refactor: modernize Go idioms and add MongoDB K8s manifests

- replace interface{} with any across ~30 files for Go 1.18+ style
  - adopt for-range-over-int loops in place of explicit index loops
  - use maps.Copy from stdlib to replace manual map copy loops
  - use min() builtin for exponential backoff delay cap in retry_manager
  - add MongoDB 7.0 K8s manifests (StatefulSet, Service, PVC, Secret)
  - document PostgreSQL and MongoDB deploy steps in deploy.md with SSH tunnel port mappings

common/errcode/error.go

@@ -139,10 +139,10 @@ func (e *AppError) SetMsg(msg string) *AppError {
 }
 
 type formattedErr struct {
-	Code     int         `json:"code"`
-	Msg      string      `json:"msg"`
-	Cause    interface{} `json:"cause"`
-	Occurred string      `json:"occurred"`
+	Code     int    `json:"code"`
+	Msg      string `json:"msg"`
+	Cause    any    `json:"cause"`
+	Occurred string `json:"occurred"`
 }
 
 // toStructuredError define func convert AppError to structured error for better readability

config/anchor_param_config.go

@@ -42,7 +42,7 @@ var baseCurrentFunc = func(archorValue float64, args ...float64) float64 {
 }
 
 // SelectAnchorCalculateFuncAndParams define select anchor func and anchor calculate value by component type 、 anchor name and component data
-func SelectAnchorCalculateFuncAndParams(componentType int, anchorName string, componentData map[string]interface{}) (func(archorValue float64, args ...float64) float64, []float64) {
+func SelectAnchorCalculateFuncAndParams(componentType int, anchorName string, componentData map[string]any) (func(archorValue float64, args ...float64) float64, []float64) {
 	if componentType == constants.DemoType {
 		switch anchorName {
 		case "voltage":

deploy/deploy.md

@@ -1,4 +1,4 @@
-# 项目依赖服务部署指南
+# 项目服务部署指南
 
 本项目依赖于 `PostgreSQL` 数据库和 `Redis Stack Server`（包含 `Redisearch` 等模块）部署文档将使用 `Docker` 容器化技术部署这两个依赖服务
 
@@ -679,6 +679,108 @@ kubectl apply -f deploy/k8s/rabbitmq-service.yaml
 
 > **注意：** 证书认证用户的 `password_hash` 留空；RabbitMQ 通过 `ssl_cert_login_from = common_name` 将证书 CN 映射为用户名。
 
+#### 4.4 部署 PostgreSQL
+
+```bash
+kubectl apply -f deploy/k8s/pg-configmap.yaml
+kubectl apply -f deploy/k8s/pg-pvc.yaml
+kubectl apply -f deploy/k8s/pg-statefulset.yaml
+kubectl apply -f deploy/k8s/pg-service.yaml
+```
+
+| 参数 | 值 | 说明 |
+| :--- | :--- | :--- |
+| **镜像** | `postgres:13.16` | PostgreSQL 13.16 |
+| **NodePort** | `30432` | 集群外访问端口 |
+| **数据库** | `demo` | ConfigMap 中 `POSTGRES_DB` |
+| **用户名** | `postgres` | ConfigMap 中 `POSTGRES_USER` |
+| **密码** | `coslight` | ConfigMap `postgres-config` 中配置，生产环境迁移至 Secret |
+| **存储** | `2Gi` | PVC `postgres-data` |
+
+##### 4.4.1 等待 Pod 就绪
+
+```bash
+kubectl wait --for=condition=ready pod -l app=postgres --timeout=120s
+```
+
+##### 4.4.2 初始化异步任务表
+
+PostgreSQL 就绪后执行 1.4 节的建表 SQL，可通过以下方式进入容器执行：
+
+```bash
+# 交互式 psql
+kubectl exec -it $(kubectl get pod -l app=postgres -o jsonpath='{.items[0].metadata.name}') \
+  -- psql -U postgres -d demo
+
+# 或将 SQL 文件通过管道一次性执行
+kubectl exec -i $(kubectl get pod -l app=postgres -o jsonpath='{.items[0].metadata.name}') \
+  -- psql -U postgres -d demo < /path/to/init.sql
+```
+
+##### 4.4.3 状态检查
+
+```bash
+kubectl get pods -l app=postgres
+kubectl logs -l app=postgres --tail=30
+```
+
+##### 4.4.4 清理
+
+```bash
+kubectl delete -f deploy/k8s/pg-service.yaml \
+               -f deploy/k8s/pg-statefulset.yaml \
+               -f deploy/k8s/pg-pvc.yaml \
+               -f deploy/k8s/pg-configmap.yaml
+```
+
+#### 4.5 部署 MongoDB
+
+```bash
+kubectl apply -f deploy/k8s/mongodb-secret.yaml
+kubectl apply -f deploy/k8s/mongodb-pvc.yaml
+kubectl apply -f deploy/k8s/mongodb-statefulset.yaml
+kubectl apply -f deploy/k8s/mongodb-service.yaml
+```
+
+| 参数 | 值 | 说明 |
+| :--- | :--- | :--- |
+| **镜像** | `mongo:7.0` | MongoDB 7.0 |
+| **NodePort** | `30017` | 集群外访问端口 |
+| **用户名** | `admin` | Root 管理员 |
+| **密码** | `coslight` | Secret `mongodb-secret` 中配置，生产环境请替换强密码 |
+| **存储** | `2Gi` | PVC `mongodb-data` |
+
+> **注意：** 密码存储在 `mongodb-secret.yaml` 的 `stringData` 中，生产环境应替换为强密码，并避免将明文密码提交至版本库。
+
+##### 4.5.1 等待 Pod 就绪
+
+```bash
+kubectl wait --for=condition=ready pod -l app=mongodb --timeout=120s
+```
+
+##### 4.5.2 连接验证
+
+```bash
+kubectl exec -it $(kubectl get pod -l app=mongodb -o jsonpath='{.items[0].metadata.name}') \
+  -- mongosh -u admin -p coslight --authenticationDatabase admin
+```
+
+##### 4.5.3 状态检查
+
+```bash
+kubectl get pods -l app=mongodb
+kubectl logs -l app=mongodb --tail=30
+```
+
+##### 4.5.4 清理
+
+```bash
+kubectl delete -f deploy/k8s/mongodb-service.yaml \
+               -f deploy/k8s/mongodb-statefulset.yaml \
+               -f deploy/k8s/mongodb-pvc.yaml \
+               -f deploy/k8s/mongodb-secret.yaml
+```
+
 ### 5\. 部署 ModelRT（Kubernetes）
 
 所有资源部署在 `default` 命名空间，YAML 文件位于 `deploy/k8s/`。
@@ -852,7 +954,9 @@ Mac 本地端口  ──SSH隧道──▶  Ubuntu 宿主机 (192.168.1.101)
 #### 7.2 建立隧道
 
 ```bash
-ssh -L 5671:192.168.49.2:30671 \
+ssh -L 5432:192.168.49.2:30432 \
+    -L 27017:192.168.49.2:30017 \
+    -L 5671:192.168.49.2:30671 \
     -L 15671:192.168.49.2:31671 \
     -L 6379:192.168.49.2:30001 \
     -L 4318:192.168.49.2:31318 \
@@ -866,6 +970,8 @@ ssh -L 5671:192.168.49.2:30671 \
 
 ```bash
 ssh -fN \
+    -L 5432:192.168.49.2:30432 \
+    -L 27017:192.168.49.2:30017 \
     -L 5671:192.168.49.2:30671 \
     -L 15671:192.168.49.2:31671 \
     -L 6379:192.168.49.2:30001 \
@@ -880,6 +986,8 @@ ssh -fN \
 
 | Mac 本地端口 | Minikube NodePort | 服务 | 说明 |
 | :--- | :--- | :--- | :--- |
+| `5432` | `30432` | PostgreSQL | 数据库连接 `localhost:5432` |
+| `27017` | `30017` | MongoDB | 数据库连接 `localhost:27017` |
 | `5671` | `30671` | RabbitMQ AMQP | ModelRT / EventRT 消息队列连接 |
 | `15671` | `31671` | RabbitMQ Management | RabbitMQ 管理界面 `http://localhost:15671` |
 | `6379` | `30001` | Redis | 分布式锁 / 数据存储 |

deploy/k8s/mongodb-pvc.yaml

@@ -0,0 +1,10 @@
+apiVersion: v1
+kind: PersistentVolumeClaim
+metadata:
+  name: mongodb-data
+spec:
+  accessModes:
+    - ReadWriteOnce
+  resources:
+    requests:
+      storage: 2Gi

deploy/k8s/mongodb-secret.yaml

@@ -0,0 +1,8 @@
+apiVersion: v1
+kind: Secret
+metadata:
+  name: mongodb-secret
+type: Opaque
+stringData:
+  MONGO_INITDB_ROOT_USERNAME: admin
+  MONGO_INITDB_ROOT_PASSWORD: coslight

deploy/k8s/mongodb-service.yaml

@@ -0,0 +1,15 @@
+apiVersion: v1
+kind: Service
+metadata:
+  name: mongodb
+  labels:
+    app: mongodb
+spec:
+  type: NodePort
+  selector:
+    app: mongodb
+  ports:
+    - name: mongodb
+      port: 27017
+      targetPort: 27017
+      nodePort: 30017

deploy/k8s/mongodb-statefulset.yaml

@@ -0,0 +1,61 @@
+apiVersion: apps/v1
+kind: StatefulSet
+metadata:
+  name: mongodb
+  labels:
+    app: mongodb
+spec:
+  serviceName: mongodb
+  replicas: 1
+  selector:
+    matchLabels:
+      app: mongodb
+  template:
+    metadata:
+      labels:
+        app: mongodb
+    spec:
+      containers:
+        - name: mongodb
+          image: mongo:7.0
+          imagePullPolicy: IfNotPresent
+          ports:
+            - name: mongodb
+              containerPort: 27017
+          envFrom:
+            - secretRef:
+                name: mongodb-secret
+          volumeMounts:
+            - name: mongodb-data
+              mountPath: /data/db
+          readinessProbe:
+            exec:
+              command:
+                - mongosh
+                - --eval
+                - "db.adminCommand('ping')"
+            initialDelaySeconds: 10
+            periodSeconds: 5
+            timeoutSeconds: 3
+            failureThreshold: 12
+          livenessProbe:
+            exec:
+              command:
+                - mongosh
+                - --eval
+                - "db.adminCommand('ping')"
+            initialDelaySeconds: 30
+            periodSeconds: 20
+            timeoutSeconds: 3
+            failureThreshold: 3
+          resources:
+            requests:
+              cpu: 100m
+              memory: 256Mi
+            limits:
+              cpu: 500m
+              memory: 512Mi
+      volumes:
+        - name: mongodb-data
+          persistentVolumeClaim:
+            claimName: mongodb-data

deploy/redis-test-data/real-time-subpull/sub_data_injection.go

@@ -129,9 +129,9 @@ func generateOutlierSegments(totalSize, minLength, maxLength, count int, distrib
 	segments := make([]OutlierSegment, 0, count)
 	usedPositions := make(map[int]bool)
 
-	for i := 0; i < count; i++ {
+	for range count {
 		// 尝试多次寻找合适的位置
-		for attempt := 0; attempt < 10; attempt++ {
+		for range 10 {
 			length := rand.Intn(maxLength-minLength+1) + minLength
 			start := rand.Intn(totalSize - length)
 

diagram/hash_test.go

@@ -18,7 +18,7 @@ func TestHMSet(t *testing.T) {
 		PoolSize:    50,
 		DialTimeout: 10 * time.Second,
 	})
-	params := map[string]interface{}{
+	params := map[string]any{
 		"field1": "Hello1",
 		"field2": "World1",
 		"field3": 11,

diagram/multi_branch_tree.go

@@ -53,7 +53,7 @@ func (n *MultiBranchTreeNode) FindNodeByID(id uuid.UUID) *MultiBranchTreeNode {
 }
 
 func (n *MultiBranchTreeNode) PrintTree(level int) {
-	for i := 0; i < level; i++ {
+	for range level {
 		fmt.Print("  ")
 	}
 

diagram/redis_hash.go

@@ -29,7 +29,7 @@ func NewRedisHash(ctx context.Context, hashKey string, lockLeaseTime uint64, nee
 }
 
 // SetRedisHashByMap define func of set redis hash by map struct
-func (rh *RedisHash) SetRedisHashByMap(fields map[string]interface{}) error {
+func (rh *RedisHash) SetRedisHashByMap(fields map[string]any) error {
 	err := rh.rwLocker.WLock(rh.ctx)
 	if err != nil {
 		logger.Error(rh.ctx, "lock wLock by hash_key failed", "hash_key", rh.hashKey, "error", err)
@@ -46,7 +46,7 @@ func (rh *RedisHash) SetRedisHashByMap(fields map[string]interface{}) error {
 }
 
 // SetRedisHashByKV define func of set redis hash by kv struct
-func (rh *RedisHash) SetRedisHashByKV(field string, value interface{}) error {
+func (rh *RedisHash) SetRedisHashByKV(field string, value any) error {
 	err := rh.rwLocker.WLock(rh.ctx)
 	if err != nil {
 		logger.Error(rh.ctx, "lock wLock by hash_key failed", "hash_key", rh.hashKey, "error", err)

diagram/redis_string.go

@@ -46,7 +46,7 @@ func (rs *RedisString) Get(stringKey string) (string, error) {
 }
 
 // Set define func of set the value of key
-func (rs *RedisString) Set(stringKey string, value interface{}) error {
+func (rs *RedisString) Set(stringKey string, value any) error {
 	err := rs.rwLocker.WLock(rs.ctx)
 	if err != nil {
 		logger.Error(rs.ctx, "lock wLock by stringKey failed", "string_key", stringKey, "error", err)

diagram/redis_zset.go

@@ -30,7 +30,7 @@ func NewRedisZSet(ctx context.Context, key string, lockLeaseTime uint64, needRef
 }
 
 // ZADD define func of add redis zset by members
-func (rs *RedisZSet) ZADD(setKey string, score float64, member interface{}) error {
+func (rs *RedisZSet) ZADD(setKey string, score float64, member any) error {
 	err := rs.rwLocker.WLock(rs.ctx)
 	if err != nil {
 		logger.Error(rs.ctx, "lock wLock by setKey failed", "set_key", setKey, "error", err)

diagram/topologic_set.go

@@ -12,7 +12,7 @@ var graphOverview sync.Map
 
 // PrintGrapMap define func of print circuit diagram topologic info data
 func PrintGrapMap() {
-	graphOverview.Range(func(key, value interface{}) bool {
+	graphOverview.Range(func(key, value any) bool {
 		fmt.Println(key, value)
 		return true
 	})

handler/anchor_point_replace.go

@@ -68,7 +68,7 @@ func ComponentAnchorReplaceHandler(c *gin.Context) {
 	resp := network.SuccessResponse{
 		Code: http.StatusOK,
 		Msg:  "success",
-		Payload: map[string]interface{}{
+		Payload: map[string]any{
 			"uuid": request.UUID,
 		},
 	}

handler/async_task_create_handler.go

@@ -127,7 +127,7 @@ func validatePerformanceAnalysisParams(params map[string]any) bool {
 	// Check required parameters for performance analysis
 	if componentIDs, ok := params["component_ids"]; !ok {
 		return false
-	} else if ids, isSlice := componentIDs.([]interface{}); !isSlice || len(ids) == 0 {
+	} else if ids, isSlice := componentIDs.([]any); !isSlice || len(ids) == 0 {
 		return false
 	}
 	return true

handler/attr_delete.go

@@ -41,7 +41,7 @@ func AttrDeleteHandler(c *gin.Context) {
 		c.JSON(http.StatusOK, network.FailureResponse{
 			Code:    http.StatusBadRequest,
 			Msg:     err.Error(),
-			Payload: map[string]interface{}{"attr_token": request.AttrToken},
+			Payload: map[string]any{"attr_token": request.AttrToken},
 		})
 		return
 	}
@@ -49,7 +49,7 @@ func AttrDeleteHandler(c *gin.Context) {
 	c.JSON(http.StatusOK, network.SuccessResponse{
 		Code: http.StatusOK,
 		Msg:  "success",
-		Payload: map[string]interface{}{
+		Payload: map[string]any{
 			"attr_token": request.AttrToken,
 		},
 	})

handler/attr_load.go

@@ -46,7 +46,7 @@ func AttrGetHandler(c *gin.Context) {
 		c.JSON(http.StatusOK, network.FailureResponse{
 			Code:    http.StatusBadRequest,
 			Msg:     err.Error(),
-			Payload: map[string]interface{}{"attr_token": request.AttrToken},
+			Payload: map[string]any{"attr_token": request.AttrToken},
 		})
 		return
 	}
@@ -59,7 +59,7 @@ func AttrGetHandler(c *gin.Context) {
 	c.JSON(http.StatusOK, network.SuccessResponse{
 		Code: http.StatusOK,
 		Msg:  "success",
-		Payload: map[string]interface{}{
+		Payload: map[string]any{
 			"attr_token": request.AttrToken,
 			"attr_value": attrValue,
 		},

handler/attr_update.go

@@ -43,7 +43,7 @@ func AttrSetHandler(c *gin.Context) {
 		c.JSON(http.StatusOK, network.FailureResponse{
 			Code:    http.StatusBadRequest,
 			Msg:     err.Error(),
-			Payload: map[string]interface{}{"attr_token": request.AttrToken},
+			Payload: map[string]any{"attr_token": request.AttrToken},
 		})
 		return
 	}
@@ -51,7 +51,7 @@ func AttrSetHandler(c *gin.Context) {
 	c.JSON(http.StatusOK, network.SuccessResponse{
 		Code: http.StatusOK,
 		Msg:  "success",
-		Payload: map[string]interface{}{
+		Payload: map[string]any{
 			"attr_token": request.AttrToken,
 		},
 	})

handler/circuit_diagram_create.go

@@ -37,7 +37,7 @@ func CircuitDiagramCreateHandler(c *gin.Context) {
 		resp := network.FailureResponse{
 			Code: http.StatusBadRequest,
 			Msg:  err.Error(),
-			Payload: map[string]interface{}{
+			Payload: map[string]any{
 				"page_id": request.PageID,
 			},
 		}
@@ -65,7 +65,7 @@ func CircuitDiagramCreateHandler(c *gin.Context) {
 			resp := network.FailureResponse{
 				Code: http.StatusBadRequest,
 				Msg:  err.Error(),
-				Payload: map[string]interface{}{
+				Payload: map[string]any{
 					"topologic_info": topologicLink,
 				},
 			}
@@ -89,7 +89,7 @@ func CircuitDiagramCreateHandler(c *gin.Context) {
 		resp := network.FailureResponse{
 			Code: http.StatusBadRequest,
 			Msg:  err.Error(),
-			Payload: map[string]interface{}{
+			Payload: map[string]any{
 				"topologic_infos": topologicCreateInfos,
 			},
 		}
@@ -111,7 +111,7 @@ func CircuitDiagramCreateHandler(c *gin.Context) {
 			resp := network.FailureResponse{
 				Code: http.StatusBadRequest,
 				Msg:  err.Error(),
-				Payload: map[string]interface{}{
+				Payload: map[string]any{
 					"component_infos": request.ComponentInfos,
 				},
 			}
@@ -130,7 +130,7 @@ func CircuitDiagramCreateHandler(c *gin.Context) {
 			resp := network.FailureResponse{
 				Code: http.StatusBadRequest,
 				Msg:  err.Error(),
-				Payload: map[string]interface{}{
+				Payload: map[string]any{
 					"uuid":             info.UUID,
 					"component_params": info.Params,
 				},
@@ -152,7 +152,7 @@ func CircuitDiagramCreateHandler(c *gin.Context) {
 	resp := network.SuccessResponse{
 		Code: http.StatusOK,
 		Msg:  "success",
-		Payload: map[string]interface{}{
+		Payload: map[string]any{
 			"page_id": request.PageID,
 		},
 	}

handler/circuit_diagram_delete.go

@@ -42,7 +42,7 @@ func CircuitDiagramDeleteHandler(c *gin.Context) {
 		resp := network.FailureResponse{
 			Code: http.StatusBadRequest,
 			Msg:  err.Error(),
-			Payload: map[string]interface{}{
+			Payload: map[string]any{
 				"page_id": request.PageID,
 			},
 		}
@@ -70,7 +70,7 @@ func CircuitDiagramDeleteHandler(c *gin.Context) {
 			resp := network.FailureResponse{
 				Code: http.StatusBadRequest,
 				Msg:  err.Error(),
-				Payload: map[string]interface{}{
+				Payload: map[string]any{
 					"topologic_info": topologicLink,
 				},
 			}
@@ -95,7 +95,7 @@ func CircuitDiagramDeleteHandler(c *gin.Context) {
 			resp := network.FailureResponse{
 				Code: http.StatusBadRequest,
 				Msg:  err.Error(),
-				Payload: map[string]interface{}{
+				Payload: map[string]any{
 					"topologic_info": topologicDelInfo,
 				},
 			}
@@ -112,7 +112,7 @@ func CircuitDiagramDeleteHandler(c *gin.Context) {
 			resp := network.FailureResponse{
 				Code: http.StatusBadRequest,
 				Msg:  err.Error(),
-				Payload: map[string]interface{}{
+				Payload: map[string]any{
 					"topologic_info": topologicDelInfo,
 				},
 			}
@@ -138,7 +138,7 @@ func CircuitDiagramDeleteHandler(c *gin.Context) {
 			resp := network.FailureResponse{
 				Code: http.StatusBadRequest,
 				Msg:  err.Error(),
-				Payload: map[string]interface{}{
+				Payload: map[string]any{
 					"uuid": componentInfo.UUID,
 				},
 			}
@@ -162,7 +162,7 @@ func CircuitDiagramDeleteHandler(c *gin.Context) {
 			resp := network.FailureResponse{
 				Code: http.StatusBadRequest,
 				Msg:  err.Error(),
-				Payload: map[string]interface{}{
+				Payload: map[string]any{
 					"uuid": componentInfo.UUID,
 				},
 			}
@@ -184,7 +184,7 @@ func CircuitDiagramDeleteHandler(c *gin.Context) {
 			resp := network.FailureResponse{
 				Code: http.StatusBadRequest,
 				Msg:  err.Error(),
-				Payload: map[string]interface{}{
+				Payload: map[string]any{
 					"uuid": componentInfo.UUID,
 				},
 			}
@@ -205,7 +205,7 @@ func CircuitDiagramDeleteHandler(c *gin.Context) {
 	resp := network.SuccessResponse{
 		Code: http.StatusOK,
 		Msg:  "success",
-		Payload: map[string]interface{}{
+		Payload: map[string]any{
 			"page_id": request.PageID,
 		},
 	}

handler/circuit_diagram_load.go

@@ -33,7 +33,7 @@ func CircuitDiagramLoadHandler(c *gin.Context) {
 		resp := network.FailureResponse{
 			Code: http.StatusBadRequest,
 			Msg:  err.Error(),
-			Payload: map[string]interface{}{
+			Payload: map[string]any{
 				"page_id": pageID,
 			},
 		}
@@ -48,14 +48,14 @@ func CircuitDiagramLoadHandler(c *gin.Context) {
 		resp := network.FailureResponse{
 			Code: http.StatusBadRequest,
 			Msg:  err.Error(),
-			Payload: map[string]interface{}{
+			Payload: map[string]any{
 				"page_id": pageID,
 			},
 		}
 		c.JSON(http.StatusOK, resp)
 		return
 	}
-	payload := make(map[string]interface{})
+	payload := make(map[string]any)
 	payload["root_vertex"] = topologicInfo.RootVertex
 	payload["topologic"] = topologicInfo.VerticeLinks
 
@@ -69,7 +69,7 @@ func CircuitDiagramLoadHandler(c *gin.Context) {
 				resp := network.FailureResponse{
 					Code: http.StatusBadRequest,
 					Msg:  err.Error(),
-					Payload: map[string]interface{}{
+					Payload: map[string]any{
 						"uuid": componentUUID,
 					},
 				}
@@ -84,7 +84,7 @@ func CircuitDiagramLoadHandler(c *gin.Context) {
 				resp := network.FailureResponse{
 					Code: http.StatusBadRequest,
 					Msg:  err.Error(),
-					Payload: map[string]interface{}{
+					Payload: map[string]any{
 						"uuid": componentUUID,
 					},
 				}
@@ -103,7 +103,7 @@ func CircuitDiagramLoadHandler(c *gin.Context) {
 		resp := network.FailureResponse{
 			Code: http.StatusBadRequest,
 			Msg:  err.Error(),
-			Payload: map[string]interface{}{
+			Payload: map[string]any{
 				"uuid": topologicInfo.RootVertex,
 			},
 		}
@@ -118,7 +118,7 @@ func CircuitDiagramLoadHandler(c *gin.Context) {
 		resp := network.FailureResponse{
 			Code: http.StatusBadRequest,
 			Msg:  err.Error(),
-			Payload: map[string]interface{}{
+			Payload: map[string]any{
 				"uuid": rootVertexUUID,
 			},
 		}

handler/circuit_diagram_update.go

@@ -35,7 +35,7 @@ func CircuitDiagramUpdateHandler(c *gin.Context) {
 		resp := network.FailureResponse{
 			Code: http.StatusBadRequest,
 			Msg:  err.Error(),
-			Payload: map[string]interface{}{
+			Payload: map[string]any{
 				"page_id": request.PageID,
 			},
 		}
@@ -52,7 +52,7 @@ func CircuitDiagramUpdateHandler(c *gin.Context) {
 			resp := network.FailureResponse{
 				Code: http.StatusBadRequest,
 				Msg:  err.Error(),
-				Payload: map[string]interface{}{
+				Payload: map[string]any{
 					"topologic_info": topologicLink,
 				},
 			}
@@ -75,7 +75,7 @@ func CircuitDiagramUpdateHandler(c *gin.Context) {
 			resp := network.FailureResponse{
 				Code: http.StatusBadRequest,
 				Msg:  err.Error(),
-				Payload: map[string]interface{}{
+				Payload: map[string]any{
 					"topologic_info": topologicChangeInfo,
 				},
 			}
@@ -92,7 +92,7 @@ func CircuitDiagramUpdateHandler(c *gin.Context) {
 			resp := network.FailureResponse{
 				Code: http.StatusBadRequest,
 				Msg:  err.Error(),
-				Payload: map[string]interface{}{
+				Payload: map[string]any{
 					"topologic_info": topologicChangeInfo,
 				},
 			}
@@ -109,7 +109,7 @@ func CircuitDiagramUpdateHandler(c *gin.Context) {
 			resp := network.FailureResponse{
 				Code: http.StatusBadRequest,
 				Msg:  err.Error(),
-				Payload: map[string]interface{}{
+				Payload: map[string]any{
 					"page_id":        request.PageID,
 					"component_info": request.ComponentInfos,
 				},
@@ -129,7 +129,7 @@ func CircuitDiagramUpdateHandler(c *gin.Context) {
 			resp := network.FailureResponse{
 				Code: http.StatusBadRequest,
 				Msg:  err.Error(),
-				Payload: map[string]interface{}{
+				Payload: map[string]any{
 					"uuid":             info.UUID,
 					"component_params": info.Params,
 				},
@@ -152,7 +152,7 @@ func CircuitDiagramUpdateHandler(c *gin.Context) {
 	resp := network.SuccessResponse{
 		Code: http.StatusOK,
 		Msg:  "success",
-		Payload: map[string]interface{}{
+		Payload: map[string]any{
 			"page_id": request.PageID,
 		},
 	}

handler/history_data_query.go

@@ -50,7 +50,7 @@ func QueryHistoryDataHandler(c *gin.Context) {
 	resp := network.SuccessResponse{
 		Code: http.StatusOK,
 		Msg:  "success",
-		Payload: map[string]interface{}{
+		Payload: map[string]any{
 			"events": events,
 		},
 	}

handler/real_time_data_receive.go

@@ -64,7 +64,7 @@ func RealTimeDataReceivehandler(c *gin.Context) {
 
 		realtimedata.RealTimeDataChan <- request
 
-		payload := map[string]interface{}{
+		payload := map[string]any{
 			"component_uuid": request.PayLoad.ComponentUUID,
 			"point":          request.PayLoad.Point,
 		}
@@ -82,8 +82,8 @@ func RealTimeDataReceivehandler(c *gin.Context) {
 	}
 }
 
-func processResponse(code int64, msg string, payload map[string]interface{}) []byte {
-	resp := map[string]interface{}{
+func processResponse(code int64, msg string, payload map[string]any) []byte {
+	resp := map[string]any{
 		"code":    code,
 		"msg":     msg,
 		"payload": payload,

logger/loki_syncer.go

@@ -6,6 +6,7 @@ import (
 	"context"
 	"encoding/json"
 	"fmt"
+	"maps"
 	"net/http"
 	"os"
 	"strconv"
@@ -39,9 +40,7 @@ type lokiSyncer struct {
 func newLokiSyncer(lCfg config.LokiConfig) *lokiSyncer {
 	// always tag development logs with env=development; caller-supplied labels override if needed
 	labels := map[string]string{"env": "development"}
-	for k, v := range lCfg.Labels {
-		labels[k] = v
-	}
+	maps.Copy(labels, lCfg.Labels)
 	ls := &lokiSyncer{
 		endpoint: lCfg.Endpoint + "/loki/api/v1/push",
 		labels:   labels,

middleware/trace.go

@@ -139,7 +139,7 @@ func LogAccess() gin.HandlerFunc {
 	}
 }
 
-func accessLog(c *gin.Context, accessType string, dur time.Duration, body []byte, dataOut interface{}) {
+func accessLog(c *gin.Context, accessType string, dur time.Duration, body []byte, dataOut any) {
 	req := c.Request
 	bodyStr := string(body)
 	query := req.URL.RawQuery

model/attribute_model.go

@@ -11,7 +11,7 @@ type AttrModelInterface interface {
 	GetZoneInfo() *orm.Zone
 	GetStationInfo() *orm.Station
 	GetComponentInfo() *orm.Component
-	GetAttrValue() interface{} // New method to get the attribute value
+	GetAttrValue() any // New method to get the attribute value
 	IsLocal() bool
 }
 

network/api_endpoint.go

@@ -77,7 +77,7 @@ func PollAPIEndpoints(endpoint APIEndpoint) ([]float64, error) {
 	}
 
 	dataLen := len(realDataJSON.Get("data").MustArray())
-	for i := 0; i < dataLen; i++ {
+	for i := range dataLen {
 		valueSlice = append(valueSlice, realDataJSON.Get("data").GetIndex(i).Get("value").MustFloat64())
 	}
 	return valueSlice, nil

network/async_task_request.go

@@ -13,7 +13,7 @@ type AsyncTaskCreateRequest struct {
 	// enum: TOPOLOGY_ANALYSIS, PERFORMANCE_ANALYSIS, EVENT_ANALYSIS, BATCH_IMPORT
 	TaskType string `json:"task_type" example:"TOPOLOGY_ANALYSIS" description:"异步任务类型"`
 	// required: true
-	Params map[string]interface{} `json:"params" swaggertype:"object" description:"任务参数，根据任务类型不同而不同"`
+	Params map[string]any `json:"params" swaggertype:"object" description:"任务参数，根据任务类型不同而不同"`
 }
 
 // AsyncTaskCreateResponse defines the response structure for creating an asynchronous task
@@ -29,16 +29,16 @@ type AsyncTaskResultQueryRequest struct {
 
 // AsyncTaskResult defines the structure for a single task result
 type AsyncTaskResult struct {
-	TaskID       uuid.UUID              `json:"task_id" example:"123e4567-e89b-12d3-a456-426614174000" description:"任务唯一标识符"`
-	TaskType     string                 `json:"task_type" example:"TOPOLOGY_ANALYSIS" description:"任务类型"`
-	Status       string                 `json:"status" example:"COMPLETED" description:"任务状态：SUBMITTED, RUNNING, COMPLETED, FAILED"`
-	Progress     *int                   `json:"progress,omitempty" example:"65" description:"任务进度(0-100)，仅当状态为RUNNING时返回"`
-	CreatedAt    int64                  `json:"created_at" example:"1741846200" description:"任务创建时间戳"`
-	FinishedAt   *int64                 `json:"finished_at,omitempty" example:"1741846205" description:"任务完成时间戳，仅当状态为COMPLETED或FAILED时返回"`
-	Result       map[string]interface{} `json:"result,omitempty" swaggertype:"object" description:"任务结果，仅当状态为COMPLETED时返回"`
-	ErrorCode    *int                   `json:"error_code,omitempty" example:"400102" description:"错误码，仅当状态为FAILED时返回"`
-	ErrorMessage *string                `json:"error_message,omitempty" example:"Component UUID not found" description:"错误信息，仅当状态为FAILED时返回"`
-	ErrorDetail  map[string]interface{} `json:"error_detail,omitempty" swaggertype:"object" description:"错误详情，仅当状态为FAILED时返回"`
+	TaskID       uuid.UUID      `json:"task_id" example:"123e4567-e89b-12d3-a456-426614174000" description:"任务唯一标识符"`
+	TaskType     string         `json:"task_type" example:"TOPOLOGY_ANALYSIS" description:"任务类型"`
+	Status       string         `json:"status" example:"COMPLETED" description:"任务状态：SUBMITTED, RUNNING, COMPLETED, FAILED"`
+	Progress     *int           `json:"progress,omitempty" example:"65" description:"任务进度(0-100)，仅当状态为RUNNING时返回"`
+	CreatedAt    int64          `json:"created_at" example:"1741846200" description:"任务创建时间戳"`
+	FinishedAt   *int64         `json:"finished_at,omitempty" example:"1741846205" description:"任务完成时间戳，仅当状态为COMPLETED或FAILED时返回"`
+	Result       map[string]any `json:"result,omitempty" swaggertype:"object" description:"任务结果，仅当状态为COMPLETED时返回"`
+	ErrorCode    *int           `json:"error_code,omitempty" example:"400102" description:"错误码，仅当状态为FAILED时返回"`
+	ErrorMessage *string        `json:"error_message,omitempty" example:"Component UUID not found" description:"错误信息，仅当状态为FAILED时返回"`
+	ErrorDetail  map[string]any `json:"error_detail,omitempty" swaggertype:"object" description:"错误详情，仅当状态为FAILED时返回"`
 }
 
 // AsyncTaskResultQueryResponse defines the response structure for querying task results

network/attr_request.go

@@ -8,8 +8,8 @@ type AttrGetRequest struct {
 
 // AttrSetRequest defines the request payload for setting an attribute
 type AttrSetRequest struct {
-	AttrToken string      `json:"attr_token"`
-	AttrValue interface{} `json:"attr_value"`
+	AttrToken string `json:"attr_token"`
+	AttrValue any    `json:"attr_value"`
 }
 
 // AttrDeleteRequest defines the request payload for deleting an attribute

network/request_convert.go

@@ -8,7 +8,7 @@ import (
 )
 
 // ConvertAnyComponentInfosToComponents define convert any component request info to component struct
-func ConvertAnyComponentInfosToComponents(anyInfo interface{}) (*orm.Component, error) {
+func ConvertAnyComponentInfosToComponents(anyInfo any) (*orm.Component, error) {
 	switch info := anyInfo.(type) {
 	case ComponentCreateInfo:
 		return ConvertComponentCreateInfosToComponents(info)

pool/concurrency_anchor_parse.go

@@ -28,7 +28,7 @@ func AnchorPoolInit(concurrentQuantity int) (pool *ants.PoolWithFunc, err error)
 }
 
 // AnchorFunc defines func that process the real time data of component anchor params
-var AnchorFunc = func(poolConfig interface{}) {
+var AnchorFunc = func(poolConfig any) {
 	var firstStart bool
 	alertManager := alert.GetAlertMangerInstance()
 

pool/concurrency_model_parse.go

@@ -12,7 +12,7 @@ import (
 )
 
 // ParseFunc defines func that parses the model data from postgres
-var ParseFunc = func(parseConfig interface{}) {
+var ParseFunc = func(parseConfig any) {
 	modelParseConfig, ok := parseConfig.(config.ModelParseConfig)
 	if !ok {
 		logger.Error(modelParseConfig.Ctx, "conversion model parse config type failed")

real-time-data/cache.go

@@ -10,7 +10,7 @@ import (
 
 // DataItem define structure for storing data, insertion time, and last access time
 type DataItem struct {
-	Data       interface{}
+	Data       any
 	InsertTime time.Time
 	LastAccess time.Time
 	Index      int
@@ -38,14 +38,14 @@ func (pq priorityQueue) Swap(i, j int) {
 	pq[j].item.Index = j
 }
 
-func (pq *priorityQueue) Push(x interface{}) {
+func (pq *priorityQueue) Push(x any) {
 	n := len(*pq)
 	queueItem := x.(*priorityQueueItem)
 	queueItem.item.Index = n
 	*pq = append(*pq, queueItem)
 }
 
-func (pq *priorityQueue) Pop() interface{} {
+func (pq *priorityQueue) Pop() any {
 	old := *pq
 	n := len(old)
 	queueItem := old[n-1]
@@ -65,7 +65,7 @@ func (pq *priorityQueue) update(item *DataItem, newPrio int64) {
 type TimeCache struct {
 	mu       sync.Mutex
 	capacity int
-	items    map[interface{}]*DataItem
+	items    map[any]*DataItem
 	pq       priorityQueue
 }
 
@@ -73,13 +73,13 @@ type TimeCache struct {
 func NewTimeCache(capacity int) *TimeCache {
 	return &TimeCache{
 		capacity: capacity,
-		items:    make(map[interface{}]*DataItem),
+		items:    make(map[any]*DataItem),
 		pq:       make(priorityQueue, 0, capacity),
 	}
 }
 
 // Add 添加一个新项到缓存中
-func (tc *TimeCache) Add(data interface{}) {
+func (tc *TimeCache) Add(data any) {
 	tc.mu.Lock()
 	defer tc.mu.Unlock()
 

task/base_task.go

@@ -13,8 +13,8 @@ import (
 type Params interface {
 	Validate() error
 	GetType() UnifiedTaskType
-	ToMap() map[string]interface{}
-	FromMap(params map[string]interface{}) error
+	ToMap() map[string]any
+	FromMap(params map[string]any) error
 }
 
 // BaseTask provides common functionality for all task implementations

task/retry_manager.go

@@ -22,10 +22,10 @@ type RetryStrategy interface {
 
 // ExponentialBackoffRetry implements exponential backoff with jitter retry strategy
 type ExponentialBackoffRetry struct {
-	MaxRetries      int
-	InitialDelay    time.Duration
-	MaxDelay        time.Duration
-	RandomFactor    float64 // Jitter factor to avoid thundering herd problem
+	MaxRetries   int
+	InitialDelay time.Duration
+	MaxDelay     time.Duration
+	RandomFactor float64 // Jitter factor to avoid thundering herd problem
 }
 
 // NewExponentialBackoffRetry creates a new exponential backoff retry strategy
@@ -67,12 +67,9 @@ func (s *ExponentialBackoffRetry) ShouldRetry(ctx context.Context, taskID string
 	}
 
 	// Calculate exponential backoff: initialDelay * 2^retryCount
-	delay := s.InitialDelay * time.Duration(math.Pow(2, float64(retryCount)))
-
-	// Apply maximum delay cap
-	if delay > s.MaxDelay {
-		delay = s.MaxDelay
-	}
+	delay := min(
+		// Apply maximum delay cap
+		s.InitialDelay*time.Duration(math.Pow(2, float64(retryCount))), s.MaxDelay)
 
 	// Add jitter to avoid thundering herd
 	if s.RandomFactor > 0 {
@@ -178,10 +175,10 @@ func (s *NoRetryStrategy) GetMaxRetries() int {
 // DefaultRetryStrategy returns the default retry strategy (exponential backoff)
 func DefaultRetryStrategy() RetryStrategy {
 	return NewExponentialBackoffRetry(
-		constants.TaskRetryMaxDefault,                    // max retries
-		constants.TaskRetryInitialDelayDefault,             // initial delay
-		constants.TaskRetryMaxDelayDefault,                 // max delay
-		constants.TaskRetryRandomFactorDefault,               // random factor (10% jitter)
+		constants.TaskRetryMaxDefault,          // max retries
+		constants.TaskRetryInitialDelayDefault, // initial delay
+		constants.TaskRetryMaxDelayDefault,     // max delay
+		constants.TaskRetryRandomFactorDefault, // random factor (10% jitter)
 	)
 }
 

task/test_task.go

@@ -45,15 +45,15 @@ func (p *TestTaskParams) GetType() UnifiedTaskType {
 }
 
 // ToMap converts parameters to map for database storage
-func (p *TestTaskParams) ToMap() map[string]interface{} {
-	return map[string]interface{}{
+func (p *TestTaskParams) ToMap() map[string]any {
+	return map[string]any{
 		"sleep_duration": p.SleepDuration,
 		"message":        p.Message,
 	}
 }
 
 // FromMap populates parameters from map (for database retrieval)
-func (p *TestTaskParams) FromMap(params map[string]interface{}) error {
+func (p *TestTaskParams) FromMap(params map[string]any) error {
 	if v, ok := params["sleep_duration"]; ok {
 		if duration, isFloat := v.(float64); isFloat {
 			p.SleepDuration = int(duration)
@@ -103,7 +103,7 @@ func (t *TestTask) Execute(ctx context.Context, taskID uuid.UUID, db *gorm.DB) e
 	time.Sleep(sleepDuration)
 
 	// Build result
-	result := map[string]interface{}{
+	result := map[string]any{
 		"status":         "completed",
 		"sleep_duration": params.SleepDuration,
 		"message":        params.Message,

task/worker.go

@@ -5,6 +5,7 @@ import (
 	"context"
 	"encoding/json"
 	"fmt"
+	"maps"
 	"sync"
 	"time"
 
@@ -565,24 +566,16 @@ func (w *TaskWorker) GetMetrics() *WorkerMetrics {
 
 	// Deep copy maps to avoid data races
 	tasksProcessedCopy := make(map[TaskType]int64)
-	for k, v := range w.metrics.TasksProcessed {
-		tasksProcessedCopy[k] = v
-	}
+	maps.Copy(tasksProcessedCopy, w.metrics.TasksProcessed)
 
 	tasksFailedCopy := make(map[TaskType]int64)
-	for k, v := range w.metrics.TasksFailed {
-		tasksFailedCopy[k] = v
-	}
+	maps.Copy(tasksFailedCopy, w.metrics.TasksFailed)
 
 	tasksSuccessCopy := make(map[TaskType]int64)
-	for k, v := range w.metrics.TasksSuccess {
-		tasksSuccessCopy[k] = v
-	}
+	maps.Copy(tasksSuccessCopy, w.metrics.TasksSuccess)
 
 	processingTimeCopy := make(map[TaskType]time.Duration)
-	for k, v := range w.metrics.ProcessingTime {
-		processingTimeCopy[k] = v
-	}
+	maps.Copy(processingTimeCopy, w.metrics.ProcessingTime)
 
 	// Create a copy without the mutex to avoid copylocks warning
 	return &WorkerMetrics{