math_cms/app/Filament/Pages/UploadExamPaper.php

<?php

namespace App\Filament\Pages;

use App\Jobs\ProcessOCRRecord;
use App\Models\OCRRecord;
use App\Models\Student;
use App\Models\Teacher;
use App\Filament\Traits\HasUserRole;
use BackedEnum;
use Filament\Notifications\Notification;
use Filament\Pages\Page;
use Filament\Forms;
use Livewire\WithFileUploads;
use Livewire\Attributes\Computed;
use Livewire\Attributes\On;
use Illuminate\Support\Facades\Storage;
use UnitEnum;

class UploadExamPaper extends Page
{
    use HasUserRole, WithFileUploads;

    protected static ?string $title = '上传试卷';
    protected static string|BackedEnum|null $navigationIcon = 'heroicon-o-cloud-arrow-up';
    protected static ?string $navigationLabel = '上传试卷';
    protected static string|UnitEnum|null $navigationGroup = '操作';
    protected static ?int $navigationSort = 2;
    protected static ?string $slug = 'upload-exam-paper';
    protected string $view = 'filament.pages.upload-exam-paper';

    public ?string $teacherId = null;
    public ?string $studentId = null;
    public $uploadedImage = null;
    public bool $isUploading = false;
    public ?string $paperType = null; // 试卷类型：unit_test, midterm, final, homework, quiz, other
    public $form;
    public array $data = [];
    public bool $analyzing = false;
    public ?string $analysisError = null;

    // 新增：模式选择
    public string $mode = 'upload'; // 'upload' 或 'select_paper'
    public ?string $selectedPaperId = null;
    public bool $showGrading = false;
    public array $questions = [];
    public array $gradingData = [];
    public ?string $paperName = null;
    public ?string $paperClass = null;
    public ?string $paperStudent = null;
    public ?string $paperDate = null;
    public array $questionGrades = []; // 存储每道题的评分

    public function mount()
    {
        // 初始化用户角色
        $this->initializeUserRole();

        // 如果是老师，自动选择当前老师
        if ($this->isTeacher) {
            $teacherId = $this->getCurrentTeacherId();
            if ($teacherId) {
                $this->teacherId = $teacherId;
            }
        } else {
            $this->teacherId = null;
        }

        $this->studentId = null;
        $this->uploadedImage = null;
        $this->paperType = null;
        $this->mode = 'upload';
        $this->selectedPaperId = null;
        $this->questionGrades = [];
    }

    public function form(Forms\Form $form): Forms\Form
    {
        return $form
            ->statePath('data')
            ->schema([
                Forms\Components\FileUpload::make('image')
                    ->label('上传试卷图片')
                    ->image()
                    ->multiple()
                    ->directory('exam-papers')
                    ->acceptedFileTypes(['image/png', 'image/jpeg', 'image/jpg'])
                    ->helperText('支持PNG、JPG、JPEG格式，可同时上传多张图片')
                    ->maxFiles(10)
                    ->required(),

                Forms\Components\TextInput::make('paper_name')
                    ->label('试卷名称')
                    ->required()
                    ->placeholder('例如：数学期末考试'),

                Forms\Components\Select::make('class')
                    ->label('班级')
                    ->options([
                        'ClassA' => '三年级一班',
                        'ClassB' => '三年级二班',
                        'ClassC' => '四年级一班',
                        'ClassD' => '四年级二班',
                        'ClassE' => '五年级一班',
                        'ClassF' => '五年级二班',
                        'ClassG' => '六年级一班',
                        'ClassH' => '六年级二班',
                    ])
                    ->required(),

                Forms\Components\TextInput::make('student_name')
                    ->label('学生姓名')
                    ->required()
                    ->placeholder('请输入学生姓名'),

                Forms\Components\Select::make('paper_type')
                    ->label('试卷类型')
                    ->options([
                        'quiz' => '课堂测验',
                        'midterm' => '期中考试',
                        'final' => '期末考试',
                        'homework' => '家庭作业',
                    ])
                    ->default('quiz')
                    ->required(),

                Forms\Components\TextInput::make('paper_subject')
                    ->label('科目')
                    ->default('数学')
                    ->required(),
            ]);
    }

    #[Computed]
    public function teachers(): array
    {
        try {
            $query = Teacher::query()
                ->leftJoin('users as u', 'teachers.teacher_id', '=', 'u.user_id')
                ->select(
                    'teachers.teacher_id',
                    'teachers.name',
                    'teachers.subject',
                    'u.username',
                    'u.email'
                );

            // 如果是老师，只返回自己
            if ($this->isTeacher) {
                $teacherId = $this->getCurrentTeacherId();
                if ($teacherId) {
                    $query->where('teachers.teacher_id', $teacherId);
                }
            }

            $teachers = $query->orderBy('teachers.name')->get();

            // 检查是否有学生没有对应的老师记录
            $teacherIds = $teachers->pluck('teacher_id')->toArray();
            $missingTeacherIds = Student::query()
                ->distinct()
                ->whereNotIn('teacher_id', $teacherIds)
                ->pluck('teacher_id')
                ->toArray();

            $teachersArray = $teachers->all();

            if (!empty($missingTeacherIds)) {
                foreach ($missingTeacherIds as $missingId) {
                    $teachersArray[] = (object) [
                        'teacher_id' => $missingId,
                        'name' => '未知老师 (' . $missingId . ')',
                        'subject' => '未知',
                        'username' => null,
                        'email' => null
                    ];
                }

                usort($teachersArray, function($a, $b) {
                    return strcmp($a->name, $b->name);
                });
            }

            return $teachersArray;
        } catch (\Exception $e) {
            \Illuminate\Support\Facades\Log::error('加载老师列表失败', [
                'error' => $e->getMessage()
            ]);
            return [];
        }
    }

    #[Computed]
    public function students(): array
    {
        if (empty($this->teacherId)) {
            return [];
        }

        try {
            return Student::query()
                ->leftJoin('users as u', 'students.student_id', '=', 'u.user_id')
                ->where('students.teacher_id', $this->teacherId)
                ->select(
                    'students.student_id',
                    'students.name',
                    'students.grade',
                    'students.class_name',
                    'u.username',
                    'u.email'
                )
                ->orderBy('students.grade')
                ->orderBy('students.class_name')
                ->orderBy('students.name')
                ->get()
                ->all();
        } catch (\Exception $e) {
            \Illuminate\Support\Facades\Log::error('加载学生列表失败', [
                'teacher_id' => $this->teacherId,
                'error' => $e->getMessage()
            ]);
            return [];
        }
    }

    #[Computed]
    public function recentRecords(): array
    {
        // 1. 获取OCR记录(图片上传)
        $ocrQuery = OCRRecord::with('student');

        // 如果选择了学生,则筛选该学生的记录
        if (!empty($this->studentId)) {
            $ocrQuery->where('user_id', $this->studentId);
        }

        $ocrRecords = $ocrQuery->latest()->take(5)->get()
            ->map(function($record) {
                $studentName = $record->student?->name ?: ('学生ID: ' . $record->user_id);

                return [
                    'type' => 'ocr_upload',
                    'id' => $record->id,
                    'record_id' => $record->id,
                    'paper_id' => null,
                    'student_id' => $record->user_id,
                    'student_name' => $studentName,
                    'paper_type' => $record->paper_type_label,
                    'paper_name' => $record->image_filename ?: '未命名图片',
                    'status' => $record->status,
                    'total_questions' => $record->total_questions,
                    'processed_questions' => $record->processed_questions ?? 0,
                    'created_at' => $record->created_at->format('Y-m-d H:i'),
                    'is_completed' => $record->status === 'completed',
                ];
            })->toArray();

        // 2. 获取所有Paper记录(包括草稿和已评分)
        $paperQuery = \App\Models\Paper::with('student');

        // 如果选择了学生,则筛选该学生的记录
        if (!empty($this->studentId)) {
            $paperQuery->where('student_id', $this->studentId);
        }

        $allPapers = $paperQuery->latest()->take(5)->get()
            ->map(function($paper) {
                $type = $paper->status === 'completed' ? 'graded_paper' : 'generated';
                $paperType = $paper->status === 'completed' ? '已评分试卷' : '系统生成试卷';
                $iconColor = $paper->status === 'completed' ? 'text-green-500' : 'text-blue-500';

                $studentName = $paper->student?->name ?: ('学生ID: ' . $paper->student_id);

                return [
                    'type' => $type,
                    'id' => $paper->paper_id,
                    'record_id' => null,
                    'paper_id' => $paper->paper_id,
                    'student_id' => $paper->student_id,
                    'student_name' => $studentName,
                    'paper_type' => $paperType,
                    'paper_name' => $paper->paper_name ?? '未命名试卷',
                    'status' => $paper->difficulty_category,
                    'total_questions' => $paper->question_count ?? 0,
                    'created_at' => $paper->created_at->format('Y-m-d H:i'),
                    'is_completed' => $paper->status === 'completed',
                    'icon_color' => $iconColor,
                ];
            })->toArray();

        // 3. 合并并按时间排序
        $allRecords = array_merge($ocrRecords, $allPapers);
        usort($allRecords, function($a, $b) {
            return strcmp($b['created_at'], $a['created_at']);
        });

        return array_slice($allRecords, 0, 10);
    }
    
    /**
     * 获取学生的试卷列表
     */
    #[Computed]
    public function studentPapers(): array
    {
        if (empty($this->studentId)) {
            return [];
        }

        try {
            // 使用 Student 关联查询试卷
            $student = \App\Models\Student::find($this->studentId);
            if (!$student) {
                \Log::warning('未找到指定学生', ['student_id' => $this->studentId]);
                return [];
            }

            return $student->papers()
                ->withCount('questions') // 添加题目计数
                ->orderBy('created_at', 'desc')
                ->take(20)
                ->get()
                ->map(function($paper) {
                    return [
                        'paper_id' => $paper->paper_id, // 使用 paper_id 而不是 id
                        'paper_name' => $paper->paper_name ?? '未命名试卷',
                        'total_questions' => $paper->questions_count ?? 0,
                        'total_score' => $paper->total_score ?? 0,
                        'created_at' => $paper->created_at->format('Y-m-d H:i'),
                    ];
                })
                ->toArray();
        } catch (\Exception $e) {
            \Log::error('获取学生试卷列表失败', [
                'student_id' => $this->studentId,
                'error' => $e->getMessage()
            ]);
            return [];
        }
    }

    #[Computed]
    public function paperTypes(): array
    {
        return [
            '' => '请选择试卷形式',
            'unit_test' => '单元测试',
            'midterm' => '期中考试',
            'final' => '期末考试',
            'homework' => '家庭作业',
            'quiz' => '随堂测验',
            'other' => '其他',
        ];
    }

    /**
     * 获取选中试卷的题目列表
     */
    #[Computed]
    public function selectedPaperQuestions(): array
    {
        if (empty($this->selectedPaperId)) {
            return [];
        }

        try {
            // 首先检查试卷是否存在
            $paper = \App\Models\Paper::where('paper_id', $this->selectedPaperId)->first();
            if (!$paper) {
                \Log::warning('未找到指定试卷', ['paper_id' => $this->selectedPaperId]);
                return [];
            }

            // 使用关联关系查询题目
            $paperWithQuestions = \App\Models\Paper::with(['questions' => function($query) {
                $query->orderBy('question_number');
            }])->where('paper_id', $this->selectedPaperId)->first();

            $questions = $paperWithQuestions ? $paperWithQuestions->questions : collect([]);

            // 处理数据不一致的情况：如果题目为空但试卷显示有题目
            if ($questions->isEmpty() && ($paper->question_count ?? 0) > 0) {
                \Log::warning('试卷显示有题目但实际题目数据缺失', [
                    'paper_id' => $this->selectedPaperId,
                    'expected_questions' => $paper->question_count,
                    'actual_questions' => 0
                ]);

                // 返回占位题目，让用户知道有数据缺失
                return [
                    [
                        'id' => 'missing_data',
                        'question_number' => 1,
                        'question_bank_id' => null,
                        'question_type' => 'info',
                        'content' => "⚠️ 数据异常：试卷显示应有 {$paper->question_count} 道题目，但未找到题目数据。这通常是试卷创建过程中断导致的。请联系管理员或重新创建试卷。",
                        'answer' => '',
                        'score' => 0,
                        'is_missing_data' => true
                    ]
                ];
            }

            if ($questions->isEmpty()) {
                \Log::info('试卷确实没有题目', ['paper_id' => $this->selectedPaperId]);
                return [
                    [
                        'id' => 'no_questions',
                        'question_number' => 1,
                        'question_bank_id' => null,
                        'question_type' => 'info',
                        'content' => '该试卷暂无题目数据',
                        'answer' => '',
                        'score' => 0,
                        'is_empty' => true
                    ]
                ];
            }

            // 获取题目详情
            $questionBankService = app(\App\Services\QuestionBankService::class);
            $questionIds = $questions->pluck('question_bank_id')->filter()->unique()->toArray();

            if (empty($questionIds)) {
                \Log::info('题目没有关联题库ID', ['paper_id' => $this->selectedPaperId]);
                // 返回基本的题目信息，不包含题库详情
                return $questions->map(function($q) {
                    return [
                        'id' => $q->id,
                        'question_number' => $q->question_number,
                        'question_bank_id' => $q->question_bank_id,
                        'question_type' => $q->question_type,
                        'content' => '题目内容未关联到题库',
                        'answer' => '',
                        'score' => $q->score ?? 5,
                    ];
                })->toArray();
            }

            $questionsResponse = $questionBankService->getQuestionsByIds($questionIds);
            $questionDetails = collect($questionsResponse['data'] ?? [])->keyBy('id');

            return $questions->map(function($q) use ($questionDetails) {
                $detail = $questionDetails->get($q->question_bank_id);
                return [
                    'id' => $q->id,
                    'question_number' => $q->question_number,
                    'question_bank_id' => $q->question_bank_id,
                    'question_type' => $q->question_type,
                    'content' => $detail['stem'] ?? '题目内容缺失',
                    'answer' => $detail['answer'] ?? '',
                    'score' => $q->score ?? 5,
                    'kp_code' => $q->knowledge_point, // 从本地数据库获取知识点代码
                ];
            })->toArray();
        } catch (\Exception $e) {
            \Log::error('获取试卷题目失败', [
                'paper_id' => $this->selectedPaperId,
                'error' => $e->getMessage(),
                'trace' => $e->getTraceAsString()
            ]);
            return [
                [
                    'id' => 'error',
                    'question_number' => 1,
                    'question_bank_id' => null,
                    'question_type' => 'error',
                    'content' => '获取题目数据时发生错误：' . $e->getMessage(),
                    'answer' => '',
                    'score' => 0,
                    'is_error' => true
                ]
            ];
        }
    }

    public function updatedTeacherId($value): void
    {
        // 当教师选择变化时，清空之前选择的学生
        $this->studentId = null;
        $this->selectedPaperId = null;
        $this->questionGrades = [];
    }
    
    public function updatedStudentId($value): void
    {
        // 当学生选择变化时，清空已选试卷
        $this->selectedPaperId = null;
        $this->questionGrades = [];
    }
    
    public function updatedMode($value): void
    {
        // 切换模式时重置相关字段
        $this->uploadedImage = null;
        $this->selectedPaperId = null;
        $this->questionGrades = [];
    }

    public function submitUpload(): void
    {
        if (!$this->teacherId) {
            Notification::make()
                ->title('请选择老师')
                ->danger()
                ->send();
            return;
        }

        if (!$this->studentId) {
            Notification::make()
                ->title('请选择学生')
                ->danger()
                ->send();
            return;
        }

        // 获取表单数据
        $formData = $this->data;

        if (empty($formData['image'])) {
            Notification::make()
                ->title('请上传图片')
                ->danger()
                ->send();
            return;
        }

        if (empty($formData['paper_name'])) {
            Notification::make()
                ->title('请填写试卷名称')
                ->danger()
                ->send();
            return;
        }

        if (empty($formData['class'])) {
            Notification::make()
                ->title('请选择班级')
                ->danger()
                ->send();
            return;
        }

        if (empty($formData['student_name'])) {
            Notification::make()
                ->title('请填写学生姓名')
                ->danger()
                ->send();
            return;
        }

        $this->isUploading = true;

        try {
            // 处理图片（可能是单张或多张）
            $images = $formData['image'];
            if (!is_array($images)) {
                $images = [$images];
            }

            $paths = [];
            foreach ($images as $image) {
                if ($image) {
                    $paths[] = storage_path('app/public/' . $image);
                }
            }

            if (empty($paths)) {
                throw new \Exception('图片保存失败');
            }

            $paperId = 'paper_' . time() . '_' . substr(md5(uniqid()), 0, 8);

            // AI分析服务调用
            $response = \Http::timeout(300)
                ->post('http://localhost:5016/analyze-exam', [
                    'paper_id' => $paperId,
                    'paper_name' => $formData['paper_name'],
                    'student_name' => $formData['student_name'],
                    'class_name' => $formData['class'],
                    'paper_type' => $formData['paper_type'],
                    'subject' => $formData['paper_subject'],
                    'image_files' => $paths,
                ]);

            if ($response->successful()) {
                $result = $response->json();
                $this->saveAnalysisResult($result, $paperId);
                $this->analysisResult = $result;
                Notification::make()
                    ->title('分析完成')
                    ->success()
                    ->send();
            } else {
                $this->analysisError = '分析服务响应失败: ' . $response->status();
                Notification::make()
                    ->title('分析失败')
                    ->body($this->analysisError)
                    ->error()
                    ->send();
            }

            // 重置表单
            $this->teacherId = null;
            $this->studentId = null;
            $this->uploadedImage = null;
            $this->paperType = null;

        } catch (\Exception $e) {
            Notification::make()
                ->title('上传失败')
                ->body($e->getMessage())
                ->danger()
                ->send();
        } finally {
            $this->isUploading = false;
            $this->analyzing = false;
        }
    }

    #[On('teacherChanged')]
    public function updateTeacherId($teacherId)
    {
        $this->teacherId = $teacherId;
        $this->studentId = null;
    }

    #[On('studentChanged')]
    public function updateStudentId($teacherId, $studentId)
    {
        $this->studentId = $studentId;
    }

    public function removeImage(): void
    {
        $this->uploadedImage = null;
    }
    
    /**
     * 提交手动评分
     */
    public function submitManualGrading(): void
    {
        if (!$this->selectedPaperId) {
            Notification::make()
                ->title('请选择试卷')
                ->danger()
                ->send();
            return;
        }

        // 将 gradingData 转换为 questionGrades 格式
        $this->convertGradingDataToQuestionGrades();

        if (empty($this->questionGrades)) {
            Notification::make()
                ->title('请至少为一道题目评分')
                ->danger()
                ->send();
            return;
        }

        try {
            // 准备数据发送到 LearningAnalytics
            $analyticsData = [];
            
            // 获取题目详情以便查找kp_code
            $questionsMap = collect($this->selectedPaperQuestions)->keyBy('id');
            
            // 收集需要从API补充信息的题目ID
            $missingKpCodeQuestionIds = [];

            foreach ($this->questionGrades as $questionId => $grade) {
                $question = $questionsMap->get($questionId);
                if (!$question) {
                    continue;
                }
                
                // 优先使用本地存储的 kp_code
                if (empty($question['kp_code'])) {
                    $missingKpCodeQuestionIds[] = $questionId;
                }
            }
            
            // 如果有缺失 kp_code 的题目，尝试从 API 获取
            $apiDetailsMap = collect([]);
            if (!empty($missingKpCodeQuestionIds)) {
                $questionBankIds = collect($missingKpCodeQuestionIds)
                    ->map(fn($qId) => $questionsMap->get($qId)['question_bank_id'] ?? null)
                    ->filter()
                    ->toArray();
                    
                if (!empty($questionBankIds)) {
                    $questionBankService = app(\App\Services\QuestionBankService::class);
                    $questionsDetails = $questionBankService->getQuestionsByIds($questionBankIds);
                    $apiDetailsMap = collect($questionsDetails['data'] ?? [])->keyBy('id');
                }
            }

            foreach ($this->questionGrades as $questionId => $grade) {
                $question = $questionsMap->get($questionId);
                if (!$question) {
                    continue;
                }
                
                $kpCode = $question['kp_code'];
                
                // 如果本地没有，尝试从API结果中获取
                if (empty($kpCode)) {
                    $detail = $apiDetailsMap->get($question['question_bank_id']);
                    $kpCode = $detail['kp_code'] ?? $detail['knowledge_point_code'] ?? null;
                }

                // 确保 is_correct 有值（如果为 null，设置为 false）
                $isCorrect = $grade['is_correct'];
                if ($isCorrect === null) {
                    $isCorrect = false;
                }

                $analyticsData[] = [
                    'question_bank_id' => $question['question_bank_id'],
                    'student_answer' => $grade['student_answer'] ?? '',
                    'is_correct' => $isCorrect,
                    'score' => $grade['score'] ?? 0,
                    'max_score' => $question['score'] ?? 0,
                    'kp_code' => $kpCode,
                    'ip_address' => '127.0.0.1', // 提供默认IP地址，避免PostgreSQL inet类型错误
                    'device_type' => 'web', // 提供默认设备类型
                    'feedback_provided' => false, // 提供默认反馈状态
                ];
            }

            // 调用 LearningAnalytics 服务
            $learningAnalyticsService = app(\App\Services\LearningAnalyticsService::class);

            // 步骤0: 保存学生答案到本地数据库 (重要：确保数据持久化)
            foreach ($this->questionGrades as $questionId => $grade) {
                // 确保 is_correct 是布尔值（转换字符串 'true'/'false' 为布尔值）
                $isCorrect = $grade['is_correct'];
                if ($isCorrect === 'true' || $isCorrect === true) {
                    $isCorrect = true;
                } elseif ($isCorrect === 'false' || $isCorrect === false) {
                    $isCorrect = false;
                }

                // 确保 score_obtained 是数字
                $score = $grade['score'];
                if ($score !== null) {
                    $score = is_numeric($score) ? (float)$score : 0;
                }

                // **关键修复**：确保 is_correct 和 score 的一致性
                // 如果分数为满分或大于0，视为正确
                if ($score > 0) {
                    $isCorrect = true;
                } elseif ($score === 0) {
                    $isCorrect = false;
                }

                \App\Models\PaperQuestion::where('id', $questionId)->update([
                    'student_answer' => $grade['student_answer'] ?? '',
                    'is_correct' => $isCorrect,
                    'score_obtained' => $score ?? 0,
                ]);
            }

            \Log::info('学生答案已保存到数据库', [
                'student_id' => $this->studentId,
                'paper_id' => $this->selectedPaperId,
                'updated_count' => count($this->questionGrades)
            ]);

            // 步骤1: 保存答题记录到 LearningAnalytics
            \Log::info('准备调用submitBatchAttempts API', [
                'student_id' => $this->studentId,
                'paper_id' => $this->selectedPaperId,
                'analytics_data_sample' => array_slice($analyticsData, 0, 2) // 记录前2题的数据作为样本
            ]);

            $result = $learningAnalyticsService->submitBatchAttempts($this->studentId, [
                'paper_id' => $this->selectedPaperId,
                'answers' => $analyticsData,
            ]);

            // 检查API返回结果
            if (is_array($result) && isset($result['error']) && $result['error']) {
                throw new \Exception($result['message'] ?? 'API调用失败');
            }

            if ($result === null || (is_array($result) && empty($result))) {
                throw new \Exception('API返回空数据');
            }

            \Log::info('答题记录已保存到学习分析服务', [
                'student_id' => $this->studentId,
                'paper_id' => $this->selectedPaperId,
                'count' => count($analyticsData)
            ]);

            // 步骤2: 触发 AI 分析(包含掌握度更新和学习报告生成)
            try {
                $paper = \App\Models\Paper::find($this->selectedPaperId);
                
                // 构造 AI 分析请求数据
                $analysisQuestions = [];
                foreach ($this->questionGrades as $questionId => $grade) {
                    $question = $questionsMap->get($questionId);
                    if (!$question) {
                        continue;
                    }
                    
                    $kpCode = $question['kp_code'];
                    if (empty($kpCode)) {
                        $detail = $apiDetailsMap->get($question['question_bank_id']);
                        $kpCode = $detail['kp_code'] ?? $detail['knowledge_point_code'] ?? null;
                    }
                    
                    $analysisQuestions[] = [
                        'question_id' => $question['question_bank_id'],
                        'question_number' => (string)$question['question_number'],
                        'question_text' => $question['content'] ?? '',
                        'student_answer' => $grade['student_answer'] ?? '',
                        'correct_answer' => $question['answer'] ?? '',
                        'kp_code' => $kpCode,
                        'score_value' => $grade['score'] ?? 0,
                        'max_score' => $question['score'],
                        'is_correct' => $grade['is_correct'] ?? false,
                        'teacher_validated' => true, // 手动评分即为教师验证
                        'ocr_confidence' => 1.0, // 手动评分置信度为1
                    ];
                }
                
                $analysisData = [
                    'exam_id' => $this->selectedPaperId,
                    'student_id' => $this->studentId,
                    'ocr_record_id' => 0, // 系统生成卷子没有OCR记录ID
                    'paper_id' => $this->selectedPaperId,
                    'teacher_name' => auth()->user()->name ?? 'Teacher',
                    'analysis_type' => 'mastery',
                    'questions' => $analysisQuestions,
                ];
                
                // 调用统一的 AI 分析接口
                \Log::info('准备调用submitOCRAnalysis API', [
                    'paper_id' => $this->selectedPaperId,
                    'student_id' => $this->studentId,
                    'analysis_data_sample' => [
                        'question_count' => count($analysisQuestions),
                        'first_question' => $analysisQuestions[0] ?? null
                    ]
                ]);

                $analysisResult = $learningAnalyticsService->submitOCRAnalysis($analysisData);

                \Log::info('AI分析已触发', [
                    'paper_id' => $this->selectedPaperId,
                    'student_id' => $this->studentId,
                    'analysis_result_keys' => is_array($analysisResult) ? array_keys($analysisResult) : 'not_array',
                    'analysis_result' => $analysisResult
                ]);
                
                // 保存 analysis_id 到 Paper 表
                if (isset($analysisResult['analysis_id'])) {
                    \App\Models\Paper::where('paper_id', $this->selectedPaperId)->update([
                        'analysis_id' => $analysisResult['analysis_id'],
                    ]);
                    
                    \Log::info('已保存 analysis_id', [
                        'paper_id' => $this->selectedPaperId,
                        'analysis_id' => $analysisResult['analysis_id']
                    ]);
                }
                
            } catch (\Exception $analysisError) {
                // AI 分析失败不影响主流程
                \Log::warning('触发AI分析失败', [
                    'paper_id' => $this->selectedPaperId,
                    'error' => $analysisError->getMessage()
                ]);
            }

            // 更新Paper表状态为已完成评分
            \App\Models\Paper::where('paper_id', $this->selectedPaperId)->update([
                'status' => 'completed',
                'completed_at' => now(),
            ]);

            Notification::make()
                ->title('提交成功')
                ->body('评分已提交,AI分析正在进行中')
                ->success()
                ->send();

            // 刷新最近记录列表
            unset($this->recentRecords);

            // 重置表单
            $this->selectedPaperId = null;
            $this->questionGrades = [];

        } catch (\Exception $e) {
            \Log::error('提交手动评分失败', [
                'error' => $e->getMessage(),
                'student_id' => $this->studentId,
                'paper_id' => $this->selectedPaperId,
            ]);

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

    /**
     * 将 gradingData 转换为 questionGrades 格式
     * gradingData: 索引数组 [{is_correct: bool, score: float}]
     * questionGrades: 题目ID为键的数组 [questionId => {is_correct: bool, score: float, student_answer: string}]
     */
    private function convertGradingDataToQuestionGrades(): void
    {
        $this->questionGrades = [];

        // 遍历 questions 数组（包含题目信息）
        foreach ($this->questions as $index => $question) {
            // 获取对应索引的 gradingData
            $grading = $this->gradingData[$index] ?? null;

            // 只有当 grading 不为空且有评分数据时才添加
            if ($grading && (
                $grading['is_correct'] !== null ||
                ($grading['score'] ?? null) !== null
            )) {
                $questionId = $question['id'];

                // 处理 is_correct 值（字符串 'true'/'false' 或布尔值）
                $isCorrect = $grading['is_correct'];
                if ($isCorrect === 'true') {
                    $isCorrect = true;
                } elseif ($isCorrect === 'false') {
                    $isCorrect = false;
                }

                // 处理 score 值
                $score = $grading['score'];
                if ($score !== null && $score !== '') {
                    $score = is_numeric($score) ? (float)$score : null;
                }

                // **关键修复**：根据题型处理缺失的字段
                if ($question['question_type'] === 'choice') {
                    // 选择题：只有 is_correct，需要自动计算分数
                    if ($isCorrect === true) {
                        $score = $question['score'] ?? 0; // 正确给满分
                    } elseif ($isCorrect === false) {
                        $score = 0; // 错误给0分
                    }
                } else {
                    // 填空/解答题：只有 score，需要自动计算 is_correct
                    if ($score !== null) {
                        $isCorrect = ($score >= ($question['score'] ?? 0)); // 得分>=满分视为正确
                    }
                }

                // 获取学生答案（优先使用 gradingData 中的值，如果没有则使用题目中的值）
                $studentAnswer = $grading['student_answer'] ?? $question['student_answer'] ?? '';

                // 对于选择题，如果学生答案为空，基于评分推断
                if (empty($studentAnswer) && $question['question_type'] === 'choice') {
                    if ($isCorrect === true) {
                        // 如果选"正确"，学生答案就是正确答案
                        $studentAnswer = $question['correct_answer'] ?? '正确答案';
                    } elseif ($isCorrect === false) {
                        // 如果选"错误"，学生答案可以为空或者设置为特殊标记
                        $studentAnswer = '错误答案';
                    }
                }

                // 转换格式
                $this->questionGrades[$questionId] = [
                    'is_correct' => $isCorrect,
                    'score' => $score,
                    'student_answer' => $studentAnswer,
                ];
            }
        }

        \Log::info('转换评分数据', [
            'grading_data_count' => count(array_filter($this->gradingData ?? [])),
            'question_grades_count' => count($this->questionGrades),
            'questions_count' => count($this->questions ?? []),
            'sample_question_grades' => array_slice($this->questionGrades, 0, 2, true),
        ]);
    }

    #[Computed]
    public function gradingProgress(): string
    {
        $gradedCount = count(array_filter($this->gradingData ?? []));
        $totalCount = count($this->questions ?? []);
        return "已评分：{$gradedCount}/{$totalCount}题";
    }

    public function startAnalysis(): void
    {
        $this->analyzing = true;
        $this->analysisError = null;

        try {
            $this->submitUpload();
        } catch (\Exception $e) {
            $this->analysisError = $e->getMessage();
            $this->analyzing = false;
        }
    }

    public function saveGrading(): void
    {
        $this->submitManualGrading();
    }

    public function updatedSelectedPaperId($value): void
    {
        if (empty($value)) {
            $this->questions = [];
            $this->gradingData = [];
            $this->showGrading = false;
            return;
        }

        // 加载试卷信息和题目
        $this->loadPaperForGrading($value);
    }

    public function loadPaperForGrading($paperId): void
    {
        try {
            $paper = \App\Models\Paper::where('paper_id', $paperId)->first();
            if (!$paper) {
                Notification::make()
                    ->title('试卷不存在')
                    ->danger()
                    ->send();
                return;
            }

            // 设置试卷信息
            $this->paperName = $paper->paper_name;
            $this->paperClass = $paper->difficulty_category ?? '未设置';
            $this->paperStudent = $paper->student_id;
            $this->paperDate = $paper->created_at->format('Y-m-d H:i');

            // 加载题目
            $paperWithQuestions = \App\Models\Paper::with(['questions' => function($query) {
                $query->orderBy('question_number');
            }])->where('paper_id', $paperId)->first();

            $questions = $paperWithQuestions ? $paperWithQuestions->questions : collect([]);

            // 如果没有正确答案，先尝试从题库API获取
            $apiDetailsMap = new \Illuminate\Support\Collection();
            if (!$questions->isEmpty()) {
                $questionBankIds = $questions->where('question_bank_id', '!=', null)->pluck('question_bank_id')->unique()->toArray();
                if (!empty($questionBankIds)) {
                    try {
                        $questionBankService = app(\App\Services\QuestionBankService::class);
                        $apiResponse = $questionBankService->getQuestionsByIds($questionBankIds);

                        if (!empty($apiResponse['data'])) {
                            foreach ($apiResponse['data'] as $detail) {
                                $apiDetailsMap->put($detail['id'], $detail);
                            }
                            \Log::info('成功从题库API获取题目详情', [
                                'count' => count($apiResponse['data']),
                                'ids' => array_keys($apiResponse['data'])
                            ]);
                        }
                    } catch (\Exception $e) {
                        \Log::warning('获取题库详情失败', ['error' => $e->getMessage()]);
                    }
                }
            }

            if ($questions->isEmpty()) {
                $this->questions = [
                    [
                        'id' => 'no_questions',
                        'question_number' => 1,
                        'question_type' => 'info',
                        'content' => '该试卷暂无题目数据',
                        'answer' => '',
                        'score' => 0,
                        'is_empty' => true
                    ]
                ];
            } else {
                $this->questions = $questions->map(function($question, $index) use ($apiDetailsMap) {
                    // 从 API 获取正确答案（优先使用 API 数据）
                    $correctAnswer = $question->correct_answer;
                    if (empty($correctAnswer) && $question->question_bank_id && $apiDetailsMap->has($question->question_bank_id)) {
                        $detail = $apiDetailsMap->get($question->question_bank_id);
                        $correctAnswer = $detail['answer'] ?? $detail['correct_answer'] ?? '';
                    }

                    return [
                        'id' => $question->id,
                        'question_number' => $question->question_number,
                        'question_type' => $question->question_type,
                        'question_text' => $question->question_text,
                        'content' => $question->question_text,
                        'options' => json_decode($question->options, true) ?: [],
                        'answer' => $correctAnswer,
                        'correct_answer' => $correctAnswer,
                        'student_answer' => '', // 学生答案暂不显示，等后续完善
                        'score' => $question->score,
                        'max_score' => $question->score,
                        'question_bank_id' => $question->question_bank_id,
                        'is_empty' => false
                    ];
                })->toArray();
            }

            // 初始化评分数据
            $this->gradingData = array_fill(0, count($this->questions), ['score' => null, 'is_correct' => null, 'comment' => '']);
            $this->showGrading = true;

        } catch (\Exception $e) {
            \Log::error('加载试卷题目失败', [
                'paper_id' => $paperId,
                'error' => $e->getMessage()
            ]);

            Notification::make()
                ->title('加载失败')
                ->body($e->getMessage())
                ->danger()
                ->send();
        }
    }

    private function saveAnalysisResult(array $result, string $paperId): void
    {
        try {
            \DB::beginTransaction();

            // 保存试卷基本信息
            $examPaper = \App\Models\Paper::create([
                'paper_id' => $paperId,
                'paper_name' => $result['paper_name'] ?? '未命名试卷',
                'student_id' => $this->studentId,
                'teacher_id' => $this->teacherId,
                'paper_type' => $result['paper_type'] ?? 'quiz',
                'question_count' => count($result['questions'] ?? []),
                'total_score' => $result['total_score'] ?? 0,
                'status' => 'completed',
            ]);

            // 保存题目信息
            foreach ($result['questions'] ?? [] as $index => $questionData) {
                \App\Models\PaperQuestion::create([
                    'paper_id' => $paperId,
                    'question_number' => $index + 1,
                    'question_text' => $questionData['question_text'] ?? '',
                    'question_type' => $questionData['question_type'] ?? 'choice',
                    'options' => json_encode($questionData['options'] ?? []),
                    'correct_answer' => $questionData['correct_answer'] ?? '',
                    'score' => $questionData['score'] ?? 1,
                ]);
            }

            \DB::commit();

        } catch (\Exception $e) {
            \DB::rollBack();
            \Log::error('保存分析结果失败: ' . $e->getMessage());
        }
    }

    /**
     * 查看记录详情 - 使用页面跳转
     */
    public function getViewRecordUrl(string $type, string $paperId, string $recordId, string $studentId): string
    {
        // 返回ExamAnalysis详情页面URL
        if (in_array($type, ['graded_paper', 'generated'])) {
            // 系统生成或已评分试卷，使用paperId
            return '/admin/exam-analysis?paperId=' . $paperId . '&studentId=' . $studentId;
        } elseif ($type === 'ocr_upload') {
            // OCR上传记录，也跳转到详情页
            return '/admin/exam-analysis?recordId=' . $recordId . '&studentId=' . $studentId;
        }
        return '#';
    }
}