ExamAnalysisService.php 17 KB

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  1. <?php
  2. namespace App\Services;
  3. use App\DTO\ExamAnalysisDataDto;
  4. use App\DTO\ReportPayloadDto;
  5. use App\Models\Paper;
  6. use App\Models\PaperQuestion;
  7. use App\Models\Student;
  8. use Illuminate\Support\Facades\Log;
  9. /**
  10. * 学情报告核心服务
  11. * 负责协调学情报告生成的完整流程
  12. */
  13. class ExamAnalysisService
  14. {
  15. public function __construct(
  16. private readonly TaskManager $taskManager,
  17. private readonly LearningAnalyticsService $learningAnalyticsService,
  18. private readonly QuestionBankService $questionBankService,
  19. private readonly ExamPdfExportService $pdfExportService,
  20. private readonly QuestionServiceApi $questionServiceApi,
  21. private readonly ExamAnswerAnalysisService $examAnswerAnalysisService
  22. ) {}
  23. /**
  24. * 生成学情报告
  25. * 异步模式,立即返回任务ID
  26. */
  27. public function generateReport(string $paperId, string $studentId, ?string $recordId = null): string
  28. {
  29. // 创建异步任务
  30. $taskId = $this->taskManager->createTask(
  31. TaskManager::TASK_TYPE_ANALYSIS,
  32. compact('paperId', 'studentId', 'recordId')
  33. );
  34. Log::info('ExamAnalysisService: 开始生成学情报告', [
  35. 'task_id' => $taskId,
  36. 'paper_id' => $paperId,
  37. 'student_id' => $studentId,
  38. 'record_id' => $recordId,
  39. ]);
  40. // 触发后台处理(实际项目中应使用队列)
  41. // dispatch(new AnalysisReportJob($taskId));
  42. // 目前使用同步调用模拟异步
  43. $this->processReportGeneration($taskId, $paperId, $studentId, $recordId);
  44. return $taskId;
  45. }
  46. /**
  47. * 获取分析数据(同步模式)
  48. * 用于页面直接展示,不生成PDF
  49. */
  50. public function getAnalysisData(string $paperId, string $studentId, ?string $recordId = null): ExamAnalysisDataDto
  51. {
  52. try {
  53. Log::info('ExamAnalysisService: 获取分析数据', compact('paperId', 'studentId'));
  54. // 获取试卷数据
  55. $paperData = $this->getPaperData($paperId);
  56. if (!$paperData) {
  57. throw new \Exception('未找到试卷数据');
  58. }
  59. // 获取学生数据
  60. $studentData = $this->getStudentData($studentId);
  61. // 获取题目数据
  62. $questionsData = $this->getQuestionsData($paperId, $paperData);
  63. // 获取分析数据
  64. $analysisData = $this->getLearningAnalysisData($paperId, $studentId, $paperData);
  65. // 获取掌握度数据
  66. $masteryData = $this->getMasteryData($studentId);
  67. // 获取学习建议
  68. $recommendations = $this->getLearningRecommendations($studentId);
  69. $dto = new ExamAnalysisDataDto(
  70. paper: $paperData,
  71. student: $studentData,
  72. questions: $questionsData,
  73. mastery: $masteryData,
  74. insights: $analysisData,
  75. recommendations: $recommendations,
  76. analysisId: $paperData['analysis_id'] ?? null
  77. );
  78. Log::info('ExamAnalysisService: 分析数据获取完成', [
  79. 'paper_id' => $paperId,
  80. 'student_id' => $studentId,
  81. 'question_count' => count($questionsData),
  82. 'has_analysis' => !empty($analysisData),
  83. ]);
  84. return $dto;
  85. } catch (\Exception $e) {
  86. Log::error('ExamAnalysisService: 获取分析数据失败', [
  87. 'paper_id' => $paperId,
  88. 'student_id' => $studentId,
  89. 'error' => $e->getMessage(),
  90. ]);
  91. throw $e;
  92. }
  93. }
  94. /**
  95. * 处理报告生成(后台任务)
  96. */
  97. private function processReportGeneration(string $taskId, string $paperId, string $studentId, ?string $recordId): void
  98. {
  99. try {
  100. $this->taskManager->updateTaskProgress($taskId, 10, '正在获取分析数据...');
  101. // 获取分析数据
  102. $analysisData = $this->getAnalysisData($paperId, $studentId, $recordId);
  103. $this->taskManager->updateTaskProgress($taskId, 50, '正在生成PDF报告...');
  104. // 生成PDF
  105. $pdfUrl = $this->pdfExportService->generateAnalysisReportPdf($paperId, $studentId, $recordId);
  106. if (!$pdfUrl) {
  107. throw new \Exception('PDF生成失败');
  108. }
  109. $this->taskManager->updateTaskProgress($taskId, 90, '正在保存报告...');
  110. // 保存PDF URL到数据库
  111. $this->savePdfUrl($paperId, $studentId, $recordId, $pdfUrl);
  112. // 标记任务完成
  113. $this->taskManager->markTaskCompleted($taskId, [
  114. 'pdf_url' => $pdfUrl,
  115. ]);
  116. Log::info('ExamAnalysisService: 学情报告生成完成', [
  117. 'task_id' => $taskId,
  118. 'paper_id' => $paperId,
  119. 'student_id' => $studentId,
  120. 'pdf_url' => $pdfUrl,
  121. ]);
  122. // 发送回调通知
  123. $this->taskManager->sendCallback($taskId);
  124. } catch (\Exception $e) {
  125. Log::error('ExamAnalysisService: 报告生成失败', [
  126. 'task_id' => $taskId,
  127. 'paper_id' => $paperId,
  128. 'student_id' => $studentId,
  129. 'error' => $e->getMessage(),
  130. ]);
  131. $this->taskManager->markTaskFailed($taskId, $e->getMessage());
  132. }
  133. }
  134. /**
  135. * 获取试卷数据
  136. */
  137. private function getPaperData(string $paperId): ?array
  138. {
  139. $paper = Paper::with(['questions' => function ($query) {
  140. $query->orderBy('question_number')->orderBy('id');
  141. }])->find($paperId);
  142. if (!$paper) {
  143. return null;
  144. }
  145. return [
  146. 'id' => $paper->paper_id,
  147. 'paper_id' => $paper->paper_id,
  148. 'name' => $paper->paper_name,
  149. 'total_questions' => $paper->question_count,
  150. 'total_score' => $paper->total_score,
  151. 'analysis_id' => $paper->analysis_id,
  152. 'created_at' => $paper->created_at->toISOString(),
  153. ];
  154. }
  155. /**
  156. * 获取学生数据
  157. */
  158. private function getStudentData(string $studentId): array
  159. {
  160. $student = Student::find($studentId);
  161. return [
  162. 'id' => $student?->student_id ?? $studentId,
  163. 'student_id' => $student?->student_id ?? $studentId,
  164. 'name' => $student?->name ?? $studentId,
  165. 'grade' => $student?->grade ?? '未知年级',
  166. 'class' => $student?->class_name ?? '未知班级',
  167. ];
  168. }
  169. /**
  170. * 获取题目数据
  171. */
  172. private function getQuestionsData(string $paperId, array $paperData): array
  173. {
  174. $paper = Paper::with('questions')->find($paperId);
  175. if (!$paper || $paper->questions->isEmpty()) {
  176. return [];
  177. }
  178. $kpNameMap = $this->getKnowledgePointNameMap();
  179. $questionDetails = $this->getQuestionDetails($paper);
  180. $questions = [];
  181. $sortedQuestions = $paper->questions->sortBy(function (PaperQuestion $q, int $idx) {
  182. $number = $q->question_number ?? $idx + 1;
  183. return is_numeric($number) ? (float) $number : ($q->id ?? $idx);
  184. });
  185. foreach ($sortedQuestions as $idx => $question) {
  186. $kpCode = $question->knowledge_point ?? '';
  187. $kpName = $kpNameMap[$kpCode] ?? $kpCode ?: '未标注';
  188. $detail = $questionDetails[(string) ($question->question_id ?? '')] ?? [];
  189. $solution = $detail['solution'] ?? $detail['解析'] ?? $detail['analysis'] ?? null;
  190. $typeRaw = $question->question_type ?? ($detail['question_type'] ?? $detail['type'] ?? '');
  191. $normalizedType = $this->normalizeQuestionType($typeRaw);
  192. $number = $question->question_number ?? ($idx + 1);
  193. $questions[] = [
  194. 'question_number' => $number,
  195. 'question_text' => is_array($question->question_text)
  196. ? json_encode($question->question_text, JSON_UNESCAPED_UNICODE)
  197. : ($question->question_text ?? ''),
  198. 'question_type' => $normalizedType,
  199. 'knowledge_point' => $kpCode,
  200. 'knowledge_point_name' => $kpName,
  201. 'score' => $question->score,
  202. 'solution' => $solution,
  203. ];
  204. }
  205. return $questions;
  206. }
  207. /**
  208. * 获取学习分析数据
  209. */
  210. private function getLearningAnalysisData(string $paperId, string $studentId, array $paperData): array
  211. {
  212. $analysisData = [];
  213. if (!empty($paperData['analysis_id'])) {
  214. $analysis = $this->learningAnalyticsService->getAnalysisResult($paperData['analysis_id']);
  215. if (!empty($analysis['data'])) {
  216. $analysisData = $analysis['data'];
  217. }
  218. }
  219. return $analysisData;
  220. }
  221. /**
  222. * 获取掌握度数据
  223. */
  224. private function getMasteryData(string $studentId): array
  225. {
  226. $masteryData = [];
  227. $masteryResponse = $this->learningAnalyticsService->getStudentMastery($studentId);
  228. if (!empty($masteryResponse['data'])) {
  229. $masteryData = $this->buildMasterySummary($masteryResponse['data']);
  230. }
  231. return $masteryData;
  232. }
  233. /**
  234. * 获取学习建议
  235. */
  236. private function getLearningRecommendations(string $studentId): array
  237. {
  238. $recommendations = [];
  239. $recommendationResponse = $this->learningAnalyticsService->getLearningRecommendations($studentId);
  240. if (!empty($recommendationResponse['data'])) {
  241. $recommendations = $recommendationResponse['data'];
  242. }
  243. return $recommendations;
  244. }
  245. /**
  246. * 获取知识点名称映射
  247. */
  248. private function getKnowledgePointNameMap(): array
  249. {
  250. try {
  251. $options = $this->questionServiceApi->getKnowledgePointOptions();
  252. return $options ?: [];
  253. } catch (\Exception $e) {
  254. Log::warning('ExamAnalysisService: 获取知识点名称失败', [
  255. 'error' => $e->getMessage(),
  256. ]);
  257. return [];
  258. }
  259. }
  260. /**
  261. * 获取题目详情
  262. */
  263. private function getQuestionDetails(Paper $paper): array
  264. {
  265. $details = [];
  266. $questionIds = $paper->questions->pluck('question_id')->filter()->unique()->values();
  267. foreach ($questionIds as $qid) {
  268. try {
  269. $detail = $this->questionBankService->getQuestion((string) $qid);
  270. if (!empty($detail)) {
  271. $details[(string) $qid] = $detail;
  272. }
  273. } catch (\Throwable $e) {
  274. Log::warning('ExamAnalysisService: 获取题目详情失败', [
  275. 'question_id' => $qid,
  276. 'error' => $e->getMessage(),
  277. ]);
  278. }
  279. }
  280. return $details;
  281. }
  282. /**
  283. * 构建掌握度摘要
  284. */
  285. private function buildMasterySummary(array $masteryData): array
  286. {
  287. $items = [];
  288. $total = 0;
  289. $count = 0;
  290. foreach ($masteryData as $row) {
  291. $code = $row['kp_code'] ?? null;
  292. $name = $row['kp_name'] ?? ($code ?? '未知知识点');
  293. $level = (float) ($row['mastery_level'] ?? 0);
  294. $delta = $row['mastery_change'] ?? null;
  295. $items[] = [
  296. 'kp_code' => $code,
  297. 'kp_name' => $name,
  298. 'mastery_level' => $level,
  299. 'mastery_change' => $delta,
  300. ];
  301. $total += $level;
  302. $count++;
  303. }
  304. $average = $count > 0 ? round($total / $count, 2) : null;
  305. // 按掌握度从低到高排序
  306. usort($items, fn($a, $b) => ($a['mastery_level'] <=> $b['mastery_level']));
  307. return [
  308. 'items' => $items,
  309. 'average' => $average,
  310. 'weak_list' => array_slice($items, 0, 5),
  311. ];
  312. }
  313. /**
  314. * 标准化题型
  315. */
  316. private function normalizeQuestionType(string $type): string
  317. {
  318. $t = strtolower(trim($type));
  319. return match (true) {
  320. str_contains($t, 'choice') || str_contains($t, '选择') => 'choice',
  321. str_contains($t, 'fill') || str_contains($t, 'blank') || str_contains($t, '填空') => 'fill',
  322. default => 'answer',
  323. };
  324. }
  325. /**
  326. * 保存PDF URL到数据库
  327. */
  328. private function savePdfUrl(string $paperId, string $studentId, ?string $recordId, string $pdfUrl): void
  329. {
  330. try {
  331. if ($recordId) {
  332. // OCR记录
  333. $ocrRecord = \App\Models\OCRRecord::find($recordId);
  334. if ($ocrRecord) {
  335. $ocrRecord->update(['analysis_pdf_url' => $pdfUrl]);
  336. }
  337. } else {
  338. // 学生记录 - 使用新的 student_reports 表
  339. \App\Models\StudentReport::updateOrCreate(
  340. [
  341. 'student_id' => $studentId,
  342. 'report_type' => 'exam_analysis',
  343. 'exam_id' => $paperId,
  344. ],
  345. [
  346. 'pdf_url' => $pdfUrl,
  347. 'generation_status' => 'completed',
  348. 'generated_at' => now(),
  349. 'updated_at' => now(),
  350. ]
  351. );
  352. Log::info('ExamAnalysisService: PDF URL已保存到student_reports表', [
  353. 'paper_id' => $paperId,
  354. 'student_id' => $studentId,
  355. 'pdf_url' => $pdfUrl,
  356. ]);
  357. }
  358. } catch (\Throwable $e) {
  359. Log::error('ExamAnalysisService: 保存PDF URL失败', [
  360. 'paper_id' => $paperId,
  361. 'student_id' => $studentId,
  362. 'record_id' => $recordId,
  363. 'error' => $e->getMessage(),
  364. ]);
  365. }
  366. }
  367. /**
  368. * 使用步骤级分析算法分析考试答题数据
  369. *
  370. * 这是基于《卷子分析思考.md》思路的增强版分析方法
  371. * 支持步骤级分析、知识点映射和智能出卷推荐
  372. *
  373. * @param array $examData 考试数据,包含题目和步骤信息
  374. * @return array 分析结果
  375. *
  376. * 示例输入:
  377. * [
  378. * 'exam_id' => 'exam_001',
  379. * 'student_id' => 'student_001',
  380. * 'questions' => [
  381. * [
  382. * 'question_id' => 'Q1',
  383. * 'score' => 5,
  384. * 'score_obtained' => 3,
  385. * 'steps' => [
  386. * ['step_index' => 1, 'is_correct' => true, 'kp_id' => 'K-SQRT-SIMPLE'],
  387. * ['step_index' => 2, 'is_correct' => false, 'kp_id' => 'K-NUM-ADD-SUB']
  388. * ]
  389. * ]
  390. * ]
  391. * ]
  392. */
  393. public function analyzeWithSteps(array $examData): array
  394. {
  395. Log::info('ExamAnalysisService: 开始步骤级分析', [
  396. 'exam_id' => $examData['exam_id'] ?? 'unknown',
  397. 'student_id' => $examData['student_id'] ?? 'unknown',
  398. 'question_count' => count($examData['questions'] ?? [])
  399. ]);
  400. try {
  401. // 使用增强的分析算法
  402. $result = $this->examAnswerAnalysisService->analyzeExamAnswers($examData);
  403. Log::info('ExamAnalysisService: 步骤级分析完成', [
  404. 'exam_id' => $examData['exam_id'],
  405. 'student_id' => $examData['student_id'],
  406. 'knowledge_points_analyzed' => count($result['knowledge_point_analysis'] ?? [])
  407. ]);
  408. return $result;
  409. } catch (\Exception $e) {
  410. Log::error('ExamAnalysisService: 步骤级分析失败', [
  411. 'exam_id' => $examData['exam_id'] ?? 'unknown',
  412. 'student_id' => $examData['student_id'] ?? 'unknown',
  413. 'error' => $e->getMessage(),
  414. 'trace' => $e->getTraceAsString()
  415. ]);
  416. throw new \Exception('步骤级分析失败:' . $e->getMessage());
  417. }
  418. }
  419. /**
  420. * 获取步骤级分析结果
  421. *
  422. * @param string $studentId
  423. * @param string $examId
  424. * @return array|null
  425. */
  426. public function getStepAnalysisResult(string $studentId, string $examId): ?array
  427. {
  428. try {
  429. $result = \DB::connection('pgsql')
  430. ->table('exam_analysis_results')
  431. ->where('student_id', $studentId)
  432. ->where('exam_id', $examId)
  433. ->orderBy('created_at', 'desc')
  434. ->first();
  435. if (!$result) {
  436. return null;
  437. }
  438. return json_decode($result->analysis_data, true);
  439. } catch (\Exception $e) {
  440. Log::error('ExamAnalysisService: 获取步骤级分析结果失败', [
  441. 'student_id' => $studentId,
  442. 'exam_id' => $examId,
  443. 'error' => $e->getMessage()
  444. ]);
  445. return null;
  446. }
  447. }
  448. }