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package cmd
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import (
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"encoding/base64"
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"fmt"
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"github.com/go-resty/resty/v2"
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"github.com/mizuki1412/go-core-kit/class/exception"
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"github.com/mizuki1412/go-core-kit/init/initkit"
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"github.com/mizuki1412/go-core-kit/service/logkit"
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"github.com/spf13/cobra"
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"github.com/tidwall/gjson"
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"github.com/xuri/excelize/v2"
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"io/ioutil"
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"os"
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"path/filepath"
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"regexp"
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"strings"
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"time"
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)
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func init() {
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rootCmd.AddCommand(auSimCmd)
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}
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var (
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imageDir = "/Users/leo/Documents/au-ocr/image/"
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ocrAPIURL = "http://172.16.5.160:8000/ocr/predict-by-base64/"
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outputExcelPath = "/Users/leo/Documents/au-ocr/excel/"
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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"}
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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"}
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amountWhiteList = []string{"200", "100", "未充值"}
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)
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type ExtractedInfo struct {
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Name string
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School string
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Phone string
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Amount string
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}
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var auSimCmd = &cobra.Command{
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Use: "au",
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Short: "Batch processing operations of the autumn semester sim card",
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Run: func(cmd *cobra.Command, args []string) {
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initkit.BindFlags(cmd)
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files, err := ioutil.ReadDir(imageDir)
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if err != nil {
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panic(exception.New(err.Error()))
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}
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results := []ExtractedInfo{}
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for _, file := range files {
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if file.IsDir() || !strings.HasSuffix(file.Name(), ".jpg") || strings.Contains(file.Name(), "thumb.jpg") || strings.Contains(file.Name(), "hd.jpg") {
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continue
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}
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fullPath := filepath.Join(imageDir, file.Name())
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base64Str, err := imageToBase64(fullPath)
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if err != nil {
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panic(exception.New("转base64失败:" + err.Error()))
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}
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ocrText := callOCR(base64Str)
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if err != nil {
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panic(exception.New("OCR请求失败:" + err.Error()))
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}
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info := extractInfoFromOCR(ocrText)
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//号码里包含了这些敏感数字
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if info.Phone != "" && (strings.Contains(info.Phone, "200") || strings.Contains(info.Phone, "100") || strings.Contains(info.Phone, "50")) {
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newName := "fail/" + file.Name() + ".phone.jpg"
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newPath := filepath.Join(imageDir, newName)
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os.Rename(fullPath, newPath)
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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!")
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continue
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}
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if info.Phone != "" && containsBroadband(ocrText) {
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newName := "broadband/" + file.Name()
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newPath := filepath.Join(imageDir, newName)
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os.Rename(fullPath, newPath)
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info.Name = info.Name + "+宽带"
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logkit.Info(info.Phone + " √√√加宽带!√√√")
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}
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oldPath := fullPath
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newName := ""
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//条件放宽到识别出号码就算成功，剩下不成功的 打?手动
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if info.Phone != "" {
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logkit.Info("业务员:" + info.Name + " 学校:" + info.School + " 首充:" + info.Amount + " 号码:" + info.Phone + " 识别成功!")
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newName = "success/" + fmt.Sprintf("%s%s.jpg", info.Name, info.Phone)
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results = append(results, info)
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} else {
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logkit.Info("××× 业务员:" + info.Name + " 学校:" + info.School + " 首充:" + info.Amount + " 号码:" + info.Phone + " 识别失败!")
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newName = "fail/" + file.Name() + ".error.jpg"
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}
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newPath := filepath.Join(imageDir, newName)
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os.Rename(oldPath, newPath)
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}
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writeExcel(results, outputExcelPath+"/"+time.Now().Format("20060102150405")+".xlsx")
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},
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}
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func containsBroadband(texts []string) bool {
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for _, text := range texts {
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if strings.Contains(text, "宽带") {
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return true
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}
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}
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return false
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}
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func imageToBase64(path string) (string, error) {
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data, err := os.ReadFile(path)
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if err != nil {
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return "", err
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}
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return base64.StdEncoding.EncodeToString(data), nil
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}
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func callOCR(b64 string) []string {
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client := resty.New()
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resp, err := client.R().
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SetHeader("Content-Type", "application/json").
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SetBody(map[string]string{
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"base64_str": b64,
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}).
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Post(ocrAPIURL)
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if err != nil {
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panic(exception.New(err.Error()))
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}
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bodyStr := string(resp.Body())
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// 快速检查 resultcode 是否为 200
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if gjson.Get(bodyStr, "resultcode").Int() != 200 {
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panic(exception.New(fmt.Errorf("OCR failed: %s", gjson.Get(bodyStr, "message").String()).Error()))
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}
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// 使用 GJSON 提取所有文本字段
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var texts []string
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textResults := gjson.Get(bodyStr, "data.0")
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if !textResults.Exists() {
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panic(exception.New(fmt.Errorf("no OCR results found").Error()))
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}
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textResults.ForEach(func(_, line gjson.Result) bool {
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if line.IsArray() && line.Array()[1].IsArray() {
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text := line.Array()[1].Array()[0].String()
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texts = append(texts, text)
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}
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return true
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})
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return texts
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}
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func extractInfoFromOCR(texts []string) ExtractedInfo {
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combined := strings.Join(texts, "")
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info := ExtractedInfo{}
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// 提取业务员姓名
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for _, name := range nameWhiteList {
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if strings.Contains(combined, name) {
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info.Name = name
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context := getContext(combined, name, 30)
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logkit.Info("【上下文 " + context + "】")
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// 从上下文中查找学校
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for _, school := range schoolWhiteList {
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if strings.Contains(context, school) {
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info.School = school
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break
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}
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}
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// 从上下文中查找金额
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for _, amount := range amountWhiteList {
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if strings.Contains(context, amount) {
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info.Amount = amount
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break
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}
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}
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break
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}
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}
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// 提取手机号
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re := regexp.MustCompile(`(?:XH[^\x00-\xff]|H势|势).*?(\d{11})`)
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match := re.FindStringSubmatch(combined)
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if len(match) == 2 {
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info.Phone = match[1]
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}
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return info
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}
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func getContext(text, keyword string, length int) string {
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index := strings.Index(text, keyword)
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if index == -1 {
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return ""
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}
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start := index - length
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if start < 0 {
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start = 0
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}
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end := index + len(keyword) + length
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if end > len(text) {
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end = len(text)
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}
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return text[start:end]
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}
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func writeExcel(data []ExtractedInfo, filename string) {
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f := excelize.NewFile()
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sheet := "Sheet1"
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f.SetSheetRow(sheet, "A1", &[]string{"学校", "业务员姓名", "手机号码", "充值金额"})
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for i, d := range data {
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if d.School == "万象" {
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d.School = "万向"
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}
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if d.School == "外国语" {
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d.School = "浙外"
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}
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if d.Amount == "未充值" {
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d.Amount = "0"
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}
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if d.Amount == "" {
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d.Amount = "?"
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}
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if d.Name == "" {
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d.Name = "?"
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}
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if d.School == "" {
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d.School = "?"
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}
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row := []string{d.School, d.Name, d.Phone, d.Amount}
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cell, _ := excelize.CoordinatesToCellName(1, i+2)
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f.SetSheetRow(sheet, cell, &row)
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}
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f.SaveAs(filename)
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}
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