package cmd import ( "encoding/base64" "fmt" "github.com/go-resty/resty/v2" "github.com/mizuki1412/go-core-kit/class/exception" "github.com/mizuki1412/go-core-kit/init/initkit" "github.com/mizuki1412/go-core-kit/service/logkit" "github.com/spf13/cobra" "github.com/tidwall/gjson" "github.com/xuri/excelize/v2" "io/ioutil" "os" "path/filepath" "regexp" "strings" "time" ) func init() { rootCmd.AddCommand(auSimCmd) } var ( imageDir = "/Users/leo/Documents/au-ocr/image/" ocrAPIURL = "http://172.16.5.160:8000/ocr/predict-by-base64/" outputExcelPath = "/Users/leo/Documents/au-ocr/excel/" nameWhiteList = []string{"德宁", "鼎斌", "海波", "何晓璇", "胡鑫", "佳欣", "佳怡", "嘉乐", "建闽", "锦城", "景浩", "君豪", "凯彬", "兰青", "李想", "林艳", "刘美云", "裴雅妮", "任子健", "润宇", "隆蝶", "石明毅", "覃彩玉", "唐鑫", "唐宇豪", "童斌", "万兴凯", "王权", "吴宇峰", "武文迪", "夏晨阳", "项乐奇", "小锐", "小颖", "晓雪", "谢俊", "欣萍", "鑫杰", "徐宁", "许慧超", "雅妮", "杨传杰", "杨帅", "杨笑笑", "杨兴俊", "叶琪婷", "宇飞", "玉梅", "张钧帅", "张奕韬", "张玉", "张原硕", "章帅", "赵林冲", "郑佳欣", "朱菲玲", "子健", "邹思惠", "徐林焱", "周志乐", "林焱", "许慧超", "嘉辉", "楚俊"} schoolWhiteList = []string{"财经", "工商", "工业", "杭电", "计量", "金融", "经济", "经贸", "科技", "理工", "美院", "万向", "长征", "浙音", "万象", "特殊教育", "外国语"} amountWhiteList = []string{"200", "100", "未充值", "50"} ) type ExtractedInfo struct { Name string School string Phone string Amount string } var auSimCmd = &cobra.Command{ Use: "au", Short: "Batch processing operations of the autumn semester sim card", Run: func(cmd *cobra.Command, args []string) { initkit.BindFlags(cmd) files, err := ioutil.ReadDir(imageDir) if err != nil { panic(exception.New(err.Error())) } results := []ExtractedInfo{} for _, file := range files { if file.IsDir() || !strings.HasSuffix(file.Name(), ".jpg") || strings.Contains(file.Name(), "thumb.jpg") || strings.Contains(file.Name(), "hd.jpg") { continue } fullPath := filepath.Join(imageDir, file.Name()) base64Str, err := imageToBase64(fullPath) if err != nil { panic(exception.New("转base64失败:" + err.Error())) } ocrText := callOCR(base64Str) if err != nil { panic(exception.New("OCR请求失败:" + err.Error())) } info := extractInfoFromOCR(ocrText) //号码里包含了这些敏感数字 if info.Phone != "" && (strings.Contains(info.Phone, "200") || strings.Contains(info.Phone, "100") || strings.Contains(info.Phone, "50")) { if info.Name != "" { combined := strings.Join(ocrText, "") context := getContext(combined, info.Name, 30) if strings.Contains(context, info.Phone) { newName := "fail/" + file.Name() + ".phone.jpg" newPath := filepath.Join(imageDir, newName) os.Rename(fullPath, newPath) logkit.Info("业务员:" + info.Name + " 学校:" + info.School + " 首充:" + info.Amount + " 号码:" + info.Phone + " 号码里包含充值敏感数字,可能会误识别!") continue } } else { newName := "fail/" + file.Name() + ".phone.jpg" newPath := filepath.Join(imageDir, newName) os.Rename(fullPath, newPath) logkit.Info("业务员:" + info.Name + " 学校:" + info.School + " 首充:" + info.Amount + " 号码:" + info.Phone + " 号码里包含充值敏感数字,可能会误识别!") continue } } if info.Phone != "" && containsBroadband(ocrText) { newName := "broadband/" + file.Name() newPath := filepath.Join(imageDir, newName) os.Rename(fullPath, newPath) info.Name = info.Name + "+宽带" logkit.Info(info.Phone + " √√√加宽带!√√√") } oldPath := fullPath newName := "" //条件放宽到识别出号码就算成功,剩下不成功的 打?手动 if info.Phone != "" { logkit.Info("业务员:" + info.Name + " 学校:" + info.School + " 首充:" + info.Amount + " 号码:" + info.Phone + " 识别成功!") newName = "success/" + fmt.Sprintf("%s%s.jpg", info.Name, info.Phone) results = append(results, info) } else { logkit.Info("××× 业务员:" + info.Name + " 学校:" + info.School + " 首充:" + info.Amount + " 号码:" + info.Phone + " 识别失败!") newName = "fail/" + file.Name() + ".error.jpg" } newPath := filepath.Join(imageDir, newName) os.Rename(oldPath, newPath) } writeExcel(results, outputExcelPath+"/"+time.Now().Format("20060102150405")+".xlsx") }, } func containsBroadband(texts []string) bool { for _, text := range texts { if strings.Contains(text, "宽带") { return true } } return false } func imageToBase64(path string) (string, error) { data, err := os.ReadFile(path) if err != nil { return "", err } return base64.StdEncoding.EncodeToString(data), nil } func callOCR(b64 string) []string { client := resty.New() resp, err := client.R(). SetHeader("Content-Type", "application/json"). SetBody(map[string]string{ "base64_str": b64, }). Post(ocrAPIURL) if err != nil { panic(exception.New(err.Error())) } bodyStr := string(resp.Body()) // 快速检查 resultcode 是否为 200 if gjson.Get(bodyStr, "resultcode").Int() != 200 { panic(exception.New(fmt.Errorf("OCR failed: %s", gjson.Get(bodyStr, "message").String()).Error())) } // 使用 GJSON 提取所有文本字段 var texts []string textResults := gjson.Get(bodyStr, "data") if !textResults.Exists() || !textResults.IsArray() { panic(exception.New(fmt.Errorf("no OCR results found").Error())) } textResults.ForEach(func(_, value gjson.Result) bool { texts = append(texts, value.String()) return true }) return texts } func extractInfoFromOCR(texts []string) ExtractedInfo { combined := strings.Join(texts, "") info := ExtractedInfo{} // 提取手机号 re := regexp.MustCompile(`(?:XH[^\x00-\xff]|H势|势).*?(\d{11})`) match := re.FindStringSubmatch(combined) if len(match) == 2 { info.Phone = match[1] } // 提取业务员姓名 for _, name := range nameWhiteList { if strings.Contains(combined, name) { info.Name = name context := getContext(combined, name, 30) logkit.Info("【上下文 " + context + "】") // 从上下文中查找学校 for _, school := range schoolWhiteList { if strings.Contains(context, school) { info.School = school break } } // 从上下文中查找金额 for _, amount := range amountWhiteList { if strings.Contains(context, amount) { info.Amount = amount break } } break } } //如果到这一步业务员的名字还没找到,那么就放弃提取业务员名字上下文去找学校,改成直接全文去找学校 if info.Name == "" { for _, school := range schoolWhiteList { if strings.Contains(combined, school) { info.School = school break } } } //如果到这一步充值金额还没找到,那么可以以关键字去寻找充值金额,适用于充值100,充值200,充值50这类关键词 if info.Amount == "" { re := regexp.MustCompile(`充值[::]?\s*(100|200|50)\b`) match := re.FindStringSubmatch(combined) if len(match) == 2 { info.Amount = match[1] } } return info } func getContext(text, keyword string, length int) string { index := strings.Index(text, keyword) if index == -1 { return "" } start := index - length if start < 0 { start = 0 } end := index + len(keyword) + length if end > len(text) { end = len(text) } return text[start:end] } func writeExcel(data []ExtractedInfo, filename string) { f := excelize.NewFile() sheet := "Sheet1" f.SetSheetRow(sheet, "A1", &[]string{"学校", "业务员姓名", "手机号码", "充值金额"}) for i, d := range data { if d.School == "万象" { d.School = "万向" } if d.School == "外国语" { d.School = "浙外" } if d.Amount == "未充值" { d.Amount = "0" } if d.Amount == "" { d.Amount = "?" } if d.Name == "" { d.Name = "?" } if d.School == "" { d.School = "?" } row := []string{d.School, d.Name, d.Phone, d.Amount} cell, _ := excelize.CoordinatesToCellName(1, i+2) f.SetSheetRow(sheet, cell, &row) } f.SaveAs(filename) }