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@@ -0,0 +1,986 @@
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+#!/usr/bin/env python3
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+# -*- coding: utf-8 -*-
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+"""
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+Stage5搜索结果可视化工具 V3
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+支持三层树形结构: Original Feature → Base Word → Search Terms
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+"""
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+
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+import json
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+import os
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+import subprocess
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+from datetime import datetime
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+from typing import List, Dict, Any
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+
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+
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+def load_data(json_path: str) -> List[Dict[str, Any]]:
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+ """加载JSON数据"""
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+ with open(json_path, 'r', encoding='utf-8') as f:
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+ return json.load(f)
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+
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+
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+def calculate_statistics(data: List[Dict[str, Any]]) -> Dict[str, Any]:
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+ """计算统计数据"""
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+ total_features = len(data)
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+ total_base_words = 0
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+ total_search_words = 0
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+ total_notes = 0
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+ video_count = 0
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+ normal_count = 0
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+
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+ for feature in data:
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+ # 支持分组结构
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+ grouped_results = feature.get('组合评估结果_分组', [])
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+
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+ if grouped_results:
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+ # 新结构：分组结果
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+ total_base_words += len(grouped_results)
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+ for group in grouped_results:
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+ search_words = group.get('top10_searches', [])
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+ total_search_words += len(search_words)
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+
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+ for search_item in search_words:
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+ search_result = search_item.get('search_result')
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+ if search_result is None:
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+ continue # 跳过搜索失败的项
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+ notes = search_result.get('data', {}).get('data', [])
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+ total_notes += len(notes)
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+
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+ for note in notes:
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+ note_type = note.get('note_card', {}).get('type', '')
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+ if note_type == 'video':
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+ video_count += 1
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+ else:
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+ normal_count += 1
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+ else:
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+ # 兼容旧结构
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+ search_results = feature.get('组合评估结果', [])
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+ total_search_words += len(search_results)
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+
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+ for search_item in search_results:
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+ search_result = search_item.get('search_result')
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+ if search_result is None:
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+ continue # 跳过搜索失败的项
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+ notes = search_result.get('data', {}).get('data', [])
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+ total_notes += len(notes)
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+
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+ for note in notes:
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+ note_type = note.get('note_card', {}).get('type', '')
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+ if note_type == 'video':
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+ video_count += 1
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+ else:
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+ normal_count += 1
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+
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+ return {
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+ 'total_features': total_features,
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+ 'total_base_words': total_base_words,
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+ 'total_search_words': total_search_words,
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+ 'total_notes': total_notes,
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+ 'video_count': video_count,
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+ 'normal_count': normal_count,
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+ 'video_percentage': round(video_count / total_notes * 100, 1) if total_notes > 0 else 0,
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+ 'normal_percentage': round(normal_count / total_notes * 100, 1) if total_notes > 0 else 0
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+ }
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+
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+
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+def generate_html(data: List[Dict[str, Any]], stats: Dict[str, Any], output_path: str):
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+ """生成HTML可视化页面"""
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+
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+ # 准备数据JSON（用于JavaScript）
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+ data_json = json.dumps(data, ensure_ascii=False, indent=2)
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+
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+ html_content = f'''<!DOCTYPE html>
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+<html lang="zh-CN">
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+<head>
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+ <meta charset="UTF-8">
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+ <meta name="viewport" content="width=device-width, initial-scale=1.0">
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+ <title>Stage5 搜索结果可视化 (三层结构)</title>
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+ <style>
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+ * {{
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+ margin: 0;
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+ padding: 0;
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+ box-sizing: border-box;
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+ }}
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+
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+ body {{
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+ font-family: -apple-system, BlinkMacSystemFont, "Segoe UI", Roboto, sans-serif;
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+ background: #f5f7fa;
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+ color: #333;
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+ }}
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+
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+ /* 顶部统计面板 */
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+ .stats-panel {{
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+ background: linear-gradient(135deg, #667eea 0%, #764ba2 100%);
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+ color: white;
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+ padding: 20px;
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+ box-shadow: 0 2px 10px rgba(0,0,0,0.1);
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+ }}
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+
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+ .stats-container {{
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+ max-width: 1400px;
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+ margin: 0 auto;
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+ display: flex;
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+ justify-content: space-around;
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+ flex-wrap: wrap;
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+ gap: 20px;
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+ }}
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+
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+ .stat-item {{
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+ text-align: center;
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+ }}
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+
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+ .stat-value {{
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+ font-size: 32px;
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+ font-weight: bold;
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+ margin-bottom: 5px;
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+ }}
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+
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+ .stat-label {{
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+ font-size: 14px;
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+ opacity: 0.9;
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+ }}
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+
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+ /* 主容器 */
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+ .main-container {{
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+ display: flex;
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+ max-width: 1400px;
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+ margin: 20px auto;
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+ gap: 20px;
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+ padding: 0 20px;
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+ }}
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+
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+ /* 左侧三层树导航 */
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+ .left-sidebar {{
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+ width: 35%;
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+ background: white;
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+ border-radius: 8px;
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+ box-shadow: 0 2px 8px rgba(0,0,0,0.1);
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+ overflow-y: auto;
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+ max-height: calc(100vh - 160px);
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+ }}
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+
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+ /* Level 1: Original Feature */
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+ .feature-group {{
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+ border-bottom: 1px solid #e5e7eb;
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+ }}
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+
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+ .feature-header {{
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+ padding: 15px 20px;
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+ background: #f9fafb;
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+ cursor: pointer;
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+ user-select: none;
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+ transition: all 0.2s;
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+ display: flex;
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+ align-items: center;
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+ gap: 10px;
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+ }}
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+
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+ .feature-header:hover {{
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+ background: #f3f4f6;
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+ }}
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+
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+ .feature-header.active {{
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+ background: linear-gradient(135deg, #667eea 0%, #764ba2 100%);
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+ color: white;
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+ }}
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+
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+ .expand-icon {{
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+ font-size: 12px;
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+ color: #6b7280;
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+ transition: transform 0.2s;
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+ min-width: 12px;
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+ }}
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+
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+ .feature-header.active .expand-icon {{
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+ color: white;
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+ transform: rotate(90deg);
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+ }}
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+
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+ .feature-title {{
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+ font-size: 17px;
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+ font-weight: 600;
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+ margin-bottom: 5px;
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+ flex: 1;
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+ }}
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+
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+ .feature-meta {{
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+ font-size: 12px;
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+ color: #6b7280;
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+ }}
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+
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+ .feature-header.active .feature-meta {{
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+ color: rgba(255,255,255,0.8);
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+ }}
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+
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+ /* Level 2: Base Words */
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+ .base-words-list {{
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+ display: none;
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+ background: #fafafa;
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+ }}
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+
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+ .base-words-list.expanded {{
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+ display: block;
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+ }}
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+
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+ .base-word-item {{
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+ padding: 10px 20px 10px 40px;
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+ cursor: pointer;
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+ border-left: 3px solid transparent;
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+ transition: all 0.2s;
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+ background: white;
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+ border-bottom: 1px solid #f0f0f0;
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+ display: flex;
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+ align-items: center;
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+ gap: 8px;
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+ position: relative;
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+ }}
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+
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+ .base-word-item::before {{
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+ content: '├─';
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+ position: absolute;
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+ left: 20px;
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+ color: #d1d5db;
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+ font-size: 14px;
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+ }}
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+
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+ .base-word-item:hover {{
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+ background: #fef9f3;
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+ border-left-color: #f59e0b;
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+ }}
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+
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+ .base-word-item.active {{
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+ background: #fef3c7;
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+ border-left-color: #f59e0b;
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+ }}
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+
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+ .base-expand-icon {{
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+ font-size: 10px;
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+ color: #9ca3af;
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+ transition: transform 0.2s;
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+ min-width: 10px;
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+ }}
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+
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+ .base-word-item.active .base-expand-icon {{
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+ transform: rotate(90deg);
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+ }}
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+
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+ .base-word-text {{
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+ font-size: 14px;
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+ font-weight: 600;
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+ color: #374151;
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+ flex: 1;
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+ }}
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+
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+ .base-word-similarity {{
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+ display: inline-block;
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+ padding: 2px 8px;
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+ border-radius: 12px;
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+ font-size: 11px;
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+ font-weight: 600;
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+ background: #fef3c7;
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+ color: #92400e;
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+ margin-left: 8px;
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+ }}
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+
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+ /* Level 3: Search Terms */
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+ .search-terms-list {{
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+ display: none;
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+ background: #f9fafb;
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+ }}
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+
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+ .search-terms-list.expanded {{
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+ display: block;
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+ }}
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+
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+ .search-term-item {{
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+ padding: 8px 20px 8px 70px;
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+ cursor: pointer;
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+ border-left: 3px solid transparent;
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+ transition: all 0.2s;
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+ position: relative;
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+ }}
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+
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+ .search-term-item::before {{
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+ content: '└─';
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+ position: absolute;
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+ left: 52px;
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+ color: #d1d5db;
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+ font-size: 12px;
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+ }}
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+
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+ .search-term-item:hover {{
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+ background: #f3f4f6;
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+ border-left-color: #667eea;
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+ }}
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+
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+ .search-term-item.active {{
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+ background: #ede9fe;
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+ border-left-color: #7c3aed;
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+ }}
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+
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+ .search-term-text {{
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+ font-size: 13px;
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+ color: #374151;
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+ margin-bottom: 3px;
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+ display: flex;
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+ align-items: center;
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+ gap: 6px;
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+ }}
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+
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+ .search-term-score {{
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+ display: inline-block;
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+ padding: 2px 6px;
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+ border-radius: 10px;
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+ font-size: 10px;
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+ font-weight: 600;
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+ margin-left: 6px;
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+ }}
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+
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+ .score-high {{
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+ background: #d1fae5;
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+ color: #065f46;
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+ }}
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+
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+ .score-medium {{
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+ background: #fef3c7;
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+ color: #92400e;
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+ }}
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+
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+ .score-low {{
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+ background: #fee2e2;
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+ color: #991b1b;
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+ }}
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+
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+ .search-term-reasoning {{
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+ font-size: 11px;
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+ color: #6b7280;
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+ margin-top: 2px;
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+ display: -webkit-box;
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+ -webkit-line-clamp: 1;
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+ -webkit-box-orient: vertical;
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+ overflow: hidden;
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+ }}
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+
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+ .search-term-source {{
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+ font-size: 10px;
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+ color: #9ca3af;
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+ margin-top: 2px;
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+ font-style: italic;
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+ }}
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+
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+ .source-word-inline {{
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+ font-size: 10px;
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+ color: #b0b5ba;
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+ margin-left: 4px;
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+ font-weight: normal;
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+ }}
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+
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+ /* 右侧结果区 */
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+ .right-content {{
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+ flex: 1;
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+ overflow-y: auto;
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+ max-height: calc(100vh - 160px);
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+ }}
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+
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+ .result-block {{
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+ background: white;
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+ border-radius: 8px;
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+ box-shadow: 0 2px 8px rgba(0,0,0,0.1);
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+ margin-bottom: 20px;
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+ padding: 20px;
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+ }}
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+
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+ .result-header {{
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+ margin-bottom: 20px;
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+ padding-bottom: 15px;
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+ border-bottom: 2px solid #e5e7eb;
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+ }}
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+
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+ .result-title {{
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+ font-size: 18px;
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+ font-weight: 600;
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+ color: #111827;
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+ margin-bottom: 10px;
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+ }}
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+
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+ .result-stats {{
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+ display: flex;
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+ gap: 15px;
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+ font-size: 13px;
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+ color: #6b7280;
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+ }}
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+
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+ .stat-badge {{
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+ background: #f3f4f6;
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+ padding: 4px 10px;
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+ border-radius: 4px;
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+ }}
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+
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+ /* 帖子网格 */
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+ .notes-grid {{
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+ display: grid;
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+ grid-template-columns: repeat(auto-fill, minmax(280px, 1fr));
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+ gap: 20px;
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+ }}
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+
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+ .note-card {{
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+ border: 1px solid #e5e7eb;
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+ border-radius: 8px;
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+ overflow: hidden;
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+ cursor: pointer;
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+ transition: all 0.3s;
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+ background: white;
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+ }}
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+
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+ .note-card:hover {{
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+ transform: translateY(-4px);
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+ box-shadow: 0 10px 25px rgba(0,0,0,0.15);
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+ }}
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+
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+ /* 图片轮播 */
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+ .image-carousel {{
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+ position: relative;
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+ width: 100%;
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+ height: 364px;
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+ background: #f3f4f6;
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+ overflow: hidden;
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+ }}
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+
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+ .carousel-images {{
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+ display: flex;
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+ height: 100%;
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|
+ transition: transform 0.3s ease;
|
|
|
+ }}
|
|
|
+
|
|
|
+ .carousel-image {{
|
|
|
+ min-width: 100%;
|
|
|
+ height: 100%;
|
|
|
+ object-fit: cover;
|
|
|
+ }}
|
|
|
+
|
|
|
+ .carousel-btn {{
|
|
|
+ position: absolute;
|
|
|
+ top: 50%;
|
|
|
+ transform: translateY(-50%);
|
|
|
+ background: rgba(0,0,0,0.5);
|
|
|
+ color: white;
|
|
|
+ border: none;
|
|
|
+ width: 32px;
|
|
|
+ height: 32px;
|
|
|
+ border-radius: 50%;
|
|
|
+ cursor: pointer;
|
|
|
+ font-size: 16px;
|
|
|
+ display: none;
|
|
|
+ align-items: center;
|
|
|
+ justify-content: center;
|
|
|
+ z-index: 10;
|
|
|
+ }}
|
|
|
+
|
|
|
+ .carousel-btn:hover {{
|
|
|
+ background: rgba(0,0,0,0.7);
|
|
|
+ }}
|
|
|
+
|
|
|
+ .carousel-btn.prev {{ left: 8px; }}
|
|
|
+ .carousel-btn.next {{ right: 8px; }}
|
|
|
+
|
|
|
+ .note-card:hover .carousel-btn {{
|
|
|
+ display: flex;
|
|
|
+ }}
|
|
|
+
|
|
|
+ .carousel-indicators {{
|
|
|
+ position: absolute;
|
|
|
+ bottom: 10px;
|
|
|
+ left: 50%;
|
|
|
+ transform: translateX(-50%);
|
|
|
+ display: flex;
|
|
|
+ gap: 6px;
|
|
|
+ z-index: 10;
|
|
|
+ }}
|
|
|
+
|
|
|
+ .dot {{
|
|
|
+ width: 8px;
|
|
|
+ height: 8px;
|
|
|
+ border-radius: 50%;
|
|
|
+ background: rgba(255,255,255,0.5);
|
|
|
+ cursor: pointer;
|
|
|
+ transition: all 0.2s;
|
|
|
+ }}
|
|
|
+
|
|
|
+ .dot.active {{
|
|
|
+ background: white;
|
|
|
+ width: 24px;
|
|
|
+ border-radius: 4px;
|
|
|
+ }}
|
|
|
+
|
|
|
+ .image-counter {{
|
|
|
+ position: absolute;
|
|
|
+ top: 10px;
|
|
|
+ right: 10px;
|
|
|
+ background: rgba(0,0,0,0.6);
|
|
|
+ color: white;
|
|
|
+ padding: 4px 8px;
|
|
|
+ border-radius: 4px;
|
|
|
+ font-size: 12px;
|
|
|
+ z-index: 10;
|
|
|
+ }}
|
|
|
+
|
|
|
+ /* 帖子信息 */
|
|
|
+ .note-info {{
|
|
|
+ padding: 12px;
|
|
|
+ }}
|
|
|
+
|
|
|
+ .note-title {{
|
|
|
+ font-size: 14px;
|
|
|
+ font-weight: 500;
|
|
|
+ color: #111827;
|
|
|
+ margin-bottom: 8px;
|
|
|
+ display: -webkit-box;
|
|
|
+ -webkit-line-clamp: 2;
|
|
|
+ -webkit-box-orient: vertical;
|
|
|
+ overflow: hidden;
|
|
|
+ }}
|
|
|
+
|
|
|
+ .note-meta {{
|
|
|
+ display: flex;
|
|
|
+ justify-content: space-between;
|
|
|
+ font-size: 12px;
|
|
|
+ color: #6b7280;
|
|
|
+ }}
|
|
|
+
|
|
|
+ .note-type {{
|
|
|
+ padding: 3px 8px;
|
|
|
+ border-radius: 4px;
|
|
|
+ font-weight: 500;
|
|
|
+ }}
|
|
|
+
|
|
|
+ .type-video {{
|
|
|
+ background: #dbeafe;
|
|
|
+ color: #1e40af;
|
|
|
+ }}
|
|
|
+
|
|
|
+ .type-normal {{
|
|
|
+ background: #d1fae5;
|
|
|
+ color: #065f46;
|
|
|
+ }}
|
|
|
+
|
|
|
+ ::-webkit-scrollbar {{
|
|
|
+ width: 8px;
|
|
|
+ }}
|
|
|
+
|
|
|
+ ::-webkit-scrollbar-track {{
|
|
|
+ background: #f1f1f1;
|
|
|
+ }}
|
|
|
+
|
|
|
+ ::-webkit-scrollbar-thumb {{
|
|
|
+ background: #888;
|
|
|
+ border-radius: 4px;
|
|
|
+ }}
|
|
|
+
|
|
|
+ ::-webkit-scrollbar-thumb:hover {{
|
|
|
+ background: #555;
|
|
|
+ }}
|
|
|
+
|
|
|
+ /* 图片画廊模态框 */
|
|
|
+ .gallery-modal {{
|
|
|
+ display: none;
|
|
|
+ position: fixed;
|
|
|
+ top: 0;
|
|
|
+ left: 0;
|
|
|
+ width: 100%;
|
|
|
+ height: 100%;
|
|
|
+ background: rgba(0,0,0,0.95);
|
|
|
+ z-index: 9999;
|
|
|
+ overflow-y: auto;
|
|
|
+ }}
|
|
|
+
|
|
|
+ .gallery-modal.show {{
|
|
|
+ display: block;
|
|
|
+ }}
|
|
|
+
|
|
|
+ .gallery-close {{
|
|
|
+ position: fixed;
|
|
|
+ top: 20px;
|
|
|
+ right: 20px;
|
|
|
+ color: white;
|
|
|
+ font-size: 40px;
|
|
|
+ cursor: pointer;
|
|
|
+ z-index: 10000;
|
|
|
+ background: rgba(0,0,0,0.5);
|
|
|
+ width: 50px;
|
|
|
+ height: 50px;
|
|
|
+ border-radius: 50%;
|
|
|
+ display: flex;
|
|
|
+ align-items: center;
|
|
|
+ justify-content: center;
|
|
|
+ transition: all 0.2s;
|
|
|
+ }}
|
|
|
+
|
|
|
+ .gallery-close:hover {{
|
|
|
+ background: rgba(255,255,255,0.2);
|
|
|
+ }}
|
|
|
+
|
|
|
+ .gallery-grid {{
|
|
|
+ display: grid;
|
|
|
+ grid-template-columns: repeat(auto-fill, minmax(400px, 1fr));
|
|
|
+ gap: 20px;
|
|
|
+ padding: 80px 40px 40px 40px;
|
|
|
+ max-width: 1600px;
|
|
|
+ margin: 0 auto;
|
|
|
+ }}
|
|
|
+
|
|
|
+ .gallery-image {{
|
|
|
+ width: 100%;
|
|
|
+ height: auto;
|
|
|
+ object-fit: contain;
|
|
|
+ border-radius: 8px;
|
|
|
+ }}
|
|
|
+ </style>
|
|
|
+</head>
|
|
|
+<body>
|
|
|
+ <!-- 统计面板 -->
|
|
|
+ <div class="stats-panel">
|
|
|
+ <div class="stats-container">
|
|
|
+ <div class="stat-item">
|
|
|
+ <div class="stat-value">📊 {stats['total_features']}</div>
|
|
|
+ <div class="stat-label">原始特征数</div>
|
|
|
+ </div>
|
|
|
+ <div class="stat-item">
|
|
|
+ <div class="stat-value">🎯 {stats['total_base_words']}</div>
|
|
|
+ <div class="stat-label">基础词数</div>
|
|
|
+ </div>
|
|
|
+ <div class="stat-item">
|
|
|
+ <div class="stat-value">🔍 {stats['total_search_words']}</div>
|
|
|
+ <div class="stat-label">搜索词数</div>
|
|
|
+ </div>
|
|
|
+ <div class="stat-item">
|
|
|
+ <div class="stat-value">📝 {stats['total_notes']}</div>
|
|
|
+ <div class="stat-label">帖子总数</div>
|
|
|
+ </div>
|
|
|
+ <div class="stat-item">
|
|
|
+ <div class="stat-value">🎬 {stats['video_count']}</div>
|
|
|
+ <div class="stat-label">视频 ({stats['video_percentage']}%)</div>
|
|
|
+ </div>
|
|
|
+ <div class="stat-item">
|
|
|
+ <div class="stat-value">📷 {stats['normal_count']}</div>
|
|
|
+ <div class="stat-label">图文 ({stats['normal_percentage']}%)</div>
|
|
|
+ </div>
|
|
|
+ </div>
|
|
|
+ </div>
|
|
|
+
|
|
|
+ <!-- 主容器 -->
|
|
|
+ <div class="main-container">
|
|
|
+ <!-- 左侧三层树导航 -->
|
|
|
+ <div class="left-sidebar" id="leftSidebar"></div>
|
|
|
+
|
|
|
+ <!-- 右侧结果区 -->
|
|
|
+ <div class="right-content" id="rightContent"></div>
|
|
|
+ </div>
|
|
|
+
|
|
|
+ <script>
|
|
|
+ const data = {data_json};
|
|
|
+
|
|
|
+ // 渲染左侧三层树导航
|
|
|
+ function renderLeftSidebar() {{
|
|
|
+ const sidebar = document.getElementById('leftSidebar');
|
|
|
+ let html = '';
|
|
|
+
|
|
|
+ data.forEach((feature, featureIdx) => {{
|
|
|
+ const groupedResults = feature['组合评估结果_分组'] || [];
|
|
|
+ const totalSearchWords = groupedResults.reduce((sum, g) => sum + (g.top10_searches || []).length, 0);
|
|
|
+
|
|
|
+ // Level 1: Original Feature
|
|
|
+ html += `
|
|
|
+ <div class="feature-group">
|
|
|
+ <div class="feature-header" onclick="toggleFeature(${{featureIdx}})" id="feature-header-${{featureIdx}}">
|
|
|
+ <span class="expand-icon">▶</span>
|
|
|
+ <div class="feature-title">📊 ${{feature['原始特征名称']}}</div>
|
|
|
+ </div>
|
|
|
+ <div class="base-words-list" id="base-words-${{featureIdx}}">
|
|
|
+ `;
|
|
|
+
|
|
|
+ // Level 2: Base Words
|
|
|
+ groupedResults.forEach((group, groupIdx) => {{
|
|
|
+ const baseWord = group.base_word || '';
|
|
|
+ const baseSimilarity = group.base_word_similarity || 0;
|
|
|
+ const searchTerms = group.top10_searches || [];
|
|
|
+
|
|
|
+ html += `
|
|
|
+ <div class="base-word-item" onclick="event.stopPropagation(); toggleBaseWord(${{featureIdx}}, ${{groupIdx}})" id="base-word-${{featureIdx}}-${{groupIdx}}">
|
|
|
+ <span class="base-expand-icon">▶</span>
|
|
|
+ <div class="base-word-text">
|
|
|
+ 🎯 ${{baseWord}}
|
|
|
+ </div>
|
|
|
+ </div>
|
|
|
+ <div class="search-terms-list" id="search-terms-${{featureIdx}}-${{groupIdx}}">
|
|
|
+ `;
|
|
|
+
|
|
|
+ // Level 3: Search Terms
|
|
|
+ searchTerms.forEach((term, termIdx) => {{
|
|
|
+ const score = term.score || 0;
|
|
|
+ const scoreClass = score >= 0.9 ? 'score-high' : score >= 0.7 ? 'score-medium' : 'score-low';
|
|
|
+ const blockId = `block-${{featureIdx}}-${{groupIdx}}-${{termIdx}}`;
|
|
|
+
|
|
|
+ html += `
|
|
|
+ <div class="search-term-item" onclick="scrollToBlock('${{blockId}}')"
|
|
|
+ id="term-${{featureIdx}}-${{groupIdx}}-${{termIdx}}"
|
|
|
+ data-block-id="${{blockId}}">
|
|
|
+ <div class="search-term-text">
|
|
|
+ 🔍 ${{term.search_word}} ${{term.source_word ? `<span class="source-word-inline">来源: ${{term.source_word}}</span>` : ''}}
|
|
|
+ </div>
|
|
|
+ <div class="search-term-reasoning" title="${{term.reasoning || ''}}">
|
|
|
+ ${{term.reasoning || ''}}
|
|
|
+ </div>
|
|
|
+ </div>
|
|
|
+ `;
|
|
|
+ }});
|
|
|
+
|
|
|
+ html += `</div>`;
|
|
|
+ }});
|
|
|
+
|
|
|
+ html += `
|
|
|
+ </div>
|
|
|
+ </div>
|
|
|
+ `;
|
|
|
+ }});
|
|
|
+
|
|
|
+ sidebar.innerHTML = html;
|
|
|
+ }}
|
|
|
+
|
|
|
+ // 渲染右侧结果区
|
|
|
+ function renderRightContent() {{
|
|
|
+ const content = document.getElementById('rightContent');
|
|
|
+ let html = '';
|
|
|
+
|
|
|
+ data.forEach((feature, featureIdx) => {{
|
|
|
+ const groupedResults = feature['组合评估结果_分组'] || [];
|
|
|
+
|
|
|
+ groupedResults.forEach((group, groupIdx) => {{
|
|
|
+ const searchTerms = group.top10_searches || [];
|
|
|
+
|
|
|
+ searchTerms.forEach((term, termIdx) => {{
|
|
|
+ const blockId = `block-${{featureIdx}}-${{groupIdx}}-${{termIdx}}`;
|
|
|
+ const searchResult = term.search_result || {{}};
|
|
|
+ const notes = searchResult.data?.data || [];
|
|
|
+
|
|
|
+ const videoCount = notes.filter(n => n.note_card?.type === 'video').length;
|
|
|
+ const normalCount = notes.length - videoCount;
|
|
|
+
|
|
|
+ html += `
|
|
|
+ <div class="result-block" id="${{blockId}}">
|
|
|
+ <div class="result-header">
|
|
|
+ <div class="result-title">${{term.search_word}}</div>
|
|
|
+ ${{term.source_word ? `<div style="font-size: 12px; color: #9ca3af; font-style: italic; margin-top: 5px;">来源词: ${{term.source_word}}</div>` : ''}}
|
|
|
+ <div class="result-stats">
|
|
|
+ <span class="stat-badge">📝 ${{notes.length}} 条帖子</span>
|
|
|
+ <span class="stat-badge">🎬 ${{videoCount}} 视频</span>
|
|
|
+ <span class="stat-badge">📷 ${{normalCount}} 图文</span>
|
|
|
+ </div>
|
|
|
+ </div>
|
|
|
+ <div class="notes-grid">
|
|
|
+ ${{notes.map((note, noteIdx) => renderNoteCard(note, featureIdx, groupIdx, termIdx, noteIdx)).join('')}}
|
|
|
+ </div>
|
|
|
+ </div>
|
|
|
+ `;
|
|
|
+ }});
|
|
|
+ }});
|
|
|
+ }});
|
|
|
+
|
|
|
+ content.innerHTML = html;
|
|
|
+ }}
|
|
|
+
|
|
|
+ // 渲染单个帖子卡片
|
|
|
+ function renderNoteCard(note, featureIdx, groupIdx, termIdx, noteIdx) {{
|
|
|
+ const card = note.note_card || {{}};
|
|
|
+ const images = card.image_list || [];
|
|
|
+ const title = card.display_title || '无标题';
|
|
|
+ const noteType = card.type || 'normal';
|
|
|
+ const noteId = note.id || '';
|
|
|
+
|
|
|
+ const carouselId = `carousel-${{featureIdx}}-${{groupIdx}}-${{termIdx}}-${{noteIdx}}`;
|
|
|
+
|
|
|
+ return `
|
|
|
+ <div class="note-card" onclick="event.stopPropagation(); showImageGallery('${{carouselId}}')">
|
|
|
+ <div class="image-carousel" id="${{carouselId}}">
|
|
|
+ <div class="carousel-images">
|
|
|
+ ${{images.map(img => `<img class="carousel-image" src="${{img}}" loading="lazy">`).join('')}}
|
|
|
+ </div>
|
|
|
+ ${{images.length > 1 ? `
|
|
|
+ <button class="carousel-btn prev" onclick="event.stopPropagation(); changeImage('${{carouselId}}', -1)">←</button>
|
|
|
+ <button class="carousel-btn next" onclick="event.stopPropagation(); changeImage('${{carouselId}}', 1)">→</button>
|
|
|
+ <div class="carousel-indicators">
|
|
|
+ ${{images.map((_, i) => `<span class="dot ${{i === 0 ? 'active' : ''}}" onclick="event.stopPropagation(); goToImage('${{carouselId}}', ${{i}})"></span>`).join('')}}
|
|
|
+ </div>
|
|
|
+ <span class="image-counter">1/${{images.length}}</span>
|
|
|
+ ` : ''}}
|
|
|
+ </div>
|
|
|
+ <div class="note-info">
|
|
|
+ <div class="note-title">${{title}}</div>
|
|
|
+ <div class="note-meta">
|
|
|
+ <span class="note-type type-${{noteType}}">
|
|
|
+ ${{noteType === 'video' ? '🎬 视频' : '📷 图文'}}
|
|
|
+ </span>
|
|
|
+ </div>
|
|
|
+ </div>
|
|
|
+ </div>
|
|
|
+ `;
|
|
|
+ }}
|
|
|
+
|
|
|
+ // 图片轮播逻辑
|
|
|
+ const carouselStates = {{}};
|
|
|
+
|
|
|
+ function changeImage(carouselId, direction) {{
|
|
|
+ if (!carouselStates[carouselId]) carouselStates[carouselId] = {{ currentIndex: 0 }};
|
|
|
+
|
|
|
+ const carousel = document.getElementById(carouselId);
|
|
|
+ const imagesContainer = carousel.querySelector('.carousel-images');
|
|
|
+ const images = carousel.querySelectorAll('.carousel-image');
|
|
|
+ const dots = carousel.querySelectorAll('.dot');
|
|
|
+ const counter = carousel.querySelector('.image-counter');
|
|
|
+
|
|
|
+ let newIndex = carouselStates[carouselId].currentIndex + direction;
|
|
|
+ if (newIndex < 0) newIndex = images.length - 1;
|
|
|
+ if (newIndex >= images.length) newIndex = 0;
|
|
|
+
|
|
|
+ carouselStates[carouselId].currentIndex = newIndex;
|
|
|
+ imagesContainer.style.transform = `translateX(-${{newIndex * 100}}%)`;
|
|
|
+
|
|
|
+ dots.forEach((dot, i) => dot.classList.toggle('active', i === newIndex));
|
|
|
+ if (counter) counter.textContent = `${{newIndex + 1}}/${{images.length}}`;
|
|
|
+ }}
|
|
|
+
|
|
|
+ function goToImage(carouselId, index) {{
|
|
|
+ if (!carouselStates[carouselId]) carouselStates[carouselId] = {{ currentIndex: 0 }};
|
|
|
+
|
|
|
+ const carousel = document.getElementById(carouselId);
|
|
|
+ const imagesContainer = carousel.querySelector('.carousel-images');
|
|
|
+ const dots = carousel.querySelectorAll('.dot');
|
|
|
+ const counter = carousel.querySelector('.image-counter');
|
|
|
+
|
|
|
+ carouselStates[carouselId].currentIndex = index;
|
|
|
+ imagesContainer.style.transform = `translateX(-${{index * 100}}%)`;
|
|
|
+
|
|
|
+ dots.forEach((dot, i) => dot.classList.toggle('active', i === index));
|
|
|
+ if (counter) counter.textContent = `${{index + 1}}/${{dots.length}}`;
|
|
|
+ }}
|
|
|
+
|
|
|
+ // 展开/折叠特征组
|
|
|
+ function toggleFeature(featureIdx) {{
|
|
|
+ const baseWordsList = document.getElementById(`base-words-${{featureIdx}}`);
|
|
|
+ const featureHeader = document.getElementById(`feature-header-${{featureIdx}}`);
|
|
|
+
|
|
|
+ baseWordsList.classList.toggle('expanded');
|
|
|
+ featureHeader.classList.toggle('active');
|
|
|
+ }}
|
|
|
+
|
|
|
+ // 展开/折叠base_word
|
|
|
+ function toggleBaseWord(featureIdx, groupIdx) {{
|
|
|
+ const termsList = document.getElementById(`search-terms-${{featureIdx}}-${{groupIdx}}`);
|
|
|
+ const baseWordItem = document.getElementById(`base-word-${{featureIdx}}-${{groupIdx}}`);
|
|
|
+
|
|
|
+ termsList.classList.toggle('expanded');
|
|
|
+ baseWordItem.classList.toggle('active');
|
|
|
+ }}
|
|
|
+
|
|
|
+ // 滚动到指定结果块
|
|
|
+ function scrollToBlock(blockId) {{
|
|
|
+ const block = document.getElementById(blockId);
|
|
|
+ if (block) {{
|
|
|
+ block.scrollIntoView({{ behavior: 'smooth', block: 'start' }});
|
|
|
+
|
|
|
+ document.querySelectorAll('.search-term-item').forEach(item => item.classList.remove('active'));
|
|
|
+ document.querySelectorAll(`[data-block-id="${{blockId}}"]`).forEach(item => item.classList.add('active'));
|
|
|
+ }}
|
|
|
+ }}
|
|
|
+
|
|
|
+ // 打开小红书帖子
|
|
|
+ function openNote(noteId) {{
|
|
|
+ if (noteId) window.open(`https://www.xiaohongshu.com/explore/${{noteId}}`, '_blank');
|
|
|
+ }}
|
|
|
+
|
|
|
+ // 显示图片画廊
|
|
|
+ function showImageGallery(carouselId) {{
|
|
|
+ const carousel = document.getElementById(carouselId);
|
|
|
+ if (!carousel) return;
|
|
|
+
|
|
|
+ const images = Array.from(carousel.querySelectorAll('.carousel-image')).map(img => img.src);
|
|
|
+
|
|
|
+ const modal = document.getElementById('galleryModal');
|
|
|
+ const grid = document.getElementById('galleryGrid');
|
|
|
+
|
|
|
+ grid.innerHTML = images.map(img => `<img class="gallery-image" src="${{img}}" loading="lazy">`).join('');
|
|
|
+ modal.classList.add('show');
|
|
|
+ }}
|
|
|
+
|
|
|
+ // 关闭图片画廊
|
|
|
+ function closeGallery() {{
|
|
|
+ const modal = document.getElementById('galleryModal');
|
|
|
+ modal.classList.remove('show');
|
|
|
+ }}
|
|
|
+
|
|
|
+ // 初始化
|
|
|
+ document.addEventListener('DOMContentLoaded', () => {{
|
|
|
+ renderLeftSidebar();
|
|
|
+ renderRightContent();
|
|
|
+
|
|
|
+ // 默认全部折叠,用户可以点击展开
|
|
|
+ // 不再自动展开第一个特征
|
|
|
+ }});
|
|
|
+ </script>
|
|
|
+
|
|
|
+ <!-- 图片画廊模态框 -->
|
|
|
+ <div class="gallery-modal" id="galleryModal">
|
|
|
+ <div class="gallery-close" onclick="closeGallery()">×</div>
|
|
|
+ <div class="gallery-grid" id="galleryGrid"></div>
|
|
|
+ </div>
|
|
|
+</body>
|
|
|
+</html>
|
|
|
+'''
|
|
|
+
|
|
|
+ # 写入文件
|
|
|
+ with open(output_path, 'w', encoding='utf-8') as f:
|
|
|
+ f.write(html_content)
|
|
|
+
|
|
|
+
|
|
|
+def main():
|
|
|
+ """主函数"""
|
|
|
+ # 配置路径
|
|
|
+ script_dir = os.path.dirname(os.path.abspath(__file__))
|
|
|
+ json_path = os.path.join(script_dir, 'output_v2', 'stage5_with_search_results.json')
|
|
|
+ output_dir = os.path.join(script_dir, 'visualization')
|
|
|
+ os.makedirs(output_dir, exist_ok=True)
|
|
|
+
|
|
|
+ timestamp = datetime.now().strftime('%Y%m%d_%H%M%S')
|
|
|
+ output_path = os.path.join(output_dir, f'stage5_3level_{timestamp}.html')
|
|
|
+
|
|
|
+ # 加载数据
|
|
|
+ print(f"📖 加载数据: {json_path}")
|
|
|
+ data = load_data(json_path)
|
|
|
+ print(f"✓ 加载了 {len(data)} 个原始特征")
|
|
|
+
|
|
|
+ # 计算统计
|
|
|
+ print("📊 计算统计数据...")
|
|
|
+ stats = calculate_statistics(data)
|
|
|
+ print(f"✓ 统计完成:")
|
|
|
+ print(f" - 原始特征: {stats['total_features']}")
|
|
|
+ print(f" - 基础词: {stats['total_base_words']}")
|
|
|
+ print(f" - 搜索词: {stats['total_search_words']}")
|
|
|
+ print(f" - 帖子总数: {stats['total_notes']}")
|
|
|
+ print(f" - 视频: {stats['video_count']} ({stats['video_percentage']}%)")
|
|
|
+ print(f" - 图文: {stats['normal_count']} ({stats['normal_percentage']}%)")
|
|
|
+
|
|
|
+ # 生成HTML
|
|
|
+ print(f"\n🎨 生成三层树形可视化...")
|
|
|
+ generate_html(data, stats, output_path)
|
|
|
+ print(f"✓ 生成完成: {output_path}")
|
|
|
+
|
|
|
+ # 自动在浏览器中打开
|
|
|
+ print(f"\n🌐 正在浏览器中打开...")
|
|
|
+ try:
|
|
|
+ subprocess.run(['open', output_path], check=True)
|
|
|
+ print(f"✓ 已在浏览器中打开")
|
|
|
+ except Exception as e:
|
|
|
+ print(f"⚠ 自动打开失败: {e}")
|
|
|
+ print(f" 请手动打开: file://{output_path}")
|
|
|
+
|
|
|
+
|
|
|
+if __name__ == '__main__':
|
|
|
+ main()
|
刘立冬