fastadmin_tailored/application/common/model/BodyAiReport.php

<?php

namespace app\common\model;

use think\Model;

/**
 * AI身体测试报告模型
 */
class BodyAiReport extends Model
{
    // 表名
    protected $table = 'fa_body_ai_report';
    
    // 开启自动写入时间戳字段
    protected $autoWriteTimestamp = 'int';
    // 定义时间戳字段名
    protected $createTime = 'createtime';
    protected $updateTime = 'updatetime';
    protected $deleteTime = false;

    // 追加属性
    protected $append = [
        'report_type_text',
        'ai_analysis_data',
        'recommendations_data',
        'report_images_data',
        'generated_time_text',
        'health_level_text'
    ];

    /**
     * 关联身体档案
     */
    public function profile()
    {
        return $this->belongsTo('BodyProfile', 'profile_id', 'id', [], 'LEFT')->setEagerlyType(0);
    }

    /**
     * 获取报告类型文本
     */
    public function getReportTypeTextAttr($value, $data)
    {
        $typeMap = [
            'comprehensive' => '综合分析报告',
            'partial' => '局部分析报告',
            'comparison' => '对比分析报告'
        ];
        return isset($typeMap[$data['report_type']]) ? $typeMap[$data['report_type']] : '未知类型';
    }

    /**
     * 获取AI分析数据
     */
    public function getAiAnalysisDataAttr($value, $data)
    {
        return !empty($data['ai_analysis']) ? json_decode($data['ai_analysis'], true) : [];
    }

    /**
     * 设置AI分析数据
     */
    public function setAiAnalysisAttr($value)
    {
        return is_array($value) ? json_encode($value, JSON_UNESCAPED_UNICODE) : $value;
    }

    /**
     * 获取建议数据
     */
    public function getRecommendationsDataAttr($value, $data)
    {
        return !empty($data['recommendations']) ? json_decode($data['recommendations'], true) : [];
    }

    /**
     * 设置建议数据
     */
    public function setRecommendationsAttr($value)
    {
        return is_array($value) ? json_encode($value, JSON_UNESCAPED_UNICODE) : $value;
    }

    /**
     * 获取报告图片数据
     */
    public function getReportImagesDataAttr($value, $data)
    {
        return !empty($data['report_images']) ? json_decode($data['report_images'], true) : [];
    }

    /**
     * 设置报告图片数据
     */
    public function setReportImagesAttr($value)
    {
        return is_array($value) ? json_encode($value) : $value;
    }

    /**
     * 获取生成时间文本
     */
    public function getGeneratedTimeTextAttr($value, $data)
    {
        return $data['generated_time'] ? date('Y-m-d H:i:s', $data['generated_time']) : '';
    }

    /**
     * 获取健康等级文本
     */
    public function getHealthLevelTextAttr($value, $data)
    {
        $score = $data['health_score'];
        
        if ($score >= 90) {
            return '优秀';
        } elseif ($score >= 80) {
            return '良好';
        } elseif ($score >= 70) {
            return '一般';
        } elseif ($score >= 60) {
            return '较差';
        } else {
            return '差';
        }
    }

    /**
     * 生成AI分析报告
     */
    public static function generateReport($profileId, $reportType = 'comprehensive')
    {
        $profile = BodyProfile::with(['latestMeasurement', 'bodyTypeSelections.typeConfig'])->find($profileId);
        if (!$profile) {
            return false;
        }

        // 获取基础数据
        $measurements = $profile->latestMeasurement;
        $bodyTypes = $profile->bodyTypeSelections;

        // 生成AI分析结果
        $aiAnalysis = self::generateAiAnalysis($profile, $measurements, $bodyTypes);
        
        // 生成建议内容
        $recommendations = self::generateRecommendations($profile, $measurements, $aiAnalysis);
        
        // 计算健康评分
        $healthScore = self::calculateHealthScore($profile, $measurements);
        
        // 计算身体年龄
        $bodyAge = self::calculateBodyAge($profile, $measurements, $healthScore);

        // 创建报告记录
        $report = new self();
        $report->profile_id = $profileId;
        $report->report_type = $reportType;
        $report->ai_analysis = $aiAnalysis;
        $report->recommendations = $recommendations;
        $report->health_score = $healthScore;
        $report->body_age = $bodyAge;
        $report->generated_time = time();
        
        if ($report->save()) {
            return $report;
        }
        
        return false;
    }

    /**
     * 生成AI分析内容
     */
    private static function generateAiAnalysis($profile, $measurements, $bodyTypes)
    {
        $analysis = [
            'basic_info' => [
                'bmi' => $profile->calculateBMI(),
                'bmi_level' => $profile->getBMILevel(),
                'age' => $profile->age,
                'gender' => $profile->gender_text
            ],
            'body_composition' => [],
            'body_proportions' => [],
            'body_types' => [],
            'risk_assessment' => []
        ];

        // 身体成分分析
        if ($measurements) {
            $analysis['body_composition'] = [
                'muscle_mass_estimate' => self::estimateMuscleMass($profile, $measurements),
                'fat_percentage_estimate' => self::estimateFatPercentage($profile, $measurements),
                'bone_density_level' => self::estimateBoneDensity($profile->age, $profile->gender)
            ];

            // 身体比例分析
            $ratios = $measurements->calculateBodyRatios();
            $analysis['body_proportions'] = [
                'waist_hip_ratio' => $ratios['waist_hip_ratio'] ?? 0,
                'waist_hip_assessment' => self::assessWaistHipRatio($ratios['waist_hip_ratio'] ?? 0, $profile->gender),
                'symmetry_score' => self::calculateSymmetryScore($measurements)
            ];
        }

        // 体型分析
        $typeAnalysis = [];
        foreach ($bodyTypes as $selection) {
            $typeAnalysis[$selection->type_category] = [
                'selected_type' => $selection->typeConfig->type_name,
                'suitability' => self::assessTypeSuitability($selection, $measurements)
            ];
        }
        $analysis['body_types'] = $typeAnalysis;

        // 风险评估
        $analysis['risk_assessment'] = self::assessHealthRisks($profile, $measurements);

        return $analysis;
    }

    /**
     * 生成建议内容
     */
    private static function generateRecommendations($profile, $measurements, $analysis)
    {
        $recommendations = [
            'exercise' => [],
            'nutrition' => [],
            'lifestyle' => [],
            'clothing' => []
        ];

        // 运动建议
        $bmi = $profile->calculateBMI();
        if ($bmi < 18.5) {
            $recommendations['exercise'][] = '增加力量训练，促进肌肉增长';
            $recommendations['exercise'][] = '适量有氧运动，提高体能';
        } elseif ($bmi > 24) {
            $recommendations['exercise'][] = '增加有氧运动，控制体重';
            $recommendations['exercise'][] = '结合力量训练，提高代谢';
        } else {
            $recommendations['exercise'][] = '保持规律运动，维持现有状态';
        }

        // 营养建议
        if ($profile->age < 30) {
            $recommendations['nutrition'][] = '保证充足蛋白质摄入，支持肌肉发育';
        } elseif ($profile->age >= 50) {
            $recommendations['nutrition'][] = '增加钙质摄入，预防骨质疏松';
        }

        // 生活方式建议
        $recommendations['lifestyle'][] = '保持充足睡眠，每天7-8小时';
        $recommendations['lifestyle'][] = '减少久坐时间，每小时活动一次';

        // 服装搭配建议
        $waistHipRatio = $analysis['body_proportions']['waist_hip_ratio'] ?? 0;
        if ($waistHipRatio > 0.8 && $profile->gender == 2) {
            $recommendations['clothing'][] = 'A字裙装修饰腰臀比例';
            $recommendations['clothing'][] = '高腰设计拉长腿部线条';
        }

        return $recommendations;
    }

    /**
     * 计算健康评分
     */
    private static function calculateHealthScore($profile, $measurements)
    {
        $score = 0;
        $factors = 0;

        // BMI评分 (30分)
        $bmi = $profile->calculateBMI();
        if ($bmi >= 18.5 && $bmi < 24) {
            $score += 30;
        } elseif ($bmi >= 17 && $bmi < 28) {
            $score += 20;
        } else {
            $score += 10;
        }
        $factors++;

        // 腰臀比评分 (20分)
        if ($measurements && $measurements->waist > 0 && $measurements->hip > 0) {
            $whr = $measurements->waist / $measurements->hip;
            $idealWhr = $profile->gender == 1 ? 0.9 : 0.8;
            
            if (abs($whr - $idealWhr) <= 0.05) {
                $score += 20;
            } elseif (abs($whr - $idealWhr) <= 0.1) {
                $score += 15;
            } else {
                $score += 10;
            }
            $factors++;
        }

        // 年龄调整评分 (10分)
        if ($profile->age <= 30) {
            $score += 10;
        } elseif ($profile->age <= 50) {
            $score += 8;
        } else {
            $score += 6;
        }
        $factors++;

        return $factors > 0 ? round($score / $factors * 100 / 60, 1) : 0;
    }

    /**
     * 计算身体年龄
     */
    private static function calculateBodyAge($profile, $measurements, $healthScore)
    {
        $baseAge = $profile->age;
        
        // 根据健康评分调整
        if ($healthScore >= 90) {
            $adjustment = -5;
        } elseif ($healthScore >= 80) {
            $adjustment = -2;
        } elseif ($healthScore >= 70) {
            $adjustment = 0;
        } elseif ($healthScore >= 60) {
            $adjustment = 3;
        } else {
            $adjustment = 8;
        }

        // 根据BMI调整
        $bmi = $profile->calculateBMI();
        if ($bmi < 18.5 || $bmi > 28) {
            $adjustment += 2;
        }

        return max(18, min(80, $baseAge + $adjustment));
    }

    // 辅助方法
    private static function estimateMuscleMass($profile, $measurements)
    {
        // 简化的肌肉量估算
        return $profile->gender == 1 ? '中等' : '一般';
    }

    private static function estimateFatPercentage($profile, $measurements)
    {
        $bmi = $profile->calculateBMI();
        if ($bmi < 18.5) return '偏低';
        if ($bmi > 25) return '偏高';
        return '正常';
    }

    private static function estimateBoneDensity($age, $gender)
    {
        if ($age < 30) return '良好';
        if ($age > 50 && $gender == 2) return '需关注';
        return '一般';
    }

    private static function assessWaistHipRatio($ratio, $gender)
    {
        if ($ratio == 0) return '无法评估';
        
        $ideal = $gender == 1 ? 0.9 : 0.8;
        if (abs($ratio - $ideal) <= 0.05) return '理想';
        if ($ratio > $ideal + 0.1) return '偏高';
        return '一般';
    }

    private static function calculateSymmetryScore($measurements)
    {
        return mt_rand(75, 95); // 简化实现
    }

    private static function assessTypeSuitability($selection, $measurements)
    {
        return '适合'; // 简化实现
    }

    private static function assessHealthRisks($profile, $measurements)
    {
        $risks = [];
        
        $bmi = $profile->calculateBMI();
        if ($bmi > 28) {
            $risks[] = '肥胖相关疾病风险';
        }
        
        if ($profile->age > 50) {
            $risks[] = '骨质疏松风险';
        }

        return $risks;
    }
}