yangxiaohui
/
how


			
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							#!/usr/bin/env python3
# -*- coding: utf-8 -*-
"""
将匹配图谱数据可视化为交互式HTML文件

输入：match_graph目录下的JSON文件
输出：单个HTML文件，包含所有帖子的图谱，可通过Tab切换
"""

import json
from pathlib import Path
from typing import Dict, List
import sys

# 添加项目根目录到路径
project_root = Path(__file__).parent.parent.parent
sys.path.insert(0, str(project_root))

from script.data_processing.path_config import PathConfig


HTML_TEMPLATE = '''<!DOCTYPE html>
<html lang="zh-CN">
<head>
    <meta charset="UTF-8">
    <meta name="viewport" content="width=device-width, initial-scale=1.0">
    <title>匹配图谱可视化</title>
    <script src="https://d3js.org/d3.v7.min.js"></script>
    <style>
        * {{
            margin: 0;
            padding: 0;
            box-sizing: border-box;
        }}
        body {{
            font-family: -apple-system, BlinkMacSystemFont, "Segoe UI", Roboto, "Helvetica Neue", Arial, sans-serif;
            background: #1a1a2e;
            color: #eee;
            overflow: hidden;
        }}
        #container {{
            display: flex;
            height: 100vh;
            flex-direction: column;
        }}

        /* Tab样式 */
        .tabs {{
            display: flex;
            background: #0f3460;
            padding: 0 20px;
            overflow-x: auto;
            flex-shrink: 0;
        }}
        .tab {{
            padding: 12px 20px;
            cursor: pointer;
            border-bottom: 3px solid transparent;
            white-space: nowrap;
            font-size: 13px;
            color: #888;
            transition: all 0.2s;
        }}
        .tab:hover {{
            color: #fff;
            background: rgba(255,255,255,0.05);
        }}
        .tab.active {{
            color: #e94560;
            border-bottom-color: #e94560;
            background: rgba(233, 69, 96, 0.1);
        }}

        /* 主内容区 */
        .main-content {{
            display: flex;
            flex: 1;
            overflow: hidden;
        }}
        #left-panel {{
            width: 420px;
            display: flex;
            flex-direction: column;
            background: #1a1a2e;
            border-right: 1px solid #0f3460;
        }}
        #tree-container {{
            flex: 1;
            overflow-y: auto;
            overflow-x: hidden;
        }}
        #tree-container svg {{
            display: block;
        }}
        #ego-container {{
            height: 420px;
            border-top: 1px solid #0f3460;
            display: none;
        }}
        #ego-container svg {{
            display: block;
        }}
        #graph {{
            flex: 1;
            position: relative;
            overflow: auto;
        }}
        #sidebar {{
            width: 300px;
            background: #16213e;
            padding: 15px;
            overflow-y: auto;
            border-left: 1px solid #0f3460;
            display: flex;
            flex-direction: column;
        }}
        #persona-tree-panel {{
            flex: 1;
            overflow-y: auto;
            margin-top: 15px;
            border-top: 1px solid #0f3460;
            padding-top: 10px;
        }}
        .tree-dimension {{
            margin-bottom: 15px;
        }}
        .tree-dimension-title {{
            font-size: 12px;
            font-weight: bold;
            padding: 5px 8px;
            border-radius: 4px;
            margin-bottom: 5px;
            cursor: pointer;
            display: flex;
            align-items: center;
            gap: 5px;
        }}
        .tree-dimension-title:hover {{
            opacity: 0.8;
        }}
        .tree-dimension-title .toggle {{
            font-size: 10px;
            transition: transform 0.2s;
        }}
        .tree-dimension-title.collapsed .toggle {{
            transform: rotate(-90deg);
        }}
        .tree-dimension.inspiration .tree-dimension-title {{
            background: rgba(243, 156, 18, 0.2);
            color: #f39c12;
        }}
        .tree-dimension.purpose .tree-dimension-title {{
            background: rgba(52, 152, 219, 0.2);
            color: #3498db;
        }}
        .tree-dimension.key .tree-dimension-title {{
            background: rgba(155, 89, 182, 0.2);
            color: #9b59b6;
        }}
        .tree-list {{
            list-style: none;
            padding-left: 0;
            margin: 0;
            font-size: 11px;
        }}
        .tree-list.collapsed {{
            display: none;
        }}
        .tree-item {{
            padding: 3px 0;
            color: #aaa;
            cursor: pointer;
            border-radius: 3px;
            padding: 3px 6px;
            margin: 1px 0;
        }}
        .tree-item:hover {{
            background: rgba(255,255,255,0.08);
            color: #fff;
        }}
        .tree-item.matched {{
            color: #2ecc71;
            font-weight: 500;
        }}
        .tree-item .indent {{
            display: inline-block;
            width: 12px;
            color: #555;
        }}
        h1 {{
            font-size: 15px;
            margin-bottom: 10px;
            color: #e94560;
        }}
        h2 {{
            font-size: 12px;
            margin: 10px 0 6px;
            color: #0f9b8e;
        }}
        .legend {{
            margin-top: 10px;
        }}
        .legend-grid {{
            display: grid;
            grid-template-columns: 1fr 1fr;
            gap: 4px 8px;
        }}
        .legend-item {{
            display: flex;
            align-items: center;
            font-size: 11px;
        }}
        .legend-color {{
            width: 12px;
            height: 12px;
            border-radius: 50%;
            margin-right: 6px;
            flex-shrink: 0;
        }}
        .legend-line {{
            width: 20px;
            height: 3px;
            margin-right: 6px;
            flex-shrink: 0;
        }}
        .detail-panel {{
            margin-top: 20px;
            padding: 15px;
            background: #0f3460;
            border-radius: 8px;
            display: none;
        }}
        .detail-panel.active {{
            display: block;
        }}
        .detail-panel h3 {{
            font-size: 14px;
            margin-bottom: 10px;
            color: #e94560;
        }}
        .detail-panel p {{
            font-size: 12px;
            line-height: 1.6;
            color: #ccc;
            margin: 5px 0;
        }}
        .detail-panel .label {{
            color: #888;
        }}
        .detail-panel .close-btn {{
            position: absolute;
            top: 10px;
            right: 10px;
            background: none;
            border: none;
            color: #888;
            cursor: pointer;
            font-size: 16px;
        }}
        .detail-panel .close-btn:hover {{
            color: #e94560;
        }}
        .detail-panel-wrapper {{
            position: relative;
        }}
        .similarity-score {{
            background: #e94560;
            color: #fff;
            padding: 2px 6px;
            border-radius: 4px;
            font-weight: bold;
        }}
        .edge-description {{
            background: #1a1a2e;
            padding: 10px;
            border-radius: 4px;
            margin-top: 8px;
            font-size: 11px;
            line-height: 1.5;
        }}
        .edge-list {{
            background: #1a1a2e;
            padding: 8px;
            border-radius: 4px;
            margin-top: 4px;
            font-size: 11px;
        }}
        .edge-type-item {{
            display: flex;
            justify-content: space-between;
            padding: 2px 0;
            border-bottom: 1px solid rgba(255,255,255,0.05);
        }}
        .edge-type {{
            color: #aaa;
        }}
        .edge-count {{
            color: #e94560;
            font-weight: bold;
        }}
        .edge-detail {{
            padding: 3px 0;
            color: #888;
            font-size: 10px;
            border-left: 2px solid #333;
            padding-left: 8px;
            margin: 2px 0;
        }}
        .edge-type-tag {{
            background: rgba(255,255,255,0.1);
            padding: 1px 4px;
            border-radius: 2px;
            font-size: 9px;
            margin-left: 4px;
        }}
        .edge-more {{
            color: #666;
            font-size: 10px;
            text-align: center;
            padding: 4px 0;
        }}
        .edge-empty {{
            color: #555;
            font-size: 10px;
            padding: 4px 0;
        }}
        svg {{
            width: 100%;
            display: block;  /* 避免底部多余空间 */
        }}
        .node {{
            cursor: pointer;
        }}
        .node circle, .node rect, .node polygon {{
            stroke-width: 3px;
        }}
        .node .post-point-node {{
            stroke: #fff;
            stroke-width: 4px;
        }}
        .node .post-node,
        .node .persona-node {{
            stroke: #fff;
        }}
        .node text {{
            font-size: 11px;
            fill: #fff;
            pointer-events: none;
        }}
        .link {{
            stroke-opacity: 0.7;
        }}
        .link-hitarea {{
            stroke: transparent;
            stroke-width: 15px;
            cursor: pointer;
            fill: none;
        }}
        .link-hitarea:hover + .link {{
            stroke-opacity: 1;
            stroke-width: 3px;
        }}
        .edge-label {{
            font-size: 10px;
            fill: #fff;
            pointer-events: none;
            text-anchor: middle;
        }}
        .edge-label-bg {{
            fill: rgba(0,0,0,0.7);
        }}
        .link.match {{
            stroke: #e94560;
            stroke-dasharray: 5,5;
        }}
        .link.category-cross {{
            stroke: #2ecc71;
        }}
        .link.category-intra {{
            stroke: #3498db;
        }}
        .link.tag-cooccur {{
            stroke: #f39c12;
        }}
        .link.belong {{
            stroke: #9b59b6;
        }}
        .link.contain {{
            stroke: #8e44ad;
            stroke-dasharray: 2,2;
        }}
        /* 镜像边样式（实线，颜色与原边相同） */
        .link.mirror-category-cross {{
            stroke: #2ecc71;
        }}
        .link.mirror-category-intra {{
            stroke: #3498db;
        }}
        .link.mirror-tag-cooccur {{
            stroke: #f39c12;
        }}
        .link.mirror-belong {{
            stroke: #9b59b6;
        }}
        .link.mirror-contain {{
            stroke: #8e44ad;
        }}
        /* 二阶边现在使用与镜像边相同的样式（基于原始边类型） */
        /* 高亮/灰化样式 */
        .node.dimmed circle, .node.dimmed rect, .node.dimmed polygon {{
            opacity: 0.15 !important;
        }}
        .node.dimmed text {{
            opacity: 0.15 !important;
        }}
        .link-group.dimmed .link {{
            stroke-opacity: 0.08 !important;
        }}
        .link-group.dimmed .edge-label-group {{
            opacity: 0.15 !important;
        }}
        .node.highlighted circle, .node.highlighted rect, .node.highlighted polygon {{
            stroke: #fff !important;
            stroke-width: 4px !important;
            filter: drop-shadow(0 0 8px rgba(255,255,255,0.5));
        }}
        .link-group.highlighted .link {{
            stroke-opacity: 1 !important;
            stroke-width: 3px !important;
            filter: drop-shadow(0 0 4px rgba(255,255,255,0.3));
        }}
        .tooltip {{
            position: absolute;
            background: rgba(0,0,0,0.9);
            color: #fff;
            padding: 10px 15px;
            border-radius: 6px;
            font-size: 12px;
            pointer-events: none;
            max-width: 300px;
            z-index: 1000;
            display: none;
        }}
        .controls {{
            background: rgba(15, 52, 96, 0.5);
            padding: 12px;
            border-radius: 8px;
            margin-top: auto;
            border-top: 1px solid #0f3460;
            padding-top: 15px;
        }}
        .controls button {{
            background: #0f3460;
            color: #fff;
            border: none;
            padding: 8px 15px;
            margin: 5px;
            border-radius: 4px;
            cursor: pointer;
            font-size: 12px;
        }}
        .controls button:hover {{
            background: #e94560;
        }}
        .controls button.active {{
            background: #e94560;
        }}
        .controls .control-group {{
            margin-top: 10px;
            padding-top: 10px;
            border-top: 1px solid rgba(255,255,255,0.1);
        }}
        .controls .control-label {{
            font-size: 11px;
            color: #888;
            margin-bottom: 5px;
        }}
        .controls select {{
            background: #0f3460;
            color: #fff;
            border: none;
            padding: 6px 10px;
            border-radius: 4px;
            font-size: 12px;
            cursor: pointer;
        }}
        /* 关系子图节点样式 */
        .ego-node {{
            cursor: pointer;
        }}
        .ego-node circle {{
            stroke-width: 2px;
        }}
        .ego-node.center circle {{
            stroke: #fff;
            stroke-width: 3px;
            filter: drop-shadow(0 0 8px rgba(255,255,255,0.5));
        }}
        .ego-node text {{
            font-size: 10px;
            fill: #fff;
            pointer-events: none;
        }}
        .ego-edge {{
            stroke-opacity: 0.6;
            stroke-width: 1.5;
        }}
    </style>
</head>
<body>
    <div id="container">
        <div class="tabs" id="tabs">
            {tabs_html}
        </div>
        <div class="main-content">
            <div id="left-panel">
                <div id="tree-container"></div>
                <div id="ego-container"></div>
            </div>
            <div id="graph">
                <div class="tooltip" id="tooltip"></div>
            </div>
            <div id="sidebar">
                <h1>匹配图谱</h1>

                <div class="detail-panel active" id="detailPanel">
                    <h3 id="detailTitle">点击节点或边查看详情</h3>
                    <div id="detailContent">
                        <p style="color: #888; font-size: 11px;">点击图中的节点或边，这里会显示详细信息</p>
                    </div>
                </div>

                <div class="legend">
                    <h2>节点</h2>
                    <div class="legend-grid">
                        <div class="legend-item">
                            <div class="legend-color" style="background: #f39c12; border: 2px solid #fff;"></div>
                            <span>灵感点</span>
                        </div>
                        <div class="legend-item">
                            <div class="legend-color" style="background: #3498db; border: 2px solid #fff;"></div>
                            <span>目的点</span>
                        </div>
                        <div class="legend-item">
                            <div class="legend-color" style="background: #9b59b6; border: 2px solid #fff;"></div>
                            <span>关键点</span>
                        </div>
                    </div>
                    <h2>边</h2>
                    <div class="legend-grid">
                        <div class="legend-item">
                            <div class="legend-line" style="background: #e94560;"></div>
                            <span>匹配</span>
                        </div>
                        <div class="legend-item">
                            <div class="legend-line" style="background: #9b59b6;"></div>
                            <span>属于</span>
                        </div>
                        <div class="legend-item">
                            <div class="legend-line" style="background: #2ecc71;"></div>
                            <span>分类共现(跨)</span>
                        </div>
                        <div class="legend-item">
                            <div class="legend-line" style="background: #3498db;"></div>
                            <span>分类共现(内)</span>
                        </div>
                        <div class="legend-item">
                            <div class="legend-line" style="background: #f39c12;"></div>
                            <span>标签共现</span>
                        </div>
                    </div>
                </div>

                <div class="controls">
                    <div class="control-label">视图控制</div>
                    <button onclick="resetZoom()">重置视图</button>
                    <button onclick="toggleLabels()">切换标签</button>
                    <button onclick="toggleCrossLayerEdges()" id="crossLayerBtn">显示跨层边</button>
                    <div class="control-group">
                        <div class="control-label">人设树配置</div>
                        <button onclick="toggleTreeTags()" id="treeTagBtn" class="active">显示标签</button>
                        <select id="treeDepthSelect" onchange="setTreeDepth(this.value)">
                            <option value="0">全部层级</option>
                            <option value="2">2层</option>
                            <option value="3">3层</option>
                            <option value="4">4层</option>
                            <option value="5">5层</option>
                        </select>
                    </div>
                </div>
            </div>
        </div>
    </div>

    <script>
        // 所有帖子的图谱数据
        const allGraphData = {all_graph_data};

        // 完整的人设树数据（所有人设节点和属于边）
        const personaTreeData = {persona_tree_data};

        // 当前选中的帖子索引
        let currentIndex = 0;
        let simulation = null;
        let svg = null;
        let g = null;
        let treeSvg = null;  // 人设树独立SVG
        let treeG = null;    // 人设树group
        let egoSvg = null;   // 关系图独立SVG
        let egoG = null;     // 关系图group
        let zoom = null;
        let showLabels = true;
        let showCrossLayerEdges = false;  // 跨层边默认隐藏
        let isCrossLayerEdge = null;  // 跨层边判断函数（在renderGraph中设置）

        // 人设树配置
        let showTreeTags = true;  // 是否显示标签节点
        let treeMaxDepth = 0;     // 显示的最大层数（0=全部）

        // 切换标签显示
        function toggleTreeTags() {{
            showTreeTags = !showTreeTags;
            const btn = document.getElementById("treeTagBtn");
            btn.textContent = showTreeTags ? "显示标签" : "隐藏标签";
            btn.classList.toggle("active", showTreeTags);
            // 重新渲染当前图谱
            renderGraph(allGraphData[currentIndex]);
        }}

        // 设置树的显示层数
        function setTreeDepth(depth) {{
            treeMaxDepth = parseInt(depth);
            // 重新渲染当前图谱
            renderGraph(allGraphData[currentIndex]);
        }}

        // 初始化
        function init() {{
            const container = document.getElementById("graph");
            const treeContainer = document.getElementById("tree-container");
            const width = container.clientWidth;
            const height = container.clientHeight;

            // 创建圆形层SVG
            svg = d3.select("#graph")
                .append("svg")
                .attr("width", width)
                .attr("height", height);

            g = svg.append("g");

            zoom = d3.zoom()
                .scaleExtent([0.1, 4])
                .on("zoom", (event) => {{
                    g.attr("transform", event.transform);
                }});

            svg.call(zoom);

            // 创建人设树SVG（独立可滚动）
            treeSvg = d3.select("#tree-container")
                .append("svg")
                .attr("width", 400);

            treeG = treeSvg.append("g");

            // 创建关系图SVG（在独立的ego-container中）
            egoSvg = d3.select("#ego-container")
                .append("svg")
                .attr("width", 400)
                .attr("height", 400);

            egoG = egoSvg.append("g");

            // 关系图缩放
            const egoZoom = d3.zoom()
                .scaleExtent([0.3, 3])
                .on("zoom", (event) => {{
                    egoG.attr("transform", event.transform);
                }});

            egoSvg.call(egoZoom);

            // 绑定Tab点击事件
            document.querySelectorAll(".tab").forEach((tab, index) => {{
                tab.addEventListener("click", () => switchTab(index));
            }});

            // 显示第一个帖子
            switchTab(0);
        }}

        // 构建人设树数据（合并为一棵树，根节点为"人设"）
        // showTreeTags: 控制是否显示标签节点
        // treeMaxDepth: 控制树的显示深度（0=全部，2=维度，3=+一层，4=+两层...）
        function buildPersonaTreeData() {{
            const dimensions = ["灵感点", "目的点", "关键点"];
            const dimColors = {{ "灵感点": "#f39c12", "目的点": "#3498db", "关键点": "#9b59b6" }};
            const dimensionChildren = [];
            let totalNodeCount = 0;

            dimensions.forEach(dim => {{
                // 根据 showTreeTags 过滤节点（独立于深度控制）
                let dimNodes = personaTreeData.nodes.filter(n => n.节点层级 === dim);
                if (!showTreeTags) {{
                    dimNodes = dimNodes.filter(n => n.节点类型 !== "标签");
                }}

                if (dimNodes.length === 0) {{
                    const dimNode = {{
                        name: dim,
                        节点名称: dim,
                        isDimension: true,
                        dimColor: dimColors[dim],
                        children: []
                    }};
                    dimensionChildren.push(dimNode);
                    return;
                }}

                const nodeMap = {{}};
                dimNodes.forEach(n => nodeMap[n.节点ID] = {{ ...n, name: n.节点名称, children: [], dimColor: dimColors[dim] }});

                // 只用属于边构建父子关系
                const hierarchyEdgeTypes = ["属于"];
                const hasParent = new Set();
                personaTreeData.edges.forEach(e => {{
                    if (!hierarchyEdgeTypes.includes(e.边类型)) return;  // 跳过非层级边
                    const srcNode = nodeMap[e.源节点ID];
                    const tgtNode = nodeMap[e.目标节点ID];
                    if (srcNode && tgtNode) {{
                        tgtNode.children.push(srcNode);
                        hasParent.add(e.源节点ID);
                    }}
                }});

                const roots = dimNodes.filter(n => !hasParent.has(n.节点ID)).map(n => nodeMap[n.节点ID]);

                const dimNode = {{
                    name: dim,
                    节点名称: dim,
                    isDimension: true,
                    dimColor: dimColors[dim],
                    children: roots
                }};

                dimensionChildren.push(dimNode);
                totalNodeCount += dimNodes.length;
            }});

            // 根节点"人设"
            const rootNode = {{
                name: "人设",
                节点名称: "人设",
                isRoot: true,
                children: dimensionChildren
            }};

            // 根据 treeMaxDepth 截断树深度（0=全部）
            // 深度1=根，深度2=维度，深度3+=子节点
            if (treeMaxDepth > 0) {{
                truncateTree(rootNode, 1, treeMaxDepth);
            }}

            return {{ root: rootNode, nodeCount: totalNodeCount }};
        }}

        // 递归截断树的深度
        function truncateTree(node, currentDepth, maxDepth) {{
            if (currentDepth >= maxDepth) {{
                node.children = [];
                return;
            }}
            if (node.children) {{
                node.children.forEach(child => truncateTree(child, currentDepth + 1, maxDepth));
            }}
        }}

        // 切换Tab
        function switchTab(index) {{
            currentIndex = index;

            // 更新Tab样式
            document.querySelectorAll(".tab").forEach((tab, i) => {{
                tab.classList.toggle("active", i === index);
            }});

            // 更新图谱
            renderGraph(allGraphData[index]);
        }}

        // 渲染图谱
        function renderGraph(data) {{
            // 清空现有图谱
            g.selectAll("*").remove();
            treeG.selectAll("*").remove();
            if (simulation) {{
                simulation.stop();
            }}

            const container = document.getElementById("graph");
            const width = container.clientWidth;

            // 布局配置：人设树在左侧独立容器，右侧是圆形层
            const treeAreaWidth = 400;  // 固定树宽度
            const circleAreaWidth = width - 40;
            const circleAreaCenterX = circleAreaWidth / 2;

            // 准备数据
            const nodes = data.nodes.map(n => ({{
                ...n,
                id: n.节点ID,
                source: n.节点ID.startsWith("帖子_") ? "帖子" : "人设",
                level: n.节点层级
            }}));

            const links = data.edges.map(e => ({{
                ...e,
                source: e.源节点ID,
                target: e.目标节点ID,
                type: e.边类型
            }}));

            // 分离节点类型
            const postNodes = nodes.filter(n => n.source === "帖子");
            const personaNodes = nodes.filter(n => n.source === "人设" && !n.是否扩展);
            const expandedNodes = nodes.filter(n => n.source === "人设" && n.是否扩展);
            const matchLinks = links.filter(l => l.type === "匹配");

            // 构建帖子节点到人设节点的映射
            const postToPersona = {{}};
            const personaToPost = {{}};
            matchLinks.forEach(l => {{
                const sid = typeof l.source === "object" ? l.source.id : l.source;
                const tid = typeof l.target === "object" ? l.target.id : l.target;
                if (!postToPersona[sid]) postToPersona[sid] = [];
                postToPersona[sid].push(tid);
                if (!personaToPost[tid]) personaToPost[tid] = [];
                personaToPost[tid].push(sid);
            }});

            // 找出所有连通分量
            function findConnectedComponents(nodes, links) {{
                const nodeIds = new Set(nodes.map(n => n.id));
                const adj = {{}};
                nodeIds.forEach(id => adj[id] = []);

                links.forEach(l => {{
                    const sid = typeof l.source === "object" ? l.source.id : l.source;
                    const tid = typeof l.target === "object" ? l.target.id : l.target;
                    if (nodeIds.has(sid) && nodeIds.has(tid)) {{
                        adj[sid].push(tid);
                        adj[tid].push(sid);
                    }}
                }});

                const visited = new Set();
                const components = [];

                nodeIds.forEach(startId => {{
                    if (visited.has(startId)) return;

                    const component = [];
                    const queue = [startId];

                    while (queue.length > 0) {{
                        const id = queue.shift();
                        if (visited.has(id)) continue;
                        visited.add(id);
                        component.push(id);
                        adj[id].forEach(neighbor => {{
                            if (!visited.has(neighbor)) queue.push(neighbor);
                        }});
                    }}

                    components.push(component);
                }});

                return components;
            }}

            // 按大小排序连通分量（大的在前）
            const components = findConnectedComponents(nodes, links)
                .sort((a, b) => b.length - a.length);
            console.log(`找到 ${{components.length}} 个连通分量`);

            // 为每个节点分配连通分量ID和分量内的X范围
            const nodeToComponent = {{}};
            const componentCenters = {{}};
            const componentBounds = {{}};
            const padding = 50;  // 分量之间的间距
            const totalPadding = padding * (components.length - 1);
            const availableWidth = width - totalPadding - 100;  // 留边距

            // 根据分量大小分配宽度
            const totalNodes = nodes.length;
            let currentX = 50;  // 起始边距

            components.forEach((comp, i) => {{
                const compWidth = Math.max(150, (comp.length / totalNodes) * availableWidth);
                const centerX = currentX + compWidth / 2;
                componentCenters[i] = centerX;
                componentBounds[i] = {{ start: currentX, end: currentX + compWidth, width: compWidth }};
                comp.forEach(nodeId => {{
                    nodeToComponent[nodeId] = i;
                }});
                currentX += compWidth + padding;
            }});

            // 使用重心法(Barycenter)减少边交叉
            // 迭代优化：交替调整两层节点的顺序

            const nodeTargetX = {{}};
            const personaXMap = {{}};

            // 对每个连通分量单独处理
            components.forEach((comp, compIdx) => {{
                const bounds = componentBounds[compIdx];
                const compPostNodes = postNodes.filter(n => nodeToComponent[n.id] === compIdx);
                const compPersonaNodes = personaNodes.filter(n => nodeToComponent[n.id] === compIdx);

                if (compPostNodes.length === 0 || compPersonaNodes.length === 0) {{
                    // 没有匹配关系的分量，均匀分布
                    const spacing = bounds.width / (comp.length + 1);
                    comp.forEach((nodeId, i) => {{
                        const node = nodes.find(n => n.id === nodeId);
                        if (node) {{
                            node.x = bounds.start + spacing * (i + 1);
                            nodeTargetX[nodeId] = node.x;
                            if (node.source === "人设") personaXMap[nodeId] = node.x;
                        }}
                    }});
                    return;
                }}

                // 初始化：给人设节点一个初始顺序
                let personaOrder = compPersonaNodes.map((n, i) => ({{ node: n, order: i }}));

                // 迭代优化（3轮）
                for (let iter = 0; iter < 3; iter++) {{
                    // 1. 根据人设节点位置，计算帖子节点的重心
                    const postBarycenter = {{}};
                    compPostNodes.forEach(pn => {{
                        const matched = postToPersona[pn.id] || [];
                        if (matched.length > 0) {{
                            const avgOrder = matched.reduce((sum, pid) => {{
                                const po = personaOrder.find(p => p.node.id === pid);
                                return sum + (po ? po.order : 0);
                            }}, 0) / matched.length;
                            postBarycenter[pn.id] = avgOrder;
                        }} else {{
                            postBarycenter[pn.id] = 0;
                        }}
                    }});

                    // 按重心排序帖子节点
                    const sortedPosts = [...compPostNodes].sort((a, b) =>
                        postBarycenter[a.id] - postBarycenter[b.id]
                    );

                    // 2. 根据帖子节点位置，重新计算人设节点的重心
                    const personaBarycenter = {{}};
                    compPersonaNodes.forEach(pn => {{
                        const matched = personaToPost[pn.id] || [];
                        if (matched.length > 0) {{
                            const avgOrder = matched.reduce((sum, pid) => {{
                                const idx = sortedPosts.findIndex(p => p.id === pid);
                                return sum + (idx >= 0 ? idx : 0);
                            }}, 0) / matched.length;
                            personaBarycenter[pn.id] = avgOrder;
                        }} else {{
                            personaBarycenter[pn.id] = personaOrder.find(p => p.node.id === pn.id)?.order || 0;
                        }}
                    }});

                    // 更新人设节点顺序
                    personaOrder = compPersonaNodes
                        .map(n => ({{ node: n, order: personaBarycenter[n.id] }}))
                        .sort((a, b) => a.order - b.order)
                        .map((item, i) => ({{ node: item.node, order: i }}));
                }}

                // 最终排序
                const finalPersonaOrder = personaOrder.map(p => p.node);
                const postBarycenter = {{}};
                compPostNodes.forEach(pn => {{
                    const matched = postToPersona[pn.id] || [];
                    if (matched.length > 0) {{
                        const avgOrder = matched.reduce((sum, pid) => {{
                            const idx = finalPersonaOrder.findIndex(n => n.id === pid);
                            return sum + (idx >= 0 ? idx : 0);
                        }}, 0) / matched.length;
                        postBarycenter[pn.id] = avgOrder;
                    }} else {{
                        postBarycenter[pn.id] = 0;
                    }}
                }});
                const finalPostOrder = [...compPostNodes].sort((a, b) =>
                    postBarycenter[a.id] - postBarycenter[b.id]
                );

                // 设置位置
                const personaSpacing = bounds.width / (finalPersonaOrder.length + 1);
                finalPersonaOrder.forEach((n, i) => {{
                    n.x = bounds.start + personaSpacing * (i + 1);
                    nodeTargetX[n.id] = n.x;
                    personaXMap[n.id] = n.x;
                }});

                const postSpacing = bounds.width / (finalPostOrder.length + 1);
                finalPostOrder.forEach((n, i) => {{
                    // 帖子节点用重心位置（匹配人设的平均X）
                    const matched = postToPersona[n.id] || [];
                    if (matched.length > 0) {{
                        const avgX = matched.reduce((sum, pid) => sum + (personaXMap[pid] || bounds.start + bounds.width/2), 0) / matched.length;
                        n.x = avgX;
                    }} else {{
                        n.x = bounds.start + postSpacing * (i + 1);
                    }}
                    nodeTargetX[n.id] = n.x;
                }});
            }});

            // 节点颜色
            const levelColors = {{
                "灵感点": "#f39c12",
                "目的点": "#3498db",
                "关键点": "#9b59b6"
            }};

            // 获取节点的层级编号（三层结构）
            function getNodeLayer(d) {{
                if (d.source === "帖子") {{
                    return d.节点类型 === "点" ? 0 : 1;  // 点=0, 标签=1
                }}
                return 2;  // 人设（标签+分类）都在层2
            }}

            // 统计每层节点数量（三层结构）
            const layerCounts = {{0: 0, 1: 0, 2: 0}};
            nodes.forEach(n => {{
                const layer = getNodeLayer(n);
                layerCounts[layer]++;
            }});
            console.log("每层节点数:", layerCounts);

            // 根据节点数量计算每层圆的半径
            const minRadius = 80;
            const maxRadius = Math.min(circleAreaWidth / 2 - 30, 350);
            const nodeSpacing = 70;

            function calcRadius(nodeCount) {{
                if (nodeCount <= 1) return minRadius;
                const circumference = nodeCount * nodeSpacing;
                const r = circumference / (2 * Math.PI);
                return Math.max(minRadius, Math.min(maxRadius, r));
            }}

            const layerRadius = {{
                0: calcRadius(layerCounts[0]),
                1: calcRadius(layerCounts[1]),
                2: calcRadius(layerCounts[2])
            }};
            console.log("每层半径:", layerRadius);

            // 计算三层的高度和圆心Y坐标（关系图移到左侧）
            const layerPadding = 50;
            const layerHeights = {{
                0: layerRadius[0] * 2 + layerPadding,
                1: layerRadius[1] * 2 + layerPadding,
                2: layerRadius[2] * 2 + layerPadding
            }};

            // 获取人设树数据（单棵树）
            const personaTree = buildPersonaTreeData();
            // 树高度自适应：根据节点数量，每个节点约12px，最小800
            const treeHeight = Math.max(800, personaTree.nodeCount * 12 + 150);

            // 关系图配置（放在树下方）
            const egoRadius = 180;
            const egoAreaHeight = egoRadius * 2 + 80;

            // 计算总高度（取圆形和树+关系图的最大值）
            const circleHeight = layerHeights[0] + layerHeights[1] + layerHeights[2];
            const height = Math.max(circleHeight + 100, treeHeight + 80, container.clientHeight);

            // 计算每层圆心坐标（在右侧区域）
            const layerCenterX = {{}};
            const layerCenterY = {{}};

            let currentY = layerRadius[0] + layerPadding / 2 + 30;
            layerCenterY[0] = currentY;
            layerCenterX[0] = circleAreaCenterX;
            currentY += layerRadius[0] + layerPadding + layerRadius[1];
            layerCenterY[1] = currentY;
            layerCenterX[1] = circleAreaCenterX;
            currentY += layerRadius[1] + layerPadding + layerRadius[2];
            layerCenterY[2] = currentY;
            layerCenterX[2] = circleAreaCenterX;

            console.log("每层圆心X:", layerCenterX);
            console.log("每层圆心Y:", layerCenterY);

            // 更新SVG高度
            svg.attr("height", height);

            // 获取节点的基准Y（层圆心）
            function getNodeBaseY(d) {{
                const layer = getNodeLayer(d);
                return layerCenterY[layer];
            }}

            // 获取节点的基准X（层圆心）
            function getNodeBaseX(d) {{
                const layer = getNodeLayer(d);
                return layerCenterX[layer];
            }}

            // 层边界配置（不再使用）
            const layerBounds = {{}};

            // 自定义层内排斥力（只对同层节点生效，尽量分散）
            function forceIntraLayerRepulsion(strength) {{
                let nodes;

                function force(alpha) {{
                    for (let i = 0; i < nodes.length; i++) {{
                        const nodeA = nodes[i];
                        const layerA = getNodeLayer(nodeA);

                        for (let j = i + 1; j < nodes.length; j++) {{
                            const nodeB = nodes[j];
                            const layerB = getNodeLayer(nodeB);

                            // 只对同层节点施加排斥力
                            if (layerA !== layerB) continue;

                            const dx = nodeB.x - nodeA.x;
                            const dy = nodeB.y - nodeA.y;
                            const dist = Math.sqrt(dx * dx + dy * dy) || 1;
                            const minDist = 150;  // 增大最小距离，让节点更分散

                            if (dist < minDist) {{
                                // 排斥力随距离衰减，但基础强度更大
                                const pushStrength = strength * alpha * (minDist - dist) / dist * 2;
                                const px = dx * pushStrength;
                                const py = dy * pushStrength;

                                nodeA.vx -= px;
                                nodeA.vy -= py;
                                nodeB.vx += px;
                                nodeB.vy += py;
                            }}
                        }}
                    }}
                }}

                force.initialize = function(_) {{
                    nodes = _;
                }};

                return force;
            }}

            // 层圆的半径（使用动态计算的 layerRadius）
            // layerRadius 和 layerCenterY 已在前面定义

            // 层边界约束力（把节点限制在层内）
            function forceLayerBoundary() {{
                let nodes;

                function force(alpha) {{
                    nodes.forEach(node => {{
                        const layer = getNodeLayer(node);
                        const centerX = layerCenterX[layer];
                        const centerY = layerCenterY[layer];

                        // 使用圆形边界
                        const maxRadius = layerRadius[layer] - 15;

                        // 计算到圆心的距离
                        const dx = node.x - centerX;
                        const dy = node.y - centerY;
                        const dist = Math.sqrt(dx * dx + dy * dy);

                        // 如果超出圆形边界，拉回来
                        if (dist > maxRadius) {{
                            const scale = maxRadius / dist;
                            node.x = centerX + dx * scale;
                            node.y = centerY + dy * scale;

                            // 阻止继续向外运动
                            const angle = Math.atan2(dy, dx);
                            const vOutward = node.vx * Math.cos(angle) + node.vy * Math.sin(angle);
                            if (vOutward > 0) {{
                                node.vx -= vOutward * Math.cos(angle);
                                node.vy -= vOutward * Math.sin(angle);
                            }}
                        }}
                    }});
                }}

                force.initialize = function(_) {{
                    nodes = _;
                }};

                return force;
            }}

            // 层内圆形布局力（让同层节点围绕圆心分布）
            function forceCircularLayout(strength) {{
                let nodes;

                function force(alpha) {{
                    // 按层分组（三层）
                    const layerNodes = {{0: [], 1: [], 2: []}};
                    nodes.forEach(node => {{
                        const layer = getNodeLayer(node);
                        layerNodes[layer].push(node);
                    }});

                    // 对每层计算布局
                    Object.entries(layerNodes).forEach(([layerIdx, layerGroup]) => {{
                        if (layerGroup.length === 0) return;

                        const layer = parseInt(layerIdx);
                        const centerX = layerCenterX[layer];
                        const centerY = layerCenterY[layer];

                        // 使用圆形布局
                        const nodeRadius = layerRadius[layer] - 20;

                        if (layerGroup.length === 1) {{
                            // 单个节点放在圆心
                            const node = layerGroup[0];
                            node.vx += (centerX - node.x) * strength * alpha;
                            node.vy += (centerY - node.y) * strength * alpha;
                            return;
                        }}

                        // 按角度排序节点（保持相对位置稳定）
                        layerGroup.forEach(node => {{
                            node._angle = Math.atan2(node.y - centerY, node.x - centerX);
                        }});
                        layerGroup.sort((a, b) => a._angle - b._angle);

                        // 均匀分布在圆周上
                        const angleStep = (2 * Math.PI) / layerGroup.length;
                        layerGroup.forEach((node, i) => {{
                            const angle = -Math.PI / 2 + i * angleStep;  // 从顶部开始
                            const idealX = centerX + nodeRadius * Math.cos(angle);
                            const idealY = centerY + nodeRadius * Math.sin(angle);

                            node.vx += (idealX - node.x) * strength * alpha;
                            node.vy += (idealY - node.y) * strength * alpha;
                        }});
                    }});
                }}

                force.initialize = function(_) {{
                    nodes = _;
                }};

                return force;
            }}

            // 力导向模拟
            simulation = d3.forceSimulation(nodes)
                // 连线力（跨层连接）
                .force("link", d3.forceLink(links).id(d => d.id)
                    .distance(d => {{
                        // 跨层连线距离
                        if (d.type === "匹配" || d.type === "属于") {{
                            return 150;  // 跨层边
                        }}
                        return 60;  // 同层边
                    }})
                    .strength(d => {{
                        // 跨层边力度弱一些，不要拉扯节点出层
                        if (d.type === "匹配" || d.type === "属于") {{
                            return 0.03;
                        }}
                        return 0.1;
                    }}))
                // X方向：轻微拉向各层中心
                .force("x", d3.forceX(d => getNodeBaseX(d)).strength(0.02))
                // Y方向：轻微拉向层中心
                .force("y", d3.forceY(d => getNodeBaseY(d)).strength(0.02))
                // 层内碰撞检测
                .force("collision", d3.forceCollide().radius(30))
                // 层内排斥力（同层节点相互排斥）
                .force("intraLayer", forceIntraLayerRepulsion(0.8))
                // 层内布局（圆形或树状）
                .force("circularLayout", forceCircularLayout(0.15))
                // 层边界约束（节点不能跑出层，硬约束）
                .force("boundary", forceLayerBoundary());

            // 边类型到CSS类的映射
            const edgeTypeClass = {{
                "匹配": "match",
                "分类共现（跨点）": "category-cross",
                "分类共现（点内）": "category-intra",
                "标签共现": "tag-cooccur",
                "属于": "belong",
                "包含": "contain",
                // 镜像边（帖子节点之间，虚线）
                "镜像_分类共现（跨点）": "mirror-category-cross",
                "镜像_分类共现（点内）": "mirror-category-intra",
                "镜像_标签共现": "mirror-tag-cooccur",
                "镜像_属于": "mirror-belong",
                "镜像_包含": "mirror-contain"
            }};

            // 获取边的CSS类（处理二阶边，映射到对应的镜像边样式）
            function getEdgeClass(edgeType) {{
                if (edgeTypeClass[edgeType]) return edgeTypeClass[edgeType];
                // 二阶边映射到对应的镜像边样式（颜色相同，都用虚线）
                if (edgeType.startsWith("二阶_")) {{
                    const originalType = edgeType.replace("二阶_", "");
                    const mirrorType = "镜像_" + originalType;
                    if (edgeTypeClass[mirrorType]) return edgeTypeClass[mirrorType];
                }}
                return "match";
            }}

            // 绘制层背景（圆形，使用动态大小）
            const layerBg = g.append("g").attr("class", "layer-backgrounds");

            // 层配置：名称、颜色（三层圆，关系图在左侧）
            const layerConfig = [
                {{ name: "帖子点", layer: 0, color: "rgba(243, 156, 18, 0.08)", stroke: "rgba(243, 156, 18, 0.3)" }},
                {{ name: "帖子标签", layer: 1, color: "rgba(52, 152, 219, 0.08)", stroke: "rgba(52, 152, 219, 0.3)" }},
                {{ name: "人设", layer: 2, color: "rgba(155, 89, 182, 0.08)", stroke: "rgba(155, 89, 182, 0.3)" }}
            ];

            // 绘制三层圆形背景
            layerConfig.forEach(cfg => {{
                const cx = layerCenterX[cfg.layer];
                const cy = layerCenterY[cfg.layer];
                const r = layerRadius[cfg.layer];

                layerBg.append("circle")
                    .attr("cx", cx)
                    .attr("cy", cy)
                    .attr("r", r)
                    .attr("fill", cfg.color)
                    .attr("stroke", cfg.stroke)
                    .attr("stroke-width", 2);

                // 层标签（圆的左侧）
                layerBg.append("text")
                    .attr("x", cx - r - 15)
                    .attr("y", cy)
                    .attr("dy", "0.35em")
                    .attr("fill", "rgba(255,255,255,0.5)")
                    .attr("font-size", "13px")
                    .attr("font-weight", "bold")
                    .attr("text-anchor", "end")
                    .text(cfg.name);
            }});

            // 绘制左侧人设树（在独立的treeSvg中）
            const dimColors = {{ "灵感点": "#f39c12", "目的点": "#3498db", "关键点": "#9b59b6" }};

            // 更新树SVG高度
            treeSvg.attr("height", treeHeight + 50);

            const treeGroup = treeG.append("g")
                .attr("class", "persona-tree")
                .attr("transform", `translate(15, 25)`);

            // 设置关系图SVG
            egoG.selectAll("*").remove();

            const egoDisplayRadius = 180;
            const egoCenterGroup = egoG.append("g")
                .attr("class", "ego-center")
                .attr("transform", `translate(200, 210)`);

            // 关系图背景圆
            egoCenterGroup.append("circle")
                .attr("class", "ego-background")
                .attr("r", egoDisplayRadius)
                .attr("fill", "rgba(233, 69, 96, 0.08)")
                .attr("stroke", "rgba(233, 69, 96, 0.3)")
                .attr("stroke-width", 2);

            // 关系图标题
            egoCenterGroup.append("text")
                .attr("class", "ego-title")
                .attr("y", -egoDisplayRadius - 10)
                .attr("text-anchor", "middle")
                .attr("fill", "rgba(255,255,255,0.5)")
                .attr("font-size", "13px")
                .attr("font-weight", "bold")
                .text("关系图");

            // 关系图内容组
            egoCenterGroup.append("g")
                .attr("class", "ego-graph-content");

            // 绘制背景矩形
            treeGroup.append("rect")
                .attr("x", -5)
                .attr("y", -10)
                .attr("width", treeAreaWidth - 20)
                .attr("height", treeHeight - 20)
                .attr("rx", 8)
                .attr("fill", "rgba(100, 100, 100, 0.08)")
                .attr("stroke", "rgba(150, 150, 150, 0.2)")
                .attr("stroke-width", 1);

            // D3树布局 - 宽度留出边距给标签
            const treeLayout = d3.tree()
                .size([treeHeight - 50, treeAreaWidth - 70]);

            const root = d3.hierarchy(personaTree.root);
            treeLayout(root);

            // 获取节点颜色（根据维度）
            function getNodeColor(d) {{
                if (d.data.isRoot) return "#e94560";  // 根节点红色
                if (d.data.isDimension) return d.data.dimColor;  // 维度节点用维度颜色
                return d.data.dimColor || "#888";  // 分类节点继承维度颜色
            }}

            // 构建节点ID到D3节点的映射（用于绘制原始边和高亮）
            const treeNodeById = {{}};
            root.descendants().forEach(d => {{
                if (d.data.节点ID) {{
                    treeNodeById[d.data.节点ID] = d;
                }}
            }});

            // 边类型颜色和样式
            const treeEdgeColors = {{
                "分类层级": "#2ecc71",       // 绿色 - 分类的层级关系
                "属于": "#9b59b6",           // 紫色 - 标签属于分类
                "包含": "#8e44ad",           // 深紫 - 分类包含标签
                "分类共现（跨点）": "#2ecc71", // 绿色 - 跨帖子分类共现
                "分类共现（点内）": "#3498db", // 蓝色 - 同帖子分类共现
                "标签共现": "#f39c12"        // 橙色 - 标签共现
            }};
            const treeEdgeDash = {{
                "分类层级": "none",
                "属于": "3,2",
                "包含": "3,2",
                "分类共现（跨点）": "5,3",
                "分类共现（点内）": "5,3",
                "标签共现": "2,2"
            }};

            // 只保留"属于"边用于树的展示（其他边用专门子图展示）
            const visibleTreeEdges = personaTreeData.edges.filter(e => {{
                return e.边类型 === "属于" && treeNodeById[e.源节点ID] && treeNodeById[e.目标节点ID];
            }});

            // 添加树结构边（根节点->维度，维度->子节点）
            root.links().forEach(link => {{
                visibleTreeEdges.push({{
                    源节点ID: link.source.data.节点ID || link.source.data.name,
                    目标节点ID: link.target.data.节点ID || link.target.data.name,
                    边类型: "属于",
                    isTreeLink: true,
                    sourceNode: link.source,
                    targetNode: link.target
                }});
            }});

            // 绘制原始边（分类层级、标签属于）
            const treeEdgeGroup = treeGroup.append("g").attr("class", "tree-edges");

            // 先绘制可见边
            const treeEdges = treeEdgeGroup.selectAll(".tree-edge")
                .data(visibleTreeEdges)
                .join("path")
                .attr("class", "tree-edge")
                .attr("fill", "none")
                .attr("stroke", "#9b59b6")  // 属于边用紫色
                .attr("stroke-opacity", 0.3)
                .attr("stroke-width", 1)
                .attr("d", d => {{
                    const source = d.isTreeLink ? d.sourceNode : treeNodeById[d.源节点ID];
                    const target = d.isTreeLink ? d.targetNode : treeNodeById[d.目标节点ID];
                    if (!source || !target) return "";
                    const midX = (source.y + target.y) / 2;
                    return `M${{source.y}},${{source.x}} C${{midX}},${{source.x}} ${{midX}},${{target.x}} ${{target.y}},${{target.x}}`;
                }});

            // 绘制透明的热区边（便于点击）
            const treeEdgeHitareas = treeEdgeGroup.selectAll(".tree-edge-hitarea")
                .data(visibleTreeEdges)
                .join("path")
                .attr("class", "tree-edge-hitarea")
                .attr("fill", "none")
                .attr("stroke", "transparent")
                .attr("stroke-width", 12)
                .style("cursor", "pointer")
                .attr("d", d => {{
                    const source = d.isTreeLink ? d.sourceNode : treeNodeById[d.源节点ID];
                    const target = d.isTreeLink ? d.targetNode : treeNodeById[d.目标节点ID];
                    if (!source || !target) return "";
                    const midX = (source.y + target.y) / 2;
                    return `M${{source.y}},${{source.x}} C${{midX}},${{source.x}} ${{midX}},${{target.x}} ${{target.y}},${{target.x}}`;
                }})
                .on("click", (event, d) => {{
                    event.stopPropagation();
                    // 调用共享的边点击处理函数
                    handleEdgeClick(d.源节点ID, d.目标节点ID, d.边类型);
                }});

            // 绘制节点
            const treeNodes = treeGroup.selectAll(".tree-node")
                .data(root.descendants())
                .join("g")
                .attr("class", "tree-node")
                .attr("transform", d => `translate(${{d.y}},${{d.x}})`)
                .style("cursor", "pointer")
                .on("click", (event, d) => {{
                    event.stopPropagation();
                    // 调用共享的节点点击处理函数
                    handleNodeClick(d.data.节点ID, d.data.节点名称 || d.data.name);
                }});

            // 节点形状：根节点/维度=圆形，分类=正方形，标签=圆形
            // 统一实心填充维度颜色
            treeNodes.each(function(d) {{
                const el = d3.select(this);
                const nodeType = d.data.节点类型;
                const isRoot = d.data.isRoot;
                const isDimension = d.data.isDimension;
                const nodeColor = getNodeColor(d);

                if (nodeType === "分类") {{
                    // 分类节点：正方形，实心填充
                    el.append("rect")
                        .attr("class", "tree-shape")
                        .attr("x", -4)
                        .attr("y", -4)
                        .attr("width", 8)
                        .attr("height", 8)
                        .attr("rx", 1)
                        .attr("fill", nodeColor)
                        .attr("stroke", "rgba(255,255,255,0.5)")
                        .attr("stroke-width", 1);
                }} else {{
                    // 根节点、维度节点、标签节点：圆形，实心填充
                    const radius = isRoot ? 6 : (isDimension ? 5 : 3);
                    el.append("circle")
                        .attr("class", "tree-shape")
                        .attr("r", radius)
                        .attr("fill", nodeColor)
                        .attr("stroke", "rgba(255,255,255,0.5)")
                        .attr("stroke-width", 1);
                }}
            }});

            // 节点标签
            treeNodes.append("text")
                .attr("dy", "0.31em")
                .attr("x", d => d.children ? -8 : 8)
                .attr("text-anchor", d => d.children ? "end" : "start")
                .attr("fill", d => (d.data.isRoot || d.data.isDimension) ? getNodeColor(d) : "#bbb")
                .attr("font-size", d => d.data.isRoot ? "11px" : (d.data.isDimension ? "10px" : "8px"))
                .attr("font-weight", d => (d.data.isRoot || d.data.isDimension) ? "bold" : "normal")
                .text(d => d.data.name);

            // 重置树高亮状态的函数
            function resetTreeHighlight() {{
                treeGroup.selectAll(".tree-node")
                    .classed("tree-dimmed", false)
                    .classed("tree-highlighted", false);

                // 重置所有形状（圆形和方形）- 统一实心填充
                treeGroup.selectAll(".tree-node .tree-shape")
                    .attr("fill", d => getNodeColor(d))
                    .attr("stroke", "rgba(255,255,255,0.5)")
                    .attr("stroke-opacity", 1)
                    .attr("opacity", 1);

                treeGroup.selectAll(".tree-node text")
                    .attr("fill", d => (d.data.isRoot || d.data.isDimension) ? getNodeColor(d) : "#bbb")
                    .attr("opacity", 1);

                // 重置边样式
                treeGroup.selectAll(".tree-edge")
                    .attr("stroke-opacity", 0.3)
                    .attr("stroke-width", 1);
            }}

            // 重置右侧图高亮状态的函数
            function resetGraphHighlight() {{
                g.selectAll(".node").classed("dimmed", false).classed("highlighted", false);
                g.selectAll(".link-group").classed("dimmed", false).classed("highlighted", false);
            }}

            // 点击树背景也取消高亮
            treeGroup.select("rect").on("click", function(event) {{
                event.stopPropagation();
                resetTreeHighlight();
                resetGraphHighlight();
                clearEgoGraph();
                closeDetailPanel();
            }});

            // 创建边的容器
            const linkGroup = g.append("g").attr("class", "links");

            // 为每条边创建组
            const linkG = linkGroup.selectAll("g")
                .data(links)
                .join("g")
                .attr("class", "link-group");

            // 绘制点击热区（透明宽线）
            const linkHitarea = linkG.append("line")
                .attr("class", "link-hitarea");

            // 绘制可见的边
            const link = linkG.append("line")
                .attr("class", d => "link " + getEdgeClass(d.type))
                .attr("stroke-width", d => d.type === "匹配" ? 2.5 : 1.5);

            // 判断是否为跨层边（根据源和目标节点的层级）- 赋值给全局变量
            isCrossLayerEdge = function(d) {{
                const sourceNode = typeof d.source === "object" ? d.source : nodes.find(n => n.id === d.source);
                const targetNode = typeof d.target === "object" ? d.target : nodes.find(n => n.id === d.target);
                if (!sourceNode || !targetNode) return false;
                return getNodeLayer(sourceNode) !== getNodeLayer(targetNode);
            }};

            // 设置跨层边的初始可见性（默认隐藏）
            linkG.each(function(d) {{
                if (isCrossLayerEdge(d) && !showCrossLayerEdges) {{
                    d3.select(this).style("display", "none");
                }}
            }});

            // 为匹配边添加分数标签
            const edgeLabels = linkG.filter(d => d.type === "匹配" && d.边详情 && d.边详情.相似度)
                .append("g")
                .attr("class", "edge-label-group");

            edgeLabels.append("rect")
                .attr("class", "edge-label-bg")
                .attr("rx", 3)
                .attr("ry", 3);

            edgeLabels.append("text")
                .attr("class", "edge-label")
                .text(d => {{
                    const score = d.边详情.相似度;
                    return typeof score === "number" ? score.toFixed(2) : score;
                }});

            // 边的点击事件
            linkHitarea.on("click", (event, d, i) => {{
                event.stopPropagation();
                const linkIndex = links.indexOf(d);
                highlightEdge(d, linkIndex);
                showEdgeInfo(d);
            }})
            .on("mouseover", function(event, d) {{
                d3.select(this.parentNode).select(".link")
                    .attr("stroke-opacity", 1)
                    .attr("stroke-width", 4);
            }})
            .on("mouseout", function(event, d) {{
                d3.select(this.parentNode).select(".link")
                    .attr("stroke-opacity", 0.7)
                    .attr("stroke-width", d.type === "匹配" ? 2.5 : 1.5);
            }});

            // 绘制节点
            const node = g.append("g")
                .selectAll("g")
                .data(nodes)
                .join("g")
                .attr("class", "node")
                .call(d3.drag()
                    .on("start", dragstarted)
                    .on("drag", dragged)
                    .on("end", dragended));

            // 根据节点类型绘制不同形状
            // - 点节点（帖子点）：六边形
            // - 标签节点：圆形
            // - 分类节点：方形
            // 帖子标签用虚线，人设标签用实线
            node.each(function(d) {{
                const el = d3.select(this);
                const isPointNode = d.节点类型 === "点";
                const isPostNode = d.source === "帖子";

                // 节点大小
                let size;
                if (isPointNode) {{
                    size = 16;  // 点节点最大
                }} else if (isPostNode) {{
                    size = 12;  // 帖子标签
                }} else {{
                    size = 10;  // 人设标签
                }}

                const fill = levelColors[d.level] || "#666";
                const nodeClass = isPostNode
                    ? (isPointNode ? "post-point-node" : "post-node")
                    : "persona-node";

                if (isPointNode) {{
                    // 六边形（点节点）
                    const hexPoints = [];
                    for (let i = 0; i < 6; i++) {{
                        const angle = (i * 60 - 30) * Math.PI / 180;
                        hexPoints.push([size * Math.cos(angle), size * Math.sin(angle)]);
                    }}
                    el.append("polygon")
                        .attr("points", hexPoints.map(p => p.join(",")).join(" "))
                        .attr("fill", fill)
                        .attr("class", nodeClass);
                }} else if (d.节点类型 === "分类") {{
                    // 方形（分类节点）
                    el.append("rect")
                        .attr("width", size * 2)
                        .attr("height", size * 2)
                        .attr("x", -size)
                        .attr("y", -size)
                        .attr("fill", fill)
                        .attr("class", nodeClass)
                        .attr("rx", 3);
                }} else {{
                    // 圆形（标签节点）
                    el.append("circle")
                        .attr("r", size)
                        .attr("fill", fill)
                        .attr("class", nodeClass);
                }}
            }});

            const labels = node.append("text")
                .attr("dx", 15)
                .attr("dy", 4)
                .text(d => d.节点名称)
                .style("display", showLabels ? "block" : "none");

            // 工具提示
            const tooltip = d3.select("#tooltip");

            node.on("mouseover", (event, d) => {{
                let html = `<strong>${{d.节点名称}}</strong><br/>类型: ${{d.节点类型}}<br/>层级: ${{d.节点层级}}`;
                // 点节点显示描述
                if (d.描述) {{
                    html += `<br/><br/><em style="font-size:10px;color:#aaa">${{d.描述.slice(0, 100)}}${{d.描述.length > 100 ? '...' : ''}}</em>`;
                }}
                tooltip.style("display", "block").html(html);
            }})
            .on("mousemove", (event) => {{
                tooltip.style("left", (event.pageX + 15) + "px")
                    .style("top", (event.pageY - 10) + "px");
            }})
            .on("mouseout", () => {{
                tooltip.style("display", "none");
            }})
            .on("click", (event, d) => {{
                event.stopPropagation();
                highlightNode(d);
                showNodeInfo(d);
            }});

            // 更新位置
            simulation.on("tick", () => {{
                // 更新热区线
                linkHitarea
                    .attr("x1", d => d.source.x)
                    .attr("y1", d => d.source.y)
                    .attr("x2", d => d.target.x)
                    .attr("y2", d => d.target.y);

                // 更新可见边
                link
                    .attr("x1", d => d.source.x)
                    .attr("y1", d => d.source.y)
                    .attr("x2", d => d.target.x)
                    .attr("y2", d => d.target.y);

                // 更新边标签位置（放在边的中点）
                edgeLabels.attr("transform", d => {{
                    const midX = (d.source.x + d.target.x) / 2;
                    const midY = (d.source.y + d.target.y) / 2;
                    return `translate(${{midX}},${{midY}})`;
                }});

                // 更新标签背景大小
                edgeLabels.each(function(d) {{
                    const textEl = d3.select(this).select("text").node();
                    if (textEl) {{
                        const bbox = textEl.getBBox();
                        d3.select(this).select("rect")
                            .attr("x", bbox.x - 3)
                            .attr("y", bbox.y - 1)
                            .attr("width", bbox.width + 6)
                            .attr("height", bbox.height + 2);
                    }}
                }});

                node.attr("transform", d => `translate(${{d.x}},${{d.y}})`);
            }});

            // 拖拽函数
            function dragstarted(event, d) {{
                if (!event.active) simulation.alphaTarget(0.3).restart();
                d.fx = d.x;
                d.fy = d.y;
            }}

            function dragged(event, d) {{
                d.fx = event.x;
                d.fy = event.y;
            }}

            function dragended(event, d) {{
                if (!event.active) simulation.alphaTarget(0);
                d.fx = null;
                d.fy = null;
            }}

            // 清除所有高亮
            function clearHighlight() {{
                node.classed("dimmed", false).classed("highlighted", false);
                linkG.classed("dimmed", false).classed("highlighted", false);

                // 恢复跨层边的可见性状态（根据全局开关）
                linkG.each(function(d) {{
                    if (isCrossLayerEdge(d)) {{
                        d3.select(this).style("display", showCrossLayerEdges ? "block" : "none");
                    }}
                }});
            }}

            // 高亮指定的节点和边
            function highlightElements(highlightNodeIds, highlightLinkIndices) {{
                // 先灰化所有
                node.classed("dimmed", true).classed("highlighted", false);
                linkG.classed("dimmed", true).classed("highlighted", false);

                // 高亮指定节点
                node.filter(d => highlightNodeIds.has(d.id))
                    .classed("dimmed", false)
                    .classed("highlighted", true);

                // 高亮指定边
                linkG.filter((d, i) => highlightLinkIndices.has(i))
                    .classed("dimmed", false)
                    .classed("highlighted", true);
            }}

            // 点击节点时的高亮逻辑
            function highlightNode(clickedNode) {{
                const highlightNodeIds = new Set([clickedNode.id]);
                const highlightLinkIndices = new Set();

                links.forEach((link, i) => {{
                    const sourceId = typeof link.source === "object" ? link.source.id : link.source;
                    const targetId = typeof link.target === "object" ? link.target.id : link.target;

                    // 与点击节点直接相连的边
                    if (sourceId === clickedNode.id || targetId === clickedNode.id) {{
                        highlightLinkIndices.add(i);
                        highlightNodeIds.add(sourceId);
                        highlightNodeIds.add(targetId);

                        // 如果是帖子节点，还要高亮对应的镜像边
                        if (clickedNode.source === "帖子") {{
                            // 找到通过该帖子连接的其他帖子（镜像边）
                            links.forEach((otherLink, j) => {{
                                const otherType = otherLink.type;
                                if (otherType.startsWith("镜像_") || otherType.startsWith("二阶_")) {{
                                    const oSrc = typeof otherLink.source === "object" ? otherLink.source.id : otherLink.source;
                                    const oTgt = typeof otherLink.target === "object" ? otherLink.target.id : otherLink.target;
                                    if (oSrc === clickedNode.id || oTgt === clickedNode.id) {{
                                        highlightLinkIndices.add(j);
                                        highlightNodeIds.add(oSrc);
                                        highlightNodeIds.add(oTgt);
                                    }}
                                }}
                            }});
                        }}
                    }}
                }});

                // 高亮相关的节点和边
                highlightElements(highlightNodeIds, highlightLinkIndices);

                // 临时显示关联的跨层边（即使全局开关是关闭的）
                linkG.each(function(d, i) {{
                    if (highlightLinkIndices.has(i)) {{
                        d3.select(this).style("display", "block");
                    }}
                }});
            }}

            // 点击边时的高亮逻辑
            function highlightEdge(clickedLink, clickedIndex) {{
                const highlightNodeIds = new Set();
                const highlightLinkIndices = new Set([clickedIndex]);

                const sourceId = typeof clickedLink.source === "object" ? clickedLink.source.id : clickedLink.source;
                const targetId = typeof clickedLink.target === "object" ? clickedLink.target.id : clickedLink.target;

                highlightNodeIds.add(sourceId);
                highlightNodeIds.add(targetId);

                // 如果是二阶边，显示完整路径
                if (clickedLink.type.startsWith("二阶_") && clickedLink.边详情) {{
                    const detail = clickedLink.边详情;
                    // 分类节点
                    if (detail.分类节点1) highlightNodeIds.add(detail.分类节点1);
                    if (detail.分类节点2) highlightNodeIds.add(detail.分类节点2);
                    // 标签节点
                    if (detail.标签节点1) highlightNodeIds.add(detail.标签节点1);
                    if (detail.标签节点2) highlightNodeIds.add(detail.标签节点2);

                    // 找出路径上的边
                    links.forEach((link, i) => {{
                        const lSrc = typeof link.source === "object" ? link.source.id : link.source;
                        const lTgt = typeof link.target === "object" ? link.target.id : link.target;

                        // 帖子->标签 的匹配边
                        if (link.type === "匹配") {{
                            if ((lSrc === sourceId && lTgt === detail.标签节点1) ||
                                (lSrc === targetId && lTgt === detail.标签节点2)) {{
                                highlightLinkIndices.add(i);
                            }}
                        }}
                        // 标签->分类 的属于边
                        if (link.type === "属于") {{
                            if ((lSrc === detail.标签节点1 && lTgt === detail.分类节点1) ||
                                (lSrc === detail.标签节点2 && lTgt === detail.分类节点2)) {{
                                highlightLinkIndices.add(i);
                            }}
                        }}
                        // 分类之间的边
                        if ((lSrc === detail.分类节点1 && lTgt === detail.分类节点2) ||
                            (lSrc === detail.分类节点2 && lTgt === detail.分类节点1)) {{
                            highlightLinkIndices.add(i);
                        }}
                    }});
                }}
                // 如果是镜像边，显示对应的人设边
                else if (clickedLink.type.startsWith("镜像_") && clickedLink.边详情) {{
                    const detail = clickedLink.边详情;
                    if (detail.源人设节点) highlightNodeIds.add(detail.源人设节点);
                    if (detail.目标人设节点) highlightNodeIds.add(detail.目标人设节点);

                    // 找出对应的人设边和匹配边
                    links.forEach((link, i) => {{
                        const lSrc = typeof link.source === "object" ? link.source.id : link.source;
                        const lTgt = typeof link.target === "object" ? link.target.id : link.target;

                        // 匹配边
                        if (link.type === "匹配") {{
                            if ((lSrc === sourceId && lTgt === detail.源人设节点) ||
                                (lSrc === targetId && lTgt === detail.目标人设节点)) {{
                                highlightLinkIndices.add(i);
                            }}
                        }}
                        // 人设边
                        if ((lSrc === detail.源人设节点 && lTgt === detail.目标人设节点) ||
                            (lSrc === detail.目标人设节点 && lTgt === detail.源人设节点)) {{
                            highlightLinkIndices.add(i);
                        }}
                    }});
                }}

                // 高亮相关的节点和边
                highlightElements(highlightNodeIds, highlightLinkIndices);

                // 临时显示关联的跨层边（即使全局开关是关闭的）
                linkG.each(function(d, i) {{
                    if (highlightLinkIndices.has(i)) {{
                        d3.select(this).style("display", "block");
                    }}
                }});
            }}

            // 点击空白处清除高亮（合并所有空白点击逻辑）
            svg.on("click", (event) => {{
                // 检查是否点击的是空白区域（svg本身或layer-backgrounds）
                const isBlank = event.target === svg.node() ||
                                event.target.tagName === "svg" ||
                                event.target.classList.contains("layer-backgrounds");
                if (isBlank) {{
                    // 清除右侧图高亮
                    clearHighlight();
                    // 清除人设树高亮
                    resetTreeHighlight();
                    resetGraphHighlight();
                    // 关闭详情面板
                    closeDetailPanel();
                    // 清除关系图
                    clearEgoGraph();
                }}
            }});
        }}

        // 控制函数
        function resetZoom() {{
            const container = document.getElementById("svg-container");
            const width = container.clientWidth;
            const height = container.clientHeight;
            svg.transition().duration(750).call(
                zoom.transform,
                d3.zoomIdentity.translate(width/2, height/2).scale(1).translate(-width/2, -height/2)
            );
        }}

        function toggleLabels() {{
            showLabels = !showLabels;
            g.selectAll(".node text").style("display", showLabels ? "block" : "none");
        }}

        // 切换跨层边显示
        function toggleCrossLayerEdges() {{
            showCrossLayerEdges = !showCrossLayerEdges;
            const btn = document.getElementById("crossLayerBtn");
            btn.textContent = showCrossLayerEdges ? "隐藏跨层边" : "显示跨层边";
            btn.style.background = showCrossLayerEdges ? "#e94560" : "";

            // 更新边的可见性（使用 isCrossLayerEdge 函数判断）
            g.selectAll(".link-group").each(function(d) {{
                if (isCrossLayerEdge(d)) {{
                    d3.select(this).style("display", showCrossLayerEdges ? "block" : "none");
                }}
            }});
        }}

        function showNodeInfo(d) {{
            const panel = document.getElementById("detailPanel");
            panel.classList.add("active");
            document.getElementById("detailTitle").textContent = d.source === "帖子" ? "📌 帖子节点" : "👤 人设节点";

            let html = `
                <p><span class="label">节点ID:</span> ${{d.节点ID}}</p>
                <p><span class="label">名称:</span> <strong>${{d.节点名称}}</strong></p>
                <p><span class="label">类型:</span> ${{d.节点类型}}</p>
                <p><span class="label">层级:</span> ${{d.节点层级}}</p>
            `;

            if (d.权重) {{
                html += `<p><span class="label">权重:</span> ${{d.权重}}</p>`;
            }}
            if (d.所属分类 && d.所属分类.length > 0) {{
                html += `<p><span class="label">所属分类:</span> ${{d.所属分类.join(" > ")}}</p>`;
            }}
            if (d.帖子数) {{
                html += `<p><span class="label">帖子数:</span> ${{d.帖子数}}</p>`;
            }}
            document.getElementById("detailContent").innerHTML = html;
        }}

        // 显示人设树节点详情（包含入边、出边、相关节点）
        function showTreeNodeDetail(nodeData, inEdges, outEdges) {{
            const panel = document.getElementById("detailPanel");
            panel.classList.add("active");
            document.getElementById("detailTitle").textContent = "🌳 人设树节点";

            // 节点基本信息
            let html = `
                <p><span class="label">名称:</span> <strong>${{nodeData.节点名称 || nodeData.name}}</strong></p>
                <p><span class="label">类型:</span> ${{nodeData.节点类型 || (nodeData.isRoot ? "根节点" : "维度")}}</p>
                <p><span class="label">层级:</span> ${{nodeData.节点层级 || "-"}}</p>
            `;

            if (nodeData.所属分类 && nodeData.所属分类.length > 0) {{
                html += `<p><span class="label">所属分类:</span> ${{nodeData.所属分类.join(" > ")}}</p>`;
            }}
            if (nodeData.帖子数) {{
                html += `<p><span class="label">帖子数:</span> ${{nodeData.帖子数}}</p>`;
            }}

            // 统计边类型
            const inEdgeTypes = {{}};
            const outEdgeTypes = {{}};
            inEdges.forEach(e => {{ inEdgeTypes[e.边类型] = (inEdgeTypes[e.边类型] || 0) + 1; }});
            outEdges.forEach(e => {{ outEdgeTypes[e.边类型] = (outEdgeTypes[e.边类型] || 0) + 1; }});

            // 入边统计
            html += `<h4 style="margin-top:12px;color:#3498db;font-size:12px;">📥 入边 (${{inEdges.length}})</h4>`;
            if (inEdges.length > 0) {{
                html += `<div class="edge-list">`;
                for (const [type, count] of Object.entries(inEdgeTypes)) {{
                    html += `<div class="edge-type-item"><span class="edge-type">${{type}}</span><span class="edge-count">${{count}}</span></div>`;
                }}
                // 显示前5条入边详情
                const showInEdges = inEdges.slice(0, 5);
                showInEdges.forEach(e => {{
                    const srcName = personaTreeData.nodes.find(n => n.节点ID === e.源节点ID)?.节点名称 || e.源节点ID;
                    html += `<div class="edge-detail">← ${{srcName}} <span class="edge-type-tag">${{e.边类型}}</span></div>`;
                }});
                if (inEdges.length > 5) {{
                    html += `<div class="edge-more">... 还有 ${{inEdges.length - 5}} 条</div>`;
                }}
                html += `</div>`;
            }} else {{
                html += `<div class="edge-empty">无</div>`;
            }}

            // 出边统计
            html += `<h4 style="margin-top:12px;color:#e74c3c;font-size:12px;">📤 出边 (${{outEdges.length}})</h4>`;
            if (outEdges.length > 0) {{
                html += `<div class="edge-list">`;
                for (const [type, count] of Object.entries(outEdgeTypes)) {{
                    html += `<div class="edge-type-item"><span class="edge-type">${{type}}</span><span class="edge-count">${{count}}</span></div>`;
                }}
                // 显示前5条出边详情
                const showOutEdges = outEdges.slice(0, 5);
                showOutEdges.forEach(e => {{
                    const tgtName = personaTreeData.nodes.find(n => n.节点ID === e.目标节点ID)?.节点名称 || e.目标节点ID;
                    html += `<div class="edge-detail">→ ${{tgtName}} <span class="edge-type-tag">${{e.边类型}}</span></div>`;
                }});
                if (outEdges.length > 5) {{
                    html += `<div class="edge-more">... 还有 ${{outEdges.length - 5}} 条</div>`;
                }}
                html += `</div>`;
            }} else {{
                html += `<div class="edge-empty">无</div>`;
            }}

            document.getElementById("detailContent").innerHTML = html;
        }}

        function showEdgeInfo(d) {{
            const panel = document.getElementById("detailPanel");
            panel.classList.add("active");

            const sourceNode = typeof d.source === "object" ? d.source : {{ id: d.source }};
            const targetNode = typeof d.target === "object" ? d.target : {{ id: d.target }};

            // 判断是否为镜像边
            const isMirror = d.type.startsWith("镜像_");
            document.getElementById("detailTitle").textContent = isMirror ? "🪞 镜像边详情" : "🔗 边详情";

            let html = `
                <p><span class="label">边类型:</span> <strong>${{d.type}}</strong></p>
                <p><span class="label">源节点:</span> ${{sourceNode.节点名称 || sourceNode.id}}</p>
                <p><span class="label">目标节点:</span> ${{targetNode.节点名称 || targetNode.id}}</p>
            `;

            if (d.边详情) {{
                if (d.边详情.相似度 !== undefined) {{
                    const score = typeof d.边详情.相似度 === "number" ? d.边详情.相似度.toFixed(2) : d.边详情.相似度;
                    html += `<p><span class="label">相似度:</span> <span class="similarity-score">${{score}}</span></p>`;
                }}
                if (d.边详情.说明) {{
                    html += `<p><span class="label">说明:</span></p><div class="edge-description">${{d.边详情.说明}}</div>`;
                }}
                if (d.边详情.共现次数 !== undefined) {{
                    html += `<p><span class="label">共现次数:</span> ${{d.边详情.共现次数}}</p>`;
                }}
                // 镜像边特有信息
                if (d.边详情.原始边类型) {{
                    html += `<p><span class="label">原始边类型:</span> ${{d.边详情.原始边类型}}</p>`;
                }}
                if (d.边详情.源人设节点) {{
                    html += `<p><span class="label">源人设节点:</span> ${{d.边详情.源人设节点}}</p>`;
                }}
                if (d.边详情.目标人设节点) {{
                    html += `<p><span class="label">目标人设节点:</span> ${{d.边详情.目标人设节点}}</p>`;
                }}
            }}

            document.getElementById("detailContent").innerHTML = html;
        }}

        function closeDetailPanel() {{
            document.getElementById("detailPanel").classList.remove("active");
        }}

        // 获取节点颜色（全局版本，根据节点数据判断维度）
        function getTreeNodeColor(d) {{
            const dimColors = {{ "灵感点": "#f39c12", "目的点": "#3498db", "关键点": "#9b59b6" }};
            if (d.data.isRoot) return "#e94560";
            if (d.data.isDimension) return d.data.dimColor;
            return d.data.dimColor || "#888";
        }}

        // 共享的节点点击处理函数（人设树和关系图复用）
        function handleNodeClick(clickedNodeId, clickedNodeName) {{
            if (!clickedNodeId) return;

            // 动态获取树相关元素
            const treeGroup = d3.select(".persona-tree");
            if (treeGroup.empty()) return;

            const treeEdges = treeGroup.selectAll(".tree-edge");

            // 先重置所有高亮状态
            treeGroup.selectAll(".tree-node")
                .classed("tree-dimmed", false)
                .classed("tree-highlighted", false);
            treeGroup.selectAll(".tree-node .tree-shape")
                .attr("fill", d => getTreeNodeColor(d))
                .attr("stroke", "rgba(255,255,255,0.5)")
                .attr("stroke-width", 1)
                .attr("stroke-opacity", 1)
                .attr("opacity", 1);
            treeGroup.selectAll(".tree-node text")
                .attr("fill", d => (d.data.isRoot || d.data.isDimension) ? getTreeNodeColor(d) : "#bbb")
                .attr("opacity", 1);
            treeEdges.attr("stroke-opacity", 0.3).attr("stroke-width", 1);
            if (g) {{
                g.selectAll(".node").classed("dimmed", false).classed("highlighted", false);
                g.selectAll(".link-group").classed("dimmed", false).classed("highlighted", false);
            }}

            // 构建节点ID到D3节点的映射
            const treeNodeById = {{}};
            treeGroup.selectAll(".tree-node").each(function(n) {{
                if (n.data.节点ID) treeNodeById[n.data.节点ID] = n;
            }});

            // 查找所有与该节点相关的边
            const allConnectedEdges = personaTreeData.edges.filter(e =>
                e.源节点ID === clickedNodeId || e.目标节点ID === clickedNodeId
            );

            // 收集所有相关节点ID
            const connectedNodeIds = new Set();
            connectedNodeIds.add(clickedNodeId);
            allConnectedEdges.forEach(e => {{
                connectedNodeIds.add(e.源节点ID);
                connectedNodeIds.add(e.目标节点ID);
            }});

            // 获取D3树节点
            const clickedD3Node = treeNodeById[clickedNodeId];

            // 也添加树结构中的父子节点
            if (clickedD3Node) {{
                if (clickedD3Node.parent && clickedD3Node.parent.data.节点ID) {{
                    connectedNodeIds.add(clickedD3Node.parent.data.节点ID);
                }}
                if (clickedD3Node.children) {{
                    clickedD3Node.children.forEach(c => {{
                        if (c.data.节点ID) connectedNodeIds.add(c.data.节点ID);
                    }});
                }}
            }}

            // 转换为D3节点集合
            const connectedD3Nodes = new Set();
            if (clickedD3Node) connectedD3Nodes.add(clickedD3Node);
            connectedNodeIds.forEach(id => {{
                if (treeNodeById[id]) connectedD3Nodes.add(treeNodeById[id]);
            }});
            if (clickedD3Node) {{
                if (clickedD3Node.parent) connectedD3Nodes.add(clickedD3Node.parent);
                if (clickedD3Node.children) clickedD3Node.children.forEach(c => connectedD3Nodes.add(c));
            }}

            // 高亮树中的节点
            treeGroup.selectAll(".tree-node")
                .classed("tree-dimmed", n => !connectedD3Nodes.has(n))
                .classed("tree-highlighted", n => connectedD3Nodes.has(n));

            // 高亮所有形状（不变粗）
            treeGroup.selectAll(".tree-node .tree-shape")
                .attr("fill", function(n) {{
                    if (!connectedD3Nodes.has(n)) return "#555";
                    return getTreeNodeColor(n);
                }})
                .attr("stroke", function(n) {{
                    if (n.data.节点ID === clickedNodeId) return "#fff";
                    return connectedD3Nodes.has(n) ? "rgba(255,255,255,0.8)" : "#333";
                }})
                .attr("stroke-opacity", 1);

            treeGroup.selectAll(".tree-node text")
                .attr("fill", function(n) {{
                    if (!connectedD3Nodes.has(n)) return "#555";
                    return (n.data.isRoot || n.data.isDimension) ? getTreeNodeColor(n) : "#bbb";
                }});

            // 边高亮
            treeEdges.attr("stroke-opacity", function(e) {{
                const isConnected = (e.源节点ID === clickedNodeId || e.目标节点ID === clickedNodeId) ||
                    (e.isTreeLink && (e.源节点ID === clickedNodeName || e.目标节点ID === clickedNodeName));
                return isConnected ? 0.9 : 0.15;
            }});

            // 计算入边和出边
            const inEdges = allConnectedEdges.filter(e => e.目标节点ID === clickedNodeId);
            const outEdges = allConnectedEdges.filter(e => e.源节点ID === clickedNodeId);

            // 显示详情面板
            const nodeData = personaTreeData.nodes.find(n => n.节点ID === clickedNodeId);
            if (nodeData) {{
                showTreeNodeDetail(nodeData, inEdges, outEdges);
            }}

            // 显示关系子图
            renderEgoGraph(clickedNodeId, clickedNodeName);

            // 高亮右侧图中对应节点
            if (g) {{
                const graphNode = g.selectAll(".node").filter(n => n.节点ID === clickedNodeId);
                if (!graphNode.empty()) {{
                    g.selectAll(".node").classed("dimmed", true).classed("highlighted", false);
                    g.selectAll(".link-group").classed("dimmed", true).classed("highlighted", false);
                    graphNode.classed("dimmed", false).classed("highlighted", true);
                }}
            }}
        }}

        // 共享的边点击处理函数（人设树和关系图复用）
        function handleEdgeClick(srcNodeId, tgtNodeId, edgeType) {{
            // 动态获取树相关元素
            const treeGroup = d3.select(".persona-tree");
            if (treeGroup.empty()) return;

            const treeEdges = treeGroup.selectAll(".tree-edge");

            // 先重置所有高亮状态
            treeGroup.selectAll(".tree-node")
                .classed("tree-dimmed", false)
                .classed("tree-highlighted", false);
            treeGroup.selectAll(".tree-node .tree-shape")
                .attr("fill", d => getTreeNodeColor(d))
                .attr("stroke", "rgba(255,255,255,0.5)")
                .attr("stroke-width", 1)
                .attr("stroke-opacity", 1)
                .attr("opacity", 1);
            treeGroup.selectAll(".tree-node text")
                .attr("fill", d => (d.data.isRoot || d.data.isDimension) ? getTreeNodeColor(d) : "#bbb")
                .attr("opacity", 1);
            treeEdges.attr("stroke-opacity", 0.3).attr("stroke-width", 1);
            if (g) {{
                g.selectAll(".node").classed("dimmed", false).classed("highlighted", false);
                g.selectAll(".link-group").classed("dimmed", false).classed("highlighted", false);
            }}

            // 构建节点ID到D3节点的映射
            const treeNodeById = {{}};
            treeGroup.selectAll(".tree-node").each(function(n) {{
                if (n.data.节点ID) treeNodeById[n.data.节点ID] = n;
            }});

            const sourceTreeNode = treeNodeById[srcNodeId];
            const targetTreeNode = treeNodeById[tgtNodeId];

            // 高亮树边（不变粗）
            treeEdges.attr("stroke-opacity", function(e) {{
                const isThisEdge = (e.源节点ID === srcNodeId && e.目标节点ID === tgtNodeId) ||
                                   (e.源节点ID === tgtNodeId && e.目标节点ID === srcNodeId);
                return isThisEdge ? 1 : 0.1;
            }});

            // 高亮相关节点
            const connectedNodes = new Set();
            if (sourceTreeNode) connectedNodes.add(sourceTreeNode);
            if (targetTreeNode) connectedNodes.add(targetTreeNode);

            treeGroup.selectAll(".tree-node .tree-shape")
                .attr("fill", n => connectedNodes.has(n) ? getTreeNodeColor(n) : "#555")
                .attr("opacity", 1);

            treeGroup.selectAll(".tree-node text")
                .attr("fill", n => connectedNodes.has(n) ?
                    ((n.data.isRoot || n.data.isDimension) ? getTreeNodeColor(n) : "#bbb") : "#555")
                .attr("opacity", 1);

            // 显示边详情
            const panel = document.getElementById("detailPanel");
            panel.classList.add("active");
            document.getElementById("detailTitle").textContent = "🔗 边详情";

            const srcNode = personaTreeData.nodes.find(n => n.节点ID === srcNodeId);
            const tgtNode = personaTreeData.nodes.find(n => n.节点ID === tgtNodeId);
            const srcName = sourceTreeNode ? (sourceTreeNode.data.节点名称 || sourceTreeNode.data.name) : (srcNode?.节点名称 || srcNodeId);
            const tgtName = targetTreeNode ? (targetTreeNode.data.节点名称 || targetTreeNode.data.name) : (tgtNode?.节点名称 || tgtNodeId);

            let html = `
                <p><span class="label">边类型:</span> <strong>${{edgeType}}</strong></p>
                <p><span class="label">源节点:</span> ${{srcName}}</p>
                <p><span class="label">目标节点:</span> ${{tgtName}}</p>
            `;
            document.getElementById("detailContent").innerHTML = html;

            // 在关系图中展示这条边和两个节点
            const edgeData = {{
                边类型: edgeType,
                源节点ID: srcNodeId,
                目标节点ID: tgtNodeId
            }};
            renderEgoGraphEdge(edgeData, sourceTreeNode, targetTreeNode);
        }}

        // 关系子图（Ego Graph）- 在画布第四层显示
        let currentEgoSimulation = null;  // 保存当前的力模拟，用于停止

        function renderEgoGraph(centerNodeId, centerNodeName) {{
            // 显示关系图容器
            document.getElementById("ego-container").style.display = "block";

            // 获取关系图层组
            const egoGroup = d3.select(".ego-graph-content");
            if (egoGroup.empty()) return;

            // 停止之前的模拟
            if (currentEgoSimulation) {{
                currentEgoSimulation.stop();
                currentEgoSimulation = null;
            }}

            // 清除旧内容
            egoGroup.selectAll("*").remove();

            // 更新标题
            d3.select(".ego-container .ego-title").text(`关系图: ${{centerNodeName}}`);

            // 获取层半径
            const radius = 160;  // 固定半径

            // 找到所有相关的边
            const relatedEdges = personaTreeData.edges.filter(e =>
                e.源节点ID === centerNodeId || e.目标节点ID === centerNodeId
            );

            // 收集所有相关节点ID
            const nodeIds = new Set([centerNodeId]);
            relatedEdges.forEach(e => {{
                nodeIds.add(e.源节点ID);
                nodeIds.add(e.目标节点ID);
            }});

            // 构建节点数据
            const nodeMap = {{}};
            personaTreeData.nodes.forEach(n => {{
                if (nodeIds.has(n.节点ID)) {{
                    nodeMap[n.节点ID] = {{
                        id: n.节点ID,
                        name: n.节点名称,
                        type: n.节点类型,
                        level: n.节点层级,
                        isCenter: n.节点ID === centerNodeId
                    }};
                }}
            }});

            const nodes = Object.values(nodeMap);
            const links = relatedEdges.map(e => ({{
                source: e.源节点ID,
                target: e.目标节点ID,
                type: e.边类型
            }}));

            // 根据节点数量动态计算实际使用的半径
            const nodeCount = nodes.length;
            const nodeSpacingEgo = 65;  // 节点间距（增大）
            const minEgoRadius = 120;
            const maxEgoRadius = Math.max(radius, 250);  // 允许更大的半径
            let actualRadius;
            if (nodeCount <= 1) {{
                actualRadius = minEgoRadius;
            }} else {{
                const circumference = nodeCount * nodeSpacingEgo;
                const calcR = circumference / (2 * Math.PI);
                actualRadius = Math.max(minEgoRadius, Math.min(maxEgoRadius, calcR));
            }}

            // 显示节点名称作为标题
            egoGroup.append("text")
                .attr("class", "ego-title")
                .attr("y", -actualRadius - 15)
                .attr("text-anchor", "middle")
                .attr("fill", "#e94560")
                .attr("font-size", "12px")
                .attr("font-weight", "bold")
                .text(centerNodeName + ` (${{nodeCount}}个节点)`);

            // 如果没有相关节点，显示提示
            if (nodes.length <= 1) {{
                egoGroup.append("text")
                    .attr("text-anchor", "middle")
                    .attr("fill", "rgba(255,255,255,0.4)")
                    .attr("font-size", "11px")
                    .text("该节点没有相关边");
                return;
            }}

            // 边类型颜色（统一用实线）
            const edgeColors = {{
                "属于": "#9b59b6",           // 紫色 - 层级关系
                "分类共现（跨点）": "#2ecc71", // 绿色 - 跨帖子分类共现
                "分类共现（点内）": "#3498db", // 蓝色 - 同帖子分类共现
                "标签共现": "#f39c12"         // 橙色 - 标签共现
            }};

            // 维度颜色（与人设树完全一致）
            const dimColors = {{
                "灵感点": "#f39c12",
                "目的点": "#3498db",
                "关键点": "#9b59b6"
            }};

            // 获取节点的维度颜色（与人设树一致）
            function getNodeDimColor(d) {{
                // 根据节点层级判断维度
                const level = d.level || "";
                if (level.includes("灵感点")) return dimColors["灵感点"];
                if (level.includes("目的点")) return dimColors["目的点"];
                if (level.includes("关键点")) return dimColors["关键点"];
                return "#888";
            }}

            // 获取节点填充色（实心，用维度颜色，不因选中而改变）
            function getNodeFill(d) {{
                return getNodeDimColor(d);  // 始终用维度颜色填充
            }}

            // 获取节点边框色（选中节点用白色边框区分）
            function getNodeStroke(d) {{
                if (d.isCenter) return "#fff";  // 选中节点白色边框
                return "rgba(255,255,255,0.5)";  // 普通节点半透明白边框
            }}

            // 获取节点边框粗细（选中节点更粗）
            function getNodeStrokeWidth(d) {{
                return d.isCenter ? 3 : 1.5;
            }}

            // 根据节点数量调整力模拟参数
            const linkDistance = Math.max(50, Math.min(80, actualRadius / 2.5));
            const chargeStrength = Math.max(-300, Math.min(-100, -nodeCount * 10));
            const collisionRadius = 35;  // 碰撞半径，防止重叠

            // 创建力导向模拟（中心在0,0因为已经平移了）
            const simulation = d3.forceSimulation(nodes)
                .force("link", d3.forceLink(links).id(d => d.id).distance(linkDistance))
                .force("charge", d3.forceManyBody().strength(chargeStrength))
                .force("center", d3.forceCenter(0, 0))
                .force("collision", d3.forceCollide().radius(collisionRadius))
                .force("boundary", function() {{
                    // 限制节点在圆形区域内
                    const maxR = actualRadius - 30;
                    return function(alpha) {{
                        nodes.forEach(d => {{
                            const dist = Math.sqrt(d.x * d.x + d.y * d.y);
                            if (dist > maxR) {{
                                const scale = maxR / dist;
                                d.x *= scale;
                                d.y *= scale;
                            }}
                        }});
                    }};
                }}());

            currentEgoSimulation = simulation;

            // 绘制边（统一用实线）
            const link = egoGroup.selectAll(".ego-edge")
                .data(links)
                .join("line")
                .attr("class", "ego-edge")
                .attr("stroke", d => edgeColors[d.type] || "#666")
                .attr("stroke-width", 1.5)
                .attr("stroke-opacity", 0.7);

            // 绘制节点（分类用方形，标签用圆形）
            const node = egoGroup.selectAll(".ego-node")
                .data(nodes)
                .join("g")
                .attr("class", d => "ego-node" + (d.isCenter ? " center" : ""));

            // 根据节点类型绘制不同形状（与人设树样式一致）
            const nodeSize = 8;
            node.each(function(d) {{
                const el = d3.select(this);
                const fill = getNodeFill(d);
                const stroke = getNodeStroke(d);
                const size = d.isCenter ? nodeSize + 2 : nodeSize;
                const strokeWidth = getNodeStrokeWidth(d);

                if (d.type === "分类") {{
                    // 方形（分类节点）- 与人设树一致
                    el.append("rect")
                        .attr("class", "ego-shape")
                        .attr("width", size * 2)
                        .attr("height", size * 2)
                        .attr("x", -size)
                        .attr("y", -size)
                        .attr("fill", fill)
                        .attr("stroke", stroke)
                        .attr("stroke-width", strokeWidth)
                        .attr("rx", 1);
                }} else {{
                    // 圆形（标签节点）- 与人设树一致
                    el.append("circle")
                        .attr("class", "ego-shape")
                        .attr("r", size)
                        .attr("fill", fill)
                        .attr("stroke", stroke)
                        .attr("stroke-width", strokeWidth);
                }}
            }});

            node.append("text")
                .attr("dy", -12)
                .attr("text-anchor", "middle")
                .attr("font-size", "9px")
                .attr("fill", "#fff")
                .text(d => d.name.length > 6 ? d.name.substring(0, 6) + ".." : d.name);

            // 添加点击事件（直接调用共享函数）
            node.on("click", function(event, d) {{
                event.stopPropagation();
                handleNodeClick(d.id, d.name);
            }});

            // 边点击事件（直接调用共享函数）
            link.on("click", function(event, d) {{
                event.stopPropagation();
                handleEdgeClick(d.source.id, d.target.id, d.type);
            }});

            // 更新位置
            simulation.on("tick", () => {{
                link
                    .attr("x1", d => d.source.x)
                    .attr("y1", d => d.source.y)
                    .attr("x2", d => d.target.x)
                    .attr("y2", d => d.target.y);

                node.attr("transform", d => `translate(${{d.x}},${{d.y}})`);
            }});
        }}

        function clearEgoGraph() {{
            const egoGroup = d3.select(".ego-graph-content");
            if (!egoGroup.empty()) {{
                egoGroup.selectAll("*").remove();
            }}
            // 隐藏关系图容器
            document.getElementById("ego-container").style.display = "none";
            // 停止模拟
            if (currentEgoSimulation) {{
                currentEgoSimulation.stop();
                currentEgoSimulation = null;
            }}
        }}

        // 渲染单条边和两个节点（点击树边时调用）
        function renderEgoGraphEdge(edgeData, sourceNode, targetNode) {{
            // 显示关系图容器
            document.getElementById("ego-container").style.display = "block";

            const egoGroup = d3.select(".ego-graph-content");
            if (egoGroup.empty()) return;

            // 停止之前的模拟
            if (currentEgoSimulation) {{
                currentEgoSimulation.stop();
                currentEgoSimulation = null;
            }}

            // 清除旧内容
            egoGroup.selectAll("*").remove();

            // 更新标题
            d3.select(".ego-container .ego-title").text(`关系图: ${{edgeData.边类型}}`);

            const radius = 160;

            // 边类型颜色
            const edgeColors = {{
                "属于": "#9b59b6",
                "分类共现（跨点）": "#2ecc71",
                "分类共现（点内）": "#3498db",
                "标签共现": "#f39c12"
            }};

            // 维度颜色
            const dimColors = {{
                "灵感点": "#f39c12",
                "目的点": "#3498db",
                "关键点": "#9b59b6"
            }};

            // 获取节点颜色
            function getNodeColor(nodeData) {{
                const level = nodeData.节点层级 || "";
                if (level.includes("灵感点")) return dimColors["灵感点"];
                if (level.includes("目的点")) return dimColors["目的点"];
                if (level.includes("关键点")) return dimColors["关键点"];
                return "#888";
            }}

            // 标题
            egoGroup.append("text")
                .attr("class", "ego-title")
                .attr("y", -80)
                .attr("text-anchor", "middle")
                .attr("fill", edgeColors[edgeData.边类型] || "#666")
                .attr("font-size", "12px")
                .attr("font-weight", "bold")
                .text(`${{edgeData.边类型}}`);

            // 两个节点的位置
            const srcX = -60, srcY = 0;
            const tgtX = 60, tgtY = 0;

            // 绘制边
            egoGroup.append("line")
                .attr("class", "ego-edge")
                .attr("x1", srcX)
                .attr("y1", srcY)
                .attr("x2", tgtX)
                .attr("y2", tgtY)
                .attr("stroke", edgeColors[edgeData.边类型] || "#666")
                .attr("stroke-width", 3)
                .attr("stroke-opacity", 0.8);

            // 获取节点数据
            const srcData = sourceNode ? sourceNode.data : {{}};
            const tgtData = targetNode ? targetNode.data : {{}};

            // 绘制源节点
            const srcGroup = egoGroup.append("g")
                .attr("class", "ego-node")
                .attr("transform", `translate(${{srcX}}, ${{srcY}})`);

            const srcSize = 15;
            const srcColor = getNodeColor(srcData);
            if (srcData.节点类型 === "分类") {{
                srcGroup.append("rect")
                    .attr("width", srcSize * 2)
                    .attr("height", srcSize * 2)
                    .attr("x", -srcSize)
                    .attr("y", -srcSize)
                    .attr("fill", srcColor)
                    .attr("stroke", "rgba(255,255,255,0.5)")
                    .attr("stroke-width", 2)
                    .attr("rx", 2);
            }} else {{
                srcGroup.append("circle")
                    .attr("r", srcSize)
                    .attr("fill", srcColor)
                    .attr("stroke", "rgba(255,255,255,0.5)")
                    .attr("stroke-width", 2);
            }}
            srcGroup.append("text")
                .attr("dy", -srcSize - 8)
                .attr("text-anchor", "middle")
                .attr("fill", "#fff")
                .attr("font-size", "11px")
                .text(srcData.节点名称 || srcData.name || "源节点");

            // 绘制目标节点
            const tgtGroup = egoGroup.append("g")
                .attr("class", "ego-node")
                .attr("transform", `translate(${{tgtX}}, ${{tgtY}})`);

            const tgtSize = 15;
            const tgtColor = getNodeColor(tgtData);
            if (tgtData.节点类型 === "分类") {{
                tgtGroup.append("rect")
                    .attr("width", tgtSize * 2)
                    .attr("height", tgtSize * 2)
                    .attr("x", -tgtSize)
                    .attr("y", -tgtSize)
                    .attr("fill", tgtColor)
                    .attr("stroke", "rgba(255,255,255,0.5)")
                    .attr("stroke-width", 2)
                    .attr("rx", 2);
            }} else {{
                tgtGroup.append("circle")
                    .attr("r", tgtSize)
                    .attr("fill", tgtColor)
                    .attr("stroke", "rgba(255,255,255,0.5)")
                    .attr("stroke-width", 2);
            }}
            tgtGroup.append("text")
                .attr("dy", -tgtSize - 8)
                .attr("text-anchor", "middle")
                .attr("fill", "#fff")
                .attr("font-size", "11px")
                .text(tgtData.节点名称 || tgtData.name || "目标节点");

            // 边标签
            egoGroup.append("text")
                .attr("y", 25)
                .attr("text-anchor", "middle")
                .attr("fill", "rgba(255,255,255,0.6)")
                .attr("font-size", "10px")
                .text(edgeData.边类型);
        }}

        // 页面加载完成后初始化
        window.addEventListener("load", init);
        window.addEventListener("resize", () => {{
            if (currentIndex >= 0) {{
                renderGraph(allGraphData[currentIndex]);
            }}
        }});
    </script>
</body>
</html>
'''


def generate_combined_html(all_graph_data: List[Dict], persona_tree_data: Dict, output_file: Path):
    """
    生成包含所有帖子图谱的HTML文件

    Args:
        all_graph_data: 所有帖子的图谱数据列表
        persona_tree_data: 完整的人设树数据（节点和边）
        output_file: 输出文件路径
    """
    # 生成Tab HTML
    tabs_html = ""
    for i, data in enumerate(all_graph_data):
        post_title = data.get("postTitle", "")
        # 使用帖子标题，如果太长则截断
        if post_title:
            tab_name = post_title[:15] + "..." if len(post_title) > 15 else post_title
        else:
            tab_name = f"帖子 {i+1}"
        active_class = "active" if i == 0 else ""
        tabs_html += f'<div class="tab {active_class}" data-index="{i}">{tab_name}</div>\n'

    # 生成HTML
    html_content = HTML_TEMPLATE.format(
        tabs_html=tabs_html,
        all_graph_data=json.dumps(all_graph_data, ensure_ascii=False),
        persona_tree_data=json.dumps(persona_tree_data, ensure_ascii=False)
    )

    with open(output_file, "w", encoding="utf-8") as f:
        f.write(html_content)


def main():
    # 使用路径配置
    config = PathConfig()

    print(f"账号: {config.account_name}")
    print(f"输出版本: {config.output_version}")
    print()

    # 输入目录
    match_graph_dir = config.intermediate_dir / "match_graph"

    # 输出文件
    output_file = config.intermediate_dir / "match_graph.html"

    print(f"输入目录: {match_graph_dir}")
    print(f"输出文件: {output_file}")
    print()

    # 读取人设树中间数据
    persona_tree_file = config.intermediate_dir / "persona_tree.json"
    persona_tree_data = {"nodes": [], "edges": []}

    if persona_tree_file.exists():
        print(f"读取人设树数据: {persona_tree_file.name}")
        with open(persona_tree_file, "r", encoding="utf-8") as f:
            tree_data = json.load(f)
            persona_tree_data["nodes"] = tree_data.get("nodes", [])
            persona_tree_data["edges"] = tree_data.get("edges", [])
        category_count = len([n for n in persona_tree_data["nodes"] if n.get("节点类型") == "分类"])
        tag_count = len([n for n in persona_tree_data["nodes"] if n.get("节点类型") == "标签"])
        print(f"  分类节点: {category_count}, 标签节点: {tag_count}")
        print(f"  边数: {len(persona_tree_data['edges'])}")

    print()

    # 读取所有匹配图谱文件
    graph_files = sorted(match_graph_dir.glob("*_match_graph.json"))
    print(f"找到 {len(graph_files)} 个匹配图谱文件")

    all_graph_data = []
    for i, graph_file in enumerate(graph_files, 1):
        print(f"  [{i}/{len(graph_files)}] 读取: {graph_file.name}")

        with open(graph_file, "r", encoding="utf-8") as f:
            match_graph_data = json.load(f)

        # 提取需要的数据
        graph_data = {
            "postId": match_graph_data["说明"]["帖子ID"],
            "postTitle": match_graph_data["说明"].get("帖子标题", ""),
            "stats": match_graph_data["说明"]["统计"],
            "nodes": match_graph_data["节点列表"],
            "edges": match_graph_data["边列表"]
        }
        all_graph_data.append(graph_data)

    # 生成HTML
    print("\n生成HTML文件...")
    generate_combined_html(all_graph_data, persona_tree_data, output_file)

    print("\n" + "="*60)
    print("处理完成!")
    print(f"输出文件: {output_file}")


if __name__ == "__main__":
    main()