功能介绍

这是一个基于微信生态的宠物全生命周期健康管理系统,具备以下高级功能:

  • ​宠物身份识别​​:AI图像识别与微芯片绑定

  • ​健康档案​​:区块链存证的宠物健康档案

  • ​智能问诊​​:宠物症状分析与兽医建议

  • ​营养管理​​:个性化饮食推荐与食谱生成

  • ​行为分析​​:AI驱动的异常行为识别

  • ​社交网络​​:宠物社交与活动组织

  • ​智能设备​​:可穿戴设备数据整合

  • ​紧急救援​​:一键联系附近宠物医院

  • ​保险服务​​:宠物医疗保险智能推荐

系统架构

graph TB
    A[微信小程序] --> B[宠物档案]
    A --> C[健康监测]
    A --> D[社交网络]
    B --> E[身份识别]
    C --> F[健康分析]
    D --> G[社区互动]
    E --> H[区块链存证]
    F --> I[健康预警]
    G --> J[活动组织]
    H --> K[数据看板]
    I --> K
    J --> K
    B --> L[智能设备]
    C --> M[兽医服务]
    D --> N[保险服务]
    L --> O[实时数据]
    M --> P[在线问诊]
    N --> Q[保险推荐]
    O --> K
    P --> K
    Q --> K

核心代码实现

<?php
namespace App\PetCare;

use Symfony\Component\HttpFoundation\Request;
use Symfony\Component\HttpFoundation\Response;
use Symfony\Component\HttpFoundation\JsonResponse;
use Doctrine\ORM\EntityManagerInterface;
use Redis;
use Elasticsearch\Client;
use AMQPConnection;
use EasyWeChat\Factory;
use Firebase\JWT\JWT;
use Ramsey\Uuid\Uuid;
use Aws\S3\S3Client;
use OpenCV\Image;
use OpenCV\Face\FaceRecognizer;
use Phpml\Classification\MLPClassifier;
use Phpml\Regression\SVR;
use Phpml\Dataset\ArrayDataset;
use Web3\Web3;
use Web3\Contract;
use Web3\Providers\HttpProvider;
use Web3\RequestManagers\HttpRequestManager;

class SmartPetPlatform
{
    private $em;
    private $redis;
    private $esClient;
    private $wxApp;
    private $s3Client;
    private $cv;
    private $petRecognizer;
    private $mlModels;
    private $web3;
    
    public function __construct(
        EntityManagerInterface $entityManager,
        Redis $redis,
        Client $elasticsearch,
        $wechatApp,
        S3Client $s3Client
    ) {
        $this->em = $entityManager;
        $this->redis = $redis;
        $this->esClient = $elasticsearch;
        $this->wxApp = $wechatApp;
        $this->s3Client = $s3Client;
        
        // 初始化计算机视觉
        $this->initComputerVision();
        
        // 加载机器学习模型
        $this->loadMachineLearningModels();
        
        // 初始化区块链
        $this->web3 = new Web3(new HttpProvider(new HttpRequestManager('http://localhost:8545')));
    }
    
    private function initComputerVision()
    {
        $this->cv = new Image();
        $this->petRecognizer = new PetRecognizer();
    }
    
    private function loadMachineLearningModels()
    {
        // 健康预测模型
        $this->mlModels['health_predictor'] = new SVR(SVR::KERNEL_RBF);
        
        // 行为分析模型
        $this->mlModels['behavior_analyzer'] = new MLPClassifier(3, ['hidden' => [5]]);
        
        // 营养推荐模型
        $this->mlModels['nutrition_recommender'] = new SVR(SVR::KERNEL_LINEAR);
    }
    
    /**
     * 宠物身份识别
     */
    public function petIdentification(Request $request): JsonResponse
    {
        $data = json_decode($request->getContent(), true);
        $imageData = $data['image'];
        $ownerId = $data['owner_id'];
        
        // 处理图像
        $image = $this->processPetImage($imageData);
        
        // 提取特征
        $features = $this->extractPetFeatures($image);
        
        // 识别宠物
        $petIdentity = $this->recognizePet($features);
        
        // 绑定主人
        if ($petIdentity) {
            $this->bindOwner($petIdentity['id'], $ownerId);
        } else {
            // 新宠物注册
            $petIdentity = $this->registerNewPet($features, $ownerId);
        }
        
        // 区块链存证
        $txHash = $this->blockchainNotarization($petIdentity['id'], $features);
        
        return new JsonResponse([
            'pet_id' => $petIdentity['id'],
            'identity_data' => $petIdentity,
            'tx_hash' => $txHash,
            'recognition_score' => $petIdentity['confidence'],
            'processed_at' => date('Y-m-d H:i:s')
        ]);
    }
    
    private function recognizePet(array $features): ?array
    {
        // 查询宠物数据库
        $params = [
            'index' => 'pets',
            'body' => [
                'query' => [
                    'more_like_this' => [
                        'fields' => ['features'],
                        'like' => $features,
                        'min_term_freq' => 1,
                        'max_query_terms' => 12
                    ]
                ]
            ]
        ];
        
        $results = $this->esClient->search($params);
        
        if ($results['hits']['total']['value'] > 0) {
            $bestMatch = $results['hits']['hits'][0];
            return [
                'id' => $bestMatch['_id'],
                'name' => $bestMatch['_source']['name'],
                'type' => $bestMatch['_source']['type'],
                'breed' => $bestMatch['_source']['breed'],
                'confidence' => $bestMatch['_score']
            ];
        }
        
        return null;
    }
    
    /**
     * 宠物健康监测
     */
    public function petHealthMonitoring(Request $request): JsonResponse
    {
        $data = json_decode($request->getContent(), true);
        $petId = $data['pet_id'];
        $healthData = $data['health_data'];
        
        // 验证宠物
        $pet = $this->verifyPet($petId);
        if (!$pet) {
            return new JsonResponse(['error' => '宠物验证失败'], 401);
        }
        
        // 处理健康数据
        $processedData = $this->processHealthData($healthData);
        
        // 健康评估
        $healthAssessment = $this->assessHealth($petId, $processedData);
        
        // 异常检测
        $anomalies = $this->detectHealthAnomalies($processedData);
        
        // 保存记录
        $recordId = $this->saveHealthRecord(
            $petId,
            $processedData,
            $healthAssessment,
            $anomalies
        );
        
        // 区块链存证
        $txHash = $this->blockchainNotarization($petId, $processedData);
        
        // 预警通知
        if (!empty($anomalies)) {
            $this->sendHealthAlerts($pet['owner_id'], $anomalies);
        }
        
        return new JsonResponse([
            'record_id' => $recordId,
            'pet_id' => $petId,
            'health_assessment' => $healthAssessment,
            'health_score' => $this->calculateHealthScore($healthAssessment),
            'anomalies' => $anomalies,
            'tx_hash' => $txHash,
            'monitored_at' => date('Y-m-d H:i:s')
        ]);
    }
    
    private function assessHealth(string $petId, array $healthData): array
    {
        // 获取历史数据
        $history = $this->getHealthHistory($petId);
        
        // 提取特征
        $features = $this->extractHealthFeatures($healthData, $history);
        
        // 使用模型预测健康状态
        $healthStatus = $this->mlModels['health_predictor']->predict($features);
        
        // 生成评估报告
        return [
            'status' => $healthStatus > 0.7 ? 'excellent' : ($healthStatus > 0.4 ? 'good' : 'needs_attention'),
            'indicators' => $this->analyzeHealthIndicators($healthData),
            'trends' => $this->identifyHealthTrends($healthData, $history),
            'recommendations' => $this->generateHealthRecommendations($healthStatus, $features)
        ];
    }
    
    /**
     * 智能宠物问诊
     */
    public function intelligentPetConsultation(Request $request): JsonResponse
    {
        $data = json_decode($request->getContent(), true);
        $petId = $data['pet_id'];
        $symptoms = $data['symptoms'];
        $ownerObservations = $data['observations'] ?? '';
        
        // 验证宠物
        $pet = $this->verifyPet($petId);
        if (!$pet) {
            return new JsonResponse(['error' => '宠物验证失败'], 401);
        }
        
        // 获取宠物健康档案
        $healthProfile = $this->getPetHealthProfile($petId);
        
        // 症状分析
        $symptomAnalysis = $this->analyzeSymptoms($symptoms, $healthProfile);
        
        // 相似病例检索
        $similarCases = $this->findSimilarCases($symptomAnalysis);
        
        // 生成初步建议
        $preliminaryAdvice = $this->generatePreliminaryAdvice($symptomAnalysis, $similarCases);
        
        // 兽医匹配
        $vetRecommendations = $this->recommendVets($symptomAnalysis['urgency']);
        
        // 保存问诊记录
        $consultationId = $this->saveConsultationRecord(
            $petId,
            $symptoms,
            $symptomAnalysis,
            $preliminaryAdvice
        );
        
        return new JsonResponse([
            'consultation_id' => $consultationId,
            'pet_id' => $petId,
            'symptom_analysis' => $symptomAnalysis,
            'preliminary_advice' => $preliminaryAdvice,
            'vet_recommendations' => $vetRecommendations,
            'emergency_level' => $symptomAnalysis['urgency'],
            'consulted_at' => date('Y-m-d H:i:s')
        ]);
    }
    
    /**
     * 宠物营养管理
     */
    public function petNutritionManagement(Request $request): JsonResponse
    {
        $data = json_decode($request->getContent(), true);
        $petId = $data['pet_id'];
        $dietData = $data['diet_data'];
        $goals = $data['goals'] ?? [];
        
        // 验证宠物
        $pet = $this->verifyPet($petId);
        if (!$pet) {
            return new JsonResponse(['error' => '宠物验证失败'], 401);
        }
        
        // 分析当前饮食
        $dietAnalysis = $this->analyzeCurrentDiet($dietData);
        
        // 获取健康数据
        $healthData = $this->getPetHealthProfile($petId);
        
        // 生成营养建议
        $nutritionPlan = $this->generateNutritionPlan(
            $pet['type'],
            $pet['breed'],
            $healthData,
            $dietAnalysis,
            $goals
        );
        
        // 保存营养计划
        $planId = $this->saveNutritionPlan($petId, $nutritionPlan);
        
        return new JsonResponse([
            'plan_id' => $planId,
            'pet_id' => $petId,
            'nutrition_plan' => $nutritionPlan,
            'shopping_list' => $this->generateShoppingList($nutritionPlan),
            'meal_schedule' => $this->generateMealSchedule($nutritionPlan),
            'generated_at' => date('Y-m-d H:i:s')
        ]);
    }
    
    /**
     * 宠物行为分析
     */
    public function petBehaviorAnalysis(Request $request): JsonResponse
    {
        $data = json_decode($request->getContent(), true);
        $petId = $data['pet_id'];
        $behaviorData = $data['behavior_data'];
        
        // 验证宠物
        $pet = $this->verifyPet($petId);
        if (!$pet) {
            return new JsonResponse(['error' => '宠物验证失败'], 401);
        }
        
        // 处理行为数据
        $processedData = $this->processBehaviorData($behaviorData);
        
        // 行为模式识别
        $behaviorPatterns = $this->identifyBehaviorPatterns($processedData);
        
        // 异常行为检测
        $abnormalBehaviors = $this->detectAbnormalBehaviors($behaviorPatterns);
        
        // 生成训练建议
        $trainingSuggestions = $this->generateTrainingSuggestions($abnormalBehaviors);
        
        // 保存分析结果
        $analysisId = $this->saveBehaviorAnalysis(
            $petId,
            $behaviorPatterns,
            $abnormalBehaviors,
            $trainingSuggestions
        );
        
        return new JsonResponse([
            'analysis_id' => $analysisId,
            'pet_id' => $petId,
            'behavior_patterns' => $behaviorPatterns,
            'abnormal_behaviors' => $abnormalBehaviors,
            'training_suggestions' => $trainingSuggestions,
            'behavior_score' => $this->calculateBehaviorScore($behaviorPatterns),
            'analyzed_at' => date('Y-m-d H:i:s')
        ]);
    }
    
    /**
     * 宠物社交网络
     */
    public function petSocialNetwork(Request $request): JsonResponse
    {
        $data = json_decode($request->getContent(), true);
        $action = $data['action'];
        $petId = $data['pet_id'];
        $content = $data['content'] ?? null;
        
        switch ($action) {
            case 'create_post':
                $result = $this->createPetPost($petId, $content);
                break;
            case 'find_friends':
                $result = $this->findPetFriends($petId);
                break;
            case 'join_event':
                $result = $this->joinPetEvent($petId, $content);
                break;
            default:
                return new JsonResponse(['error' => '无效操作'], 400);
        }
        
        return new JsonResponse([
            'action' => $action,
            'result' => $result,
            'social_points' => $this->calculateSocialPoints($petId),
            'processed_at' => date('Y-m-d H:i:s')
        ]);
    }
    
    /**
     * 宠物智能设备
     */
    public function petSmartDevices(Request $request): JsonResponse
    {
        $data = json_decode($request->getContent(), true);
        $deviceId = $data['device_id'];
        $petId = $data['pet_id'];
        $deviceData = $data['device_data'];
        
        // 验证设备
        $device = $this->verifyDevice($deviceId);
        if (!$device) {
            return new JsonResponse(['error' => '设备验证失败'], 401);
        }
        
        // 验证宠物
        $pet = $this->verifyPet($petId);
        if (!$pet) {
            return new JsonResponse(['error' => '宠物验证失败'], 401);
        }
        
        // 处理设备数据
        $processedData = $this->processDeviceData($device['type'], $deviceData);
        
        // 保存设备数据
        $recordId = $this->saveDeviceData(
            $deviceId,
            $petId,
            $processedData
        );
        
        // 触发相关服务
        $services = [];
        if ($device['type'] === 'activity_tracker') {
            $services['activity_analysis'] = $this->analyzePetActivity($petId, $processedData);
        } elseif ($device['type'] === 'smart_feeder') {
            $services['diet_adjustment'] = $this->adjustDietPlan($petId, $processedData);
        }
        
        return new JsonResponse([
            'device_id' => $deviceId,
            'pet_id' => $petId,
            'record_id' => $recordId,
            'processed_data' => $processedData,
            'related_services' => $services,
            'recorded_at' => date('Y-m-d H:i:s')
        ]);
    }
    
    /**
     * 宠物紧急救援
     */
    public function petEmergencyRescue(Request $request): JsonResponse
    {
        $data = json_decode($request->getContent(), true);
        $petId = $data['pet_id'];
        $emergencyType = $data['emergency_type'];
        $location = $data['location'];
        
        // 验证宠物
        $pet = $this->verifyPet($petId);
        if (!$pet) {
            return new JsonResponse(['error' => '宠物验证失败'], 401);
        }
        
        // 获取宠物医疗档案
        $medicalProfile = $this->getPetMedicalProfile($petId);
        
        // 查找附近医院
        $nearbyHospitals = $this->findNearbyHospitals(
            $location,
            $emergencyType,
            $pet['type']
        );
        
        // 通知医院
        $notifications = [];
        foreach ($nearbyHospitals as $hospital) {
            $notifications[$hospital['id']] = $this->sendEmergencyAlert(
                $hospital,
                $pet,
                $emergencyType,
                $location
            );
        }
        
        // 通知主人
        $ownerNotification = $this->notifyOwner(
            $pet['owner_id'],
            $emergencyType,
            $nearbyHospitals
        );
        
        // 保存紧急记录
        $emergencyId = $this->saveEmergencyRecord(
            $petId,
            $emergencyType,
            $location,
            $nearbyHospitals
        );
        
        return new JsonResponse([
            'emergency_id' => $emergencyId,
            'pet_id' => $petId,
            'emergency_type' => $emergencyType,
            'nearby_hospitals' => $nearbyHospitals,
            'notifications' => $notifications,
            'owner_notified' => $ownerNotification,
            'initiated_at' => date('Y-m-d H:i:s')
        ]);
    }
    
    /**
     * 宠物保险服务
     */
    public function petInsuranceService(Request $request): JsonResponse
    {
        $data = json_decode($request->getContent(), true);
        $petId = $data['pet_id'];
        $serviceType = $data['service_type'];
        $additionalData = $data['additional_data'] ?? [];
        
        // 验证宠物
        $pet = $this->verifyPet($petId);
        if (!$pet) {
            return new JsonResponse(['error' => '宠物验证失败'], 401);
        }
        
        // 获取宠物健康档案
        $healthProfile = $this->getPetHealthProfile($petId);
        
        switch ($serviceType) {
            case 'insurance_recommendation':
                $result = $this->recommendInsurance($pet, $healthProfile);
                break;
            case 'claim_assistance':
                $result = $this->assistClaim($petId, $additionalData);
                break;
            case 'coverage_check':
                $result = $this->checkCoverage($petId, $additionalData);
                break;
            default:
                return new JsonResponse(['error' => '无效服务类型'], 400);
        }
        
        return new JsonResponse([
            'service_type' => $serviceType,
            'pet_id' => $petId,
            'result' => $result,
            'processed_at' => date('Y-m-d H:i:s')
        ]);
    }
    
    // 私有辅助方法...
    
    private function verifyPet(string $petId): ?array
    {
        // 实现宠物验证逻辑
        return [
            'id' => $petId,
            'name' => '宠物名称',
            'type' => 'dog',
            'breed' => 'golden_retriever',
            'owner_id' => 'owner_123',
            'birth_date' => '2020-01-01'
        ];
    }
    
    private function blockchainNotarization(string $petId, array $data): string
    {
        // 区块链存证
        $contract = new Contract(
            $this->web3->provider,
            file_get_contents('contracts/PetHealth.json')
        );
        
        $txData = $contract->at(env('BLOCKCHAIN_CONTRACT'))
            ->send('recordHealthData', $petId, json_encode($data), [
                'from' => env('BLOCKCHAIN_ACCOUNT'),
                'gas' => 300000
            ]);
        
        return $txData;
    }
    
    private function generatePetQrCode(string $petId): string
    {
        // 生成宠物二维码
        $url = env('APP_URL').'/pet/'.$petId;
        $qrCode = new QrCode($url);
        $image = (new ImageManager())->make($qrCode->writeString());
        
        $path = 'pet_qr/'.$petId.'.png';
        $this->s3Client->putObject([
            'Bucket' => env('AWS_BUCKET'),
            'Key' => $path,
            'Body' => $image->encode(),
            'ACL' => 'public-read'
        ]);
        
        return env('AWS_CLOUD_FRONT').'/'.$path;
    }
}

// 路由配置
$routes = [
    'pet_identification' => [
        'path' => '/api/pet/id',
        'controller' => [SmartPetPlatform::class, 'petIdentification'],
        'methods' => ['POST']
    ],
    'health_monitoring' => [
        'path' => '/api/pet/health',
        'controller' => [SmartPetPlatform::class, 'petHealthMonitoring'],
        'methods' => ['POST']
    ],
    'pet_consultation' => [
        'path' => '/api/pet/consult',
        'controller' => [SmartPetPlatform::class, 'intelligentPetConsultation'],
        'methods' => ['POST']
    ]
];

// 应用内核
class PetKernel
{
    public function handle(Request $request): Response
    {
        $path = $request->getPathInfo();
        $method = $request->getMethod();
        
        foreach ($routes as $route) {
            if ($route['path'] === $path && in_array($method, $route['methods'])) {
                $controller = new $route['controller'][0](
                    $entityManager,
                    $redis,
                    $elasticsearch,
                    $wechatApp,
                    $s3Client
                );
                return $controller->{$route['controller'][1]}($request);
            }
        }
        
        return new JsonResponse(['error' => 'Not Found'], 404);
    }
}

使用说明

1. 环境准备

# 安装PHP依赖
composer require symfony/http-foundation doctrine/orm predis/predis
composer require elasticsearch/elasticsearch easywechat-composer/easywechat-composer
composer require firebase/php-jwt ramsey/uuid aws/aws-sdk-php
composer require endroid/qr-code intervention/image web3/web3
composer require php-ai/php-ml opencv/opencv

# 启动支持服务
docker run -d -p 3306:3306 mysql
docker run -d -p 6379:6379 redis
docker run -d -p 9200:9200 elasticsearch
docker run -d -p 8545:8545 ethereum/client-go
docker run -d -p 9000:9000 minio/minio

2. 数据库初始化

CREATE DATABASE pet_db CHARACTER SET utf8mb4 COLLATE utf8mb4_unicode_ci;

CREATE TABLE pets (
    id VARCHAR(36) PRIMARY KEY,
    owner_id VARCHAR(36) NOT NULL,
    name VARCHAR(100) NOT NULL,
    type ENUM('dog', 'cat', 'bird', 'other') NOT NULL,
    breed VARCHAR(100),
    birth_date DATE,
    chip_id VARCHAR(100) UNIQUE,
    created_at DATETIME NOT NULL
);

CREATE TABLE pet_health (
    id VARCHAR(36) PRIMARY KEY,
    pet_id VARCHAR(36) NOT NULL,
    health_data JSON NOT NULL,
    analysis_results JSON NOT NULL,
    recorded_at DATETIME NOT NULL,
    FOREIGN KEY (pet_id) REFERENCES pets(id)
);

CREATE TABLE pet_devices (
    id VARCHAR(36) PRIMARY KEY,
    pet_id VARCHAR(36) NOT NULL,
    type VARCHAR(50) NOT NULL,
    mac_address VARCHAR(17) UNIQUE,
    registered_at DATETIME NOT NULL,
    FOREIGN KEY (pet_id) REFERENCES pets(id)
);

3. 配置系统

创建.env.pet文件:

# 数据库配置
DB_HOST=localhost
DB_NAME=pet_db
DB_USER=pet_admin
DB_PASSWORD=secure_password_123

# Redis配置
REDIS_HOST=redis
REDIS_PORT=6379
REDIS_PASSWORD=redis_password

# 微信配置
WECHAT_APPID=wx_pet_appid
WECHAT_SECRET=wx_pet_secret
WECHAT_TOKEN=pet_token

# 区块链配置
BLOCKCHAIN_PROVIDER=http://localhost:8545
BLOCKCHAIN_CONTRACT=0xYourContractAddress
BLOCKCHAIN_ACCOUNT=0xYourAccountAddress

# 文件存储
AWS_BUCKET=pet-resources
AWS_REGION=us-east-1
AWS_CLOUD_FRONT=https://your.cloudfront.net

# OpenCV配置
OPENCV_DATA_DIR=/usr/share/opencv

4. 启动系统

# 启动PHP开发服务器
php -S 0.0.0.0:8080 -t public/

# 启动队列处理器
php bin/console messenger:consume async -vv

# 启动定时任务
php bin/console schedule:run

功能扩展建议

  1. ​宠物基因检测​​:整合基因检测数据提供个性化建议

  2. ​AR训练指导​​:增强现实的宠物训练指导系统

  3. ​宠物情绪识别​​:通过图像识别分析宠物情绪状态

  4. ​智能宠物用品​​:连接智能宠物床、喂食器等IoT设备

  5. ​宠物旅游服务​​:宠物友好场所推荐与旅行规划

适用场景

✅ 宠物主人健康管理

✅ 宠物医院诊疗服务

✅ 宠物店会员服务

✅ 宠物保险公司

✅ 宠物社区运营

这个系统整合了:

  • 微信生态无缝连接

  • AI宠物身份识别

  • 区块链健康档案

  • 智能健康预警

  • 兽医在线服务

  • 社交化养宠

  • 智能设备集成

  • 紧急救援网络

  • 保险金融服务

适合宠物医院、宠物店、宠物社区和宠物服务提供商使用。

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