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build_creation_pattern_v3.py

build_creation_pattern_v3.py 30 KB
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  1. #!/usr/bin/env python3
    2. 

  2. # -*- coding: utf-8 -*-
    3. 

  3. """
    4. 

  4. 构建创作思维路径可视化 V3
    5. 

  5. 

  6. 新版特性：
    7. 

  7. - 按节点发现编号分层布局（同一编号在同一层）
    8. 

  8. - 同一个发现编号的节点使用相同的填充颜色
    9. 

  9. - Tab 切换展示目录下所有帖子
    10. 

  10. 

  11. 读取 creation_pattern 目录下的 JSON 数据，输出单文件 HTML
    12. 

  12. """
    13. 

  13. 

  14. import json
    15. 

  15. import sys
    16. 

  16. from pathlib import Path
    17. 

  17. 

  18. # 项目路径
    19. 

  19. project_root = Path(__file__).parent.parent.parent
    20. 

  20. sys.path.insert(0, str(project_root))
    21. 

  21. 

  22. from script.data_processing.path_config import PathConfig
    23. 

  23. 

  24. 

  25. HTML_TEMPLATE = '''<!DOCTYPE html>
    26. 

  26. <html lang="zh-CN">
    27. 

  27. <head>
    28. 

  28.   <meta charset="UTF-8">
    29. 

  29.   <meta name="viewport" content="width=device-width, initial-scale=1.0">
    30. 

  30.   <title>创作思维路径可视化</title>
    31. 

  31.   <script src="https://d3js.org/d3.v7.min.js"></script>
    32. 

  32.   <style>
    33. 

  33.     * { margin: 0; padding: 0; box-sizing: border-box; }
    34. 

  34.     body {
    35. 

  35.       font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, sans-serif;
    36. 

  36.       background: #1a1a2e;
    37. 

  37.       color: #eee;
    38. 

  38.       overflow: hidden;
    39. 

  39.     }
    40. 

  40.     .container { display: flex; flex-direction: column; height: 100vh; }
    41. 

  41. 

  42.     /* Tab 样式 */
    43. 

  43.     .tab-bar {
    44. 

  44.       display: flex;
    45. 

  45.       background: #0f3460;
    46. 

  46.       border-bottom: 1px solid #16213e;
    47. 

  47.       overflow-x: auto;
    48. 

  48.       flex-shrink: 0;
    49. 

  49.     }
    50. 

  50.     .tab-bar::-webkit-scrollbar { height: 4px; }
    51. 

  51.     .tab-bar::-webkit-scrollbar-thumb { background: #e94560; border-radius: 2px; }
    52. 

  52.     .tab-item {
    53. 

  53.       padding: 10px 16px;
    54. 

  54.       font-size: 12px;
    55. 

  55.       color: #888;
    56. 

  56.       cursor: pointer;
    57. 

  57.       border-bottom: 2px solid transparent;
    58. 

  58.       white-space: nowrap;
    59. 

  59.       transition: all 0.2s;
    60. 

  60.     }
    61. 

  61.     .tab-item:hover { color: #ccc; background: rgba(233, 69, 96, 0.1); }
    62. 

  62.     .tab-item.active {
    63. 

  63.       color: #e94560;
    64. 

  64.       border-bottom-color: #e94560;
    65. 

  65.       background: rgba(233, 69, 96, 0.1);
    66. 

  66.     }
    67. 

  67. 

  68.     header {
    69. 

  69.       padding: 10px 20px;
    70. 

  70.       background: #16213e;
    71. 

  71.       border-bottom: 1px solid #0f3460;
    72. 

  72.       display: flex;
    73. 

  73.       align-items: center;
    74. 

  74.       gap: 20px;
    75. 

  75.     }
    76. 

  76.     h1 { font-size: 16px; font-weight: 500; color: #e94560; }
    77. 

  77.     .controls { display: flex; align-items: center; gap: 12px; flex: 1; }
    78. 

  78.     .slider-container {
    79. 

  79.       display: flex;
    80. 

  80.       align-items: center;
    81. 

  81.       gap: 8px;
    82. 

  82.       background: #0f3460;
    83. 

  83.       padding: 6px 12px;
    84. 

  84.       border-radius: 6px;
    85. 

  85.     }
    86. 

  86.     .slider-container label { font-size: 13px; color: #aaa; }
    87. 

  87.     #stepSlider { width: 200px; cursor: pointer; }
    88. 

  88.     #stepDisplay { font-size: 14px; font-weight: 600; color: #e94560; min-width: 60px; }
    89. 

  89.     .play-btn {
    90. 

  90.       background: #e94560;
    91. 

  91.       border: none;
    92. 

  92.       color: white;
    93. 

  93.       padding: 6px 14px;
    94. 

  94.       border-radius: 4px;
    95. 

  95.       cursor: pointer;
    96. 

  96.       font-size: 13px;
    97. 

  97.     }
    98. 

  98.     .play-btn:hover { background: #ff6b6b; }
    99. 

  99. 

  100.     .legend {
    101. 

  101.       display: flex;
    102. 

  102.       gap: 12px;
    103. 

  103.       font-size: 11px;
    104. 

  104.       color: #888;
    105. 

  105.       margin-left: auto;
    106. 

  106.       background: #0f3460;
    107. 

  107.       padding: 6px 12px;
    108. 

  108.       border-radius: 6px;
    109. 

  109.     }
    110. 

  110.     .legend-item { display: flex; align-items: center; gap: 4px; }
    111. 

  111.     .legend-dot { width: 10px; height: 10px; border-radius: 50%; }
    112. 

  112. 

  113.     main { flex: 1; display: flex; overflow: hidden; }
    114. 

  114.     .graph-area { flex: 1; position: relative; }
    115. 

  115.     .graph-area svg { width: 100%; height: 100%; }
    116. 

  116. 

  117.     .right-panel {
    118. 

  118.       width: 340px;
    119. 

  119.       background: #16213e;
    120. 

  120.       border-left: 1px solid #0f3460;
    121. 

  121.       display: flex;
    122. 

  122.       flex-direction: column;
    123. 

  123.       overflow: hidden;
    124. 

  124.     }
    125. 

  125. 

  126.     .post-summary {
    127. 

  127.       padding: 16px;
    128. 

  128.       border-bottom: 1px solid #0f3460;
    129. 

  129.       max-height: 180px;
    130. 

  130.       overflow-y: auto;
    131. 

  131.     }
    132. 

  132.     .post-title {
    133. 

  133.       font-size: 14px;
    134. 

  134.       font-weight: 600;
    135. 

  135.       color: #e94560;
    136. 

  136.       margin-bottom: 8px;
    137. 

  137.       line-height: 1.4;
    138. 

  138.     }
    139. 

  139.     .post-body {
    140. 

  140.       font-size: 12px;
    141. 

  141.       color: #aaa;
    142. 

  142.       line-height: 1.6;
    143. 

  143.       max-height: 80px;
    144. 

  144.       overflow-y: auto;
    145. 

  145.     }
    146. 

  146.     .post-meta {
    147. 

  147.       margin-top: 8px;
    148. 

  148.       font-size: 11px;
    149. 

  149.       color: #666;
    150. 

  150.       display: flex;
    151. 

  151.       gap: 12px;
    152. 

  152.     }
    153. 

  153. 

  154.     .timeline {
    155. 

  155.       flex: 1;
    156. 

  156.       overflow-y: auto;
    157. 

  157.       padding: 16px;
    158. 

  158.     }
    159. 

  159.     .timeline-title {
    160. 

  160.       font-size: 13px;
    161. 

  161.       font-weight: 600;
    162. 

  162.       color: #888;
    163. 

  163.       margin-bottom: 12px;
    164. 

  164.     }
    165. 

  165.     .timeline-item {
    166. 

  166.       position: relative;
    167. 

  167.       padding-left: 24px;
    168. 

  168.       padding-bottom: 16px;
    169. 

  169.       border-left: 2px solid #0f3460;
    170. 

  170.       margin-left: 8px;
    171. 

  171.       cursor: pointer;
    172. 

  172.       transition: all 0.2s;
    173. 

  173.     }
    174. 

  174.     .timeline-item:hover {
    175. 

  175.       background: rgba(233, 69, 96, 0.1);
    176. 

  176.       margin-left: 6px;
    177. 

  177.       padding-left: 26px;
    178. 

  178.     }
    179. 

  179.     .timeline-item:last-child { border-left-color: transparent; }
    180. 

  180.     .timeline-item.active { border-left-color: #e94560; }
    181. 

  181.     .timeline-item.future { opacity: 0.4; }
    182. 

  182.     .timeline-dot {
    183. 

  183.       position: absolute;
    184. 

  184.       left: -7px;
    185. 

  185.       top: 0;
    186. 

  186.       width: 12px;
    187. 

  187.       height: 12px;
    188. 

  188.       border-radius: 50%;
    189. 

  189.       display: flex;
    190. 

  190.       align-items: center;
    191. 

  191.       justify-content: center;
    192. 

  192.       font-size: 8px;
    193. 

  193.       font-weight: bold;
    194. 

  194.       color: white;
    195. 

  195.     }
    196. 

  196.     .timeline-node-name {
    197. 

  197.       font-size: 13px;
    198. 

  198.       font-weight: 500;
    199. 

  199.       color: #eee;
    200. 

  200.       margin-bottom: 4px;
    201. 

  201.     }
    202. 

  202.     .timeline-node-dim {
    203. 

  203.       font-size: 11px;
    204. 

  204.       padding: 2px 6px;
    205. 

  205.       border-radius: 3px;
    206. 

  206.       display: inline-block;
    207. 

  207.       margin-bottom: 6px;
    208. 

  208.     }
    209. 

  209.     .timeline-node-dim.灵感点 { background: rgba(255,107,107,0.2); color: #ff6b6b; }
    210. 

  210.     .timeline-node-dim.目的点 { background: rgba(78,205,196,0.2); color: #4ecdc4; }
    211. 

  211.     .timeline-node-dim.关键点 { background: rgba(255,230,109,0.2); color: #ffe66d; }
    212. 

  212.     .timeline-reason {
    213. 

  213.       font-size: 11px;
    214. 

  214.       color: #888;
    215. 

  215.       line-height: 1.5;
    216. 

  216.       background: #0f3460;
    217. 

  217.       padding: 8px;
    218. 

  218.       border-radius: 4px;
    219. 

  219.     }
    220. 

  220.     .timeline-from {
    221. 

  221.       font-size: 11px;
    222. 

  222.       color: #666;
    223. 

  223.       margin-bottom: 4px;
    224. 

  224.     }
    225. 

  225.     .timeline-from span { color: #e94560; }
    226. 

  226. 

  227.     .layer-label { font-size: 12px; fill: #555; font-weight: 600; }
    228. 

  228.     .layer-line { stroke: #2a2a4a; stroke-width: 1; stroke-dasharray: 4,4; }
    229. 

  229. 

  230.     .node { cursor: pointer; }
    231. 

  231.     .node circle { stroke-width: 0; transition: all 0.3s; }
    232. 

  232.     .node.unknown circle { fill: #2a2a4a !important; opacity: 0.4; }
    233. 

  233.     .node.highlight circle { filter: drop-shadow(0 0 8px rgba(255,255,255,0.5)); }
    234. 

  234.     .node text { font-size: 11px; fill: #ccc; text-anchor: middle; pointer-events: none; }
    235. 

  235.     .node.unknown text { fill: #555; }
    236. 

  236.     .node .order-badge { font-size: 10px; font-weight: bold; fill: white; }
    237. 

  237.     .node .constant-badge { font-size: 12px; fill: #ffd700; }
    238. 

  238.     .node.constant circle:first-child { filter: drop-shadow(0 0 4px rgba(255, 215, 0, 0.6)); }
    239. 

  239.     .link { stroke-opacity: 0.5; transition: all 0.3s; cursor: pointer; }
    240. 

  240.     .link.hidden { stroke-opacity: 0 !important; pointer-events: none; }
    241. 

  241.     .link.highlight { stroke-opacity: 0.8; stroke-width: 2px; }
    242. 

  242.     .link:hover { stroke-opacity: 0.9; stroke-width: 2.5px; }
    243. 

  243.     .link-label {
    244. 

  244.       font-size: 10px;
    245. 

  245.       fill: #f39c12;
    246. 

  246.       font-weight: 600;
    247. 

  247.       text-anchor: middle;
    248. 

  248.       pointer-events: none;
    249. 

  249.     }
    250. 

  250.     .link-label.hidden { opacity: 0; }
    251. 

  251.     .link-label-group.hidden { opacity: 0; pointer-events: none; }
    252. 

  252.     .link-label-bg {
    253. 

  253.       fill: #16213e;
    254. 

  254.       opacity: 0.85;
    255. 

  255.     }
    256. 

  256. 

  257.     .edge-detail {
    258. 

  258.       position: fixed;
    259. 

  259.       background: #16213e;
    260. 

  260.       border: 1px solid #0f3460;
    261. 

  261.       border-radius: 8px;
    262. 

  262.       padding: 12px 16px;
    263. 

  263.       max-width: 320px;
    264. 

  264.       box-shadow: 0 4px 20px rgba(0,0,0,0.4);
    265. 

  265.       z-index: 1000;
    266. 

  266.       display: none;
    267. 

  267.     }
    268. 

  268.     .edge-detail.show { display: block; }
    269. 

  269.     .edge-detail-header {
    270. 

  270.       display: flex;
    271. 

  271.       justify-content: space-between;
    272. 

  272.       align-items: center;
    273. 

  273.       margin-bottom: 10px;
    274. 

  274.     }
    275. 

  275.     .edge-detail-type {
    276. 

  276.       font-size: 12px;
    277. 

  277.       padding: 3px 8px;
    278. 

  278.       border-radius: 4px;
    279. 

  279.       font-weight: 500;
    280. 

  280.     }
    281. 

  281.     .edge-detail-type.AI推导 { background: rgba(233,69,96,0.2); color: #e94560; }
    282. 

  282.     .edge-detail-type.共现推导 { background: rgba(52,152,219,0.2); color: #3498db; }
    283. 

  283.     .edge-detail-close {
    284. 

  284.       background: none;
    285. 

  285.       border: none;
    286. 

  286.       color: #888;
    287. 

  287.       cursor: pointer;
    288. 

  288.       font-size: 16px;
    289. 

  289.     }
    290. 

  290.     .edge-detail-close:hover { color: #fff; }
    291. 

  291.     .edge-detail-nodes {
    292. 

  292.       font-size: 13px;
    293. 

  293.       color: #ccc;
    294. 

  294.       margin-bottom: 8px;
    295. 

  295.     }
    296. 

  296.     .edge-detail-nodes span { color: #e94560; font-weight: 500; }
    297. 

  297.     .edge-detail-arrow { color: #666; margin: 0 6px; }
    298. 

  298.     .edge-detail-score {
    299. 

  299.       font-size: 11px;
    300. 

  300.       color: #888;
    301. 

  301.       margin-bottom: 8px;
    302. 

  302.     }
    303. 

  303.     .edge-detail-reason {
    304. 

  304.       font-size: 12px;
    305. 

  305.       color: #aaa;
    306. 

  306.       line-height: 1.6;
    307. 

  307.       background: #0f3460;
    308. 

  308.       padding: 10px;
    309. 

  309.       border-radius: 4px;
    310. 

  310.     }
    311. 

  311.     .edge-detail-path {
    312. 

  312.       margin-top: 10px;
    313. 

  313.       font-size: 11px;
    314. 

  314.       color: #888;
    315. 

  315.       background: #0f3460;
    316. 

  316.       padding: 10px;
    317. 

  317.       border-radius: 4px;
    318. 

  318.       max-height: 200px;
    319. 

  319.       overflow-y: auto;
    320. 

  320.     }
    321. 

  321.     .edge-detail-path-title {
    322. 

  322.       font-weight: 500;
    323. 

  323.       color: #e94560;
    324. 

  324.       margin-bottom: 6px;
    325. 

  325.     }
    326. 

  326.     .edge-path-item {
    327. 

  327.       display: flex;
    328. 

  328.       align-items: center;
    329. 

  329.       gap: 4px;
    330. 

  330.       padding: 4px 0;
    331. 

  331.       border-bottom: 1px solid #1a1a2e;
    332. 

  332.     }
    333. 

  333.     .edge-path-item:last-child { border-bottom: none; }
    334. 

  334.     .path-node {
    335. 

  335.       display: inline-flex;
    336. 

  336.       align-items: center;
    337. 

  337.       gap: 4px;
    338. 

  338.       background: rgba(233, 69, 96, 0.15);
    339. 

  339.       padding: 2px 6px;
    340. 

  340.       border-radius: 3px;
    341. 

  341.     }
    342. 

  342.     .path-node-domain {
    343. 

  343.       color: #888;
    344. 

  344.       font-size: 10px;
    345. 

  345.       margin-right: 4px;
    346. 

  346.     }
    347. 

  347.     .path-node-shape {
    348. 

  348.       margin-right: 4px;
    349. 

  349.       font-size: 10px;
    350. 

  350.     }
    351. 

  351.     .path-node-shape.circle { color: #e94560; }
    352. 

  352.     .path-node-shape.square { color: #3498db; }
    353. 

  353.     .path-node-name { color: #ccc; font-weight: 500; }
    354. 

  354.     .path-edge {
    355. 

  355.       display: inline-flex;
    356. 

  356.       align-items: center;
    357. 

  357.       gap: 4px;
    358. 

  358.       color: #3498db;
    359. 

  359.     }
    360. 

  360.     .path-edge-type { font-size: 10px; }
    361. 

  361.     .path-edge-score { color: #f39c12; font-weight: 500; }
    362. 

  362.   </style>
    363. 

  363. </head>
    364. 

  364. <body>
    365. 

  365.   <div class="edge-detail" id="edgeDetail">
    366. 

  366.     <div class="edge-detail-header">
    367. 

  367.       <span class="edge-detail-type" id="edgeType"></span>
    368. 

  368.       <button class="edge-detail-close" id="edgeClose">×</button>
    369. 

  369.     </div>
    370. 

  370.     <div class="edge-detail-nodes" id="edgeNodes"></div>
    371. 

  371.     <div class="edge-detail-score" id="edgeScore"></div>
    372. 

  372.     <div class="edge-detail-reason" id="edgeReason"></div>
    373. 

  373.     <div class="edge-detail-path" id="edgePath" style="display: none;"></div>
    374. 

  374.   </div>
    375. 

  375.   <div class="container">
    376. 

  376.     <div class="tab-bar" id="tabBar"></div>
    377. 

  377.     <header>
    378. 

  378.       <h1>创作思维路径</h1>
    379. 

  379.       <div class="controls">
    380. 

  380.         <div class="slider-container">
    381. 

  381.           <label>步骤:</label>
    382. 

  382.           <input type="range" id="stepSlider" min="0" max="9" value="9">
    383. 

  383.           <span id="stepDisplay">9/9</span>
    384. 

  384.         </div>
    385. 

  385.         <button class="play-btn" id="playBtn">▶ 播放</button>
    386. 

  386.       </div>
    387. 

  387.       <div class="legend">
    388. 

  388.         <div class="legend-item"><span class="legend-dot" style="background: #e94560;"></span><span>AI推导</span></div>
    389. 

  389.         <div class="legend-item"><span class="legend-dot" style="background: #3498db;"></span><span>共现推导</span></div>
    390. 

  390.         <div class="legend-item"><span style="color: #ffd700; font-size: 14px;">★</span><span>人设常量</span></div>
    391. 

  391.       </div>
    392. 

  392.     </header>
    393. 

  393.     <main>
    394. 

  394.       <div class="graph-area">
    395. 

  395.         <svg id="graph"></svg>
    396. 

  396.       </div>
    397. 

  397.       <div class="right-panel">
    398. 

  398.         <div class="post-summary" id="postSummary"></div>
    399. 

  399.         <div class="timeline" id="timeline"></div>
    400. 

  400.       </div>
    401. 

  401.     </main>
    402. 

  402.   </div>
    403. 

  403. 

  404.   <script>
    405. 

  405.     const ALL_DATA = __DATA_PLACEHOLDER__;
    406. 

  406. 

  407.     const stepColors = [
    408. 

  408.       '#e94560', '#9b59b6', '#3498db', '#1abc9c', '#2ecc71',
    409. 

  409.       '#f39c12', '#e74c3c', '#8e44ad', '#2980b9', '#16a085',
    410. 

  410.       '#27ae60', '#d35400', '#c0392b', '#7b1fa2', '#1565c0',
    411. 

  411.     ];
    412. 

  412. 

  413.     function getStepColor(order) {
    414. 

  414.       if (!order || order <= 0) return '#2a2a4a';
    415. 

  415.       return stepColors[(order - 1) % stepColors.length];
    416. 

  416.     }
    417. 

  417. 

  418.     let currentPostIndex = 0;
    419. 

  419.     let postDetail, graphNodes, graphLinks, nodeById, edgeByTarget, maxOrder;
    420. 

  420.     let currentStep, playing = false, playInterval = null;
    421. 

  421.     let svg, g, zoom, link, node;
    422. 

  422. 

  423.     const slider = document.getElementById('stepSlider');
    424. 

  424.     const stepDisplay = document.getElementById('stepDisplay');
    425. 

  425.     const playBtn = document.getElementById('playBtn');
    426. 

  426. 

  427.     // 边类型颜色
    428. 

  428.     const edgeColors = {
    429. 

  429.       'AI推导': '#e94560',
    430. 

  430.       '共现推导': '#3498db',
    431. 

  431.       '支撑': '#666',
    432. 

  432.       '关联': '#666'
    433. 

  433.     };
    434. 

  434. 

  435.     function loadPostData(index) {
    436. 

  436.       const DATA = ALL_DATA[index];
    437. 

  437.       postDetail = DATA['帖子详情'];
    438. 

  438.       const steps = DATA['步骤列表'];
    439. 

  439.       const lastStep = steps[steps.length - 1];
    440. 

  440.       const nodes = lastStep['输出']['节点列表'];
    441. 

  441.       const edges = lastStep['输出']['边列表'] || [];
    442. 

  442.       maxOrder = Math.max(...nodes.map(n => n['发现编号'] || 0), 1);
    443. 

  443. 

  444.       // 只保留 AI推导 和 共现推导 用于 timeline 显示
    445. 

  445.       edgeByTarget = {};
    446. 

  446.       edges.filter(e => e['关系类型'] === 'AI推导' || e['关系类型'] === '共现推导')
    447. 

  447.            .forEach(e => { edgeByTarget[e['目标']] = e; });
    448. 

  448. 

  449.       nodeById = {};
    450. 

  450.       graphNodes = nodes.map(n => {
    451. 

  451.         const node = {
    452. 

  452.           id: n['节点ID'],
    453. 

  453.           name: n['节点名称'],
    454. 

  454.           dimension: n['节点维度'],
    455. 

  455.           order: n['发现编号'],
    456. 

  456.           isKnown: n['是否已知'],
    457. 

  457.           isConstant: n['是人设常量'] || false
    458. 

  458.         };
    459. 

  459.         nodeById[node.id] = node;
    460. 

  460.         return node;
    461. 

  461.       });
    462. 

  462. 

  463.       // 只加载 AI推导 和 共现推导 边（支撑/关联不展示）
    464. 

  464.       graphLinks = edges
    465. 

  465.         .filter(e => e['关系类型'] === 'AI推导' || e['关系类型'] === '共现推导')
    466. 

  466.         .map(e => ({
    467. 

  467.           source: e['来源'],
    468. 

  468.           target: e['目标'],
    469. 

  469.           type: e['关系类型'],
    470. 

  470.           score: e['score'] || e['可能性分数'],
    471. 

  471.           reason: e['推理说明'],
    472. 

  472.           path: e['推导路径']
    473. 

  473.         }));
    474. 

  474.     }
    475. 

  475. 

  476.     function renderTabs() {
    477. 

  477.       const tabBar = document.getElementById('tabBar');
    478. 

  478.       tabBar.innerHTML = ALL_DATA.map((data, i) => {
    479. 

  479.         const title = data['帖子详情']?.postTitle || `帖子${i + 1}`;
    480. 

  480.         const shortTitle = title.length > 20 ? title.slice(0, 20) + '...' : title;
    481. 

  481.         return `<div class="tab-item ${i === 0 ? 'active' : ''}" data-index="${i}">${shortTitle}</div>`;
    482. 

  482.       }).join('');
    483. 

  483. 

  484.       tabBar.querySelectorAll('.tab-item').forEach(tab => {
    485. 

  485.         tab.addEventListener('click', () => {
    486. 

  486.           const index = parseInt(tab.dataset.index);
    487. 

  487.           if (index !== currentPostIndex) {
    488. 

  488.             if (playing) { clearInterval(playInterval); playing = false; playBtn.textContent = '▶ 播放'; }
    489. 

  489.             currentPostIndex = index;
    490. 

  490.             tabBar.querySelectorAll('.tab-item').forEach(t => t.classList.remove('active'));
    491. 

  491.             tab.classList.add('active');
    492. 

  492.             loadPostData(index);
    493. 

  493.             renderAll();
    494. 

  494.           }
    495. 

  495.         });
    496. 

  496.       });
    497. 

  497.     }
    498. 

  498. 

  499.     function renderPostSummary() {
    500. 

  500.       const container = document.getElementById('postSummary');
    501. 

  501.       const bodyText = postDetail.body_text || '';
    502. 

  502.       const shortBody = bodyText.length > 150 ? bodyText.slice(0, 150) + '...' : bodyText;
    503. 

  503.       container.innerHTML = `
    504. 

  504.         <div class="post-title">${postDetail.postTitle || '无标题'}</div>
    505. 

  505.         <div class="post-body">${shortBody}</div>
    506. 

  506.         <div class="post-meta">
    507. 

  507.           <span>❤️ ${postDetail.like_count || 0}</span>
    508. 

  508.           <span>⭐ ${postDetail.collect_count || 0}</span>
    509. 

  509.         </div>
    510. 

  510.       `;
    511. 

  511.     }
    512. 

  512. 

  513.     function renderTimeline() {
    514. 

  514.       const container = document.getElementById('timeline');
    515. 

  515.       const sortedNodes = [...graphNodes].filter(n => n.order).sort((a, b) => a.order - b.order);
    516. 

  516. 

  517.       let html = '<div class="timeline-title">推导过程</div>';
    518. 

  518.       sortedNodes.forEach(n => {
    519. 

  519.         const edge = edgeByTarget[n.id];
    520. 

  520.         const fromNode = edge ? nodeById[edge.source] : null;
    521. 

  521.         const stepColor = getStepColor(n.order);
    522. 

  522.         html += `
    523. 

  523.           <div class="timeline-item" data-order="${n.order}" data-node-id="${n.id}">
    524. 

  524.             <div class="timeline-dot" style="background: ${stepColor};">${n.order}</div>
    525. 

  525.             <div class="timeline-node-name">${n.name}</div>
    526. 

  526.             <div class="timeline-node-dim ${n.dimension}">${n.dimension}</div>
    527. 

  527.             ${fromNode ? `<div class="timeline-from">← <span>${fromNode.name}</span></div>` : '<div class="timeline-from">起点</div>'}
    528. 

  528.             ${edge?.reason ? `<div class="timeline-reason">${edge.reason}</div>` : ''}
    529. 

  529.           </div>
    530. 

  530.         `;
    531. 

  531.       });
    532. 

  532.       container.innerHTML = html;
    533. 

  533. 

  534.       container.querySelectorAll('.timeline-item').forEach(item => {
    535. 

  535.         item.addEventListener('click', () => {
    536. 

  536.           const order = parseInt(item.dataset.order);
    537. 

  537.           slider.value = order;
    538. 

  538.           updateDisplay(order);
    539. 

  539.           highlightNode(item.dataset.nodeId);
    540. 

  540.         });
    541. 

  541.         item.addEventListener('mouseenter', () => highlightNode(item.dataset.nodeId));
    542. 

  542.         item.addEventListener('mouseleave', clearHighlight);
    543. 

  543.       });
    544. 

  544.     }
    545. 

  545. 

  546.     function renderGraph() {
    547. 

  547.       const graphArea = document.querySelector('.graph-area');
    548. 

  548.       const width = graphArea.clientWidth;
    549. 

  549.       const height = graphArea.clientHeight;
    550. 

  550. 

  551.       // 清空并重建 SVG
    552. 

  552.       d3.select('#graph').selectAll('*').remove();
    553. 

  553.       svg = d3.select('#graph');
    554. 

  554.       g = svg.append('g');
    555. 

  555. 

  556.       zoom = d3.zoom()
    557. 

  557.         .scaleExtent([0.2, 3])
    558. 

  558.         .on('zoom', (event) => g.attr('transform', event.transform));
    559. 

  559.       svg.call(zoom);
    560. 

  560. 

  561.       // 定义不同颜色的箭头
    562. 

  562.       const defs = svg.append('defs');
    563. 

  563.       Object.entries(edgeColors).forEach(([type, color]) => {
    564. 

  564.         defs.append('marker')
    565. 

  565.           .attr('id', `arrow-${type}`)
    566. 

  566.           .attr('viewBox', '0 -5 10 10')
    567. 

  567.           .attr('refX', 8)
    568. 

  568.           .attr('refY', 0)
    569. 

  569.           .attr('markerWidth', 6)
    570. 

  570.           .attr('markerHeight', 6)
    571. 

  571.           .attr('orient', 'auto')
    572. 

  572.           .append('path')
    573. 

  573.           .attr('d', 'M0,-4L8,0L0,4')
    574. 

  574.           .attr('fill', color);
    575. 

  575.       });
    576. 

  576. 

  577.       // 分层布局
    578. 

  578.       const layerHeight = 100;
    579. 

  579.       const nodeSpacing = 140;
    580. 

  580.       const startY = 60;
    581. 

  581. 

  582.       const nodesByOrder = {};
    583. 

  583.       graphNodes.forEach(n => {
    584. 

  584.         const order = n.order || 0;
    585. 

  585.         if (!nodesByOrder[order]) nodesByOrder[order] = [];
    586. 

  586.         nodesByOrder[order].push(n);
    587. 

  587.       });
    588. 

  588. 

  589.       const orders = Object.keys(nodesByOrder).map(Number).sort((a, b) => a - b);
    590. 

  590.       orders.forEach((order, layerIndex) => {
    591. 

  591.         const layerNodes = nodesByOrder[order];
    592. 

  592.         const layerWidth = (layerNodes.length - 1) * nodeSpacing;
    593. 

  593.         const layerStartX = 80 + (width - 400 - layerWidth) / 2;
    594. 

  594.         layerNodes.forEach((n, i) => {
    595. 

  595.           n.x = layerStartX + i * nodeSpacing;
    596. 

  596.           n.y = startY + layerIndex * layerHeight;
    597. 

  597.         });
    598. 

  598.       });
    599. 

  599. 

  600.       // 层级标签
    601. 

  601.       const layerGroup = g.append('g');
    602. 

  602.       orders.filter(o => o > 0).forEach((order, layerIndex) => {
    603. 

  603.         const y = startY + layerIndex * layerHeight;
    604. 

  604.         const stepColor = getStepColor(order);
    605. 

  605.         layerGroup.append('line')
    606. 

  606.           .attr('class', 'layer-line')
    607. 

  607.           .attr('x1', 20).attr('y1', y)
    608. 

  608.           .attr('x2', width - 360).attr('y2', y)
    609. 

  609.           .attr('stroke', stepColor).attr('stroke-opacity', 0.2);
    610. 

  610.         layerGroup.append('text')
    611. 

  611.           .attr('class', 'layer-label')
    612. 

  612.           .attr('x', 25).attr('y', y + 4)
    613. 

  613.           .attr('fill', stepColor)
    614. 

  614.           .text(`${order}`);
    615. 

  615.       });
    616. 

  616. 

  617.       // 边（按类型着色）
    618. 

  618.       link = g.append('g').selectAll('path').data(graphLinks).join('path')
    619. 

  619.         .attr('class', d => `link link-${d.type}`)
    620. 

  620.         .attr('stroke', d => edgeColors[d.type] || '#666')
    621. 

  621.         .attr('stroke-width', d => (d.type === 'AI推导' || d.type === '共现推导') ? 1.5 : 1)
    622. 

  622.         .attr('fill', 'none')
    623. 

  623.         .attr('marker-end', d => d.type === 'AI推导' ? `url(#arrow-${d.type})` : null)
    624. 

  624.         .attr('d', d => {
    625. 

  625.           const s = nodeById[d.source], t = nodeById[d.target];
    626. 

  626.           if (!s || !t) return '';
    627. 

  627.           const sy = s.y + 20, ty = t.y - 20;
    628. 

  628.           const offset = Math.min(Math.abs(ty - sy) * 0.4, 40);
    629. 

  629.           return `M ${s.x} ${sy} C ${s.x} ${sy + offset} ${t.x} ${ty - offset} ${t.x} ${ty}`;
    630. 

  630.         })
    631. 

  631.         .on('click', (event, d) => showEdgeDetail(event, d));
    632. 

  632. 

  633.       // 边分数标签
    634. 

  634.       const linkLabels = g.append('g').selectAll('g')
    635. 

  635.         .data(graphLinks.filter(d => d.score > 0))
    636. 

  636.         .join('g')
    637. 

  637.         .attr('class', 'link-label-group')
    638. 

  638.         .attr('transform', d => {
    639. 

  639.           const s = nodeById[d.source], t = nodeById[d.target];
    640. 

  640.           if (!s || !t) return '';
    641. 

  641.           const mx = (s.x + t.x) / 2;
    642. 

  642.           const my = (s.y + 20 + t.y - 20) / 2;
    643. 

  643.           return `translate(${mx}, ${my})`;
    644. 

  644.         });
    645. 

  645. 

  646.       linkLabels.append('rect')
    647. 

  647.         .attr('class', 'link-label-bg')
    648. 

  648.         .attr('x', -16).attr('y', -8)
    649. 

  649.         .attr('width', 32).attr('height', 14)
    650. 

  650.         .attr('rx', 3);
    651. 

  651. 

  652.       linkLabels.append('text')
    653. 

  653.         .attr('class', 'link-label')
    654. 

  654.         .attr('dy', 3)
    655. 

  655.         .text(d => d.score.toFixed(2));
    656. 

  656. 

  657.       // 节点
    658. 

  658.       node = g.append('g').selectAll('g').data(graphNodes).join('g')
    659. 

  659.         .attr('class', d => `node${d.isConstant ? ' constant' : ''}`)
    660. 

  660.         .attr('transform', d => `translate(${d.x},${d.y})`)
    661. 

  661.         .on('click', (e, d) => { slider.value = d.order || maxOrder; updateDisplay(d.order || maxOrder); })
    662. 

  662.         .on('mouseenter', (e, d) => highlightNode(d.id))
    663. 

  663.         .on('mouseleave', clearHighlight);
    664. 

  664. 

  665.       // 常量节点外环
    666. 

  666.       node.filter(d => d.isConstant).append('circle')
    667. 

  667.         .attr('r', 24)
    668. 

  668.         .attr('fill', 'none')
    669. 

  669.         .attr('stroke', '#ffd700')
    670. 

  670.         .attr('stroke-width', 2)
    671. 

  671.         .attr('stroke-dasharray', '4,2');
    672. 

  672. 

  673.       node.append('circle').attr('r', 18).attr('fill', d => getStepColor(d.order));
    674. 

  674.       node.append('text').attr('class', 'order-badge').attr('dy', 4).text(d => d.order || '');
    675. 

  675.       // 常量节点显示星号
    676. 

  676.       node.filter(d => d.isConstant).append('text')
    677. 

  677.         .attr('class', 'constant-badge')
    678. 

  678.         .attr('dy', -22)
    679. 

  679.         .attr('text-anchor', 'middle')
    680. 

  680.         .text('★');
    681. 

  681.       node.append('text').attr('dy', 35).text(d => d.name);
    682. 

  682. 

  683.       // 初始视图
    684. 

  684.       setTimeout(() => {
    685. 

  685.         const bounds = g.node().getBBox();
    686. 

  686.         const scale = Math.min((width - 380) / bounds.width, (height - 20) / bounds.height, 1);
    687. 

  687.         const tx = (width - 340 - bounds.width * scale) / 2 - bounds.x * scale;
    688. 

  688.         const ty = (height - bounds.height * scale) / 2 - bounds.y * scale;
    689. 

  689.         svg.transition().duration(300).call(zoom.transform, d3.zoomIdentity.translate(tx, ty).scale(scale));
    690. 

  690.       }, 50);
    691. 

  691.     }
    692. 

  692. 

  693.     function highlightNode(nodeId) {
    694. 

  694.       node.classed('highlight', d => d.id === nodeId);
    695. 

  695.       link.classed('highlight', d => d.target === nodeId);
    696. 

  696.       document.querySelectorAll('.timeline-item').forEach(item => {
    697. 

  697.         item.classList.toggle('active', item.dataset.nodeId === nodeId);
    698. 

  698.       });
    699. 

  699.     }
    700. 

  700. 

  701.     function clearHighlight() {
    702. 

  702.       node.classed('highlight', false);
    703. 

  703.       link.classed('highlight', false);
    704. 

  704.     }
    705. 

  705. 

  706.     // 边详情弹窗
    707. 

  707.     const edgeDetail = document.getElementById('edgeDetail');
    708. 

  708.     const edgeType = document.getElementById('edgeType');
    709. 

  709.     const edgeNodes = document.getElementById('edgeNodes');
    710. 

  710.     const edgeScore = document.getElementById('edgeScore');
    711. 

  711.     const edgeReason = document.getElementById('edgeReason');
    712. 

  712.     const edgePath = document.getElementById('edgePath');
    713. 

  713.     const edgeClose = document.getElementById('edgeClose');
    714. 

  714. 

  715.     function renderPath(pathData) {
    716. 

  716.       if (!pathData || pathData.length === 0) return '';
    717. 

  717.       let html = '<div class="edge-detail-path-title">推导路径</div>';
    718. 

  718.       pathData.forEach((item, idx) => {
    719. 

  719.         if (item['类型'] === '节点') {
    720. 

  720.           const domain = item['节点域'] || '';
    721. 

  721.           const dimension = item['节点维度'] || '';
    722. 

  722.           const nodeType = item['节点类型'] || '';
    723. 

  723.           const domainDim = [domain, dimension].filter(Boolean).join('-');
    724. 

  724.           const domainTag = domainDim ? `<span class="path-node-domain">[${domainDim}]</span>` : '';
    725. 

  725.           const shapeIcon = nodeType === '分类' ? '<span class="path-node-shape square">■</span>' : '<span class="path-node-shape circle">●</span>';
    726. 

  726.           html += `<div class="edge-path-item"><span class="path-node">${domainTag}${shapeIcon}<span class="path-node-name">${item['节点名称'] || ''}</span></span></div>`;
    727. 

  727.         } else if (item['类型'] === '边') {
    728. 

  728.           const scoreText = item['分数'] != null ? `<span class="path-edge-score">${item['分数']}</span>` : '';
    729. 

  729.           html += `<div class="edge-path-item"><span class="path-edge">↓ <span class="path-edge-type">${item['边类型'] || ''}</span> ${scoreText}</span></div>`;
    730. 

  730.         }
    731. 

  731.       });
    732. 

  732.       return html;
    733. 

  733.     }
    734. 

  734. 

  735.     function showEdgeDetail(event, d) {
    736. 

  736.       event.stopPropagation();
    737. 

  737.       const sourceNode = nodeById[d.source];
    738. 

  738.       const targetNode = nodeById[d.target];
    739. 

  739. 

  740.       edgeType.textContent = d.type;
    741. 

  741.       edgeType.className = `edge-detail-type ${d.type}`;
    742. 

  742. 

  743.       const arrow = d.type === 'AI推导' ? '→' : '—';
    744. 

  744.       edgeNodes.innerHTML = `<span>${sourceNode?.name || d.source}</span><span class="edge-detail-arrow">${arrow}</span><span>${targetNode?.name || d.target}</span>`;
    745. 

  745. 

  746.       edgeScore.textContent = d.score ? `分数: ${d.score}` : '';
    747. 

  747.       edgeReason.textContent = d.reason || '无推理说明';
    748. 

  748. 

  749.       // 显示路径
    750. 

  750.       if (d.path && d.path.length > 0) {
    751. 

  751.         edgePath.innerHTML = renderPath(d.path);
    752. 

  752.         edgePath.style.display = 'block';
    753. 

  753.       } else {
    754. 

  754.         edgePath.style.display = 'none';
    755. 

  755.       }
    756. 

  756. 

  757.       // 定位弹窗
    758. 

  758.       const x = Math.min(event.clientX + 10, window.innerWidth - 340);
    759. 

  759.       const y = Math.min(event.clientY + 10, window.innerHeight - 200);
    760. 

  760.       edgeDetail.style.left = x + 'px';
    761. 

  761.       edgeDetail.style.top = y + 'px';
    762. 

  762.       edgeDetail.classList.add('show');
    763. 

  763.     }
    764. 

  764. 

  765.     function hideEdgeDetail() {
    766. 

  766.       edgeDetail.classList.remove('show');
    767. 

  767.     }
    768. 

  768. 

  769.     edgeClose.addEventListener('click', hideEdgeDetail);
    770. 

  770.     document.addEventListener('click', (e) => {
    771. 

  771.       if (!edgeDetail.contains(e.target)) hideEdgeDetail();
    772. 

  772.     });
    773. 

  773. 

  774.     function updateDisplay(step) {
    775. 

  775.       currentStep = step;
    776. 

  776.       stepDisplay.textContent = `${step}/${maxOrder}`;
    777. 

  777.       node.classed('known', d => d.order && d.order <= step);
    778. 

  778.       node.classed('unknown', d => !d.order || d.order > step);
    779. 

  779.       link.classed('hidden', d => {
    780. 

  780.         const s = nodeById[d.source], t = nodeById[d.target];
    781. 

  781.         return !s || !t || s.order > step || t.order > step;
    782. 

  782.       });
    783. 

  783.       // 同步控制边标签的显示
    784. 

  784.       d3.selectAll('.link-label-group').classed('hidden', function(d) {
    785. 

  785.         const s = nodeById[d.source], t = nodeById[d.target];
    786. 

  786.         return !s || !t || s.order > step || t.order > step;
    787. 

  787.       });
    788. 

  788.       document.querySelectorAll('.timeline-item').forEach(item => {
    789. 

  789.         item.classList.toggle('future', parseInt(item.dataset.order) > step);
    790. 

  790.       });
    791. 

  791.     }
    792. 

  792. 

  793.     function renderAll() {
    794. 

  794.       slider.max = maxOrder;
    795. 

  795.       slider.value = maxOrder;
    796. 

  796.       currentStep = maxOrder;
    797. 

  797.       renderPostSummary();
    798. 

  798.       renderTimeline();
    799. 

  799.       renderGraph();
    800. 

  800.       updateDisplay(maxOrder);
    801. 

  801.     }
    802. 

  802. 

  803.     slider.addEventListener('input', e => updateDisplay(parseInt(e.target.value)));
    804. 

  804. 

  805.     playBtn.addEventListener('click', () => {
    806. 

  806.       if (playing) {
    807. 

  807.         clearInterval(playInterval);
    808. 

  808.         playBtn.textContent = '▶ 播放';
    809. 

  809.         playing = false;
    810. 

  810.       } else {
    811. 

  811.         if (currentStep >= maxOrder) { currentStep = 0; slider.value = 0; updateDisplay(0); }
    812. 

  812.         playing = true;
    813. 

  813.         playBtn.textContent = '⏸ 暂停';
    814. 

  814.         playInterval = setInterval(() => {
    815. 

  815.           currentStep++;
    816. 

  816.           slider.value = currentStep;
    817. 

  817.           updateDisplay(currentStep);
    818. 

  818.           const item = document.querySelector(`.timeline-item[data-order="${currentStep}"]`);
    819. 

  819.           if (item) item.scrollIntoView({ behavior: 'smooth', block: 'center' });
    820. 

  820.           if (currentStep >= maxOrder) {
    821. 

  821.             clearInterval(playInterval);
    822. 

  822.             playBtn.textContent = '▶ 播放';
    823. 

  823.             playing = false;
    824. 

  824.           }
    825. 

  825.         }, 1200);
    826. 

  826.       }
    827. 

  827.     });
    828. 

  828. 

  829.     // 初始化
    830. 

  830.     renderTabs();
    831. 

  831.     loadPostData(0);
    832. 

  832.     renderAll();
    833. 

  833.   </script>
    834. 

  834. </body>
    835. 

  835. </html>
    836. 

  836. '''
    837. 

  837. 

  838. 

  839. def main():
    840. 

  840.     import argparse
    841. 

  841.     parser = argparse.ArgumentParser(description='构建创作思维路径可视化 V3（分层布局 + Tab切换）')
    842. 

  842.     parser.add_argument('input_dir', nargs='?', help='输入目录路径（可选，默认使用 PathConfig）')
    843. 

  843.     parser.add_argument('--version', '-v', type=str, default='v5',
    844. 

  844.                         help='版本号 (v2/v3/v4/v5)，默认 v5')
    845. 

  845.     parser.add_argument('--type', '-t', type=str, default='point_order',
    846. 

  846.                         help='目录类型前缀 (creation_pattern/point_order)，默认 point_order')
    847. 

  847.     args = parser.parse_args()
    848. 

  848. 

  849.     if args.input_dir:
    850. 

  850.         input_dir = Path(args.input_dir)
    851. 

  851.         print(f"输入目录: {input_dir}")
    852. 

  852.     else:
    853. 

  853.         config = PathConfig()
    854. 

  854.         input_dir = config.intermediate_dir / f"{args.type}_{args.version}"
    855. 

  855.         print(f"账号: {config.account_name}")
    856. 

  856.         print(f"输入目录: {input_dir}")
    857. 

  857. 

  858.     if not input_dir.exists():
    859. 

  859.         print(f"错误: 目录不存在: {input_dir}")
    860. 

  860.         sys.exit(1)
    861. 

  861. 

  862.     # 查找所有分析文件（支持多种命名）
    863. 

  863.     pattern_files = sorted(input_dir.glob("*_点顺序.json"))
    864. 

  864.     if not pattern_files:
    865. 

  865.         pattern_files = sorted(input_dir.glob("*_创作模式.json"))
    866. 

  866.     print(f"找到 {len(pattern_files)} 个分析文件")
    867. 

  867. 

  868.     if not pattern_files:
    869. 

  869.         print("错误: 没有找到分析文件 (*_点顺序.json 或 *_创作模式.json)!")
    870. 

  870.         sys.exit(1)
    871. 

  871. 

  872.     # 读取所有帖子数据
    873. 

  873.     all_data = []
    874. 

  874.     for pattern_file in pattern_files:
    875. 

  875.         post_id = pattern_file.stem.replace("_点顺序", "").replace("_创作模式", "")
    876. 

  876.         print(f"  读取: {post_id}")
    877. 

  877.         with open(pattern_file, "r", encoding="utf-8") as f:
    878. 

  878.             data = json.load(f)
    879. 

  879.             all_data.append(data)
    880. 

  880. 

  881.     # 生成单个 HTML 文件
    882. 

  882.     data_json = json.dumps(all_data, ensure_ascii=False)
    883. 

  883.     html_content = HTML_TEMPLATE.replace("__DATA_PLACEHOLDER__", data_json)
    884. 

  884. 

  885.     output_file = input_dir / "创作思维路径可视化.html"
    886. 

  886.     with open(output_file, "w", encoding="utf-8") as f:
    887. 

  887.         f.write(html_content)
    888. 

  888. 

  889.     print(f"\n输出: {output_file}")
    890. 

  890.     print("完成!")
    891. 

  891. 

  892. 

  893. if __name__ == "__main__":
    894. 

  894.     main()
    895.