增加图片文字识别后端接口

.gitignore

@@ -4,7 +4,7 @@ GinSkeleton/.vscode
 GinSkeleton/.idea/
 .idea/
 .idea
-GinSkeleton/storage/
-GinSkeleton/storage/
 
 ckeditor5/node_modules/*
+GinSkeleton/config/gorm_v2.yml
+GinSkeleton/public/storage

GinSkeleton/api_doc.md

@@ -185,3 +185,21 @@ Authorization|Headers|string|必填|Bearer eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.
     "msg": "Success"
 }
 ```  
+
+####    请求图片文字识别        
+>    <font color=#FF4500>*post*，/admin/ai_recognition/pic_recognition</font>    
+
+参数字段|参数属性|类型|选项|默认值
+---|---|---|---|---
+pic|form-data|string|必填|"" 
+
+> 返回示例：
+```json
+{
+    "code": 200,
+    "data": {
+        "words": "out[entry]=\nfor each basic block ∈N -{entry}\nout[B] =\nchange = true\nwhile (changes) {\n// Find: fix point solution\nchange = false\nfor each B∈N - {entry} {\noldout = out[B]\nin[B]= Uout[P]\nP∈pred[B]\nout[B] = GEN[B] ∪ (in[B]∩ PRSV[B])\nif(out[B] ≠ oldout) change = true;\n}\n}\n"
+    },
+    "msg": "Success"
+}
+```  

GinSkeleton/app/global/consts/consts.go

@@ -77,4 +77,8 @@ const (
 	CaptchaCheckOkMsg             string = "验证码校验通过"
 	CaptchaCheckFailCode          int    = -400355
 	CaptchaCheckFailMsg           string = "验证码校验失败"
+
+	// 模型功能按相关
+	PicRecognitionFailMsg  string = "图片文字识别失败"
+	PicRecognitionFailCode int    = -400450
 )

GinSkeleton/app/global/my_errors/my_errors.go

@@ -67,4 +67,9 @@ const (
 	ErrorCasbinCreateAdaptFail        string = "casbin NewAdapterByDBUseTableName 发生错误："
 	ErrorCasbinCreateEnforcerFail     string = "casbin NewEnforcer 发生错误："
 	ErrorCasbinNewModelFromStringFail string = "NewModelFromString 调用时出错："
+
+	// baiduCE 访问出现的错误
+	ErrorBaiduCEGetTokenFail string = "访问百度智能云时，获得access_token 出现问题："
+	ErrorBaiduCEUseOCRFail   string = "使用百度智能云OCR接口失败："
+	ErrorBaiduCEPostFail     string = "使用百度智能云接口失败(POST通用)："
 )

GinSkeleton/app/http/controller/web/ai_recognition_controller.go

@@ -0,0 +1,23 @@
+package web
+
+import (
+	"goskeleton/app/global/consts"
+	"goskeleton/app/service/ai_model_cli"
+	"goskeleton/app/utils/response"
+
+	"github.com/gin-gonic/gin"
+)
+
+type AiRecognition struct {
+}
+
+//	Ai 模型识别模块，与ai相关的识别功能，包括：图片文字识别、语音识别
+//
+// 图片文字识别
+func (u *AiRecognition) PicRecognition(context *gin.Context) {
+	if r, recogWords := ai_model_cli.RequestOCR(context); r {
+		response.Success(context, consts.CurdStatusOkMsg, recogWords)
+	} else {
+		response.Fail(context, consts.PicRecognitionFailCode, consts.PicRecognitionFailMsg, "")
+	}
+}

GinSkeleton/app/http/validator/common/register_validator/web_register_validator.go

@@ -5,6 +5,7 @@ import (
 	"goskeleton/app/global/consts"
 	"goskeleton/app/http/validator/common/upload_files"
 	"goskeleton/app/http/validator/common/websocket"
+	"goskeleton/app/http/validator/web/ai_recognition"
 	"goskeleton/app/http/validator/web/users"
 )
 
@@ -46,4 +47,8 @@ func WebRegisterValidator() {
 	// Websocket 连接验证器
 	key = consts.ValidatorPrefix + "WebsocketConnect"
 	containers.Set(key, websocket.Connect{})
+
+	// ai 识别功能相关
+	key = consts.ValidatorPrefix + "PicRecognition"
+	containers.Set(key, ai_recognition.PicRecognition{})
 }

GinSkeleton/app/http/validator/web/ai_recognition/pic_recognition.go

@@ -0,0 +1,61 @@
+package ai_recognition
+
+import (
+	"goskeleton/app/global/consts"
+	"goskeleton/app/http/controller/web"
+	"goskeleton/app/http/validator/core/data_transfer"
+	"goskeleton/app/utils/response"
+
+	"github.com/gin-gonic/gin"
+)
+
+type PicRecognition struct {
+	Pic string `form:"pic" json:"pic"  binding:"required"` // 必填、对于文本,表示它的长度>=1
+}
+
+func (p PicRecognition) CheckParams(context *gin.Context) {
+	if err := context.ShouldBind(&p); err != nil {
+		// 将表单参数验证器出现的错误直接交给错误翻译器统一处理即可
+		response.ValidatorError(context, err)
+		return
+	}
+	//  该函数主要是将本结构体的字段（成员）按照 consts.ValidatorPrefix+ json标签对应的 键 => 值 形式绑定在上下文，便于下一步（控制器）可以直接通过 context.Get(键) 获取相关值
+	extraAddBindDataContext := data_transfer.DataAddContext(p, consts.ValidatorPrefix, context)
+	if extraAddBindDataContext == nil {
+		response.ErrorSystem(context, "PicRecognition表单参数验证器json化失败", "")
+		return
+	}
+	// TODO:linlnf
+	// pic := p.Pic
+	// // 先进行 URL 解码
+	// decodedPic, err := url.QueryUnescape(pic)
+	// if err != nil {
+	// 	response.ErrorSystem(context, "PicRecognition表单参数验证器URL解码失败", "")
+	// 	return
+	// }
+	// // 再进行 Base64 解码
+	// decodedData, err := base64.StdEncoding.DecodeString(decodedPic)
+	// if err != nil {
+	// 	response.ErrorSystem(context, "PicRecognition表单参数验证器Base64解码失败", "")
+	// 	return
+	// }
+	// // 检查大小不超过 10M（10 * 1024 * 1024 字节）
+	// if len(decodedData) > 10*1024*1024 {
+	// 	response.ErrorSystem(context, "PicRecognition表单参数验证器图片大小超过 10M", "")
+	// 	return
+	// }
+	// // 将字节数据转换为图像以检查格式和尺寸
+	// img, _, err := image.Decode(bytes.NewReader(decodedData))
+	// if err != nil {
+	// 	return
+	// }
+	// bounds := img.Bounds()
+	// minSide := math.Min(float64(bounds.Dx()), float64(bounds.Dy()))
+	// maxSide := math.Max(float64(bounds.Dx()), float64(bounds.Dy()))
+	// // 最短边至少 15px，最长边最大 8192px
+	// if minSide < 15 || maxSide > 8192 {
+	// 	response.ErrorSystem(context, "PicRecognition表单参数验证器图片尺寸过大或过小", "")
+	// 	return
+	// }
+	(&web.AiRecognition{}).PicRecognition(extraAddBindDataContext)
+}

GinSkeleton/app/service/ai_model_cli/ocr_cli.go

@@ -0,0 +1,76 @@
+package ai_model_cli
+
+import (
+	"goskeleton/app/global/my_errors"
+	"goskeleton/app/global/variable"
+	"goskeleton/app/utils/baidubce"
+	"goskeleton/app/utils/files"
+	"net/http"
+	"net/url"
+	"strings"
+
+	"github.com/gin-gonic/gin"
+)
+
+/**
+ * 向百度智能云ocr(基础精准版)发送消息, 获得识别消息
+ * @return 识别出的信息的内容
+ */
+func RequestOCR(context *gin.Context) (r bool, c interface{}) {
+	path := "https://aip.baidubce.com/rest/2.0/ocr/v1/accurate_basic?access_token=" + baidubce.GetAccessToken()
+	// 获得图片数据，需要 base64 和urlencode处理
+	// linlnf: test
+	content, _ := files.GetFileBase64("storage/app/test/文字识别.png")
+	// 组装 body 数据，参数在该网址：https://cloud.baidu.com/doc/OCR/s/1k3h7y3db
+	data := make(url.Values)
+	data.Set("detect_direction", "false")
+	data.Set("paragraph", "false")
+	data.Set("probability", "false")
+	data.Set("multidirectional_recognize", "false")
+	data.Set("image", content)
+	payload := strings.NewReader(data.Encode())
+	client := &http.Client{}
+	// 请求数据
+	req, err := http.NewRequest("POST", path, payload)
+	if err != nil {
+		variable.ZapLog.Error(my_errors.ErrorBaiduCEUseOCRFail + err.Error())
+		return false, nil
+	}
+	req.Header.Add("Content-Type", "application/x-www-form-urlencoded")
+	req.Header.Add("Accept", "application/json")
+	res, err := client.Do(req)
+
+	if err != nil {
+		variable.ZapLog.Error(my_errors.ErrorBaiduCEUseOCRFail + err.Error())
+		return false, nil
+	}
+	defer res.Body.Close()
+	//从res中提取识别出的字符信息
+	mbody, err := baidubce.DecodeResBody(res, "ocr")
+	if err != nil {
+		variable.ZapLog.Error(my_errors.ErrorBaiduCEUseOCRFail + err.Error())
+		return false, nil
+	}
+	return true, gin.H{
+		"words": decodeBody2Str(mbody),
+	}
+}
+
+/*
+ * 将返回的内容中的所有识别出的文字信息进行组合
+ * @return 识别出的信息的内容字符串
+ */
+func decodeBody2Str(mbody map[string]interface{}) (str string) {
+	words, ok := mbody["words_result"]
+	if ok {
+		sliceWords, ok := words.([]interface{})
+		if ok {
+			// 遍历切片
+			for _, word := range sliceWords {
+				str += word.(map[string]interface{})["words"].(string) + "\n"
+			}
+		}
+		return str
+	}
+	return ""
+}

GinSkeleton/app/utils/baidubce/baidubce.go

@@ -0,0 +1,61 @@
+package baidubce
+
+import (
+	"encoding/json"
+	"errors"
+	"fmt"
+	"goskeleton/app/global/my_errors"
+	"goskeleton/app/global/variable"
+	"io"
+	"net/http"
+	"strings"
+)
+
+/**
+ * 使用 AK，SK 生成鉴权签名（Access Token）
+ * @return string 鉴权签名信息（Access Token）
+ */
+func GetAccessToken() string {
+	url := "https://aip.baidubce.com/oauth/2.0/token"
+	API_KEY := variable.ConfigYml.GetString("BaiduCE.ApiKey")
+	SECRET_KEY := variable.ConfigYml.GetString("BaiduCE.SecretKey")
+	postData := fmt.Sprintf("grant_type=client_credentials&client_id=%s&client_secret=%s", API_KEY, SECRET_KEY)
+	resp, err := http.Post(url, "application/x-www-form-urlencoded", strings.NewReader(postData))
+	if err != nil {
+		variable.ZapLog.Error(my_errors.ErrorBaiduCEGetTokenFail + err.Error())
+		return ""
+	}
+	defer resp.Body.Close()
+	body, err := io.ReadAll(resp.Body)
+	if err != nil {
+		variable.ZapLog.Error(my_errors.ErrorBaiduCEGetTokenFail + err.Error())
+		return ""
+	}
+	accessTokenObj := map[string]any{}
+	_ = json.Unmarshal([]byte(body), &accessTokenObj)
+	return accessTokenObj["access_token"].(string)
+}
+
+func DecodeResBody(res *http.Response, flag string) (mbody map[string]interface{}, err error) {
+	body, err := io.ReadAll(res.Body)
+	if err != nil {
+		variable.ZapLog.Error(my_errors.ErrorBaiduCEPostFail + flag + ", " + err.Error())
+		return nil, err
+	}
+	// json 格式的 body
+	var jbody interface{}
+	fmt.Println(string(body))
+	err = json.Unmarshal(body, &jbody)
+	if err != nil {
+		variable.ZapLog.Error(my_errors.ErrorBaiduCEPostFail + flag + ", " + err.Error())
+		return nil, err
+	}
+	mbody = jbody.(map[string]interface{})
+	err_str, _ := mbody["error_msg"].(string)
+	if err_str != "" {
+		variable.ZapLog.Error(my_errors.ErrorBaiduCEPostFail + flag + ", " + err_str)
+		err = errors.New(err_str)
+		return nil, err
+	}
+	return mbody, err
+}

GinSkeleton/app/utils/files/baseInfo.go

@@ -1,6 +1,7 @@
 package files
 
 import (
+	"encoding/base64"
 	"goskeleton/app/global/my_errors"
 	"goskeleton/app/global/variable"
 	"mime/multipart"
@@ -47,3 +48,12 @@ func GetFilesMimeByFp(fp multipart.File) string {
 
 	return http.DetectContentType(buffer)
 }
+
+// 读取本地文件，进行Base64编码
+func GetFileBase64(filePath string) (string, error) {
+	data, err := os.ReadFile(filePath)
+	if err != nil {
+		return "", err
+	}
+	return base64.StdEncoding.EncodeToString(data), nil
+}

GinSkeleton/config/config.yml

@@ -144,3 +144,7 @@ Captcha:
   captchaValue: "captcha_value"   #验证码值提交时的键名
   length: 4   # 验证码生成时的长度
 
+
+BaiduCE: 
+  ApiKey: "AR1SUIjaKSsCcDjj11QzHDOc" # 生成鉴权签名时使用的 API_KEY
+  SecretKey: "zvEb5CzpuGCZNdQC1TPmDh3IOWn5aWDT" # 生成鉴权签名时使用的 SECRET_KEY

GinSkeleton/routers/web.go

@@ -61,6 +61,13 @@ func InitWebRouter_Co() *gin.Engine {
 			// 刷新token，当过期的token在允许失效的延长时间范围内，用旧token换取新token
 			refreshToken.Use(authorization.RefreshTokenConditionCheck()).POST("refreshtoken", validatorFactory.Create(consts.ValidatorPrefix+"RefreshToken"))
 		}
+		// TODO:linlnf
+		// 人工智能识别相关
+		aiRecognition := backend.Group("ai_recognition/")
+		{
+			// 请求图片文字识别
+			aiRecognition.POST("pic_recognition", validatorFactory.Create(consts.ValidatorPrefix+"PicRecognition"))
+		}
 
 		// 【需要token】中间件验证的路由
 		backend.Use(authorization.CheckTokenAuth())