how/visualize_inspiration_points.py

"""
灵感点分析结果可视化脚本

读取 how/灵感点 目录下的分析结果，结合作者历史帖子详情，生成可视化HTML页面
"""

import json
from pathlib import Path
from typing import Dict, Any, List, Optional
from datetime import datetime
import html as html_module


def load_inspiration_points_data(inspiration_dir: str) -> List[Dict[str, Any]]:
    """
    加载所有灵感点的分析结果

    Args:
        inspiration_dir: 灵感点目录路径

    Returns:
        灵感点分析结果列表
    """
    inspiration_path = Path(inspiration_dir)
    results = []

    # 遍历所有子目录
    for subdir in inspiration_path.iterdir():
        if subdir.is_dir():
            # 查找 all_summary 文件
            summary_files = list(subdir.glob("all_summary_*.json"))
            if summary_files:
                summary_file = summary_files[0]
                try:
                    with open(summary_file, 'r', encoding='utf-8') as f:
                        data = json.load(f)

                    # 加载完整的 step1 和 step2 数据
                    step1_data = None
                    step2_data = None

                    # 直接从当前子目录查找 step1 和 step2 文件
                    step1_files = list(subdir.glob("all_step1_*.json"))
                    step2_files = list(subdir.glob("all_step2_*.json"))

                    if step1_files:
                        try:
                            with open(step1_files[0], 'r', encoding='utf-8') as f:
                                step1_data = json.load(f)
                        except Exception as e:
                            print(f"警告: 读取 {step1_files[0]} 失败: {e}")

                    if step2_files:
                        try:
                            with open(step2_files[0], 'r', encoding='utf-8') as f:
                                step2_data = json.load(f)
                        except Exception as e:
                            print(f"警告: 读取 {step2_files[0]} 失败: {e}")

                    results.append({
                        "summary": data,
                        "step1": step1_data,
                        "step2": step2_data,
                        "inspiration_name": subdir.name
                    })
                except Exception as e:
                    print(f"警告: 读取 {summary_file} 失败: {e}")

    return results


def load_posts_data(posts_dir: str) -> Dict[str, Dict[str, Any]]:
    """
    加载所有帖子详情数据

    Args:
        posts_dir: 帖子目录路径

    Returns:
        帖子ID到帖子详情的映射
    """
    posts_path = Path(posts_dir)
    posts_map = {}

    for post_file in posts_path.glob("*.json"):
        try:
            with open(post_file, 'r', encoding='utf-8') as f:
                post_data = json.load(f)
                post_id = post_data.get("channel_content_id")
                if post_id:
                    posts_map[post_id] = post_data
        except Exception as e:
            print(f"警告: 读取 {post_file} 失败: {e}")

    return posts_map


def generate_inspiration_card_html(inspiration_data: Dict[str, Any]) -> str:
    """
    生成单个灵感点的卡片HTML

    Args:
        inspiration_data: 灵感点数据

    Returns:
        HTML字符串
    """
    summary = inspiration_data.get("summary", {})
    step1 = inspiration_data.get("step1", {})
    step2 = inspiration_data.get("step2", {})
    inspiration_name = inspiration_data.get("inspiration_name", "未知灵感")

    # 提取关键指标
    metrics = summary.get("关键指标", {})
    step1_score = metrics.get("step1_top1_score", 0)
    step2_score = metrics.get("step2_score", 0)
    step1_match_element = metrics.get("step1_top1_匹配要素", "")
    step2_increment_count = metrics.get("step2_增量词数量", 0)

    # 确定卡片颜色（基于Step1分数）
    if step1_score >= 0.7:
        border_color = "#10b981"
        step1_color = "#10b981"
    elif step1_score >= 0.5:
        border_color = "#f59e0b"
        step1_color = "#f59e0b"
    elif step1_score >= 0.3:
        border_color = "#3b82f6"
        step1_color = "#3b82f6"
    else:
        border_color = "#ef4444"
        step1_color = "#ef4444"

    # Step2颜色
    if step2_score >= 0.7:
        step2_color = "#10b981"
    elif step2_score >= 0.5:
        step2_color = "#f59e0b"
    elif step2_score >= 0.3:
        step2_color = "#3b82f6"
    else:
        step2_color = "#ef4444"

    # 转义HTML
    inspiration_name_escaped = html_module.escape(inspiration_name)
    step1_match_element_escaped = html_module.escape(step1_match_element)

    # 获取Step1匹配结果（简要展示）
    step1_matches = step1.get("匹配结果列表", []) if step1 else []
    step1_match_preview = ""
    if step1_matches:
        top_match = step1_matches[0]
        # 从新的数据结构中提取信息
        input_info = top_match.get("输入信息", {})
        match_result = top_match.get("匹配结果", {})
        element_name = input_info.get("A", "")
        match_score = match_result.get("score", 0)
        same_parts = match_result.get("相同部分", {})
        increment_parts = match_result.get("增量部分", {})

        # 生成相同部分和增量部分的HTML
        parts_html = ""
        if same_parts:
            same_items = [f"{html_module.escape(k)}" for k in same_parts.keys()]
            parts_html += f'<div class="preview-parts same"><strong>相同:</strong> {", ".join(same_items)}</div>'

        if increment_parts:
            inc_items = [f"{html_module.escape(k)}" for k in increment_parts.keys()]
            parts_html += f'<div class="preview-parts increment"><strong>增量:</strong> {", ".join(inc_items)}</div>'

        step1_match_preview = f'''
        <div class="match-preview">
            <div class="match-preview-header">🎯 Step1 Top1匹配</div>
            <div class="match-preview-content">
                <span class="match-preview-name">{html_module.escape(element_name)}</span>
                <span class="match-preview-score" style="color: {step1_color};">{match_score:.2f}</span>
            </div>
            {parts_html}
        </div>
        '''

    # 获取Step2匹配结果（简要展示）
    step2_match_preview = ""
    if step2:
        input_info = step2.get("输入信息", {})
        match_result = step2.get("匹配结果", {})
        increment_word = input_info.get("B", "")
        match_score = match_result.get("score", 0)
        same_parts = match_result.get("相同部分", {})
        increment_parts = match_result.get("增量部分", {})

        # 只有当增量词不为空时才显示
        if increment_word.strip():
            # 生成相同部分和增量部分的HTML
            parts_html = ""
            if same_parts:
                same_items = [f"{html_module.escape(k)}" for k in same_parts.keys()]
                parts_html += f'<div class="preview-parts same"><strong>相同:</strong> {", ".join(same_items)}</div>'

            if increment_parts:
                inc_items = [f"{html_module.escape(k)}" for k in increment_parts.keys()]
                parts_html += f'<div class="preview-parts increment"><strong>增量:</strong> {", ".join(inc_items)}</div>'

            step2_match_preview = f'''
            <div class="match-preview">
                <div class="match-preview-header">➕ Step2 Top1增量词</div>
                <div class="match-preview-content">
                    <span class="match-preview-name">{html_module.escape(increment_word)}</span>
                    <span class="match-preview-score" style="color: {step2_color};">{match_score:.2f}</span>
                </div>
                {parts_html}
            </div>
            '''

    # 准备详细数据用于弹窗
    detail_data_json = json.dumps(inspiration_data, ensure_ascii=False)
    detail_data_json_escaped = html_module.escape(detail_data_json)

    # 生成详细HTML并进行HTML转义
    detail_html = generate_detail_html(inspiration_data)
    detail_html_escaped = html_module.escape(detail_html)

    html = f'''
    <div class="inspiration-card" style="border-left-color: {border_color};"
         data-inspiration-name="{inspiration_name_escaped}"
         data-detail="{detail_data_json_escaped}"
         data-detail-html="{detail_html_escaped}"
         data-step1-score="{step1_score}"
         data-step2-score="{step2_score}"
         onclick="showInspirationDetail(this)">
        <div class="card-header">
            <h3 class="inspiration-name">{inspiration_name_escaped}</h3>
        </div>

        <div class="score-section">
            <div class="score-item">
                <div class="score-label">Step1分数</div>
                <div class="score-value" style="color: {step1_color};">{step1_score:.3f}</div>
            </div>
            <div class="score-divider"></div>
            <div class="score-item">
                <div class="score-label">Step2分数</div>
                <div class="score-value" style="color: {step2_color};">{step2_score:.3f}</div>
            </div>
        </div>

        {step1_match_preview}
        {step2_match_preview}

        <div class="metrics-section">
            <div class="metric-item">
                <span class="metric-icon">📊</span>
                <span class="metric-label">增量词数:</span>
                <span class="metric-value">{step2_increment_count}</span>
            </div>
        </div>

        <div class="click-hint">点击查看详情 →</div>
    </div>
    '''

    return html


def generate_detail_html(inspiration_data: Dict[str, Any]) -> str:
    """
    生成灵感点的详细信息HTML

    Args:
        inspiration_data: 灵感点数据

    Returns:
        详细信息的HTML字符串
    """
    import html as html_module

    summary = inspiration_data.get("summary", {})
    step1 = inspiration_data.get("step1", {})
    step2 = inspiration_data.get("step2", {})
    inspiration_name = inspiration_data.get("inspiration_name", "未知灵感")

    content = f'''
        <div class="modal-header">
            <h2 class="modal-title">{html_module.escape(inspiration_name)}</h2>
        </div>
    '''

    # 获取元数据，用于后面的日志链接
    metadata = summary.get("元数据", {})

    # Step1 详细信息
    if step1 and step1.get("灵感"):
        inspiration = step1.get("灵感", "")
        matches = step1.get("匹配结果列表", [])

        content += f'''
            <div class="modal-section">
                <h3>🎯 Step1: 灵感人设匹配</h3>
                <div class="step-content">
                    <div class="step-field">
                        <span class="step-field-label">灵感内容:</span>
                        <span class="step-field-value">{html_module.escape(inspiration)}</span>
                    </div>
        '''

        # 显示匹配结果（只显示Top1）
        if matches:
            content += f'''
                <div class="step-field">
                    <span class="step-field-label">Top1匹配结果:</span>
                    <div class="matches-list">
            '''

            for index, match in enumerate(matches[:1]):
                input_info = match.get("输入信息", {})
                match_result = match.get("匹配结果", {})

                element_a = input_info.get("A", "")
                context_a = input_info.get("A_Context", "")
                score = match_result.get("score", 0)
                score_explain = match_result.get("score说明", "")
                same_parts = match_result.get("相同部分", {})
                increment_parts = match_result.get("增量部分", {})

                content += f'''
                    <div class="match-item">
                        <div class="match-header">
                            <span class="match-element-name">{html_module.escape(element_a)}</span>
                            <span class="match-score">{score:.2f}</span>
                        </div>
                '''

                if context_a:
                    content += f'<div class="match-context"><strong>📍 所属分类:</strong> {html_module.escape(context_a).replace(chr(10), "<br>")}</div>'

                if score_explain:
                    content += f'<div class="match-explain"><strong>💡 分数说明:</strong> {html_module.escape(score_explain)}</div>'

                # 相同部分
                if same_parts:
                    content += '''
                        <div class="match-parts same-parts">
                            <div class="parts-header">✅ 相同部分</div>
                            <div class="parts-content">
                    '''
                    for key, value in same_parts.items():
                        content += f'''
                            <div class="part-item">
                                <span class="part-key">{html_module.escape(key)}:</span>
                                <span class="part-value">{html_module.escape(value)}</span>
                            </div>
                        '''
                    content += '''
                            </div>
                        </div>
                    '''

                # 增量部分
                if increment_parts:
                    content += '''
                        <div class="match-parts increment-parts">
                            <div class="parts-header">➕ 增量部分</div>
                            <div class="parts-content">
                    '''
                    for key, value in increment_parts.items():
                        content += f'''
                            <div class="part-item">
                                <span class="part-key">{html_module.escape(key)}:</span>
                                <span class="part-value">{html_module.escape(value)}</span>
                            </div>
                        '''
                    content += '''
                            </div>
                        </div>
                    '''

                content += '''
                    </div>
                '''

            content += '''
                    </div>
                </div>
            '''

        content += '''
                </div>
            </div>
        '''

    # Step2 详细信息
    if step2 and step2.get("灵感"):
        input_info = step2.get("输入信息", {})
        match_result = step2.get("匹配结果", {})

        increment_word = input_info.get("B", "")
        b_context = input_info.get("B_Context", "")
        score = match_result.get("score", 0)
        score_explain = match_result.get("score说明", "")
        same_parts = match_result.get("相同部分", {})
        increment_parts = match_result.get("增量部分", {})

        content += '''
            <div class="modal-section">
                <h3>➕ Step2: 增量词匹配</h3>
                <div class="step-content">
        '''

        if increment_word.strip():
            content += f'''
                <div class="step-field">
                    <span class="step-field-label">增量词:</span>
                    <span class="step-field-value">{html_module.escape(increment_word)}</span>
                </div>
            '''

            if b_context:
                content += f'''
                    <div class="increment-context">
                        <strong>📌 增量词来源:</strong> {html_module.escape(b_context)}
                    </div>
                '''

            content += f'''
                <div class="increment-item">
                    <div class="increment-header">
                        <span class="increment-words">分数</span>
                        <span class="increment-score">{score:.2f}</span>
                    </div>
            '''

            if score_explain:
                content += f'''
                    <div class="match-explain">
                        <strong>💡 分数说明:</strong> {html_module.escape(score_explain)}
                    </div>
                '''

            # 相同部分
            if same_parts:
                content += '''
                    <div class="match-parts same-parts">
                        <div class="parts-header">✅ 相同部分</div>
                        <div class="parts-content">
                '''
                for key, value in same_parts.items():
                    content += f'''
                        <div class="part-item">
                            <span class="part-key">{html_module.escape(key)}:</span>
                            <span class="part-value">{html_module.escape(value)}</span>
                        </div>
                    '''
                content += '''
                        </div>
                    </div>
                '''

            # 增量部分
            if increment_parts:
                content += '''
                    <div class="match-parts increment-parts">
                        <div class="parts-header">➕ 增量部分</div>
                        <div class="parts-content">
                '''
                for key, value in increment_parts.items():
                    content += f'''
                        <div class="part-item">
                            <span class="part-key">{html_module.escape(key)}:</span>
                            <span class="part-value">{html_module.escape(value)}</span>
                        </div>
                    '''
                content += '''
                        </div>
                    </div>
                '''

            content += '''
                </div>
            '''
        else:
            content += '''
                <div class="empty-state">暂无增量词匹配结果</div>
            '''

        content += '''
                </div>
            </div>
        '''

    # 日志链接
    if metadata.get("log_url"):
        content += f'''
            <div class="modal-link">
                <a href="{metadata["log_url"]}" target="_blank" class="modal-link-btn">
                    🔗 查看详细日志
                </a>
            </div>
        '''

    return content


def generate_detail_modal_content_js() -> str:
    """
    生成详情弹窗内容的JavaScript函数

    Returns:
        JavaScript代码字符串
    """
    return '''
    // Tab切换功能
    function switchTab(event, tabId) {
        // 移除所有tab的active状态
        const tabButtons = document.querySelectorAll('.tab-button');
        tabButtons.forEach(button => {
            button.classList.remove('active');
        });

        // 隐藏所有tab内容
        const tabContents = document.querySelectorAll('.tab-content');
        tabContents.forEach(content => {
            content.classList.remove('active');
        });

        // 激活当前tab
        event.currentTarget.classList.add('active');
        document.getElementById(tabId).classList.add('active');
    }

    function showInspirationDetail(element) {
        const detailHtml = element.dataset.detailHtml;
        const modal = document.getElementById('detailModal');
        const modalBody = document.getElementById('modalBody');

        modalBody.innerHTML = detailHtml;
        modal.classList.add('active');
        document.body.style.overflow = 'hidden';
    }

    function closeModal() {
        const modal = document.getElementById('detailModal');
        modal.classList.remove('active');
        document.body.style.overflow = '';
    }

    function closeModalOnOverlay(event) {
        if (event.target.id === 'detailModal') {
            closeModal();
        }
    }

    // ESC键关闭Modal
    document.addEventListener('keydown', function(event) {
        if (event.key === 'Escape') {
            closeModal();
        }
    });

    // 搜索和过滤功能
    function filterInspirations() {
        const searchInput = document.getElementById('searchInput').value.toLowerCase();
        const sortSelect = document.getElementById('sortSelect').value;
        const cards = document.querySelectorAll('.inspiration-card');

        let visibleCards = Array.from(cards);

        // 搜索过滤
        visibleCards.forEach(card => {
            const name = card.dataset.inspirationName.toLowerCase();
            if (name.includes(searchInput)) {
                card.style.display = '';
            } else {
                card.style.display = 'none';
            }
        });

        // 获取可见的卡片
        visibleCards = Array.from(cards).filter(card => card.style.display !== 'none');

        // 排序
        if (sortSelect === 'step1-desc' || sortSelect === 'step1-asc') {
            visibleCards.sort((a, b) => {
                const step1A = parseFloat(a.dataset.step1Score) || 0;
                const step1B = parseFloat(b.dataset.step1Score) || 0;
                const step2A = parseFloat(a.dataset.step2Score) || 0;
                const step2B = parseFloat(b.dataset.step2Score) || 0;

                if (sortSelect === 'step1-desc') {
                    return step1B !== step1A ? step1B - step1A : step2B - step2A;
                } else {
                    return step1A !== step1B ? step1A - step1B : step2A - step2B;
                }
            });
        } else if (sortSelect === 'step2-desc' || sortSelect === 'step2-asc') {
            visibleCards.sort((a, b) => {
                const step2A = parseFloat(a.dataset.step2Score) || 0;
                const step2B = parseFloat(b.dataset.step2Score) || 0;
                const step1A = parseFloat(a.dataset.step1Score) || 0;
                const step1B = parseFloat(b.dataset.step1Score) || 0;

                if (sortSelect === 'step2-desc') {
                    return step2B !== step2A ? step2B - step2A : step1B - step1A;
                } else {
                    return step2A !== step2B ? step2A - step2B : step1A - step1B;
                }
            });
        } else if (sortSelect === 'name-asc' || sortSelect === 'name-desc') {
            visibleCards.sort((a, b) => {
                const nameA = a.dataset.inspirationName;
                const nameB = b.dataset.inspirationName;
                return sortSelect === 'name-asc' ? nameA.localeCompare(nameB) : nameB.localeCompare(nameA);
            });
        }

        // 重新排列卡片
        const container = document.querySelector('.inspirations-grid');
        visibleCards.forEach(card => {
            container.appendChild(card);
        });

        // 更新统计
        updateStats();
    }

    function updateStats() {
        const cards = document.querySelectorAll('.inspiration-card');
        const visibleCards = Array.from(cards).filter(card => card.style.display !== 'none');

        document.getElementById('totalCount').textContent = visibleCards.length;

        let step1ExcellentCount = 0;
        let step1GoodCount = 0;
        let step1NormalCount = 0;
        let step1NeedOptCount = 0;
        let step2ExcellentCount = 0;
        let step2GoodCount = 0;
        let step2NormalCount = 0;
        let step2NeedOptCount = 0;
        let totalStep1Score = 0;
        let totalStep2Score = 0;

        visibleCards.forEach(card => {
            const step1Score = parseFloat(card.dataset.step1Score) || 0;
            const step2Score = parseFloat(card.dataset.step2Score) || 0;

            totalStep1Score += step1Score;
            totalStep2Score += step2Score;

            // Step1 统计
            if (step1Score >= 0.7) step1ExcellentCount++;
            else if (step1Score >= 0.5) step1GoodCount++;
            else if (step1Score >= 0.3) step1NormalCount++;
            else step1NeedOptCount++;

            // Step2 统计
            if (step2Score >= 0.7) step2ExcellentCount++;
            else if (step2Score >= 0.5) step2GoodCount++;
            else if (step2Score >= 0.3) step2NormalCount++;
            else step2NeedOptCount++;
        });

        document.getElementById('step1ExcellentCount').textContent = step1ExcellentCount;
        document.getElementById('step1GoodCount').textContent = step1GoodCount;
        document.getElementById('step1NormalCount').textContent = step1NormalCount;
        document.getElementById('step1NeedOptCount').textContent = step1NeedOptCount;

        document.getElementById('step2ExcellentCount').textContent = step2ExcellentCount;
        document.getElementById('step2GoodCount').textContent = step2GoodCount;
        document.getElementById('step2NormalCount').textContent = step2NormalCount;
        document.getElementById('step2NeedOptCount').textContent = step2NeedOptCount;

        const avgStep1Score = visibleCards.length > 0 ? (totalStep1Score / visibleCards.length).toFixed(3) : '0.000';
        const avgStep2Score = visibleCards.length > 0 ? (totalStep2Score / visibleCards.length).toFixed(3) : '0.000';
        document.getElementById('avgStep1Score').textContent = avgStep1Score;
        document.getElementById('avgStep2Score').textContent = avgStep2Score;
    }
    '''


def generate_persona_structure_html(persona_data: Dict[str, Any]) -> str:
    """
    生成人设结构的树状HTML

    Args:
        persona_data: 人设数据

    Returns:
        人设结构的HTML字符串
    """
    if not persona_data:
        return '<div class="empty-state">暂无人设数据</div>'

    inspiration_list = persona_data.get("灵感点列表", [])
    if not inspiration_list:
        return '<div class="empty-state">暂无灵感点列表数据</div>'

    html_parts = ['<div class="tree">']

    for perspective_idx, perspective in enumerate(inspiration_list):
        perspective_name = perspective.get("视角名称", "未知视角")
        perspective_desc = perspective.get("视角描述", "")
        pattern_list = perspective.get("模式列表", [])

        # 一级节点：视角
        html_parts.append(f'''
            <ul>
                <li>
                    <div class="tree-node level-1">
                        <span class="node-icon">📁</span>
                        <span class="node-name">{html_module.escape(perspective_name)}</span>
                        <span class="node-count">{len(pattern_list)}个分类</span>
                    </div>
        ''')

        if perspective_desc:
            html_parts.append(f'''
                    <div class="node-desc">{html_module.escape(perspective_desc)}</div>
            ''')

        # 二级节点：分类
        if pattern_list:
            html_parts.append('<ul>')
            for pattern in pattern_list:
                category_name = pattern.get("分类名称", "未知分类")
                core_definition = pattern.get("核心定义", "")
                subcategories = pattern.get("二级细分", [])
                total_posts = sum(len(sub.get("帖子ID列表", [])) for sub in subcategories)

                html_parts.append(f'''
                    <li>
                        <div class="tree-node level-2">
                            <span class="node-icon">📂</span>
                            <span class="node-name">{html_module.escape(category_name)}</span>
                            <span class="node-count">{total_posts}个帖子</span>
                        </div>
                ''')

                if core_definition:
                    html_parts.append(f'''
                        <div class="node-desc">{html_module.escape(core_definition)}</div>
                    ''')

                # 三级节点：细分
                if subcategories:
                    html_parts.append('<ul>')
                    for subcategory in subcategories:
                        sub_name = subcategory.get("分类名称", "未知细分")
                        sub_definition = subcategory.get("分类定义", "")
                        post_ids = subcategory.get("帖子ID列表", [])

                        html_parts.append(f'''
                            <li>
                                <div class="tree-node level-3">
                                    <span class="node-icon">📄</span>
                                    <span class="node-name">{html_module.escape(sub_name)}</span>
                                    <span class="node-count">{len(post_ids)}个帖子</span>
                                </div>
                        ''')

                        if sub_definition:
                            html_parts.append(f'''
                                <div class="node-desc">{html_module.escape(sub_definition)}</div>
                            ''')

                        if post_ids:
                            html_parts.append(f'''
                                <div class="node-posts">
                                    <span class="posts-label">📋 帖子ID:</span>
                                    <span class="posts-ids">{", ".join([html_module.escape(str(pid)) for pid in post_ids[:5]])}</span>
                                    {f'<span class="posts-more">... 等{len(post_ids)}个</span>' if len(post_ids) > 5 else ''}
                                </div>
                            ''')

                        html_parts.append('</li>')
                    html_parts.append('</ul>')

                html_parts.append('</li>')
            html_parts.append('</ul>')

        html_parts.append('</li>')
        html_parts.append('</ul>')

    html_parts.append('</div>')
    return ''.join(html_parts)


def generate_html(
    inspirations_data: List[Dict[str, Any]],
    posts_map: Dict[str, Dict[str, Any]],
    persona_data: Dict[str, Any],
    output_path: str
) -> str:
    """
    生成完整的可视化HTML

    Args:
        inspirations_data: 灵感点数据列表
        posts_map: 帖子数据映射
        persona_data: 人设数据
        output_path: 输出文件路径

    Returns:
        输出文件路径
    """
    timestamp = datetime.now().strftime("%Y-%m-%d %H:%M:%S")

    # 统计信息
    total_count = len(inspirations_data)

    # Step1 统计
    step1_excellent_count = sum(1 for d in inspirations_data
                               if d["summary"].get("关键指标", {}).get("step1_top1_score", 0) >= 0.7)
    step1_good_count = sum(1 for d in inspirations_data
                          if 0.5 <= d["summary"].get("关键指标", {}).get("step1_top1_score", 0) < 0.7)
    step1_normal_count = sum(1 for d in inspirations_data
                            if 0.3 <= d["summary"].get("关键指标", {}).get("step1_top1_score", 0) < 0.5)
    step1_need_opt_count = sum(1 for d in inspirations_data
                              if d["summary"].get("关键指标", {}).get("step1_top1_score", 0) < 0.3)

    # Step2 统计
    step2_excellent_count = sum(1 for d in inspirations_data
                               if d["summary"].get("关键指标", {}).get("step2_score", 0) >= 0.7)
    step2_good_count = sum(1 for d in inspirations_data
                          if 0.5 <= d["summary"].get("关键指标", {}).get("step2_score", 0) < 0.7)
    step2_normal_count = sum(1 for d in inspirations_data
                            if 0.3 <= d["summary"].get("关键指标", {}).get("step2_score", 0) < 0.5)
    step2_need_opt_count = sum(1 for d in inspirations_data
                              if d["summary"].get("关键指标", {}).get("step2_score", 0) < 0.3)

    # 平均分数
    total_step1_score = sum(d["summary"].get("关键指标", {}).get("step1_top1_score", 0)
                           for d in inspirations_data)
    total_step2_score = sum(d["summary"].get("关键指标", {}).get("step2_score", 0)
                           for d in inspirations_data)
    avg_step1_score = total_step1_score / total_count if total_count > 0 else 0
    avg_step2_score = total_step2_score / total_count if total_count > 0 else 0

    # 按Step1分数排序（Step2作为次要排序）
    inspirations_data_sorted = sorted(
        inspirations_data,
        key=lambda x: (x["summary"].get("关键指标", {}).get("step1_top1_score", 0),
                      x["summary"].get("关键指标", {}).get("step2_score", 0)),
        reverse=True
    )

    # 生成卡片HTML
    cards_html = [generate_inspiration_card_html(data) for data in inspirations_data_sorted]
    cards_html_str = '\n'.join(cards_html)

    # 生成人设结构HTML
    persona_structure_html = generate_persona_structure_html(persona_data)

    # 生成JavaScript
    detail_modal_js = generate_detail_modal_content_js()

    # 完整HTML
    html_content = f'''<!DOCTYPE html>
<html lang="zh-CN">
<head>
    <meta charset="UTF-8">
    <meta name="viewport" content="width=device-width, initial-scale=1.0">
    <title>灵感点分析可视化</title>
    <style>
        * {{
            margin: 0;
            padding: 0;
            box-sizing: border-box;
        }}

        body {{
            font-family: -apple-system, BlinkMacSystemFont, "Segoe UI", Roboto, "Helvetica Neue", Arial, sans-serif;
            background: linear-gradient(135deg, #667eea 0%, #764ba2 100%);
            color: #333;
            line-height: 1.6;
            min-height: 100vh;
            padding: 20px;
        }}

        .container {{
            max-width: 1600px;
            margin: 0 auto;
        }}

        .header {{
            background: white;
            padding: 40px;
            border-radius: 16px;
            margin-bottom: 30px;
            box-shadow: 0 10px 40px rgba(0,0,0,0.2);
        }}

        .header h1 {{
            font-size: 42px;
            margin-bottom: 10px;
            background: linear-gradient(135deg, #667eea 0%, #764ba2 100%);
            -webkit-background-clip: text;
            -webkit-text-fill-color: transparent;
            font-weight: 800;
        }}

        .header-subtitle {{
            font-size: 16px;
            color: #6b7280;
            margin-bottom: 30px;
        }}

        .stats-overview {{
            display: grid;
            grid-template-columns: repeat(auto-fit, minmax(180px, 1fr));
            gap: 20px;
            margin-top: 25px;
        }}

        .stat-box {{
            background: linear-gradient(135deg, #f5f7fa 0%, #c3cfe2 100%);
            padding: 20px;
            border-radius: 12px;
            text-align: center;
            transition: transform 0.3s ease;
        }}

        .stat-box:hover {{
            transform: translateY(-5px);
        }}

        .stat-label {{
            font-size: 13px;
            color: #6b7280;
            margin-bottom: 8px;
            font-weight: 600;
        }}

        .stat-value {{
            font-size: 32px;
            font-weight: 700;
            color: #1a1a1a;
        }}

        .stat-box.excellent .stat-value {{
            color: #10b981;
        }}

        .stat-box.good .stat-value {{
            color: #f59e0b;
        }}

        .stat-box.normal .stat-value {{
            color: #3b82f6;
        }}

        .stat-box.need-opt .stat-value {{
            color: #ef4444;
        }}

        .controls-section {{
            background: #f9fafb;
            padding: 25px;
            border-radius: 12px;
            margin-bottom: 30px;
            display: flex;
            gap: 20px;
            flex-wrap: wrap;
            align-items: center;
        }}

        .search-box {{
            flex: 1;
            min-width: 250px;
        }}

        .search-input {{
            width: 100%;
            padding: 12px 20px;
            border: 2px solid #e5e7eb;
            border-radius: 10px;
            font-size: 15px;
            transition: all 0.3s;
        }}

        .search-input:focus {{
            outline: none;
            border-color: #667eea;
            box-shadow: 0 0 0 3px rgba(102, 126, 234, 0.1);
        }}

        .sort-box {{
            display: flex;
            align-items: center;
            gap: 12px;
        }}

        .sort-label {{
            font-size: 14px;
            font-weight: 600;
            color: #374151;
        }}

        .sort-select {{
            padding: 10px 16px;
            border: 2px solid #e5e7eb;
            border-radius: 10px;
            font-size: 14px;
            background: white;
            cursor: pointer;
            transition: all 0.3s;
        }}

        .sort-select:focus {{
            outline: none;
            border-color: #667eea;
        }}

        .inspirations-section {{
            padding: 0;
        }}

        .inspirations-grid {{
            display: grid;
            grid-template-columns: repeat(auto-fill, minmax(380px, 1fr));
            gap: 25px;
        }}

        .inspiration-card {{
            background: white;
            border-radius: 14px;
            padding: 25px;
            border-left: 6px solid #10b981;
            cursor: pointer;
            transition: all 0.3s ease;
            box-shadow: 0 4px 12px rgba(0,0,0,0.08);
            position: relative;
        }}

        .inspiration-card:hover {{
            transform: translateY(-8px);
            box-shadow: 0 12px 30px rgba(102, 126, 234, 0.2);
        }}

        .card-header {{
            display: flex;
            justify-content: space-between;
            align-items: flex-start;
            margin-bottom: 20px;
            gap: 12px;
        }}

        .inspiration-name {{
            font-size: 19px;
            font-weight: 700;
            color: #1a1a1a;
            line-height: 1.4;
            flex: 1;
        }}

        .grade-badge {{
            background: #10b981;
            color: white;
            padding: 6px 14px;
            border-radius: 20px;
            font-size: 12px;
            font-weight: 700;
            white-space: nowrap;
        }}

        .score-section {{
            display: flex;
            align-items: center;
            gap: 25px;
            margin-bottom: 20px;
            padding: 20px;
            background: linear-gradient(135deg, #f8f9fa 0%, #e9ecef 100%);
            border-radius: 12px;
        }}

        .score-item {{
            display: flex;
            flex-direction: column;
            align-items: center;
            gap: 8px;
            flex: 1;
        }}

        .main-score {{
            display: flex;
            flex-direction: column;
            align-items: center;
            gap: 8px;
        }}

        .score-circle {{
            width: 90px;
            height: 90px;
            border-radius: 50%;
            border: 6px solid #10b981;
            display: flex;
            align-items: center;
            justify-content: center;
            background: white;
        }}

        .score-value {{
            font-size: 26px;
            font-weight: 800;
            color: #10b981;
        }}

        .score-label {{
            font-size: 12px;
            color: #6b7280;
            font-weight: 600;
        }}

        .sub-scores {{
            flex: 1;
            display: flex;
            flex-direction: column;
            gap: 12px;
        }}

        .sub-score-item {{
            display: flex;
            justify-content: space-between;
            align-items: center;
            padding: 10px 15px;
            background: white;
            border-radius: 8px;
        }}

        .sub-score-label {{
            font-size: 13px;
            color: #6b7280;
            font-weight: 600;
        }}

        .sub-score-value {{
            font-size: 18px;
            font-weight: 700;
            color: #2563eb;
        }}

        .metrics-section {{
            display: flex;
            flex-direction: column;
            gap: 10px;
            margin-bottom: 15px;
        }}

        .metric-item {{
            display: flex;
            align-items: center;
            gap: 8px;
            font-size: 13px;
            color: #4b5563;
        }}

        .metric-icon {{
            font-size: 16px;
        }}

        .metric-label {{
            font-weight: 600;
        }}

        .metric-value {{
            color: #1f2937;
        }}

        .match-preview {{
            background: #f9fafb;
            padding: 12px;
            border-radius: 8px;
            margin-bottom: 10px;
            border-left: 3px solid #8b5cf6;
        }}

        .match-preview-header {{
            font-size: 12px;
            font-weight: 600;
            color: #6b7280;
            margin-bottom: 6px;
        }}

        .match-preview-content {{
            display: flex;
            justify-content: space-between;
            align-items: center;
        }}

        .match-preview-name {{
            font-size: 13px;
            color: #1f2937;
            flex: 1;
        }}

        .match-preview-score {{
            font-size: 16px;
            font-weight: 700;
        }}

        .preview-parts {{
            margin-top: 8px;
            padding: 8px 10px;
            border-radius: 6px;
            font-size: 12px;
            line-height: 1.6;
        }}

        .preview-parts.same {{
            background: #f0fdf4;
            color: #15803d;
            border-left: 3px solid #10b981;
        }}

        .preview-parts.increment {{
            background: #fff7ed;
            color: #92400e;
            border-left: 3px solid #f59e0b;
            margin-top: 6px;
        }}

        .preview-parts strong {{
            font-weight: 700;
            margin-right: 6px;
        }}

        .score-divider {{
            width: 1px;
            height: 40px;
            background: #e5e7eb;
        }}

        .click-hint {{
            position: absolute;
            bottom: 15px;
            right: 15px;
            font-size: 12px;
            color: #8b5cf6;
            font-weight: 700;
            opacity: 0;
            transition: opacity 0.3s ease;
            background: rgba(139, 92, 246, 0.1);
            padding: 6px 12px;
            border-radius: 8px;
        }}

        .inspiration-card:hover .click-hint {{
            opacity: 1;
        }}

        /* Modal样式 */
        .modal-overlay {{
            display: none;
            position: fixed;
            top: 0;
            left: 0;
            right: 0;
            bottom: 0;
            background: rgba(0, 0, 0, 0.8);
            z-index: 1000;
            align-items: center;
            justify-content: center;
            padding: 20px;
            overflow-y: auto;
        }}

        .modal-overlay.active {{
            display: flex;
        }}

        .modal-content {{
            background: white;
            border-radius: 16px;
            max-width: 1200px;
            width: 100%;
            max-height: 90vh;
            overflow-y: auto;
            position: relative;
        }}

        .modal-close {{
            position: sticky;
            top: 0;
            right: 0;
            background: white;
            border: none;
            font-size: 32px;
            color: #6b7280;
            cursor: pointer;
            padding: 15px 20px;
            z-index: 10;
            text-align: right;
            border-bottom: 1px solid #e5e7eb;
        }}

        .modal-close:hover {{
            color: #1f2937;
        }}

        .modal-body {{
            padding: 30px;
        }}

        .modal-header {{
            margin-bottom: 25px;
            padding-bottom: 20px;
            border-bottom: 2px solid #e5e7eb;
        }}

        .modal-title {{
            font-size: 28px;
            font-weight: 800;
            color: #1a1a1a;
        }}

        .modal-section {{
            margin-bottom: 30px;
        }}

        .modal-section h3 {{
            font-size: 20px;
            font-weight: 700;
            color: #374151;
            margin-bottom: 15px;
            padding-bottom: 10px;
            border-bottom: 2px solid #f3f4f6;
        }}

        .info-grid {{
            display: grid;
            grid-template-columns: repeat(auto-fit, minmax(250px, 1fr));
            gap: 15px;
        }}

        .info-item {{
            background: #f9fafb;
            padding: 12px 16px;
            border-radius: 8px;
            border-left: 3px solid #8b5cf6;
        }}

        .info-label {{
            font-weight: 600;
            color: #6b7280;
            font-size: 13px;
            margin-right: 8px;
        }}

        .info-value {{
            color: #1f2937;
            font-size: 14px;
        }}

        .metrics-grid {{
            display: grid;
            grid-template-columns: repeat(auto-fit, minmax(200px, 1fr));
            gap: 15px;
        }}

        .metric-box {{
            background: linear-gradient(135deg, #667eea 0%, #764ba2 100%);
            padding: 20px;
            border-radius: 12px;
            text-align: center;
            color: white;
        }}

        .metric-box.wide {{
            grid-column: span 2;
        }}

        .metric-box-label {{
            font-size: 13px;
            opacity: 0.9;
            margin-bottom: 8px;
            font-weight: 600;
        }}

        .metric-box-value {{
            font-size: 28px;
            font-weight: 700;
        }}

        .metric-box-value.small {{
            font-size: 16px;
        }}

        .step-content {{
            background: #f9fafb;
            padding: 20px;
            border-radius: 12px;
        }}

        .step-field {{
            margin-bottom: 20px;
        }}

        .step-field-label {{
            font-weight: 700;
            color: #374151;
            font-size: 14px;
            margin-bottom: 8px;
            display: block;
        }}

        .step-field-value {{
            color: #1f2937;
            font-size: 15px;
            line-height: 1.7;
        }}

        .matches-list {{
            display: flex;
            flex-direction: column;
            gap: 15px;
            margin-top: 10px;
        }}

        .match-item {{
            background: white;
            padding: 18px;
            border-radius: 10px;
            border-left: 5px solid #3b82f6;
        }}

        .match-item.top1 {{
            border-left-color: #fbbf24;
            background: linear-gradient(135deg, #fef3c7 0%, #fde68a 50%, white 100%);
        }}

        .match-item.top2 {{
            border-left-color: #c0c0c0;
            background: linear-gradient(135deg, #f3f4f6 0%, #e5e7eb 50%, white 100%);
        }}

        .match-item.top3 {{
            border-left-color: #cd7f32;
            background: linear-gradient(135deg, #fef3c7 0%, #fed7aa 50%, white 100%);
        }}

        .match-header {{
            display: flex;
            justify-content: space-between;
            align-items: center;
            margin-bottom: 12px;
            gap: 10px;
        }}

        .match-rank {{
            font-size: 18px;
            font-weight: 800;
            color: #6b7280;
        }}

        .match-element-name {{
            flex: 1;
            font-size: 16px;
            font-weight: 700;
            color: #1f2937;
        }}

        .match-score {{
            font-size: 22px;
            font-weight: 800;
            color: #2563eb;
            background: white;
            padding: 6px 14px;
            border-radius: 8px;
        }}

        .match-detail {{
            background: rgba(255, 255, 255, 0.7);
            padding: 10px;
            border-radius: 6px;
            margin-bottom: 10px;
            font-size: 13px;
            color: #4b5563;
        }}

        .match-reason {{
            color: #1f2937;
            font-size: 14px;
            line-height: 1.7;
        }}

        .increment-matches {{
            display: flex;
            flex-direction: column;
            gap: 12px;
            margin-top: 10px;
        }}

        .increment-item {{
            background: white;
            padding: 15px;
            border-radius: 8px;
            border-left: 4px solid #10b981;
        }}

        .increment-header {{
            display: flex;
            justify-content: space-between;
            align-items: center;
            margin-bottom: 10px;
        }}

        .increment-words {{
            font-weight: 700;
            color: #1f2937;
            font-size: 15px;
        }}

        .increment-score {{
            font-size: 20px;
            font-weight: 800;
            color: #10b981;
        }}

        .increment-reason {{
            color: #4b5563;
            font-size: 13px;
            line-height: 1.6;
        }}

        .empty-state {{
            text-align: center;
            padding: 40px;
            color: #9ca3af;
            font-size: 14px;
        }}

        .modal-link {{
            margin-top: 25px;
            padding-top: 20px;
            border-top: 2px solid #e5e7eb;
            text-align: center;
        }}

        .modal-link-btn {{
            display: inline-flex;
            align-items: center;
            gap: 10px;
            padding: 12px 24px;
            background: linear-gradient(135deg, #667eea 0%, #764ba2 100%);
            color: white;
            text-decoration: none;
            border-radius: 10px;
            font-size: 15px;
            font-weight: 600;
            transition: all 0.3s;
        }}

        .modal-link-btn:hover {{
            transform: translateY(-2px);
            box-shadow: 0 8px 20px rgba(102, 126, 234, 0.4);
        }}

        .timestamp {{
            text-align: center;
            color: white;
            font-size: 13px;
            margin-top: 30px;
            opacity: 0.8;
        }}

        .match-context {{
            background: #f3f4f6;
            padding: 8px 12px;
            border-radius: 6px;
            margin: 8px 0;
            font-size: 12px;
            color: #6b7280;
            line-height: 1.6;
        }}

        .match-explain {{
            background: #fef3c7;
            padding: 10px 12px;
            border-radius: 6px;
            margin: 10px 0;
            font-size: 13px;
            color: #92400e;
            line-height: 1.7;
            border-left: 3px solid #f59e0b;
        }}

        .match-parts {{
            margin: 12px 0;
            border-radius: 8px;
            overflow: hidden;
        }}

        .match-parts.same-parts {{
            background: #f0fdf4;
            border: 2px solid #10b981;
        }}

        .match-parts.increment-parts {{
            background: #fff7ed;
            border: 2px solid #f59e0b;
        }}

        .parts-header {{
            font-weight: 700;
            padding: 10px 12px;
            font-size: 13px;
        }}

        .same-parts .parts-header {{
            background: #dcfce7;
            color: #15803d;
        }}

        .increment-parts .parts-header {{
            background: #fed7aa;
            color: #92400e;
        }}

        .parts-content {{
            padding: 8px 12px;
        }}

        .part-item {{
            padding: 6px 0;
            border-bottom: 1px solid rgba(0,0,0,0.05);
            font-size: 13px;
            line-height: 1.6;
        }}

        .part-item:last-child {{
            border-bottom: none;
        }}

        .part-key {{
            font-weight: 600;
            color: #374151;
            margin-right: 6px;
        }}

        .part-value {{
            color: #1f2937;
        }}

        .increment-context {{
            background: #fef3c7;
            padding: 10px 12px;
            border-radius: 6px;
            margin: 10px 0;
            font-size: 12px;
            color: #92400e;
            line-height: 1.6;
            border-left: 3px solid #f59e0b;
        }}

        /* Tab样式 */
        .tabs-nav {{
            background: white;
            padding: 0 30px;
            border-radius: 16px 16px 0 0;
            margin-bottom: 0;
            box-shadow: 0 4px 20px rgba(0,0,0,0.1);
            display: flex;
            gap: 10px;
        }}

        .tab-button {{
            padding: 15px 30px;
            border: none;
            background: transparent;
            color: #6b7280;
            font-size: 15px;
            font-weight: 600;
            cursor: pointer;
            border-bottom: 3px solid transparent;
            transition: all 0.3s;
        }}

        .tab-button:hover {{
            color: #667eea;
            background: rgba(102, 126, 234, 0.05);
        }}

        .tab-button.active {{
            color: #667eea;
            border-bottom-color: #667eea;
            background: rgba(102, 126, 234, 0.05);
        }}

        .tab-content {{
            display: none;
            background: white;
            padding: 30px;
            border-radius: 0 0 16px 16px;
            box-shadow: 0 10px 40px rgba(0,0,0,0.15);
        }}

        .tab-content.active {{
            display: block;
        }}

        /* 人设结构样式 */
        .persona-structure-section h2 {{
            font-size: 28px;
            font-weight: 700;
            margin-bottom: 25px;
            color: #1a1a1a;
        }}

        /* 树状图样式 */
        .tree {{
            font-size: 14px;
        }}

        .tree ul {{
            padding-left: 30px;
            list-style: none;
            position: relative;
        }}

        .tree ul ul {{
            padding-left: 40px;
        }}

        .tree li {{
            position: relative;
            padding: 8px 0;
        }}

        .tree li::before {{
            content: "";
            position: absolute;
            top: 0;
            left: -20px;
            border-left: 2px solid #d1d5db;
            border-bottom: 2px solid #d1d5db;
            width: 20px;
            height: 20px;
        }}

        .tree li::after {{
            content: "";
            position: absolute;
            top: 20px;
            left: -20px;
            border-left: 2px solid #d1d5db;
            height: 100%;
        }}

        .tree li:last-child::after {{
            display: none;
        }}

        .tree > ul > li::before,
        .tree > ul > li::after {{
            display: none;
        }}

        .tree-node {{
            display: inline-flex;
            align-items: center;
            gap: 10px;
            padding: 12px 16px;
            border-radius: 8px;
            transition: all 0.3s;
            margin-bottom: 8px;
        }}

        .tree-node:hover {{
            transform: translateX(4px);
            box-shadow: 0 4px 12px rgba(0,0,0,0.1);
        }}

        .tree-node.level-1 {{
            background: linear-gradient(135deg, #667eea 0%, #764ba2 100%);
            color: white;
            font-size: 18px;
            font-weight: 700;
            padding: 16px 20px;
        }}

        .tree-node.level-2 {{
            background: linear-gradient(135deg, #f0f9ff 0%, #e0f2fe 100%);
            color: #1e40af;
            font-size: 16px;
            font-weight: 600;
            border: 2px solid #3b82f6;
        }}

        .tree-node.level-3 {{
            background: white;
            color: #374151;
            font-size: 14px;
            font-weight: 500;
            border: 1px solid #e5e7eb;
        }}

        .node-icon {{
            font-size: 20px;
        }}

        .tree-node.level-1 .node-icon {{
            font-size: 24px;
        }}

        .node-name {{
            flex: 1;
        }}

        .node-count {{
            background: rgba(255, 255, 255, 0.3);
            padding: 4px 12px;
            border-radius: 12px;
            font-size: 12px;
            font-weight: 600;
        }}

        .tree-node.level-1 .node-count {{
            background: rgba(255, 255, 255, 0.4);
        }}

        .tree-node.level-2 .node-count {{
            background: #bfdbfe;
            color: #1e3a8a;
        }}

        .tree-node.level-3 .node-count {{
            background: #dcfce7;
            color: #166534;
        }}

        .node-desc {{
            margin: 8px 0 8px 50px;
            padding: 12px 16px;
            background: #fffbeb;
            border-left: 3px solid #f59e0b;
            border-radius: 6px;
            color: #92400e;
            font-size: 13px;
            line-height: 1.7;
        }}

        .node-posts {{
            margin: 8px 0 8px 50px;
            padding: 12px 16px;
            background: #f0fdf4;
            border-left: 3px solid #10b981;
            border-radius: 6px;
            font-size: 12px;
            line-height: 1.8;
        }}

        .posts-label {{
            font-weight: 600;
            color: #15803d;
            margin-right: 8px;
        }}

        .posts-ids {{
            color: #166534;
            word-break: break-all;
        }}

        .posts-more {{
            color: #059669;
            font-weight: 600;
            margin-left: 8px;
        }}

        @media (max-width: 768px) {{
            .inspirations-grid {{
                grid-template-columns: 1fr;
            }}

            .header h1 {{
                font-size: 32px;
            }}

            .stats-overview {{
                grid-template-columns: repeat(2, 1fr);
            }}
        }}
    </style>
</head>
<body>
    <div class="container">
        <div class="header">
            <h1>💡 灵感点分析可视化</h1>
            <div class="header-subtitle">基于HOW人设的灵感点匹配分析结果</div>

            <div class="stats-overview">
                <div class="stat-box">
                    <div class="stat-label">分析总数</div>
                    <div class="stat-value" id="totalCount">{total_count}</div>
                </div>
                <div class="stat-box excellent">
                    <div class="stat-label">Step1优秀 (≥0.7)</div>
                    <div class="stat-value" id="step1ExcellentCount">{step1_excellent_count}</div>
                </div>
                <div class="stat-box good">
                    <div class="stat-label">Step1良好 (0.5-0.7)</div>
                    <div class="stat-value" id="step1GoodCount">{step1_good_count}</div>
                </div>
                <div class="stat-box normal">
                    <div class="stat-label">Step1一般 (0.3-0.5)</div>
                    <div class="stat-value" id="step1NormalCount">{step1_normal_count}</div>
                </div>
                <div class="stat-box need-opt">
                    <div class="stat-label">Step1待优化 (<0.3)</div>
                    <div class="stat-value" id="step1NeedOptCount">{step1_need_opt_count}</div>
                </div>
                <div class="stat-box excellent">
                    <div class="stat-label">Step2优秀 (≥0.7)</div>
                    <div class="stat-value" id="step2ExcellentCount">{step2_excellent_count}</div>
                </div>
                <div class="stat-box good">
                    <div class="stat-label">Step2良好 (0.5-0.7)</div>
                    <div class="stat-value" id="step2GoodCount">{step2_good_count}</div>
                </div>
                <div class="stat-box normal">
                    <div class="stat-label">Step2一般 (0.3-0.5)</div>
                    <div class="stat-value" id="step2NormalCount">{step2_normal_count}</div>
                </div>
                <div class="stat-box need-opt">
                    <div class="stat-label">Step2待优化 (<0.3)</div>
                    <div class="stat-value" id="step2NeedOptCount">{step2_need_opt_count}</div>
                </div>
                <div class="stat-box">
                    <div class="stat-label">Step1平均分</div>
                    <div class="stat-value" id="avgStep1Score">{avg_step1_score:.3f}</div>
                </div>
                <div class="stat-box">
                    <div class="stat-label">Step2平均分</div>
                    <div class="stat-value" id="avgStep2Score">{avg_step2_score:.3f}</div>
                </div>
            </div>
        </div>

        <div class="tabs-nav">
            <button class="tab-button active" onclick="switchTab(event, 'tab-inspirations')">
                灵感点分析
            </button>
            <button class="tab-button" onclick="switchTab(event, 'tab-persona')">
                人设结构
            </button>
        </div>

        <div id="tab-inspirations" class="tab-content active">
            <div class="controls-section">
                <div class="search-box">
                    <input type="text"
                           id="searchInput"
                           class="search-input"
                           placeholder="🔍 搜索灵感点名称..."
                           oninput="filterInspirations()">
                </div>

                <div class="sort-box">
                    <span class="sort-label">排序方式:</span>
                    <select id="sortSelect" class="sort-select" onchange="filterInspirations()">
                        <option value="step1-desc">Step1分数从高到低</option>
                        <option value="step1-asc">Step1分数从低到高</option>
                        <option value="step2-desc">Step2分数从高到低</option>
                        <option value="step2-asc">Step2分数从低到高</option>
                        <option value="name-asc">名称A-Z</option>
                        <option value="name-desc">名称Z-A</option>
                    </select>
                </div>
            </div>

            <div class="inspirations-section">
                <div class="inspirations-grid">
                    {cards_html_str}
                </div>
            </div>
        </div>

        <div id="tab-persona" class="tab-content">
            <div class="persona-structure-section">
                <h2>📚 人设结构</h2>
                {persona_structure_html}
            </div>
        </div>

        <div class="timestamp">生成时间: {timestamp}</div>

        <!-- Modal -->
        <div id="detailModal" class="modal-overlay" onclick="closeModalOnOverlay(event)">
            <div class="modal-content">
                <button class="modal-close" onclick="closeModal()">&times;</button>
                <div class="modal-body" id="modalBody">
                    <!-- Content will be inserted here -->
                </div>
            </div>
        </div>
    </div>

    <script>
    {detail_modal_js}
    </script>
</body>
</html>'''

    # 写入文件
    output_file = Path(output_path)
    output_file.parent.mkdir(parents=True, exist_ok=True)

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

    return str(output_file.absolute())


def load_persona_data(persona_path: str) -> Dict[str, Any]:
    """
    加载人设数据

    Args:
        persona_path: 人设JSON文件路径

    Returns:
        人设数据字典
    """
    try:
        with open(persona_path, 'r', encoding='utf-8') as f:
            return json.load(f)
    except Exception as e:
        print(f"警告: 读取人设文件失败: {e}")
        return {}


def main():
    """主函数"""
    import sys

    # 配置路径
    inspiration_dir = "/Users/semsevens/Desktop/workspace/aaa/dev_3/data/阿里多多酱/out/人设_1110/how/灵感点"
    posts_dir = "/Users/semsevens/Desktop/workspace/aaa/dev_3/data/阿里多多酱/作者历史帖子"
    persona_path = "/Users/semsevens/Desktop/workspace/aaa/dev_3/data/阿里多多酱/out/人设_1110/人设.json"
    output_path = "/Users/semsevens/Desktop/workspace/aaa/dev_3/data/阿里多多酱/out/人设_1110/how/灵感点可视化.html"

    print("=" * 60)
    print("灵感点分析可视化脚本")
    print("=" * 60)

    # 加载数据
    print("\n📂 正在加载灵感点数据...")
    inspirations_data = load_inspiration_points_data(inspiration_dir)
    print(f"✅ 成功加载 {len(inspirations_data)} 个灵感点")

    print("\n📂 正在加载帖子数据...")
    posts_map = load_posts_data(posts_dir)
    print(f"✅ 成功加载 {len(posts_map)} 个帖子")

    print("\n📂 正在加载人设数据...")
    persona_data = load_persona_data(persona_path)
    print(f"✅ 成功加载人设数据")

    # 生成HTML
    print("\n🎨 正在生成可视化HTML...")
    result_path = generate_html(inspirations_data, posts_map, persona_data, output_path)

    print(f"\n✅ 可视化文件已生成!")
    print(f"📄 文件路径: {result_path}")
    print(f"\n💡 在浏览器中打开该文件即可查看可视化结果")
    print("=" * 60)


if __name__ == "__main__":
    main()