
+        <p>生成时间：<span class="generation-time">2025-05-01 10:00:00</span></p>
+        <p>统计周期：2025-04-29 至 2025-04-30 [时间范围]</p>
+        <p class="disclaimer">免责声明：本报告内容基于群聊公开讨论，如有不当内容或侵权问题请联系管理员处理。</p>
+    </footer>
+</body>
+    <script>
+        document.addEventListener('DOMContentLoaded', function() {
+            // 获取所有词云元素
+            const cloudWords = document.querySelectorAll('.cloud-word');
+            const container = document.querySelector('.cloud-wordcloud');
+            const containerWidth = container.offsetWidth;
+            const containerHeight = container.offsetHeight;
+            
+            // 为每个词云元素设置随机位置
+            cloudWords.forEach(word => {
+                const wordWidth = word.offsetWidth;
+                const wordHeight = word.offsetHeight;
+                
+                
+                // 计算随机位置，确保词云元素不会超出容器边界
+                const randomLeft = Math.random() * (containerWidth - wordWidth);
+                const randomTop = Math.random() * (containerHeight - wordHeight);
+                
+                // 设置位置
+                word.style.left = `${randomLeft}px`;
+                word.style.top = `${randomTop}px`;
+                
+                // 添加悬停效果
+                word.addEventListener('mouseover', function() {
+                    this.style.transform = 'scale(1.1)';
+                    this.style.zIndex = '10';
+                });
+                
+                word.addEventListener('mouseout', function() {
+                    this.style.transform = 'scale(1)';
+                    this.style.zIndex = '1';
+                });
+            });
+        });
+    </script>
+
+</html>
+    

test2.py

@@ -0,0 +1,19 @@
+import os
+import site
+# s = r"E:\project\wx_db_ui\PyWxDump-master\pywxdump\wxdump_work\export\wxid_7l787uu0sm8e22\ai_json\48805389894@chatroom_aiyes_2025-04-30_00-00-00_2025-05-01_to_23-59-59.json"
+# wxid = s.split('\\')[-1].split('.')[0].split('_')[0] if "@" in s.split('\\')[-1] else \
+#         s.split('\\')[-1].split('.')[0].split('_')[1]  # wxid
+# time_start = " ".join(s.split('\\')[-1].split('.')[0].split('_')[2:4]) if "@" in s.split('\\')[
+#             -1] else " ".join(s.split('\\')[-1].split('.')[0].split('_')[3:5])  # time start
+# time_end = " ".join(s.split('\\')[-1].split('.')[0].split('_')[5:7]) if "@" in s.split('\\')[-1] else " ".join(
+#             s.split('\\')[-1].split('.')[0].split('_')[6:8])  # time end
+#
+# print(wxid)
+# print(time_start)
+# print(time_end)
+
+print(site.getsitepackages())
+
+
+
+

tests/build_exe.py

@@ -145,7 +145,8 @@ with open("dist/wxdump_version_info.txt", "w", encoding="utf-8") as f:
 # 获取安装包的路径
 package_path = site.getsitepackages()
 if package_path:
-    package_path = package_path[1]  # 假设取第一个安装包的路径
+    # package_path = site.getsitepackages()[0]  # 假设取第一个安装包的路径
+    package_path = r"E:\project\wx_db_ui\PyWxDump-master"
 
     current_path = os.path.dirname(os.path.abspath(__file__))  # 当前文件所在路径
     require_path = os.path.join(os.path.dirname(current_path), "requirements.txt")  # requirements.txt 路径
@@ -153,7 +154,7 @@ if package_path:
         hidden_imports = f.read().splitlines()
     hidden_imports = [i.replace('-', '_').split("=")[0].split("~")[0] for i in hidden_imports if
                       i and i not in ["setuptools", "wheel"]]  # 去掉setuptools、wheel
-    hidden_imports += ["pywxdump", "pywxdump.db", "pywxdump.db.__init__.utils"]
+    hidden_imports += ["win32com",'Crypto' ,"pywxdump", "pywxdump.db", "pywxdump.db.__init__.utils"]
 
     # 获取 ui 文件夹下的所有文件 用于打包
     root_path = os.path.join(package_path, 'pywxdump')

微信聊天记录可视化prompt.md

@@ -0,0 +1,762 @@
+任务：根据 提供的微信群聊天记录（json格式）生成今日群/好友日报，输出为风格固定、一致的HTML页面，适合截图分享
+## 日报模式选择
+- 日报模式：[完整版/简化版] (默认为完整版)
+- 如果需要简化版，请在提交时注明"生成简化版"
+
+## 简化版说明
+如选择"简化版"，将只生成以下核心部分：
+- 今日讨论热点（最多3个）
+- 重要消息汇总
+- 话唠榜（仅前3名）
+- 简化版词云
+日报内容更精简，适合快速浏览和分享。
+
+## 聊天记录格式
+``` json
+[
+{
+        "nickname": "昏沉沉的", # 发消息人昵称
+        "message": "XXX", # 消息内容
+        "time": "2025-04-27 11:33:20" #发消息时间
+    },
+]
+```
+
+如未能识别消息格式或未找到有效记录，将显示提示信息并尝试按最佳猜测处理。
+
+## 输出要求
+必须使用以下固定的HTML模板和CSS样式，仅更新内容部分，确保每次生成的页面风格完全一致。使用严格定义的深色科技风格。
+
+
+
+## HTML结构模板
+
+```html
+<!DOCTYPE html>
+<html lang="zh-CN">
+<head>
+    <meta charset="UTF-8">
+    <title>[群名称]报告 - [日期]</title>
+    <style>
+        /* 严格定义的CSS样式，确保风格一致性 */
+        :root {
+            --bg-primary: #0f0e17;
+            --bg-secondary: #1a1925;
+            --bg-tertiary: #252336;
+            --text-primary: #fffffe;
+            --text-secondary: #a7a9be;
+            --accent-primary: #ff8906;
+            --accent-secondary: #f25f4c;
+            --accent-tertiary: #e53170;
+            --accent-blue: #3da9fc;
+            --accent-purple: #7209b7;
+            --accent-cyan: #00b4d8;
+        }
+        
+        * {
+            margin: 0;
+            padding: 0;
+            box-sizing: border-box;
+        }
+        
+        body {
+            font-family: 'SF Pro Display', 'Segoe UI', Roboto, Oxygen, Ubuntu, Cantarell, 'Open Sans', sans-serif;
+            background-color: var(--bg-primary);
+            color: var(--text-primary);
+            line-height: 1.6;
+            font-size: 16px;
+            width: 1200px;
+            margin: 0 auto;
+            padding: 20px;
+        }
+        
+        header {
+            text-align: center;
+            padding: 30px 0;
+            background-color: var(--bg-secondary);
+            margin-bottom: 30px;
+        }
+        
+        h1 {
+            font-size: 36px;
+            font-weight: 700;
+            color: var(--accent-primary);
+            margin-bottom: 10px;
+        }
+        
+        .date {
+            font-size: 18px;
+            color: var(--text-secondary);
+            margin-bottom: 20px;
+        }
+        
+        .meta-info {
+            display: flex;
+            justify-content: center;
+            gap: 20px;
+        }
+        
+        .meta-info span {
+            background-color: var(--bg-tertiary);
+            padding: 5px 15px;
+            border-radius: 20px;
+            font-size: 14px;
+        }
+        
+        section {
+            background-color: var(--bg-secondary);
+            margin-bottom: 30px;
+            padding: 25px;
+        }
+        
+        h2 {
+            font-size: 28px;
+            font-weight: 600;
+            color: var(--accent-blue);
+            margin-bottom: 20px;
+            padding-bottom: 10px;
+            border-bottom: 2px solid var(--accent-blue);
+        }
+        
+        h3 {
+            font-size: 22px;
+            font-weight: 600;
+            color: var(--accent-primary);
+            margin: 15px 0 10px 0;
+        }
+        
+        h4 {
+            font-size: 18px;
+            font-weight: 600;
+            color: var(--accent-secondary);
+            margin: 12px 0 8px 0;
+        }
+        
+        p {
+            margin-bottom: 15px;
+        }
+        
+        ul, ol {
+            margin-left: 20px;
+            margin-bottom: 15px;
+        }
+        
+        li {
+            margin-bottom: 5px;
+        }
+        
+        a {
+            color: var(--accent-blue);
+            text-decoration: none;
+        }
+        
+        a:hover {
+            text-decoration: underline;
+        }
+        
+        /* 卡片容器样式 */
+        .topics-container, .tutorials-container, .messages-container, 
+        .dialogues-container, .qa-container, .participants-container {
+            display: grid;
+            grid-template-columns: 1fr;
+            gap: 20px;
+        }
+        
+        /* 卡片样式 */
+        .topic-card, .tutorial-card, .message-card, 
+        .dialogue-card, .qa-card, .participant-item, .night-owl-item {
+            background-color: var(--bg-tertiary);
+            padding: 20px;
+        }
+        
+        /* 话题卡片 */
+        .topic-category {
+            display: inline-block;
+            background-color: var(--accent-blue);
+            color: var(--text-primary);
+            padding: 3px 10px;
+            border-radius: 15px;
+            font-size: 14px;
+            margin-bottom: 10px;
+        }
+        
+        .topic-keywords {
+            display: flex;
+            flex-wrap: wrap;
+            gap: 8px;
+            margin: 10px 0;
+        }
+        
+        .keyword {
+            background-color: rgba(61, 169, 252, 0.2);
+            padding: 3px 10px;
+            border-radius: 12px;
+            font-size: 14px;
+        }
+        
+        .topic-mentions {
+            color: var(--accent-cyan);
+            font-weight: 600;
+        }
+        
+        /* 教程卡片 */
+        .tutorial-type {
+            display: inline-block;
+            background-color: var(--accent-secondary);
+            color: var(--text-primary);
+            padding: 3px 10px;
+            border-radius: 15px;
+            font-size: 14px;
+            margin-bottom: 10px;
+        }
+        
+        .tutorial-meta {
+            color: var(--text-secondary);
+            margin-bottom: 10px;
+            font-size: 14px;
+        }
+        
+        .tutorial-category {
+            margin-top: 10px;
+            font-style: italic;
+            color: var(--text-secondary);
+        }
+        
+        /* 消息卡片 */
+        .message-meta {
+            margin-bottom: 10px;
+        }
+        
+        .message-meta span {
+            margin-right: 15px;
+            font-size: 14px;
+        }
+        
+        .message-type {
+            background-color: var(--accent-tertiary);
+            color: var(--text-primary);
+            padding: 3px 10px;
+            border-radius: 15px;
+        }
+        
+        .priority {
+            padding: 3px 10px;
+            border-radius: 15px;
+        }
+        
+        .priority-high {
+            background-color: var(--accent-secondary);
+        }
+        
+        .priority-medium {
+            background-color: var(--accent-primary);
+        }
+        
+        .priority-low {
+            background-color: var(--accent-blue);
+        }
+        
+        /* 对话卡片 */
+        .dialogue-type {
+            display: inline-block;
+            background-color: var(--accent-purple);
+            color: var(--text-primary);
+            padding: 3px 10px;
+            border-radius: 15px;
+            font-size: 14px;
+            margin-bottom: 10px;
+        }
+        
+        .dialogue-content {
+            background-color: rgba(255, 255, 255, 0.05);
+            padding: 15px;
+            margin-bottom: 15px;
+        }
+        
+        .dialogue-highlight {
+            font-style: italic;
+            color: var(--accent-primary);
+            margin: 10px 0;
+            font-weight: 600;
+        }
+        
+        /* 问答卡片 */
+        .question {
+            margin-bottom: 15px;
+        }
+        
+        .question-meta, .answer-meta {
+            color: var(--text-secondary);
+            margin-bottom: 5px;
+            font-size: 14px;
+        }
+        
+        .question-tags {
+            display: flex;
+            flex-wrap: wrap;
+            gap: 8px;
+            margin-top: 10px;
+        }
+        
+        .tag {
+            background-color: rgba(114, 9, 183, 0.2);
+            padding: 3px 10px;
+            border-radius: 12px;
+            font-size: 14px;
+        }
+        
+        .answer {
+            background-color: rgba(255, 255, 255, 0.05);
+            padding: 15px;
+            margin-top: 10px;
+        }
+        
+        .accepted-badge {
+            background-color: var(--accent-primary);
+            color: var(--text-primary);
+            padding: 3px 10px;
+            border-radius: 15px;
+            font-size: 14px;
+        }
+        
+        /* 热度图 */
+        .heatmap-container {
+            display: grid;
+            grid-template-columns: 1fr;
+            gap: 15px;
+        }
+        
+        .heat-topic {
+            font-weight: 600;
+            margin-bottom: 5px;
+        }
+        
+        .heat-bar {
+            height: 20px;
+            background-color: rgba(255, 255, 255, 0.1);
+            margin: 5px 0;
+            border-radius: 10px;
+            overflow: hidden;
+        }
+        
+        .heat-fill {
+            height: 100%;
+            border-radius: 10px;
+        }
+        
+        /* 话唠榜 */
+        .participant-rank {
+            font-size: 28px;
+            font-weight: 700;
+            color: var(--accent-primary);
+            margin-right: 15px;
+            float: left;
+        }
+        
+        .participant-name {
+            font-weight: 600;
+            font-size: 18px;
+            margin-bottom: 5px;
+        }
+        
+        .participant-count {
+            color: var(--accent-cyan);
+            margin-bottom: 10px;
+        }
+        
+        .participant-characteristics, .participant-words {
+            display: flex;
+            flex-wrap: wrap;
+            gap: 8px;
+            margin-top: 10px;
+        }
+        
+        .characteristic {
+            background-color: rgba(242, 95, 76, 0.2);
+            padding: 3px 10px;
+            border-radius: 12px;
+            font-size: 14px;
+        }
+        
+        .word {
+            background-color: rgba(229, 49, 112, 0.2);
+            padding: 3px 10px;
+            border-radius: 12px;
+            font-size: 14px;
+        }
+        
+        /* 熬夜冠军 */
+        .night-owl-item {
+            background: linear-gradient(135deg, #0f0e17 0%, #192064 100%);
+            padding: 20px;
+            display: flex;
+            align-items: center;
+        }
+        
+        .owl-crown {
+            font-size: 40px;
+            margin-right: 20px;
+        }
+        
+        .owl-name {
+            font-weight: 600;
+            font-size: 18px;
+            margin-bottom: 5px;
+        }
+        
+        .owl-title {
+            color: var(--accent-primary);
+            font-style: italic;
+            margin-bottom: 10px;
+        }
+        
+        .owl-time, .owl-messages {
+            color: var(--text-secondary);
+            margin-bottom: 5px;
+        }
+        
+        .owl-note {
+            font-size: 14px;
+            color: var(--text-secondary);
+            margin-top: 10px;
+            font-style: italic;
+        }
+        
+        /* 词云 - 云朵样式 */
+        .cloud-container {
+            position: relative;
+            margin: 0 auto;
+            padding: 20px 0;
+        }
+        
+        .cloud-wordcloud {
+            position: relative;
+            width: 600px;
+            height: 400px;
+            margin: 0 auto;
+            background-color: var(--bg-tertiary);
+            border-radius: 50%;
+            box-shadow: 
+                40px 40px 0 -5px var(--bg-tertiary),
+                80px 10px 0 -10px var(--bg-tertiary),
+                110px 35px 0 -5px var(--bg-tertiary),
+                -40px 50px 0 -8px var(--bg-tertiary),
+                -70px 20px 0 -10px var(--bg-tertiary);
+            overflow: visible;
+        }
+        
+        .cloud-word {
+            position: absolute;
+            transform-origin: center;
+            text-shadow: 0 2px 4px rgba(0, 0, 0, 0.3);
+            transition: all 0.3s ease;
+        }
+        
+        .cloud-word:hover {
+            transform: scale(1.1);
+            z-index: 10;
+        }
+        
+        .cloud-legend {
+            margin-top: 60px;
+            display: flex;
+            justify-content: center;
+            gap: 30px;
+        }
+        
+        .legend-item {
+            display: flex;
+            align-items: center;
+            gap: 10px;
+        }
+        
+        .legend-color {
+            width: 20px;
+            height: 20px;
+            border-radius: 50%;
+        }
+        
+        /* 底部 */
+        footer {
+            text-align: center;
+            padding: 20px 0;
+            margin-top: 50px;
+            background-color: var(--bg-secondary);
+            color: var(--text-secondary);
+            font-size: 14px;
+        }
+        
+        footer p {
+            margin: 5px 0;
+        }
+        
+        .disclaimer {
+            margin-top: 15px;
+            font-style: italic;
+        }
+    </style>
+</head>
+<body>
+    <header>
+        <h1>[群名称]报告</h1>
+        <p class="date">[日期]</p>
+        <div class="meta-info">
+            <span>总消息数：[数量]</span>
+            <span>活跃用户：[数量]</span>
+            <span>时间范围：[时间范围]</span>
+        </div>
+    </header>
+
+    <!-- 1. 今日讨论热点 -->
+    <section class="hot-topics">
+        <h2>今日讨论热点</h2>
+        <div class="topics-container">
+            <!-- 在这里填充讨论热点内容，严格按照以下格式，保留3-5个话题 -->
+            <div class="topic-card">
+                <h3>[热点话题名称]</h3>
+                <div class="topic-category">[话题分类]</div>
+                <p class="topic-summary">[简要总结(50-100字)]</p>
+                <div class="topic-keywords">
+                    <span class="keyword">[关键词1]</span>
+                    <span class="keyword">[关键词2]</span>
+                    <!-- 添加更多关键词 -->
+                </div>
+                <div class="topic-mentions">提及次数：[次数]</div>
+            </div>
+            <!-- 复制上述卡片结构添加更多话题 -->
+        </div>
+    </section>
+
+    <!-- 2. 实用教程与资源分享 -->
+    <section class="tutorials">
+        <h2>实用教程与资源分享</h2>
+        <div class="tutorials-container">
+            <!-- 在这里填充教程和资源内容，严格按照以下格式 -->
+            <div class="tutorial-card">
+                <div class="tutorial-type">[TUTORIAL | NEWS | RESOURCE]</div>
+                <h3>[分享的教程或资源标题]</h3>
+                <div class="tutorial-meta">
+                    <span class="shared-by">分享者：[昵称]</span>
+                    <span class="share-time">时间：[时间]</span>
+                </div>
+                <p class="tutorial-summary">[内容简介]</p>
+                <div class="key-points">
+                    <h4>要点：</h4>
+                    <ul>
+                        <li>[要点1]</li>
+                        <li>[要点2]</li>
+                        <!-- 添加更多要点 -->
+                    </ul>
+                </div>
+                <div class="tutorial-link">
+                    <a href="[URL]" class="link valid">查看原文: [域名]</a>
+                </div>
+                <div class="tutorial-category">分类：[分类]</div>
+            </div>
+            <!-- 复制上述卡片结构添加更多资源 -->
+        </div>
+    </section>
+
+    <!-- 3. 重要消息汇总 -->
+    <section class="important-messages">
+        <h2>重要消息汇总</h2>
+        <div class="messages-container">
+            <!-- 在这里填充重要消息内容，严格按照以下格式 -->
+            <div class="message-card">
+                <div class="message-meta">
+                    <span class="time">[消息时间]</span>
+                    <span class="sender">[发送者昵称]</span>
+                    <span class="message-type">[NOTICE | EVENT | ANNOUNCEMENT | OTHER]</span>
+                    <span class="priority priority-high">优先级：[高|中|低]</span>
+                </div>
+                <p class="message-content">[消息内容]</p>
+                <div class="message-full-content">
+                    <p>[完整通知内容]</p>
+                </div>
+            </div>
+            <!-- 复制上述卡片结构添加更多消息 -->
+        </div>
+    </section>
+
+    <!-- 4. 有趣对话或金句 -->
+    <section class="interesting-dialogues">
+        <h2>有趣对话或金句</h2>
+        <div class="dialogues-container">
+            <!-- 在这里填充对话内容，严格按照以下格式 -->
+            <div class="dialogue-card">
+                <div class="dialogue-type">[DIALOGUE | QUOTE]</div>
+                <div class="dialogue-content">
+                    <div class="message">
+                        <div class="message-meta">
+                            <span class="speaker">[说话者昵称]</span>
+                            <span class="time">[发言时间]</span>
+                        </div>
+                        <p class="message-content">[消息内容]</p>
+                    </div>
+                    <div class="message">
+                        <div class="message-meta">
+                            <span class="speaker">[说话者昵称]</span>
+                            <span class="time">[发言时间]</span>
+                        </div>
+                        <p class="message-content">[消息内容]</p>
+                    </div>
+                    <!-- 添加更多对话消息 -->
+                </div>
+                <div class="dialogue-highlight">[对话中的金句或亮点]</div>
+                <div class="dialogue-topic">相关话题：[某某话题]</div>
+            </div>
+            <!-- 复制上述卡片结构添加更多对话 -->
+        </div>
+    </section>
+
+    <!-- 5. 问题与解答 -->
+    <section class="questions-answers">
+        <h2>问题与解答</h2>
+        <div class="qa-container">
+            <!-- 在这里填充问答内容，严格按照以下格式 -->
+            <div class="qa-card">
+                <div class="question">
+                    <div class="question-meta">
+                        <span class="asker">[提问者昵称]</span>
+                        <span class="time">[提问时间]</span>
+                    </div>
+                    <p class="question-content">[问题内容]</p>
+                    <div class="question-tags">
+                        <span class="tag">[相关标签1]</span>
+                        <span class="tag">[相关标签2]</span>
+                        <!-- 添加更多标签 -->
+                    </div>
+                </div>
+                <div class="answers">
+                    <div class="answer">
+                        <div class="answer-meta">
+                            <span class="responder">[回答者昵称]</span>
+                            <span class="time">[回答时间]</span>
+                            <span class="accepted-badge">最佳回答</span>
+                        </div>
+                        <p class="answer-content">[回答内容]</p>
+                    </div>
+                    <!-- 添加更多回答 -->
+                </div>
+            </div>
+            <!-- 复制上述卡片结构添加更多问答 -->
+        </div>
+    </section>
+
+    <!-- 6. 群内数据可视化 -->
+    <section class="analytics">
+        <h2>群内数据可视化</h2>
+        
+        <!-- 话题热度 -->
+        <h3>话题热度</h3>
+        <div class="heatmap-container">
+            <!-- 在这里填充话题热度数据，严格按照以下格式 -->
+            <div class="heat-item">
+                <div class="heat-topic">[话题名称]</div>
+                <div class="heat-percentage">[百分比]%</div>
+                <div class="heat-bar">
+                    <div class="heat-fill" style="width: [百分比]%; background-color: #3da9fc;"></div>
+                </div>
+                <div class="heat-count">[数量]条消息</div>
+            </div>
+            <!-- 复制上述结构添加更多热度项，每项使用不同颜色 -->
+            <div class="heat-item">
+                <div class="heat-topic">[话题名称]</div>
+                <div class="heat-percentage">[百分比]%</div>
+                <div class="heat-bar">
+                    <div class="heat-fill" style="width: [百分比]%; background-color: #f25f4c;"></div>
+                </div>
+                <div class="heat-count">[数量]条消息</div>
+            </div>
+            <!-- 可用的颜色: #3da9fc, #f25f4c, #7209b7, #e53170, #00b4d8, #4cc9f0 -->
+        </div>
+        
+        <!-- 话唠榜 -->
+        <h3>话唠榜</h3>
+        <div class="participants-container">
+            <!-- 在这里填充话唠榜数据，严格按照以下格式 -->
+            <div class="participant-item">
+                <div class="participant-rank">1</div>
+                <div class="participant-info">
+                    <div class="participant-name">[群友昵称]</div>
+                    <div class="participant-count">[数量]条消息</div>
+                    <div class="participant-characteristics">
+                        <span class="characteristic">[特点1]</span>
+                        <span class="characteristic">[特点2]</span>
+                        <!-- 添加更多特点 -->
+                    </div>
+                    <div class="participant-words">
+                        <span class="word">[常用词1]</span>
+                        <span class="word">[常用词2]</span>
+                        <!-- 添加更多常用词 -->
+                    </div>
+                </div>
+            </div>
+            <!-- 复制上述结构添加更多参与者 -->
+        </div>
+        
+        <!-- 熬夜冠军 -->
+        <h3>熬夜冠军</h3>
+        <div class="night-owls-container">
+            <!-- 在这里填充熬夜冠军数据，严格按照以下格式 -->
+            <div class="night-owl-item">
+                <div class="owl-crown" title="熬夜冠军">👑</div>
+                <div class="owl-info">
+                    <div class="owl-name">[熬夜冠军昵称]</div>
+                    <div class="owl-title">[熬夜冠军称号]</div>
+                    <div class="owl-time">最晚活跃时间：[时间]</div>
+                    <div class="owl-messages">深夜消息数：[数量]</div>
+                    <div class="owl-last-message">[最后一条深夜消息内容]</div>
+                    <div class="owl-note">注：熬夜时段定义为23:00-06:00，已考虑不同时区</div>
+                </div>
+            </div>
+        </div>
+    </section>
+
+    <!-- 7. 词云 -->
+    <section class="word-cloud">
+        <h2>热门词云</h2>
+        <div class="cloud-container">
+            <!-- 词云容器 - 现在是云朵样式 -->
+            <div class="cloud-wordcloud" id="word-cloud">
+                <!-- 为每个词创建一个span元素，使用绝对定位放置 -->
+                <!-- 以下是一些示例，请根据实际内容生成40-60个词 -->
+                <span class="cloud-word" style="left: 300px; top: 120px; font-size: 38px; color: #00b4d8; transform: rotate(-15deg); font-weight: bold;">[关键词1]</span>
+                
+                <span class="cloud-word" style="left: 180px; top: 150px; font-size: 32px; color: #4cc9f0; transform: rotate(5deg); font-weight: bold;">[关键词2]</span>
+                
+                <span class="cloud-word" style="left: 400px; top: 180px; font-size: 28px; color: #f25f4c; transform: rotate(-5deg);">[关键词3]</span>
+                
+                <span class="cloud-word" style="left: 250px; top: 220px; font-size: 24px; color: #ff8906; transform: rotate(10deg);">[关键词4]</span>
+                
+                <span class="cloud-word" style="left: 350px; top: 90px; font-size: 22px; color: #e53170; transform: rotate(-10deg);">[关键词5]</span>
+                
+                <!-- 继续添加更多词 -->
+            </div>
+            
+            <div class="cloud-legend">
+                <div class="legend-item">
+                    <span class="legend-color" style="background-color: #00b4d8;"></span>
+                    <span class="legend-label">[分类1] 相关词汇</span>
+                </div>
+                <div class="legend-item">
+                    <span class="legend-color" style="background-color: #4361ee;"></span>
+                    <span class="legend-label">[分类2] 相关词汇</span>
+                </div>
+                <div class="legend-item">
+                    <span class="legend-color" style="background-color: #7209b7;"></span>
+                    <span class="legend-label">[分类3] 相关词汇</span>
+                </div>
+            </div>
+        </div>
+    </section>
+
+    <!-- 8. 页面底部 -->
+    <footer>
+        <p>数据来源：[群名称]聊天记录</p>
+        <p>生成时间：<span class="generation-time">[当前时间]</span></p>
+        <p>统计周期：[日期] [时间范围]</p>
+        <p class="disclaimer">免责声明：本报告内容基于群聊公开讨论，如有不当内容或侵权问题请联系管理员处理。</p>
+    </footer>
+</body>
+</html>