temp
This commit is contained in:
548
internal/shared/ocr/baidu_ocr_service.go
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548
internal/shared/ocr/baidu_ocr_service.go
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@@ -0,0 +1,548 @@
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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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"time"
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"go.uber.org/zap"
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"tyapi-server/internal/domains/certification/dto"
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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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appID string
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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(appID, apiKey, secretKey string, logger *zap.Logger) *BaiduOCRService {
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return &BaiduOCRService{
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appID: appID,
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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) (*dto.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
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imageBase64 := base64.StdEncoding.EncodeToString(imageBytes)
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// 构建请求参数
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params := url.Values{}
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params.Set("access_token", accessToken)
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params.Set("image", imageBase64)
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// 发送请求
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apiURL := fmt.Sprintf("%s/rest/2.0/ocr/v1/business_license?%s", s.endpoint, params.Encode())
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resp, err := s.sendRequest(ctx, "POST", apiURL, nil)
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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.LegalRepresentative),
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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) (*dto.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
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imageBase64 := base64.StdEncoding.EncodeToString(imageBytes)
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// 构建请求参数
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params := url.Values{}
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params.Set("access_token", accessToken)
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params.Set("image", imageBase64)
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params.Set("side", side)
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// 发送请求
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apiURL := fmt.Sprintf("%s/rest/2.0/ocr/v1/idcard?%s", s.endpoint, params.Encode())
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resp, err := s.sendRequest(ctx, "POST", apiURL, nil)
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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.IDNumber),
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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) (*dto.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
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imageBase64 := base64.StdEncoding.EncodeToString(imageBytes)
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// 构建请求参数
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params := url.Values{}
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params.Set("access_token", accessToken)
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params.Set("image", imageBase64)
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// 发送请求
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apiURL := fmt.Sprintf("%s/rest/2.0/ocr/v1/general_basic?%s", s.endpoint, params.Encode())
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resp, err := s.sendRequest(ctx, "POST", apiURL, nil)
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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{}) *dto.BusinessLicenseResult {
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// 解析百度OCR返回的结果
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wordsResult := result["words_result"].(map[string]interface{})
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licenseResult := &dto.BusinessLicenseResult{
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Confidence: s.extractConfidence(result),
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Words: s.extractWords(result),
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}
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// 提取关键字段
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if companyName, ok := wordsResult["单位名称"]; ok {
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if word, ok := companyName.(map[string]interface{}); ok {
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licenseResult.CompanyName = word["words"].(string)
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}
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}
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if legalRep, ok := wordsResult["法人"]; ok {
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if word, ok := legalRep.(map[string]interface{}); ok {
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licenseResult.LegalRepresentative = word["words"].(string)
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}
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}
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if regCapital, ok := wordsResult["注册资本"]; ok {
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if word, ok := regCapital.(map[string]interface{}); ok {
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licenseResult.RegisteredCapital = word["words"].(string)
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}
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}
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if regAddress, ok := wordsResult["地址"]; ok {
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if word, ok := regAddress.(map[string]interface{}); ok {
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licenseResult.RegisteredAddress = word["words"].(string)
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}
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}
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if regNumber, ok := wordsResult["社会信用代码"]; ok {
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if word, ok := regNumber.(map[string]interface{}); ok {
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licenseResult.RegistrationNumber = word["words"].(string)
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}
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}
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if businessScope, ok := wordsResult["经营范围"]; ok {
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if word, ok := businessScope.(map[string]interface{}); ok {
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licenseResult.BusinessScope = word["words"].(string)
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}
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}
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if regDate, ok := wordsResult["成立日期"]; ok {
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if word, ok := regDate.(map[string]interface{}); ok {
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licenseResult.RegistrationDate = word["words"].(string)
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}
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}
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if validDate, ok := wordsResult["营业期限"]; ok {
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if word, ok := validDate.(map[string]interface{}); ok {
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licenseResult.ValidDate = word["words"].(string)
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}
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}
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return licenseResult
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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) *dto.IDCardResult {
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wordsResult := result["words_result"].(map[string]interface{})
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idCardResult := &dto.IDCardResult{
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Side: side,
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Confidence: s.extractConfidence(result),
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Words: s.extractWords(result),
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}
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if side == "front" {
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// 正面信息
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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 sex, ok := wordsResult["性别"]; ok {
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if word, ok := sex.(map[string]interface{}); ok {
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idCardResult.Sex = 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 birth, ok := wordsResult["出生"]; ok {
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if word, ok := birth.(map[string]interface{}); ok {
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idCardResult.BirthDate = 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.IDNumber = word["words"].(string)
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}
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}
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} else {
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// 背面信息
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if authority, ok := wordsResult["签发机关"]; ok {
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if word, ok := authority.(map[string]interface{}); ok {
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idCardResult.IssuingAuthority = word["words"].(string)
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}
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}
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if validDate, ok := wordsResult["有效期限"]; ok {
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if word, ok := validDate.(map[string]interface{}); ok {
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idCardResult.ValidDate = 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{}) *dto.GeneralTextResult {
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wordsResult := result["words_result"].([]interface{})
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textResult := &dto.GeneralTextResult{
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Confidence: s.extractConfidence(result),
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Words: make([]string, 0, len(wordsResult)),
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}
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// 提取所有识别的文字
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for _, word := range wordsResult {
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if wordMap, ok := word.(map[string]interface{}); ok {
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if words, ok := wordMap["words"].(string); ok {
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textResult.Words = append(textResult.Words, words)
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}
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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 {
|
||||
if wordsStr, ok := wordMap["words"].(string); ok {
|
||||
words = append(words, wordsStr)
|
||||
}
|
||||
}
|
||||
}
|
||||
case []interface{}:
|
||||
// 通用文字识别
|
||||
for _, word := range v {
|
||||
if wordMap, ok := word.(map[string]interface{}); ok {
|
||||
if wordsStr, ok := wordMap["words"].(string); ok {
|
||||
words = append(words, wordsStr)
|
||||
}
|
||||
}
|
||||
}
|
||||
}
|
||||
}
|
||||
|
||||
return words
|
||||
}
|
||||
|
||||
// downloadImage 下载图片
|
||||
func (s *BaiduOCRService) downloadImage(ctx context.Context, imageURL string) ([]byte, error) {
|
||||
// 创建HTTP客户端
|
||||
client := &http.Client{
|
||||
Timeout: 30 * time.Second,
|
||||
}
|
||||
|
||||
// 创建请求
|
||||
req, err := http.NewRequestWithContext(ctx, "GET", imageURL, nil)
|
||||
if err != nil {
|
||||
return nil, fmt.Errorf("创建请求失败: %w", err)
|
||||
}
|
||||
|
||||
// 发送请求
|
||||
resp, err := client.Do(req)
|
||||
if err != nil {
|
||||
return nil, fmt.Errorf("下载图片失败: %w", err)
|
||||
}
|
||||
defer resp.Body.Close()
|
||||
|
||||
// 检查响应状态
|
||||
if resp.StatusCode != http.StatusOK {
|
||||
return nil, fmt.Errorf("下载图片失败,状态码: %d", resp.StatusCode)
|
||||
}
|
||||
|
||||
// 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 *dto.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.LegalRepresentative == "" {
|
||||
return fmt.Errorf("未能识别法定代表人")
|
||||
}
|
||||
|
||||
if result.RegistrationNumber == "" {
|
||||
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 *dto.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.IDNumber == "" {
|
||||
return fmt.Errorf("未能识别身份证号码")
|
||||
}
|
||||
} else {
|
||||
if result.IssuingAuthority == "" {
|
||||
return fmt.Errorf("未能识别签发机关")
|
||||
}
|
||||
if result.ValidDate == "" {
|
||||
return fmt.Errorf("未能识别有效期限")
|
||||
}
|
||||
}
|
||||
|
||||
return nil
|
||||
}
|
||||
44
internal/shared/ocr/ocr_interface.go
Normal file
44
internal/shared/ocr/ocr_interface.go
Normal file
@@ -0,0 +1,44 @@
|
||||
package ocr
|
||||
|
||||
import (
|
||||
"context"
|
||||
"tyapi-server/internal/domains/certification/dto"
|
||||
)
|
||||
|
||||
// OCRService OCR识别服务接口
|
||||
type OCRService interface {
|
||||
// 识别营业执照
|
||||
RecognizeBusinessLicense(ctx context.Context, imageURL string) (*dto.OCREnterpriseInfo, error)
|
||||
RecognizeBusinessLicenseFromBytes(ctx context.Context, imageBytes []byte) (*dto.OCREnterpriseInfo, error)
|
||||
|
||||
// 识别身份证
|
||||
RecognizeIDCard(ctx context.Context, imageURL string, side string) (*IDCardInfo, error)
|
||||
|
||||
// 通用文字识别
|
||||
RecognizeGeneralText(ctx context.Context, imageURL string) (*GeneralTextResult, error)
|
||||
}
|
||||
|
||||
// IDCardInfo 身份证识别信息
|
||||
type IDCardInfo struct {
|
||||
Name string `json:"name"` // 姓名
|
||||
IDCardNumber string `json:"id_card_number"` // 身份证号
|
||||
Gender string `json:"gender"` // 性别
|
||||
Nation string `json:"nation"` // 民族
|
||||
Birthday string `json:"birthday"` // 出生日期
|
||||
Address string `json:"address"` // 住址
|
||||
IssuingAgency string `json:"issuing_agency"` // 签发机关
|
||||
ValidPeriod string `json:"valid_period"` // 有效期限
|
||||
Confidence float64 `json:"confidence"` // 识别置信度
|
||||
}
|
||||
|
||||
// GeneralTextResult 通用文字识别结果
|
||||
type GeneralTextResult struct {
|
||||
Words []TextLine `json:"words"` // 识别的文字行
|
||||
Confidence float64 `json:"confidence"` // 整体置信度
|
||||
}
|
||||
|
||||
// TextLine 文字行
|
||||
type TextLine struct {
|
||||
Text string `json:"text"` // 文字内容
|
||||
Confidence float64 `json:"confidence"` // 置信度
|
||||
}
|
||||
Reference in New Issue
Block a user