diff --git a/config/kis_func_config.go b/config/kis_func_config.go
index 9421ebe..53dbde9 100644
--- a/config/kis_func_config.go
+++ b/config/kis_func_config.go
@@ -46,7 +46,7 @@ func NewFuncConfig(
 			Name: "unNamedSource",
 		}
 		source = &defaultSource
-		log.Logger().InfoF("funcName NewConfig source is nil, funcName = %s, use default unNamed Source.", funcName)
+		log.Logger().InfoF("funcName NewConfig source is nil, use default unNamed Source.", "funcName", funcName)
 	}
 	config.Source = *source
 
diff --git a/flow/kis_flow.go b/flow/kis_flow.go
index 1ca0099..7e408f9 100644
--- a/flow/kis_flow.go
+++ b/flow/kis_flow.go
@@ -97,8 +97,8 @@ func (flow *KisFlow) Fork(ctx context.Context) kis.Flow {
 		}
 	}
 
-	log.Logger().DebugFX(ctx, "=====>Flow Fork, oldFlow.funcParams = %+v\n", flow.funcParams)
-	log.Logger().DebugFX(ctx, "=====>Flow Fork, newFlow.funcParams = %+v\n", newFlow.GetFuncParamsAllFuncs())
+	log.Logger().DebugFX(ctx, "=====>Flow Fork, ", "oldFlow.funcParams", flow.funcParams)
+	log.Logger().DebugFX(ctx, "=====>Flow Fork, ", "newFlow.funcParams", newFlow.GetFuncParamsAllFuncs())
 
 	return newFlow
 }
@@ -257,7 +257,7 @@ func (flow *KisFlow) Run(ctx context.Context) error {
 
 		// 得到当前Function要处理与的源数据
 		if inputData, err := flow.getCurData(); err != nil {
-			log.Logger().ErrorFX(ctx, "flow.Run(): getCurData err = %s\n", err.Error())
+			log.Logger().ErrorFX(ctx, "flow.Run(): getCurData", "err", err.Error())
 			return err
 		} else {
 			flow.inPut = inputData
@@ -346,7 +346,7 @@ func (flow *KisFlow) GetFuncConfigByName(funcName string) *config.KisFuncConfig
 	if f, ok := flow.Funcs[funcName]; ok {
 		return f.GetConfig()
 	} else {
-		log.Logger().ErrorF("GetFuncConfigByName(): Function %s not found", funcName)
+		log.Logger().ErrorF("GetFuncConfigByName(): Function not found", "FunctionName", funcName)
 		return nil
 	}
 }
diff --git a/flow/kis_flow_data.go b/flow/kis_flow_data.go
index df55d10..361966e 100644
--- a/flow/kis_flow_data.go
+++ b/flow/kis_flow_data.go
@@ -69,11 +69,11 @@ func (flow *KisFlow) commitSrcData(ctx context.Context) error {
 		// 统计数据总量 Metrics.DataTota 指标累计加1
 		metrics.Metrics.DataTotal.Add(float64(dataCnt))
 
-		//统计当前Flow数量指标
+		// 统计当前Flow数量指标
 		metrics.Metrics.FlowDataTotal.WithLabelValues(flow.Name).Add(float64(dataCnt))
 	}
 
-	log.Logger().DebugFX(ctx, "====> After CommitSrcData, flow_name = %s, flow_id = %s\nAll Level Data =\n %+v\n", flow.Name, flow.Id, flow.data)
+	log.Logger().DebugFX(ctx, "====> After CommitSrcData", "flow_name", flow.Name, "flow_id", flow.Id, "All Level Data", flow.data)
 
 	return nil
 }
@@ -106,7 +106,7 @@ func (flow *KisFlow) commitReuseData(ctx context.Context) error {
 	// 清空缓冲Buf (如果是ReuseData选项，那么提交的全部数据，都将不会携带到下一层)
 	flow.buffer = flow.buffer[0:0]
 
-	log.Logger().DebugFX(ctx, " ====> After commitReuseData, flow_name = %s, flow_id = %s\nAll Level Data =\n %+v\n", flow.Name, flow.Id, flow.data)
+	log.Logger().DebugFX(ctx, " ====> After commitReuseData", "flow_name", flow.Name, "flow_id", flow.Id, "All Level Data", flow.data)
 
 	return nil
 }
@@ -122,12 +122,12 @@ func (flow *KisFlow) commitVoidData(ctx context.Context) error {
 	// 将本层计算的缓冲数据提交到本层结果数据中
 	flow.data[flow.ThisFunctionId] = batch
 
-	log.Logger().DebugFX(ctx, " ====> After commitVoidData, flow_name = %s, flow_id = %s\nAll Level Data =\n %+v\n", flow.Name, flow.Id, flow.data)
+	log.Logger().DebugFX(ctx, " ====> After commitVoidData", "flow_name", flow.Name, "flow_id", flow.Id, "All Level Data", flow.data)
 
 	return nil
 }
 
-//commitCurData 提交Flow当前执行Function的结果数据
+// commitCurData 提交Flow当前执行Function的结果数据
 func (flow *KisFlow) commitCurData(ctx context.Context) error {
 
 	// 判断本层计算是否有结果数据,如果没有则退出本次Flow Run循环
@@ -150,7 +150,7 @@ func (flow *KisFlow) commitCurData(ctx context.Context) error {
 	// 清空缓冲Buf
 	flow.buffer = flow.buffer[0:0]
 
-	log.Logger().DebugFX(ctx, " ====> After commitCurData, flow_name = %s, flow_id = %s\nAll Level Data =\n %+v\n", flow.Name, flow.Id, flow.data)
+	log.Logger().DebugFX(ctx, " ====> After commitCurData", "flow_name", flow.Name, "flow_id", flow.Id, "All Level Data", flow.data)
 
 	return nil
 }
diff --git a/function/kis_function_c.go b/function/kis_function_c.go
index 9da4b1e..3c3baab 100644
--- a/function/kis_function_c.go
+++ b/function/kis_function_c.go
@@ -20,11 +20,11 @@ func NewKisFunctionC() kis.Function {
 }
 
 func (f *KisFunctionC) Call(ctx context.Context, flow kis.Flow) error {
-	log.Logger().DebugF("KisFunctionC, flow = %+v\n", flow)
+	log.Logger().DebugF("KisFunctionC", "flow", flow)
 
 	// 通过KisPool 路由到具体的执行计算Function中
 	if err := kis.Pool().CallFunction(ctx, f.Config.FName, flow); err != nil {
-		log.Logger().ErrorFX(ctx, "Function Called Error err = %s\n", err)
+		log.Logger().ErrorFX(ctx, "Function Called Error", "err", err)
 		return err
 	}
 
diff --git a/function/kis_function_e.go b/function/kis_function_e.go
index 5159aaa..2f8aace 100644
--- a/function/kis_function_e.go
+++ b/function/kis_function_e.go
@@ -20,11 +20,11 @@ func NewKisFunctionE() kis.Function {
 }
 
 func (f *KisFunctionE) Call(ctx context.Context, flow kis.Flow) error {
-	log.Logger().DebugF("KisFunctionE, flow = %+v\n", flow)
+	log.Logger().DebugF("KisFunctionE", "flow", flow)
 
 	// 通过KisPool 路由到具体的执行计算Function中
 	if err := kis.Pool().CallFunction(ctx, f.Config.FName, flow); err != nil {
-		log.Logger().ErrorFX(ctx, "Function Called Error err = %s\n", err)
+		log.Logger().ErrorFX(ctx, "Function Called Error", "err", err)
 		return err
 	}
 
diff --git a/function/kis_function_l.go b/function/kis_function_l.go
index 24e87ac..ec6edb5 100644
--- a/function/kis_function_l.go
+++ b/function/kis_function_l.go
@@ -20,11 +20,11 @@ func NewKisFunctionL() kis.Function {
 }
 
 func (f *KisFunctionL) Call(ctx context.Context, flow kis.Flow) error {
-	log.Logger().DebugF("KisFunctionL, flow = %+v\n", flow)
+	log.Logger().DebugF("KisFunctionL", "flow", flow)
 
 	// 通过KisPool 路由到具体的执行计算Function中
 	if err := kis.Pool().CallFunction(ctx, f.Config.FName, flow); err != nil {
-		log.Logger().ErrorFX(ctx, "Function Called Error err = %s\n", err)
+		log.Logger().ErrorFX(ctx, "Function Called Error", "err", err)
 		return err
 	}
 
diff --git a/function/kis_function_s.go b/function/kis_function_s.go
index d8e4ef5..5afdc30 100644
--- a/function/kis_function_s.go
+++ b/function/kis_function_s.go
@@ -20,11 +20,11 @@ func NewKisFunctionS() kis.Function {
 }
 
 func (f *KisFunctionS) Call(ctx context.Context, flow kis.Flow) error {
-	log.Logger().DebugF("KisFunctionS, flow = %+v\n", flow)
+	log.Logger().DebugF("KisFunctionS", "flow", flow)
 
 	// 通过KisPool 路由到具体的执行计算Function中
 	if err := kis.Pool().CallFunction(ctx, f.Config.FName, flow); err != nil {
-		log.Logger().ErrorFX(ctx, "Function Called Error err = %s\n", err)
+		log.Logger().ErrorFX(ctx, "Function Called Error", "err", err)
 		return err
 	}
 
diff --git a/function/kis_function_v.go b/function/kis_function_v.go
index a661534..3e10b02 100644
--- a/function/kis_function_v.go
+++ b/function/kis_function_v.go
@@ -20,11 +20,11 @@ func NewKisFunctionV() kis.Function {
 }
 
 func (f *KisFunctionV) Call(ctx context.Context, flow kis.Flow) error {
-	log.Logger().DebugF("KisFunctionV, flow = %+v\n", flow)
+	log.Logger().DebugF("KisFunctionV", "flow", flow)
 
 	// 通过KisPool 路由到具体的执行计算Function中
 	if err := kis.Pool().CallFunction(ctx, f.Config.FName, flow); err != nil {
-		log.Logger().ErrorFX(ctx, "Function Called Error err = %s\n", err)
+		log.Logger().ErrorFX(ctx, "Function Called Error", "err", err)
 		return err
 	}
 
diff --git a/kis/pool.go b/kis/pool.go
index 3607b80..bd42f95 100644
--- a/kis/pool.go
+++ b/kis/pool.go
@@ -33,7 +33,7 @@ var _pool *kisPool
 // Pool 单例构造
 func Pool() *kisPool {
 	_poolOnce.Do(func() {
-		//创建kisPool对象
+		// 创建kisPool对象
 		_pool = new(kisPool)
 
 		// fnRouter初始化
@@ -61,7 +61,7 @@ func (pool *kisPool) AddFlow(name string, flow Flow) {
 		panic(errString)
 	}
 
-	log.Logger().InfoF("Add FlowRouter FlowName=%s", name)
+	log.Logger().InfoF("Add FlowRouter", "FlowName", name)
 }
 
 func (pool *kisPool) GetFlow(name string) Flow {
@@ -95,7 +95,7 @@ func (pool *kisPool) FaaS(fnName string, f FaaS) {
 		panic(errString)
 	}
 
-	log.Logger().InfoF("Add KisPool FuncName=%s", fnName)
+	log.Logger().InfoF("Add KisPool", "FuncName", fnName)
 }
 
 // CallFunction 调度 Function
@@ -127,7 +127,7 @@ func (pool *kisPool) CallFunction(ctx context.Context, fnName string, flow Flow)
 				// 将flow.Input()中的原始数据，反序列化为argType类型的数据
 				value, err := funcDesc.Serialize.UnMarshal(flow.Input(), argType)
 				if err != nil {
-					log.Logger().ErrorFX(ctx, "funcDesc.Serialize.DecodeParam err=%v", err)
+					log.Logger().ErrorFX(ctx, "funcDesc.Serialize.DecodeParam", "err", err)
 				} else {
 					params = append(params, value)
 					continue
@@ -153,7 +153,7 @@ func (pool *kisPool) CallFunction(ctx context.Context, fnName string, flow Flow)
 
 	}
 
-	log.Logger().ErrorFX(ctx, "FuncName: %s Can not find in KisPool, Not Added.\n", fnName)
+	log.Logger().ErrorFX(ctx, "FuncName: Can not find in KisPool, Not Added.", "FuncName", fnName)
 
 	return errors.New("FuncName: " + fnName + " Can not find in NsPool, Not Added.")
 }
@@ -170,7 +170,7 @@ func (pool *kisPool) CaaSInit(cname string, c ConnInit) {
 		panic(errString)
 	}
 
-	log.Logger().InfoF("Add KisPool CaaSInit CName=%s", cname)
+	log.Logger().InfoF("Add KisPool CaaSInit", "CName", cname)
 }
 
 // CallConnInit 调度 ConnInit
@@ -193,10 +193,10 @@ func (pool *kisPool) CaaS(cname string, fname string, mode common.KisMode, c Caa
 	defer pool.cLock.Unlock()
 
 	if _, ok := pool.cTree[cname]; !ok {
-		//cid 首次注册，不存在，创建二级树NsConnSL
+		// cid 首次注册，不存在，创建二级树NsConnSL
 		pool.cTree[cname] = make(connSL)
 
-		//初始化各类型FunctionMode
+		// 初始化各类型FunctionMode
 		pool.cTree[cname][common.S] = make(connFuncRouter)
 		pool.cTree[cname][common.L] = make(connFuncRouter)
 	}
@@ -208,7 +208,7 @@ func (pool *kisPool) CaaS(cname string, fname string, mode common.KisMode, c Caa
 		panic(errString)
 	}
 
-	log.Logger().InfoF("Add KisPool CaaS CName=%s, FName=%s, Mode =%s", cname, fname, mode)
+	log.Logger().InfoF("Add KisPool CaaS", "CName", cname, "FName", fname, "Mode", mode)
 }
 
 // CallConnector 调度 Connector
@@ -223,7 +223,7 @@ func (pool *kisPool) CallConnector(ctx context.Context, flow Flow, conn Connecto
 		return callback(ctx, conn, fn, flow, args)
 	}
 
-	log.Logger().ErrorFX(ctx, "CName:%s FName:%s mode:%s Can not find in KisPool, Not Added.\n", conn.GetName(), fnConf.FName, mode)
+	log.Logger().ErrorFX(ctx, "Can not find in KisPool, Not Added.", "CName", conn.GetName(), " FName", fnConf.FName, "mode", mode)
 
 	return nil, errors.New(fmt.Sprintf("CName:%s FName:%s mode:%s Can not find in KisPool, Not Added.", conn.GetName(), fnConf.FName, mode))
 }
diff --git a/metrics/kis_metrics.go b/metrics/kis_metrics.go
index de8a525..248f909 100644
--- a/metrics/kis_metrics.go
+++ b/metrics/kis_metrics.go
@@ -34,9 +34,9 @@ func RunMetricsService(serverAddr string) error {
 	http.Handle(common.METRICS_ROUTE, promhttp.Handler())
 
 	// 启动HttpServer
-	err := http.ListenAndServe(serverAddr, nil) //多个进程不可监听同一个端口
+	err := http.ListenAndServe(serverAddr, nil) // 多个进程不可监听同一个端口
 	if err != nil {
-		log.Logger().ErrorF("RunMetricsService err = %s\n", err)
+		log.Logger().ErrorF("RunMetricsService", "err", err)
 	}
 
 	return err
@@ -67,7 +67,7 @@ func InitMetrics() {
 			Name: common.GANGE_FLOW_SCHE_CNTS_NAME,
 			Help: common.GANGE_FLOW_SCHE_CNTS_HELP,
 		},
-		//标签名称
+		// 标签名称
 		[]string{common.LABEL_FLOW_NAME},
 	)
 
@@ -77,7 +77,7 @@ func InitMetrics() {
 			Name: common.GANGE_FUNC_SCHE_CNTS_NAME,
 			Help: common.GANGE_FUNC_SCHE_CNTS_HELP,
 		},
-		//标签名称
+		// 标签名称
 		[]string{common.LABEL_FUNCTION_NAME, common.LABEL_FUNCTION_MODE},
 	)
 
@@ -85,7 +85,7 @@ func InitMetrics() {
 	Metrics.FunctionDuration = prometheus.NewHistogramVec(prometheus.HistogramOpts{
 		Name:    common.HISTOGRAM_FUNCTION_DURATION_NAME,
 		Help:    common.HISTOGRAM_FUNCTION_DURATION_HELP,
-		Buckets: []float64{0.005, 0.01, 0.03, 0.08, 0.1, 0.5, 1.0, 5.0, 10, 100, 1000, 5000, 30000}, //单位ms,最大半分钟
+		Buckets: []float64{0.005, 0.01, 0.03, 0.08, 0.1, 0.5, 1.0, 5.0, 10, 100, 1000, 5000, 30000}, // 单位ms,最大半分钟
 	},
 		[]string{common.LABEL_FUNCTION_NAME, common.LABEL_FUNCTION_MODE},
 	)
@@ -95,7 +95,7 @@ func InitMetrics() {
 		prometheus.HistogramOpts{
 			Name:    common.HISTOGRAM_FLOW_DURATION_NAME,
 			Help:    common.HISTOGRAM_FLOW_DURATION_HELP,
-			Buckets: []float64{0.005, 0.01, 0.03, 0.08, 0.1, 0.5, 1.0, 5.0, 10, 100, 1000, 5000, 30000, 60000}, //单位ms,最大1分钟
+			Buckets: []float64{0.005, 0.01, 0.03, 0.08, 0.1, 0.5, 1.0, 5.0, 10, 100, 1000, 5000, 30000, 60000}, // 单位ms,最大1分钟
 		},
 		[]string{common.LABEL_FLOW_NAME},
 	)
diff --git a/test/faas/faas_demo2.go b/test/faas/faas_demo2.go
index e050e81..1929eb5 100644
--- a/test/faas/faas_demo2.go
+++ b/test/faas/faas_demo2.go
@@ -19,12 +19,12 @@ func FuncDemo2Handler(ctx context.Context, flow kis.Flow) error {
 
 		conn, err := flow.GetConnector()
 		if err != nil {
-			log.Logger().ErrorFX(ctx, "FuncDemo2Handler(): GetConnector err = %s\n", err.Error())
+			log.Logger().ErrorFX(ctx, "FuncDemo2Handler(): GetConnector", "err", err.Error())
 			return err
 		}
 
 		if _, err := conn.Call(ctx, flow, row); err != nil {
-			log.Logger().ErrorFX(ctx, "FuncDemo2Handler(): Call err = %s\n", err.Error())
+			log.Logger().ErrorFX(ctx, "FuncDemo2Handler(): Call", "err", err.Error())
 			return err
 		}
 
diff --git a/test/kis_config_test.go b/test/kis_config_test.go
index d737968..550b3c4 100644
--- a/test/kis_config_test.go
+++ b/test/kis_config_test.go
@@ -26,7 +26,7 @@ func TestNewFuncConfig(t *testing.T) {
 
 	myFunc1 := config.NewFuncConfig("funcName1", common.S, &source, &option)
 
-	log.Logger().InfoF("funcName1: %+v\n", myFunc1)
+	log.Logger().InfoF("funcName1", myFunc1)
 }
 
 func TestNewFlowConfig(t *testing.T) {
@@ -50,7 +50,7 @@ func TestNewFlowConfig(t *testing.T) {
 	myFlow1.AppendFunctionConfig(flowFuncParams1)
 	myFlow1.AppendFunctionConfig(flowFuncParams2)
 
-	log.Logger().InfoF("myFlow1: %+v\n", myFlow1)
+	log.Logger().InfoF("myFlow1", myFlow1)
 }
 
 func TestNewConnConfig(t *testing.T) {
@@ -81,8 +81,8 @@ func TestNewConnConfig(t *testing.T) {
 	myConnector1 := config.NewConnConfig("connectorName1", "0.0.0.0:9987,0.0.0.0:9997", common.REDIS, "key", connParams)
 
 	if err := myConnector1.WithFunc(myFunc1); err != nil {
-		log.Logger().ErrorF("WithFunc err: %s\n", err.Error())
+		log.Logger().ErrorF("WithFunc", "err", err.Error())
 	}
 
-	log.Logger().InfoF("myConnector1: %+v\n", myConnector1)
+	log.Logger().InfoF("myConnector1", myConnector1)
 }
diff --git a/test/kis_flow_commit_batch_test.go b/test/kis_flow_commit_batch_test.go
index fb919f9..2ef4792 100644
--- a/test/kis_flow_commit_batch_test.go
+++ b/test/kis_flow_commit_batch_test.go
@@ -27,7 +27,7 @@ func TestForkFlowCommitBatch(t *testing.T) {
 
 	// 3. 提交原始数据
 	if err := flow1.CommitRowBatch(stringRows); err != nil {
-		log.Logger().ErrorF("CommitRowBatch Error, err = %+v", err)
+		log.Logger().ErrorF("CommitRowBatch Error", "err", err)
 		panic(err)
 	}