math_cms/app/Filament/Pages/OCRPaperAnalysisView.php

<?php

namespace App\Filament\Pages;

use App\Models\OCRRecord;
use App\Models\OCRQuestionResult;
use App\Models\Paper;
use App\Models\PaperQuestion;
use Filament\Notifications\Notification;
use Filament\Pages\Page;
use Livewire\Attributes\Computed;
use Livewire\Attributes\On;

class OCRPaperAnalysisView extends Page
{
    protected static ?string $title = '试卷答题分析';
    protected static ?string $slug = 'ocr-paper-analysis/{recordId}';
    // 不在导航中显示，通过链接直接访问
    protected string $view = 'filament.pages.ocr-paper-analysis';

    public static function shouldRegisterNavigation(): bool
    {
        return false; // 不显示在导航菜单中，通过链接直接访问
    }

    public string $recordId = '';
    public ?Paper $paper = null;
    public ?OCRRecord $ocrRecord = null;
    public array $matchedQuestions = [];
    public array $analysisResults = [];
    public bool $isAnalyzing = false;

    #[Computed]
    public function paperInfo(): array
    {
        if (!$this->paper) return [];

        return [
            'paper_id' => $this->paper->paper_id,
            'paper_name' => $this->paper->paper_name,
            'student_id' => $this->paper->student_id,
            'teacher_id' => $this->paper->teacher_id,
            'total_questions' => $this->paper->total_questions,
            'total_score' => $this->paper->total_score,
            'status' => $this->paper->status,
            'created_at' => $this->paper->created_at->format('Y-m-d H:i'),
        ];
    }

    #[Computed]
    public function studentInfo(): ?array
    {
        if (!$this->paper || !$this->paper->student_id) return null;

        $student = \App\Models\Student::find($this->paper->student_id);
        if (!$student) return null;

        return [
            'student_id' => $student->student_id,
            'name' => $student->name,
            'grade' => $student->grade,
            'class' => $student->class_name,
        ];
    }

    public function mount(string $recordId): void
    {
        $this->recordId = $recordId;
        $this->loadOCRRecord();

        if ($this->ocrRecord && $this->ocrRecord->analysis_id) {
            $this->loadPaper();
            if ($this->paper) {
                $this->matchQuestions();
            }
        }
    }

    /**
     * 加载OCR记录
     */
    private function loadOCRRecord(): void
    {
        $this->ocrRecord = OCRRecord::with(['student', 'questions'])
            ->where('id', $this->recordId)
            ->first();

        if (!$this->ocrRecord) {
            Notification::make()
                ->title('错误')
                ->body('OCR记录不存在')
                ->danger()
                ->send();
            return;
        }
    }

    /**
     * 加载关联的试卷
     */
    private function loadPaper(): void
    {
        $this->paper = Paper::where('paper_id', $this->ocrRecord->analysis_id)->first();
    }

    /**
     * 匹配OCR识别结果与系统试卷题目
     */
    private function matchQuestions(): void
    {
        if (!$this->ocrRecord || !$this->paper) return;

        // 获取系统试卷的题目（作为匹配基准）
        $paperQuestions = PaperQuestion::where('paper_id', $this->paper->paper_id)
            ->orderBy('question_number')
            ->get();

        // 获取OCR识别的题目
        $ocrQuestions = OCRQuestionResult::where('ocr_record_id', $this->ocrRecord->id)
            ->orderBy('question_number')
            ->get();

        // 如果没有OCR题目记录，尝试从原始数据恢复
        if ($ocrQuestions->isEmpty()) {
            $rawOcrData = \Illuminate\Support\Facades\DB::table('ocr_raw_data')
                ->where('ocr_record_id', $this->ocrRecord->id)
                ->value('raw_response');

            if ($rawOcrData) {
                try {
                    $rawOcrData = json_decode($rawOcrData, true);
                    $parser = new \App\Services\OCRDataParser();
                    $matchedResults = $parser->matchWithSystemPaper($rawOcrData, $paperQuestions);

                    foreach ($matchedResults as $qNum => $result) {
                        OCRQuestionResult::create([
                            'ocr_record_id' => $this->ocrRecord->id,
                            'question_number' => $qNum,
                            'question_text' => '系统题目 ' . $qNum, // 占位
                            'student_answer' => $result['student_answer'],
                            'score_confidence' => $result['confidence'],
                            'score_value' => 0,
                        ]);
                    }

                    // 重新获取
                    $ocrQuestions = OCRQuestionResult::where('ocr_record_id', $this->ocrRecord->id)
                        ->orderBy('question_number')
                        ->get();
                    
                    \Log::info('从原始数据恢复了OCR题目记录', ['count' => $ocrQuestions->count()]);
                } catch (\Exception $e) {
                    \Log::error('从原始数据恢复OCR记录失败: ' . $e->getMessage());
                }
            }
        }

        $this->matchedQuestions = [];

        // 以系统试卷的题目为基准进行匹配
        foreach ($paperQuestions as $paperQuestion) {
            // 查找对应题号的OCR识别结果（可能有多个，取第一个有效的）
            $ocrQuestion = $ocrQuestions
                ->where('question_number', $paperQuestion->question_number)
                ->first();

            if ($ocrQuestion) {
                $this->matchedQuestions[] = [
                    'question_number' => $paperQuestion->question_number,
                    'ocr_id' => $ocrQuestion->id,
                    'paper_id' => $paperQuestion->id,
                    'question_text' => $paperQuestion->question_text ?: '系统题目',
                    'knowledge_point' => $paperQuestion->knowledge_point,
                    'question_type' => $paperQuestion->question_type,
                    'student_answer' => $ocrQuestion->student_answer,
                    'correct_answer' => $paperQuestion->correct_answer,
                    'full_score' => $paperQuestion->score,
                    'is_correct' => $ocrQuestion->is_correct,
                    'score' => $ocrQuestion->ai_score,
                    'ocr_confidence' => $ocrQuestion->score_confidence ?? null,
                    'bbox' => $ocrQuestion->student_answer_bbox,
                ];

                // 更新OCR记录，关联到题库
                if (!$ocrQuestion->question_bank_id) {
                    $ocrQuestion->update([
                        'question_bank_id' => $paperQuestion->question_id,
                        'kp_code' => $paperQuestion->knowledge_point,
                    ]);
                }
            } else {
                // 没有找到对应的OCR结果，但仍然显示系统题目
                $this->matchedQuestions[] = [
                    'question_number' => $paperQuestion->question_number,
                    'ocr_id' => null,
                    'paper_id' => $paperQuestion->id,
                    'question_text' => $paperQuestion->question_text ?: '系统题目',
                    'knowledge_point' => $paperQuestion->knowledge_point,
                    'question_type' => $paperQuestion->question_type,
                    'student_answer' => null,
                    'correct_answer' => $paperQuestion->correct_answer,
                    'full_score' => $paperQuestion->score,
                    'is_correct' => null,
                    'score' => null,
                    'ocr_confidence' => null,
                    'note' => 'OCR未识别到此题'
                ];
            }
        }

        // 记录匹配统计
        \Log::info('OCR题目匹配完成', [
            'ocr_record_id' => $this->ocrRecord->id,
            'paper_id' => $this->paper->paper_id,
            'system_questions' => $paperQuestions->count(),
            'ocr_questions_total' => $ocrQuestions->count(),
            'matched_questions' => count($this->matchedQuestions),
            'ocr_question_numbers' => $ocrQuestions->pluck('question_number')->unique()->values()->toArray(),
        ]);
    }

    /**
     * 执行答题分析
     */
    public function analyzeAnswers(): void
    {
        $this->isAnalyzing = true;

        try {
            $this->analysisResults = [];
            $totalScore = 0;
            $correctCount = 0;

            foreach ($this->matchedQuestions as &$matched) {
                $analysis = $this->analyzeAnswer(
                    $matched['student_answer'],
                    $matched['correct_answer'],
                    $matched['question_type'],
                    $matched['full_score']
                );

                $matched['is_correct'] = $analysis['is_correct'];
                $matched['score'] = $analysis['score'];
                $matched['analysis_details'] = $analysis['details'];

                $totalScore += $analysis['score'];
                if ($analysis['is_correct']) {
                    $correctCount++;
                }

                // 更新数据库
                OCRQuestionResult::where('id', $matched['ocr_id'])
                    ->update([
                        'ai_score' => $analysis['score'],
                        'is_correct' => $analysis['is_correct'],
                    ]);

                $this->analysisResults[] = $analysis;
            }
            unset($matched);

            // 更新OCR记录状态
            $this->ocrRecord->update([
                'ai_analyzed_at' => now(),
            ]);

            // 计算统计信息
            $stats = [
                'total_questions' => count($this->matchedQuestions),
                'correct_count' => $correctCount,
                'incorrect_count' => count($this->matchedQuestions) - $correctCount,
                'total_score' => $totalScore,
                'full_score' => $this->paper->total_score,
                'accuracy_rate' => round(($correctCount / count($this->matchedQuestions)) * 100, 2),
                'score_rate' => round(($totalScore / $this->paper->total_score) * 100, 2),
            ];

            // 可选：发送到Learning Analytics进行深度分析
            $this->sendToLearningAnalytics($stats);

            Notification::make()
                ->title('分析完成')
                ->body(sprintf(
                    '共%d道题，正确%d道，得分%d分（满分%d分）',
                    $stats['total_questions'],
                    $stats['correct_count'],
                    $stats['total_score'],
                    $stats['full_score']
                ))
                ->success()
                ->send();

        } catch (\Exception $e) {
            \Log::error('试卷答题分析失败: ' . $e->getMessage());
            Notification::make()
                ->title('分析失败')
                ->body($e->getMessage())
                ->danger()
                ->send();
        } finally {
            $this->isAnalyzing = false;
        }
    }

    /**
     * 分析单个答案
     */
    private function analyzeAnswer(?string $studentAnswer, ?string $correctAnswer, string $questionType, float $fullScore): array
    {
        $studentAnswer = trim($studentAnswer ?? '');
        $correctAnswer = trim($correctAnswer ?? '');

        // 空答案处理
        if (empty($studentAnswer)) {
            return [
                'is_correct' => false,
                'score' => 0,
                'details' => '未作答'
            ];
        }

        $isCorrect = false;
        $score = 0;
        $details = '';

        // 根据题型进行不同的分析
        switch ($questionType) {
            case '选择题':
            case 'choice':
                $result = $this->analyzeChoiceAnswer($studentAnswer, $correctAnswer);
                break;

            case '填空题':
            case 'fill':
                $result = $this->analyzeFillAnswer($studentAnswer, $correctAnswer);
                break;

            case '解答题':
            case 'answer':
                $result = $this->analyzeAnswerAnswer($studentAnswer, $correctAnswer, $fullScore);
                break;

            default:
                $result = $this->analyzeGeneralAnswer($studentAnswer, $correctAnswer, $fullScore);
        }

        return $result;
    }

    /**
     * 分析选择题答案
     */
    private function analyzeChoiceAnswer(string $studentAnswer, string $correctAnswer): array
    {
        $studentAnswer = $this->normalizeChoiceAnswer($studentAnswer);
        $correctAnswer = $this->normalizeChoiceAnswer($correctAnswer);

        $isCorrect = $studentAnswer === $correctAnswer;

        return [
            'is_correct' => $isCorrect,
            'score' => $isCorrect ? $fullScore : 0,
            'details' => $isCorrect ? '正确' : '错误'
        ];
    }

    /**
     * 分析填空题答案
     */
    private function analyzeFillAnswer(string $studentAnswer, string $correctAnswer): array
    {
        // 精确匹配
        if (strcasecmp($studentAnswer, $correctAnswer) === 0) {
            return [
                'is_correct' => true,
                'score' => $fullScore,
                'details' => '完全正确'
            ];
        }

        // 去除空格后匹配
        if (strcasecmp(str_replace(' ', '', $studentAnswer), str_replace(' ', '', $correctAnswer)) === 0) {
            return [
                'is_correct' => true,
                'score' => $fullScore * 0.9, // 扣10%
                'details' => '基本正确（多空格）'
            ];
        }

        // 数值比较
        if (is_numeric($studentAnswer) && is_numeric($correctAnswer)) {
            if (abs(floatval($studentAnswer) - floatval($correctAnswer)) < 0.001) {
                return [
                    'is_correct' => true,
                    'score' => $fullScore,
                    'details' => '数值正确'
                ];
            }
        }

        return [
            'is_correct' => false,
            'score' => 0,
            'details' => '错误'
        ];
    }

    /**
     * 分析解答题答案（简化版，实际需要更复杂的评分逻辑）
     */
    private function analyzeAnswerAnswer(string $studentAnswer, string $correctAnswer, float $fullScore): array
    {
        // 简化处理：解答题需要人工评分或更复杂的AI评分
        // 这里仅做简单的文本相似度比较

        $similar = similar_text($studentAnswer, $correctAnswer, $percent);

        if ($percent > 80) {
            return [
                'is_correct' => true,
                'score' => $fullScore,
                'details' => sprintf('相似度%.1f%%，建议人工复核', $percent)
            ];
        } elseif ($percent > 50) {
            return [
                'is_correct' => false,
                'score' => $fullScore * 0.5,
                'details' => sprintf('部分正确（相似度%.1f%%）', $percent)
            ];
        } else {
            return [
                'is_correct' => false,
                'score' => 0,
                'details' => sprintf('相似度%.1f%%', $percent)
            ];
        }
    }

    /**
     * 通用答案分析
     */
    private function analyzeGeneralAnswer(string $studentAnswer, string $correctAnswer, float $fullScore): array
    {
        $isCorrect = strcasecmp($studentAnswer, $correctAnswer) === 0;

        return [
            'is_correct' => $isCorrect,
            'score' => $isCorrect ? $fullScore : 0,
            'details' => $isCorrect ? '正确' : '错误'
        ];
    }

    /**
     * 标准化选择题答案
     */
    private function normalizeChoiceAnswer(string $answer): string
    {
        // 处理各种格式：A, B, C, D 或 a, b, c, d 或 ①, ②, ③, ④ 或 1, 2, 3, 4
        $map = [
            '①' => 'a', '②' => 'b', '③' => 'c', '④' => 'd',
            '1' => 'a', '2' => 'b', '3' => 'c', '4' => 'd',
            'A' => 'a', 'B' => 'b', 'C' => 'c', 'D' => 'd',
        ];

        $answer = trim($answer);
        return $map[$answer] ?? strtolower($answer);
    }

    /**
     * 发送分析结果到Learning Analytics
     */
    private function sendToLearningAnalytics(array $stats): void
    {
        try {
            $client = new \GuzzleHttp\Client();
            $response = $client->post('http://localhost:5016/api/student/exam-analysis', [
                'json' => [
                    'student_id' => $this->paper->student_id,
                    'paper_id' => $this->paper->paper_id,
                    'analysis_type' => 'ocr_matching',
                    'stats' => $stats,
                    'detailed_results' => $this->matchedQuestions,
                    'timestamp' => now()->toISOString(),
                ]
            ]);

            if ($response->getStatusCode() === 200) {
                \Log::info('分析结果已发送到Learning Analytics');
            }
        } catch (\Exception $e) {
            \Log::error('发送分析结果到Learning Analytics失败: ' . $e->getMessage());
        }
    }

    /**
     * 导出报告
     */
    public function exportReport(): void
    {
        // 生成简单的文本报告
        $report = $this->generateTextReport();

        $filename = "试卷分析报告_" . date('Y-m-d_H-i-s') . ".txt";
        $filepath = storage_path("reports/" . $filename);

        // 确保目录存在
        if (!is_dir(dirname($filepath))) {
            mkdir(dirname($filepath), 0755, true);
        }

        file_put_contents($filepath, $report);

        // 提供下载链接
        Notification::make()
            ->title('报告导出成功')
            ->body('报告已保存到：' . $filename)
            ->success()
            ->send();
    }

    /**
     * 生成文本报告
     */
    private function generateTextReport(): string
    {
        $stats = $this->getAnalysisStats();
        $report = "";

        // 报告头部
        $report .= "=====================================\n";
        $report .= "试卷分析报告\n";
        $report .= "=====================================\n\n";
        $report .= "试卷名称：" . $this->paper->paper_name . "\n";
        $report .= "学生姓名：" . ($this->studentInfo()['name'] ?? '未知') . "\n";
        $report .= "班级：" . ($this->studentInfo()['class'] ?? '未知') . "\n";
        $report .= "分析时间：" . date('Y-m-d H:i:s') . "\n\n";

        // 统计信息
        $report .= "【统计信息】\n";
        $report .= "-------------------------\n";
        $report .= "题目总数：" . $stats['total'] . "题\n";
        $report .= "正确题数：" . $stats['correct'] . "题\n";
        $report .= "错误题数：" . $stats['incorrect'] . "题\n";
        $report .= "正确率：" . $stats['accuracy'] . "%\n";
        $report .= "得分：" . $stats['score'] . "分\n";
        $report .= "满分：" . $stats['full_score'] . "分\n";
        $report .= "得分率：" . $stats['score_rate'] . "%\n\n";

        // 详细题目分析
        $report .= "【题目详情】\n";
        $report .= "-------------------------\n";

        foreach ($this->matchedQuestions as $index => $question) {
            $report .= "\n题目" . ($index + 1) . "：\n";
            $report .= "  知识点：" . ($question['knowledge_point'] ?? '未知') . "\n";
            $report .= "  学生答案：" . ($question['student_answer'] ?: '未作答') . "\n";
            $report .= "  正确答案：" . ($question['correct_answer'] ?? '未知') . "\n";
            $report .= "  得分：" . ($question['score'] ?? 0) . "分\n";
            $report .= "  状态：" . ($question['is_correct'] ? '正确' : '错误') . "\n";
            if (isset($question['analysis_details'])) {
                $report .= "  说明：" . $question['analysis_details'] . "\n";
            }
        }

        return $report;
    }

    /**
     * 获取分析统计信息
     */
    public function getAnalysisStats(): array
    {
        if (empty($this->analysisResults)) return [];

        $correct = 0;
        $total = count($this->matchedQuestions);
        $score = 0;

        foreach ($this->matchedQuestions as $matched) {
            if ($matched['is_correct']) $correct++;
            $score += $matched['score'];
        }

        return [
            'total' => $total,
            'correct' => $correct,
            'incorrect' => $total - $correct,
            'accuracy' => $total > 0 ? round(($correct / $total) * 100, 2) : 0,
            'score' => $score,
            'full_score' => $this->paper->total_score,
            'score_rate' => $this->paper->total_score > 0 ? round(($score / $this->paper->total_score) * 100, 2) : 0,
        ];
    }

    /**
     * 重新匹配题目
     */
    public function rematchQuestions(): void
    {
        try {
            $rawOcrData = \Illuminate\Support\Facades\DB::table('ocr_raw_data')
                ->where('ocr_record_id', $this->ocrRecord->id)
                ->value('raw_response');

            if (!$rawOcrData) {
                Notification::make()->title('未找到原始OCR数据')->danger()->send();
                return;
            }

            $rawOcrData = json_decode($rawOcrData, true);
            $paperQuestions = PaperQuestion::where('paper_id', $this->paper->paper_id)
                ->orderBy('question_number')
                ->get();

            $ocrService = app(\App\Services\OCRService::class);
            $matchedResults = $ocrService->performEnhancedMatching($this->ocrRecord, $rawOcrData, $paperQuestions);

            // 更新现有记录
            foreach ($matchedResults as $result) {
                OCRQuestionResult::updateOrCreate(
                    [
                        'ocr_record_id' => $this->ocrRecord->id,
                        'question_number' => $result['question_number'],
                    ],
                    [
                        'student_answer' => $result['student_answer'],
                        'score_confidence' => $result['confidence'],
                        'student_answer_bbox' => $result['student_answer_bbox'] ?? null,
                        'question_text' => '系统题目 ' . $result['question_number'], // 确保有值
                    ]
                );
            }

            // 刷新页面数据
            $this->matchQuestions();

            Notification::make()->title('重新匹配完成')->success()->send();

        } catch (\Exception $e) {
            \Log::error('重新匹配失败: ' . $e->getMessage());
            Notification::make()->title('重新匹配失败')->body($e->getMessage())->danger()->send();
        }
    }

    /**
     * 提交AI分析
     */
    public function submitForAiAnalysis(): void
    {
        try {
            // 确保统计信息是最新的
            $stats = $this->getAnalysisStats();
            if (empty($stats)) {
                // 如果还没有分析过，先简单统计一下（或者强制先运行 analyzeAnswers）
                $this->analyzeAnswers();
                $stats = $this->getAnalysisStats();
            }

            $this->sendToLearningAnalytics($stats);

            Notification::make()->title('已提交AI分析请求')->success()->send();

        } catch (\Exception $e) {
            Notification::make()->title('提交失败')->body($e->getMessage())->danger()->send();
        }
    }

    /**
     * 判断是否已完成分析
     */
    public function hasAnalysis(): bool
    {
        return !empty($this->analysisResults) ||
               ($this->ocrRecord && $this->ocrRecord->ai_analyzed_at);
    }
}