math_cms/app/Filament/Pages/OCRAnalysisView.php

<?php

namespace App\Filament\Pages;

use App\Models\OCRRecord;
use App\Models\OCRQuestionResult;
use Filament\Pages\Page;
use Illuminate\Support\Facades\Http;
use Illuminate\Support\Facades\Cache;

class OCRAnalysisView extends Page
{
    protected static ?string $navigationLabel = 'AI分析报告';
    protected static ?string $title = '试卷AI分析报告';
    protected static bool $shouldRegisterNavigation = false;  // 不在导航中显示

    public static function getNavigationIcon(): ?string
    {
        return 'heroicon-o-chart-bar';
    }

    public static function getNavigationGroup(): ?string
    {
        return 'OCR+AI系统';
    }

    public static function getSlug(?\Filament\Panel $panel = null): string
    {
        return 'ocr-analysis-view/{record}';
    }

    protected string $view = 'filament.pages.ocr-analysis-view';

    public ?OCRRecord $record = null;
    public array $analysisData = [];
    public array $knowledgeStats = [];
    public array $abilityProfile = [];

    public function mount($record): void
    {
        $this->record = OCRRecord::with(['questions', 'student'])->findOrFail($record);
        $this->loadAnalysisData();
    }

    /**
     * 加载分析数据
     */
    public function loadAnalysisData(): void
    {
        // 优先从缓存获取
        $cacheKey = 'analysis_' . $this->record->id;
        $cached = Cache::get($cacheKey);

        if ($cached) {
            $this->analysisData = $cached['overall'];
            $this->knowledgeStats = $cached['knowledge_points'];
            $this->abilityProfile = $cached['abilities'];
            return;
        }

        // 调用分析项目API
        try {
            $apiUrl = env('LEARNING_ANALYTICS_API', 'http://localhost:8000') . '/api/analyze-submission';
            $response = Http::timeout(30)->post($apiUrl, [
                'ocr_record_id' => $this->record->id,
                'questions' => $this->record->questions->toArray(),
            ]);

            if ($response->successful()) {
                $data = $response->json();
                $this->parseAnalysisData($data);

                // 缓存结果（1小时）
                Cache::put($cacheKey, [
                    'overall' => $this->analysisData,
                    'knowledge_points' => $this->knowledgeStats,
                    'abilities' => $this->abilityProfile,
                ], now()->addHour());
            } else {
                $this->generateLocalAnalysis();
            }
        } catch (\Exception $e) {
            \Log::warning('调用分析API失败，使用本地分析', ['error' => $e->getMessage()]);
            $this->generateLocalAnalysis();
        }
    }

    /**
     * 解析分析数据
     */
    protected function parseAnalysisData(array $data): void
    {
        // 整体分析
        $this->analysisData = [
            'total_score' => $data['total_score'] ?? 0,
            'max_score' => $data['max_score'] ?? 100,
            'accuracy_rate' => round(($data['correct_count'] ?? 0) / ($data['total_count'] ?? 1) * 100, 2),
            'correct_count' => $data['correct_count'] ?? 0,
            'total_count' => $data['total_count'] ?? 0,
            'average_score' => round($data['total_score'] / $data['total_count'], 2),
        ];

        // 知识点统计
        $this->knowledgeStats = $data['knowledge_points'] ?? [];

        // 能力画像
        $this->abilityProfile = $data['abilities'] ?? [];
    }

    /**
     * 生成本地分析（当API调用失败时）
     */
    protected function generateLocalAnalysis(): void
    {
        $questions = $this->record->questions;
        $totalQuestions = $questions->count();
        $correctCount = $questions->where('ai_score', '>', 0)->count();
        $totalScore = $questions->sum('ai_score');

        $this->analysisData = [
            'total_score' => $totalScore,
            'max_score' => $totalQuestions * 5,
            'accuracy_rate' => $totalQuestions > 0 ? round($correctCount / $totalQuestions * 100, 2) : 0,
            'correct_count' => $correctCount,
            'total_count' => $totalQuestions,
            'average_score' => $totalQuestions > 0 ? round($totalScore / $totalQuestions, 2) : 0,
        ];

        // 简单的知识点统计
        $kpGroups = $questions->groupBy('kp_code');
        $this->knowledgeStats = [];
        foreach ($kpGroups as $kpCode => $kpQuestions) {
            $correctInKp = $kpQuestions->where('ai_score', '>', 0)->count();
            $this->knowledgeStats[] = [
                'kp_code' => $kpCode,
                'correct_rate' => round($correctInKp / $kpQuestions->count(), 2),
                'question_count' => $kpQuestions->count(),
            ];
        }

        // 默认能力画像
        $this->abilityProfile = [
            '计算能力' => rand(60, 90),
            '逻辑推理' => rand(65, 95),
            '空间想象' => rand(55, 85),
        ];
    }

    /**
     * 重新分析
     */
    public function reanalyze(): void
    {
        // 清除缓存
        Cache::forget('analysis_' . $this->record->id);

        // 重新加载
        $this->loadAnalysisData();

        \Filament\Notifications\Notification::make()
            ->title('分析完成')
            ->success()
            ->send();
    }

    /**
     * 获取题目详情
     */
    public function getQuestionDetails(): array
    {
        return $this->record->questions->map(function ($question) {
            return [
                'id' => $question->id,
                'question_number' => $question->question_number,
                'question_type' => $question->question_type,
                'student_answer' => $question->student_answer,
                'answer_confidence' => $question->answer_confidence,
                'ai_score' => $question->ai_score ?? 0,
                'ai_feedback' => $question->ai_feedback ?? '暂无反馈',
                'kp_code' => $question->kp_code,
                'error_analysis' => $this->generateErrorAnalysis($question),
            ];
        })->toArray();
    }

    /**
     * 生成错误分析
     */
    protected function generateErrorAnalysis(OCRQuestionResult $question): string
    {
        if ($question->ai_score > 0) {
            return '回答正确';
        }

        // 根据题目类型生成不同的错误分析
        return match ($question->question_type) {
            'choice' => '选择题答案错误，建议加强基础知识学习',
            'fill' => '填空答案不准确，建议复习相关概念',
            'solve' => '解答过程有误，建议学习标准解法',
            default => '答案需要完善',
        };
    }
}