515 lines
15 KiB
Go
515 lines
15 KiB
Go
package ocr
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import (
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"context"
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"encoding/base64"
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"encoding/json"
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"fmt"
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"io"
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"net/http"
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"net/url"
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"strings"
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"time"
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"go.uber.org/zap"
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"tyapi-server/internal/application/certification/dto/responses"
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)
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// BaiduOCRService 百度OCR服务
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type BaiduOCRService struct {
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apiKey string
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secretKey string
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endpoint string
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timeout time.Duration
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logger *zap.Logger
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}
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// NewBaiduOCRService 创建百度OCR服务
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func NewBaiduOCRService(apiKey, secretKey string, logger *zap.Logger) *BaiduOCRService {
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return &BaiduOCRService{
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apiKey: apiKey,
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secretKey: secretKey,
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endpoint: "https://aip.baidubce.com",
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timeout: 30 * time.Second,
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logger: logger,
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}
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}
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// RecognizeBusinessLicense 识别营业执照
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func (s *BaiduOCRService) RecognizeBusinessLicense(ctx context.Context, imageBytes []byte) (*responses.BusinessLicenseResult, error) {
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s.logger.Info("开始识别营业执照", zap.Int("image_size", len(imageBytes)))
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// 获取访问令牌
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accessToken, err := s.getAccessToken(ctx)
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if err != nil {
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return nil, fmt.Errorf("获取访问令牌失败: %w", err)
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}
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// 将图片转换为base64并进行URL编码
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imageBase64 := base64.StdEncoding.EncodeToString(imageBytes)
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imageBase64UrlEncoded := url.QueryEscape(imageBase64)
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// 构建请求URL（只包含access_token）
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apiURL := fmt.Sprintf("%s/rest/2.0/ocr/v1/business_license?access_token=%s", s.endpoint, accessToken)
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// 构建POST请求体
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payload := strings.NewReader(fmt.Sprintf("image=%s", imageBase64UrlEncoded))
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resp, err := s.sendRequest(ctx, "POST", apiURL, payload)
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if err != nil {
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return nil, fmt.Errorf("营业执照识别请求失败: %w", err)
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}
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// 解析响应
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var result map[string]interface{}
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if err := json.Unmarshal(resp, &result); err != nil {
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return nil, fmt.Errorf("解析响应失败: %w", err)
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}
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// 检查错误
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if errCode, ok := result["error_code"].(float64); ok && errCode != 0 {
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errorMsg := result["error_msg"].(string)
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return nil, fmt.Errorf("OCR识别失败: %s", errorMsg)
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}
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// 解析识别结果
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licenseResult := s.parseBusinessLicenseResult(result)
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s.logger.Info("营业执照识别成功",
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zap.String("company_name", licenseResult.CompanyName),
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zap.String("legal_representative", licenseResult.LegalPersonName),
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zap.String("registered_capital", licenseResult.RegisteredCapital),
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)
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return licenseResult, nil
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}
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// RecognizeIDCard 识别身份证
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func (s *BaiduOCRService) RecognizeIDCard(ctx context.Context, imageBytes []byte, side string) (*responses.IDCardResult, error) {
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s.logger.Info("开始识别身份证", zap.String("side", side), zap.Int("image_size", len(imageBytes)))
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// 获取访问令牌
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accessToken, err := s.getAccessToken(ctx)
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if err != nil {
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return nil, fmt.Errorf("获取访问令牌失败: %w", err)
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}
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// 将图片转换为base64并进行URL编码
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imageBase64 := base64.StdEncoding.EncodeToString(imageBytes)
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imageBase64UrlEncoded := url.QueryEscape(imageBase64)
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// 构建请求URL（只包含access_token）
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apiURL := fmt.Sprintf("%s/rest/2.0/ocr/v1/idcard?access_token=%s", s.endpoint, accessToken)
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// 构建POST请求体
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payload := strings.NewReader(fmt.Sprintf("image=%s&side=%s", imageBase64UrlEncoded, side))
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resp, err := s.sendRequest(ctx, "POST", apiURL, payload)
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if err != nil {
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return nil, fmt.Errorf("身份证识别请求失败: %w", err)
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}
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// 解析响应
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var result map[string]interface{}
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if err := json.Unmarshal(resp, &result); err != nil {
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return nil, fmt.Errorf("解析响应失败: %w", err)
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}
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// 检查错误
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if errCode, ok := result["error_code"].(float64); ok && errCode != 0 {
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errorMsg := result["error_msg"].(string)
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return nil, fmt.Errorf("OCR识别失败: %s", errorMsg)
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}
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// 解析识别结果
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idCardResult := s.parseIDCardResult(result, side)
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s.logger.Info("身份证识别成功",
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zap.String("name", idCardResult.Name),
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zap.String("id_number", idCardResult.IDCardNumber),
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zap.String("side", side),
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)
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return idCardResult, nil
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}
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// RecognizeGeneralText 通用文字识别
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func (s *BaiduOCRService) RecognizeGeneralText(ctx context.Context, imageBytes []byte) (*responses.GeneralTextResult, error) {
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s.logger.Info("开始通用文字识别", zap.Int("image_size", len(imageBytes)))
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// 获取访问令牌
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accessToken, err := s.getAccessToken(ctx)
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if err != nil {
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return nil, fmt.Errorf("获取访问令牌失败: %w", err)
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}
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// 将图片转换为base64并进行URL编码
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imageBase64 := base64.StdEncoding.EncodeToString(imageBytes)
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imageBase64UrlEncoded := url.QueryEscape(imageBase64)
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// 构建请求URL（只包含access_token）
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apiURL := fmt.Sprintf("%s/rest/2.0/ocr/v1/general_basic?access_token=%s", s.endpoint, accessToken)
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// 构建POST请求体
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payload := strings.NewReader(fmt.Sprintf("image=%s", imageBase64UrlEncoded))
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resp, err := s.sendRequest(ctx, "POST", apiURL, payload)
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if err != nil {
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return nil, fmt.Errorf("通用文字识别请求失败: %w", err)
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}
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// 解析响应
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var result map[string]interface{}
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if err := json.Unmarshal(resp, &result); err != nil {
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return nil, fmt.Errorf("解析响应失败: %w", err)
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}
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// 检查错误
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if errCode, ok := result["error_code"].(float64); ok && errCode != 0 {
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errorMsg := result["error_msg"].(string)
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return nil, fmt.Errorf("OCR识别失败: %s", errorMsg)
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}
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// 解析识别结果
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textResult := s.parseGeneralTextResult(result)
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s.logger.Info("通用文字识别成功",
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zap.Int("word_count", len(textResult.Words)),
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zap.Float64("confidence", textResult.Confidence),
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)
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return textResult, nil
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}
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// RecognizeFromURL 从URL识别图片
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func (s *BaiduOCRService) RecognizeFromURL(ctx context.Context, imageURL string, ocrType string) (interface{}, error) {
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s.logger.Info("从URL识别图片", zap.String("url", imageURL), zap.String("type", ocrType))
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// 下载图片
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imageBytes, err := s.downloadImage(ctx, imageURL)
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if err != nil {
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s.logger.Error("下载图片失败", zap.Error(err))
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return nil, fmt.Errorf("下载图片失败: %w", err)
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}
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// 根据类型调用相应的识别方法
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switch ocrType {
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case "business_license":
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return s.RecognizeBusinessLicense(ctx, imageBytes)
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case "idcard_front":
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return s.RecognizeIDCard(ctx, imageBytes, "front")
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case "idcard_back":
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return s.RecognizeIDCard(ctx, imageBytes, "back")
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case "general_text":
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return s.RecognizeGeneralText(ctx, imageBytes)
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default:
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return nil, fmt.Errorf("不支持的OCR类型: %s", ocrType)
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}
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}
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// getAccessToken 获取百度API访问令牌
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func (s *BaiduOCRService) getAccessToken(ctx context.Context) (string, error) {
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// 构建获取访问令牌的URL
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tokenURL := fmt.Sprintf("%s/oauth/2.0/token?grant_type=client_credentials&client_id=%s&client_secret=%s",
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s.endpoint, s.apiKey, s.secretKey)
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// 发送请求
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resp, err := s.sendRequest(ctx, "POST", tokenURL, nil)
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if err != nil {
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return "", fmt.Errorf("获取访问令牌请求失败: %w", err)
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}
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// 解析响应
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var result map[string]interface{}
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if err := json.Unmarshal(resp, &result); err != nil {
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return "", fmt.Errorf("解析访问令牌响应失败: %w", err)
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}
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// 检查错误
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if errCode, ok := result["error"].(string); ok && errCode != "" {
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errorDesc := result["error_description"].(string)
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return "", fmt.Errorf("获取访问令牌失败: %s - %s", errCode, errorDesc)
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}
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// 提取访问令牌
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accessToken, ok := result["access_token"].(string)
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if !ok {
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return "", fmt.Errorf("响应中未找到访问令牌")
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}
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return accessToken, nil
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}
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// sendRequest 发送HTTP请求
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func (s *BaiduOCRService) sendRequest(ctx context.Context, method, url string, body io.Reader) ([]byte, error) {
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// 创建HTTP客户端
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client := &http.Client{
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Timeout: s.timeout,
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}
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// 创建请求
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req, err := http.NewRequestWithContext(ctx, method, url, body)
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if err != nil {
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return nil, fmt.Errorf("创建请求失败: %w", err)
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}
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// 设置请求头
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req.Header.Set("Content-Type", "application/x-www-form-urlencoded")
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req.Header.Set("User-Agent", "tyapi-server/1.0")
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// 发送请求
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resp, err := client.Do(req)
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if err != nil {
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return nil, fmt.Errorf("发送请求失败: %w", err)
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}
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defer resp.Body.Close()
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// 检查响应状态
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if resp.StatusCode != http.StatusOK {
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return nil, fmt.Errorf("请求失败，状态码: %d", resp.StatusCode)
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}
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// 读取响应内容
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responseBody, err := io.ReadAll(resp.Body)
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if err != nil {
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return nil, fmt.Errorf("读取响应内容失败: %w", err)
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}
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return responseBody, nil
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}
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// parseBusinessLicenseResult 解析营业执照识别结果
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func (s *BaiduOCRService) parseBusinessLicenseResult(result map[string]interface{}) *responses.BusinessLicenseResult {
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wordsResult := result["words_result"].(map[string]interface{})
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// 提取企业信息
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companyName := ""
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if companyNameObj, ok := wordsResult["单位名称"].(map[string]interface{}); ok {
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companyName = companyNameObj["words"].(string)
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}
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unifiedSocialCode := ""
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if socialCreditCodeObj, ok := wordsResult["社会信用代码"].(map[string]interface{}); ok {
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unifiedSocialCode = socialCreditCodeObj["words"].(string)
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}
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legalPersonName := ""
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if legalPersonObj, ok := wordsResult["法人"].(map[string]interface{}); ok {
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legalPersonName = legalPersonObj["words"].(string)
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}
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// 提取注册资本等其他信息
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registeredCapital := ""
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if registeredCapitalObj, ok := wordsResult["注册资本"].(map[string]interface{}); ok {
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registeredCapital = registeredCapitalObj["words"].(string)
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}
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// 提取企业地址
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address := ""
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if addressObj, ok := wordsResult["地址"].(map[string]interface{}); ok {
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address = addressObj["words"].(string)
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}
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// 计算置信度（这里简化处理，实际应该从OCR结果中获取）
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confidence := 0.9 // 默认置信度
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return &responses.BusinessLicenseResult{
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CompanyName: companyName,
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UnifiedSocialCode: unifiedSocialCode,
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LegalPersonName: legalPersonName,
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LegalPersonID: "", // 营业执照上没有法人身份证号
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RegisteredCapital: registeredCapital,
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Address: address,
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Confidence: confidence,
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ProcessedAt: time.Now(),
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}
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}
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// parseIDCardResult 解析身份证识别结果
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func (s *BaiduOCRService) parseIDCardResult(result map[string]interface{}, side string) *responses.IDCardResult {
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wordsResult := result["words_result"].(map[string]interface{})
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idCardResult := &responses.IDCardResult{
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Side: side,
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Confidence: s.extractConfidence(result),
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}
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if side == "front" {
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if name, ok := wordsResult["姓名"]; ok {
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if word, ok := name.(map[string]interface{}); ok {
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idCardResult.Name = word["words"].(string)
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}
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}
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if gender, ok := wordsResult["性别"]; ok {
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if word, ok := gender.(map[string]interface{}); ok {
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idCardResult.Gender = word["words"].(string)
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}
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}
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if nation, ok := wordsResult["民族"]; ok {
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if word, ok := nation.(map[string]interface{}); ok {
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idCardResult.Nation = word["words"].(string)
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}
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}
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if birthday, ok := wordsResult["出生"]; ok {
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if word, ok := birthday.(map[string]interface{}); ok {
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idCardResult.Birthday = word["words"].(string)
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}
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}
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if address, ok := wordsResult["住址"]; ok {
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if word, ok := address.(map[string]interface{}); ok {
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idCardResult.Address = word["words"].(string)
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}
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}
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if idNumber, ok := wordsResult["公民身份号码"]; ok {
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if word, ok := idNumber.(map[string]interface{}); ok {
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idCardResult.IDCardNumber = word["words"].(string)
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}
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}
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} else {
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if issuingAgency, ok := wordsResult["签发机关"]; ok {
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if word, ok := issuingAgency.(map[string]interface{}); ok {
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idCardResult.IssuingAgency = word["words"].(string)
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}
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}
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if validPeriod, ok := wordsResult["有效期限"]; ok {
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if word, ok := validPeriod.(map[string]interface{}); ok {
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idCardResult.ValidPeriod = word["words"].(string)
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}
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}
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}
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return idCardResult
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}
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// parseGeneralTextResult 解析通用文字识别结果
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func (s *BaiduOCRService) parseGeneralTextResult(result map[string]interface{}) *responses.GeneralTextResult {
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wordsResult := result["words_result"].([]interface{})
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textResult := &responses.GeneralTextResult{
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Confidence: s.extractConfidence(result),
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Words: make([]responses.TextLine, 0, len(wordsResult)),
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}
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for _, word := range wordsResult {
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if wordMap, ok := word.(map[string]interface{}); ok {
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line := responses.TextLine{
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Text: wordMap["words"].(string),
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Confidence: 1.0, // 百度返回的通用文字识别没有单独置信度
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}
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textResult.Words = append(textResult.Words, line)
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}
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}
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return textResult
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}
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// extractConfidence 提取置信度
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func (s *BaiduOCRService) extractConfidence(result map[string]interface{}) float64 {
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if confidence, ok := result["confidence"].(float64); ok {
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return confidence
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}
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return 0.0
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}
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// extractWords 提取识别的文字
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func (s *BaiduOCRService) extractWords(result map[string]interface{}) []string {
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words := make([]string, 0)
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if wordsResult, ok := result["words_result"]; ok {
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switch v := wordsResult.(type) {
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case map[string]interface{}:
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// 营业执照等结构化文档
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for _, word := range v {
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if wordMap, ok := word.(map[string]interface{}); ok {
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if wordsStr, ok := wordMap["words"].(string); ok {
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words = append(words, wordsStr)
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}
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}
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}
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case []interface{}:
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// 通用文字识别
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for _, word := range v {
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if wordMap, ok := word.(map[string]interface{}); ok {
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if wordsStr, ok := wordMap["words"].(string); ok {
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words = append(words, wordsStr)
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}
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}
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}
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}
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}
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return words
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}
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// downloadImage 下载图片
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func (s *BaiduOCRService) downloadImage(ctx context.Context, imageURL string) ([]byte, error) {
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// 创建HTTP客户端
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client := &http.Client{
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Timeout: 30 * time.Second,
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}
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// 创建请求
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req, err := http.NewRequestWithContext(ctx, "GET", imageURL, nil)
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if err != nil {
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return nil, fmt.Errorf("创建请求失败: %w", err)
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}
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// 发送请求
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resp, err := client.Do(req)
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if err != nil {
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return nil, fmt.Errorf("下载图片失败: %w", err)
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}
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defer resp.Body.Close()
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// 检查响应状态
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if resp.StatusCode != http.StatusOK {
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return nil, fmt.Errorf("下载图片失败，状态码: %d", resp.StatusCode)
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}
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// 读取响应内容
|
||
imageBytes, err := io.ReadAll(resp.Body)
|
||
if err != nil {
|
||
return nil, fmt.Errorf("读取图片内容失败: %w", err)
|
||
}
|
||
|
||
return imageBytes, nil
|
||
}
|
||
|
||
// ValidateBusinessLicense 验证营业执照识别结果
|
||
func (s *BaiduOCRService) ValidateBusinessLicense(result *responses.BusinessLicenseResult) error {
|
||
if result.Confidence < 0.8 {
|
||
return fmt.Errorf("识别置信度过低: %.2f", result.Confidence)
|
||
}
|
||
if result.CompanyName == "" {
|
||
return fmt.Errorf("未能识别公司名称")
|
||
}
|
||
if result.LegalPersonName == "" {
|
||
return fmt.Errorf("未能识别法定代表人")
|
||
}
|
||
if result.UnifiedSocialCode == "" {
|
||
return fmt.Errorf("未能识别统一社会信用代码")
|
||
}
|
||
return nil
|
||
}
|
||
|
||
// ValidateIDCard 验证身份证识别结果
|
||
func (s *BaiduOCRService) ValidateIDCard(result *responses.IDCardResult) error {
|
||
if result.Confidence < 0.8 {
|
||
return fmt.Errorf("识别置信度过低: %.2f", result.Confidence)
|
||
}
|
||
if result.Side == "front" {
|
||
if result.Name == "" {
|
||
return fmt.Errorf("未能识别姓名")
|
||
}
|
||
if result.IDCardNumber == "" {
|
||
return fmt.Errorf("未能识别身份证号码")
|
||
}
|
||
} else {
|
||
if result.IssuingAgency == "" {
|
||
return fmt.Errorf("未能识别签发机关")
|
||
}
|
||
if result.ValidPeriod == "" {
|
||
return fmt.Errorf("未能识别有效期限")
|
||
}
|
||
}
|
||
return nil
|
||
}
|