add golang golint, workerflow

.github/workflows/reviewdog.yml

@@ -0,0 +1,20 @@
+name: reviewdog
+on: [pull_request]
+jobs:
+  golangci-lint:
+    runs-on: ubuntu-latest
+    name: runner / golangci-lint
+    steps:
+      - name: Check out code into the Go module directory
+        uses: actions/checkout@v3
+      - name: golangci-lint
+        uses: reviewdog/action-golangci-lint@v2
+        with:
+          github_token: ${{ secrets.github_token }}
+          # Change reviewdog reporter if you need [github-pr-check,github-check,github-pr-review].
+          reporter: github-pr-review
+          # Report all results.
+          filter_mode: nofilter
+          # Exit with 1 when it finds at least one finding.
+          fail_on_error: true
+          #golangci_lint_flags

.golangci.yaml

@@ -0,0 +1,28 @@
+run:
+  timeout: 30m
+  skip-dirs:
+    - test
+
+linters:
+  disable-all: true
+  enable:
+    #- unused
+    - ineffassign
+    - goimports
+    - gofmt
+    - misspell
+    - unparam
+    - unconvert
+    - govet
+    # - errcheck
+    - staticcheck
+
+linters-settings:
+  staticcheck:
+    go: "1.17"
+    checks:
+      - "all"
+      - "-SA1019"
+
+  unused:
+    go: "1.17"

common/const.go

@@ -2,93 +2,100 @@ package common
 
 import "time"
 
-// 用户生成KisId的字符串前缀
+// Prefix string for generating KisId by users
 const (
-	KisIdTypeFlow      = "flow"
-	KisIdTypeConnector = "conn"
-	KisIdTypeFunction  = "func"
-	KisIdTypeGlobal    = "global"
-	KisIdJoinChar      = "-"
+	KisIDTypeFlow      = "flow"   // KisId type for Flow
+	KisIDTypeConnector = "conn"   // KisId type for Connector
+	KisIDTypeFunction  = "func"   // KisId type for Function
+	KisIDTypeGlobal    = "global" // KisId type for Global
+	KisIDJoinChar      = "-"      // Joining character for KisId
 )
 
 const (
-	// FunctionIdFirstVirtual 为首结点Function上一层虚拟的Function ID
-	FunctionIdFirstVirtual = "FunctionIdFirstVirtual"
-	// FunctionIdLastVirtual 为尾结点Function下一层虚拟的Function ID
-	FunctionIdLastVirtual = "FunctionIdLastVirtual"
+	// FunctionIDFirstVirtual is the virtual Function ID for the first node Function
+	FunctionIDFirstVirtual = "FunctionIDFirstVirtual"
+	// FunctionIDLastVirtual is the virtual Function ID for the last node Function
+	FunctionIDLastVirtual = "FunctionIDLastVirtual"
 )
 
+// KisMode represents the mode of KisFunction
 type KisMode string
 
 const (
-	// V 为校验特征的KisFunction, 主要进行数据的过滤，验证，字段梳理，幂等等前置数据处理
+	// V is for Verify, which mainly performs data filtering, validation, field sorting, idempotence, etc.
 	V KisMode = "Verify"
 
-	// S 为存储特征的KisFunction, S会通过KisConnector进行将数据进行存储. S Function 会通过KisConnector进行数据存储,具备相同Connector的Function在逻辑上可以进行并流
+	// S is for Save, S Function will store data through KisConnector. Functions with the same Connector can logically merge.
 	S KisMode = "Save"
 
-	// L 为加载特征的KisFunction，L会通过KisConnector进行数据加载，L Function 会通过KisConnector进行数据读取，具备相同Connector的Function可以从逻辑上与对应的S Function进行并流
+	// L is for Load, L Function will load data through KisConnector. Functions with the same Connector can logically merge with corresponding S Function.
 	L KisMode = "Load"
 
-	// C 为计算特征的KisFunction, 可以生成新的字段，计算新的值，进行数据的聚合，分析等
+	// C is for Calculate, which can generate new fields, calculate new values, and perform data aggregation, analysis, etc.
 	C KisMode = "Calculate"
 
-	// E 为扩展特征的KisFunction，作为流式计算的自定义特征Function，也同时是KisFlow当前流中的最后一个Function，概念类似Sink。
+	// E is for Expand, which serves as a custom feature Function for stream computing and is also the last Function in the current KisFlow, similar to Sink.
 	E KisMode = "Expand"
 )
 
-/*
-是否启动Flow
-*/
+// KisOnOff  Whether to enable the Flow
 type KisOnOff int
 
 const (
-	FlowEnable  KisOnOff = 1 // 启动
-	FlowDisable KisOnOff = 0 // 不启动
+	// FlowEnable Enabled
+	FlowEnable KisOnOff = 1
+	// FlowDisable Disabled
+	FlowDisable KisOnOff = 0
 )
 
+// KisConnType represents the type of KisConnector
 type KisConnType string
 
 const (
+	// REDIS is the type of Redis
 	REDIS KisConnType = "redis"
+	// MYSQL is the type of MySQL
 	MYSQL KisConnType = "mysql"
+	// KAFKA is the type of Kafka
 	KAFKA KisConnType = "kafka"
-	TIDB  KisConnType = "tidb"
-	ES    KisConnType = "es"
+	// TIDB is the type of TiDB
+	TIDB KisConnType = "tidb"
+	// ES is the type of Elasticsearch
+	ES KisConnType = "es"
 )
 
 // cache
 const (
-	// DeFaultFlowCacheCleanUp KisFlow中Flow对象Cache缓存默认的清理内存时间
-	DeFaultFlowCacheCleanUp = 5 // 单位 min
-	// DefaultExpiration 默认GoCahce时间 ，永久保存
+	// DeFaultFlowCacheCleanUp is the default cleanup time for Cache in KisFlow's Flow object Cache
+	DeFaultFlowCacheCleanUp = 5 // unit: min
+	// DefaultExpiration is the default time for GoCahce, permanent storage
 	DefaultExpiration time.Duration = 0
 )
 
 // metrics
 const (
-	METRICS_ROUTE string = "/metrics"
+	MetricsRoute string = "/metrics"
 
-	LABEL_FLOW_NAME     string = "flow_name"
-	LABEL_FLOW_ID       string = "flow_id"
-	LABEL_FUNCTION_NAME string = "func_name"
-	LABEL_FUNCTION_MODE string = "func_mode"
+	LabelFlowName     string = "flow_name"
+	LabelFlowID       string = "flow_id"
+	LabelFunctionName string = "func_name"
+	LabelFunctionMode string = "func_mode"
 
-	COUNTER_KISFLOW_DATA_TOTAL_NAME string = "kisflow_data_total"
-	COUNTER_KISFLOW_DATA_TOTAL_HELP string = "KisFlow全部Flow的数据总量"
+	CounterKisflowDataTotalName string = "kisflow_data_total"
+	CounterKisflowDataTotalHelp string = "Total data volume of all KisFlow Flows"
 
-	GANGE_FLOW_DATA_TOTAL_NAME string = "flow_data_total"
-	GANGE_FLOW_DATA_TOTAL_HELP string = "KisFlow各个FlowID数据流的数据数量总量"
+	GamgeFlowDataTotalName string = "flow_data_total"
+	GamgeFlowDataTotalHelp string = "Total data volume of each KisFlow FlowID data stream"
 
-	GANGE_FLOW_SCHE_CNTS_NAME string = "flow_schedule_cnts"
-	GANGE_FLOW_SCHE_CNTS_HELP string = "KisFlow各个FlowID被调度的次数"
+	GangeFlowScheCntsName string = "flow_schedule_cnts"
+	GangeFlowScheCntsHelp string = "Number of times each KisFlow FlowID is scheduled"
 
-	GANGE_FUNC_SCHE_CNTS_NAME string = "func_schedule_cnts"
-	GANGE_FUNC_SCHE_CNTS_HELP string = "KisFlow各个Function被调度的次数"
+	GangeFuncScheCntsName string = "func_schedule_cnts"
+	GangeFuncScheCntsHelp string = "Number of times each KisFlow Function is scheduled"
 
-	HISTOGRAM_FUNCTION_DURATION_NAME string = "func_run_duration"
-	HISTOGRAM_FUNCTION_DURATION_HELP string = "Function执行耗时"
+	HistogramFunctionDurationName string = "func_run_duration"
+	HistogramFunctionDurationHelp string = "Function execution time"
 
-	HISTOGRAM_FLOW_DURATION_NAME string = "flow_run_duration"
-	HISTOGRAM_FLOW_DURATION_HELP string = "Flow执行耗时"
+	HistogramFlowDurationName string = "flow_run_duration"
+	HistogramFlowDurationHelp string = "Flow execution time"
 )

common/data_type.go

@@ -1,14 +1,12 @@
 package common
 
-// KisRow 一行数据
+// KisRow represents a single row of data
 type KisRow interface{}
 
-// KisRowArr 一次业务的批量数据
+// KisRowArr represents a batch of data for a single business operation
 type KisRowArr []KisRow
 
-/*
-	KisDataMap 当前Flow承载的全部数据
-   	key	:  数据所在的Function ID
-    value: 对应的KisRow
-*/
+// KisDataMap contains all the data carried by the current Flow
+// key  : Function ID where the data resides
+// value: Corresponding KisRow
 type KisDataMap map[string]KisRowArr

config/kis_conn_config.go

@@ -1,36 +1,29 @@
 package config
 
 import (
-	"errors"
 	"fmt"
 	"github.com/aceld/kis-flow/common"
 )
 
-// KisConnConfig KisConnector 策略配置
+// KisConnConfig describes the KisConnector strategy configuration
 type KisConnConfig struct {
-	//配置类型
-	KisType string `yaml:"kistype"`
-	//唯一描述标识
-	CName string `yaml:"cname"`
-	//基础存储媒介地址
-	AddrString string `yaml:"addrs"`
-	//存储媒介引擎类型"Mysql" "Redis" "Kafka"等
-	Type common.KisConnType `yaml:"type"`
-	//一次存储的标识：如Redis为Key名称、Mysql为Table名称,Kafka为Topic名称等
-	Key string `yaml:"key"`
-	//配置信息中的自定义参数
-	Params map[string]string `yaml:"params"`
-	//存储读取所绑定的NsFuncionID
+	KisType    string             `yaml:"kistype"` // Configuration type
+	CName      string             `yaml:"cname"`   // Unique descriptive identifier
+	AddrString string             `yaml:"addrs"`   // Base storage medium address
+	Type       common.KisConnType `yaml:"type"`    // Storage medium engine type: "Mysql", "Redis", "Kafka", etc.
+	Key        string             `yaml:"key"`     // Identifier for a single storage: Key name for Redis, Table name for Mysql, Topic name for Kafka, etc.
+	Params     map[string]string  `yaml:"params"`  // Custom parameters in the configuration information
+
+	// NsFuncionID bound to storage reading
 	Load []string `yaml:"load"`
 	Save []string `yaml:"save"`
 }
 
-// NewConnConfig 创建一个KisConnector策略配置对象, 用于描述一个KisConnector信息
-func NewConnConfig(cName string, addr string, t common.KisConnType, key string, param FParam) *KisConnConfig {
+// NewConnConfig creates a KisConnector strategy configuration object, used to describe a KisConnector information
+func NewConnConfig(cName string, addr string, t common.KisConnType, key string, param map[string]string) *KisConnConfig {
 	strategy := new(KisConnConfig)
 	strategy.CName = cName
 	strategy.AddrString = addr
-
 	strategy.Type = t
 	strategy.Key = key
 	strategy.Params = param
@@ -38,7 +31,7 @@ func NewConnConfig(cName string, addr string, t common.KisConnType, key string,
 	return strategy
 }
 
-// WithFunc Connector与Function进行关系绑定
+// WithFunc binds Connector to Function
 func (cConfig *KisConnConfig) WithFunc(fConfig *KisFuncConfig) error {
 
 	switch common.KisMode(fConfig.FMode) {
@@ -47,7 +40,7 @@ func (cConfig *KisConnConfig) WithFunc(fConfig *KisFuncConfig) error {
 	case common.L:
 		cConfig.Load = append(cConfig.Load, fConfig.FName)
 	default:
-		return errors.New(fmt.Sprintf("Wrong KisMode %s", fConfig.FMode))
+		return fmt.Errorf("Wrong KisMode %s", fConfig.FMode)
 	}
 
 	return nil

config/kis_flow_config.go

@@ -2,13 +2,13 @@ package config
 
 import "github.com/aceld/kis-flow/common"
 
-// KisFlowFunctionParam 一个Flow配置中Function的Id及携带固定配置参数
+// KisFlowFunctionParam represents the Id of a Function and carries fixed configuration parameters in a Flow configuration
 type KisFlowFunctionParam struct {
-	FuncName string `yaml:"fname"`  //必须
-	Params   FParam `yaml:"params"` //选填,在当前Flow中Function定制固定配置参数
+	FuncName string `yaml:"fname"`  // Required
+	Params   FParam `yaml:"params"` // Optional, custom fixed configuration parameters for the Function in the current Flow
 }
 
-// KisFlowConfig 用户贯穿整条流式计算上下文环境的对象
+// KisFlowConfig represents the object that spans the entire stream computing context environment
 type KisFlowConfig struct {
 	KisType  string                 `yaml:"kistype"`
 	Status   int                    `yaml:"status"`
@@ -16,7 +16,7 @@ type KisFlowConfig struct {
 	Flows    []KisFlowFunctionParam `yaml:"flows"`
 }
 
-// NewFlowConfig 创建一个Flow策略配置对象, 用于描述一个KisFlow信息
+// NewFlowConfig creates a Flow strategy configuration object, used to describe a KisFlow information
 func NewFlowConfig(flowName string, enable common.KisOnOff) *KisFlowConfig {
 	config := new(KisFlowConfig)
 	config.FlowName = flowName
@@ -27,7 +27,7 @@ func NewFlowConfig(flowName string, enable common.KisOnOff) *KisFlowConfig {
 	return config
 }
 
-// AppendFunctionConfig 添加一个Function Config 到当前Flow中
+// AppendFunctionConfig adds a Function Config to the current Flow
 func (fConfig *KisFlowConfig) AppendFunctionConfig(params KisFlowFunctionParam) {
 	fConfig.Flows = append(fConfig.Flows, params)
 }

config/kis_func_config.go

@@ -6,24 +6,24 @@ import (
 	"github.com/aceld/kis-flow/log"
 )
 
-// FParam 在当前Flow中Function定制固定配置参数类型
+// FParam represents the type for custom fixed configuration parameters for the Function in the current Flow
 type FParam map[string]string
 
-// KisSource 表示当前Function的业务源
+// KisSource represents the business source of the current Function
 type KisSource struct {
-	Name string   `yaml:"name"` // 本层Function的数据源描述
-	Must []string `yaml:"must"` // source必传字段
+	Name string   `yaml:"name"` // Description of the data source for this layer Function
+	Must []string `yaml:"must"` // Required fields for the source
 }
 
-// KisFuncOption 可选配置
+// KisFuncOption represents optional configurations
 type KisFuncOption struct {
-	CName         string `yaml:"cname"`           // 连接器Connector名称
-	RetryTimes    int    `yaml:"retry_times"`     // 选填,Function调度重试(不包括正常调度)最大次数
-	RetryDuration int    `yaml:"return_duration"` // 选填,Function调度每次重试最大时间间隔(单位:ms)
-	Params        FParam `yaml:"default_params"`  // 选填,在当前Flow中Function定制固定配置参数
+	CName         string `yaml:"cname"`           // Connector name
+	RetryTimes    int    `yaml:"retry_times"`     // Optional, maximum retry times for Function scheduling (excluding normal scheduling)
+	RetryDuration int    `yaml:"return_duration"` // Optional, maximum time interval for each retry in Function scheduling (unit: ms)
+	Params        FParam `yaml:"default_params"`  // Optional, custom fixed configuration parameters for the Function in the current Flow
 }
 
-// KisFuncConfig 一个KisFunction策略配置
+// KisFuncConfig represents a KisFunction strategy configuration
 type KisFuncConfig struct {
 	KisType  string        `yaml:"kistype"`
 	FName    string        `yaml:"fname"`
@@ -33,7 +33,7 @@ type KisFuncConfig struct {
 	connConf *KisConnConfig
 }
 
-// NewFuncConfig 创建一个Function策略配置对象, 用于描述一个KisFunction信息
+// NewFuncConfig creates a Function strategy configuration object, used to describe a KisFunction information
 func NewFuncConfig(
 	funcName string, mode common.KisMode,
 	source *KisSource, option *KisFuncOption) *KisFuncConfig {
@@ -53,13 +53,13 @@ func NewFuncConfig(
 	config.FMode = string(mode)
 
 	/*
-		// FunctionS 和 L 需要必传KisConnector参数,原因是S和L需要通过Connector进行建立流式关系
+		// Functions S and L require the KisConnector parameters to be passed as they need to establish streaming relationships through Connector
 		if mode == common.S || mode == common.L {
 			if option == nil {
-				log.Logger().ErrorF("Funcion S/L need option->Cid\n")
+				log.Logger().ErrorF("Function S/L needs option->Cid\n")
 				return nil
 			} else if option.CName == "" {
-				log.Logger().ErrorF("Funcion S/L need option->Cid\n")
+				log.Logger().ErrorF("Function S/L needs option->Cid\n")
 				return nil
 			}
 		}
@@ -72,23 +72,25 @@ func NewFuncConfig(
 	return config
 }
 
+// AddConnConfig WithConn binds Function to Connector
 func (fConf *KisFuncConfig) AddConnConfig(cConf *KisConnConfig) error {
 	if cConf == nil {
 		return errors.New("KisConnConfig is nil")
 	}
 
-	// Function需要和Connector进行关联
+	// Function needs to be associated with Connector
 	fConf.connConf = cConf
 
-	// Connector需要和Function进行关联
+	// Connector needs to be associated with Function
 	_ = cConf.WithFunc(fConf)
 
-	// 更新Function配置中的CName
+	// Update CName in Function configuration
 	fConf.Option.CName = cConf.CName
 
 	return nil
 }
 
+// GetConnConfig gets the Connector configuration
 func (fConf *KisFuncConfig) GetConnConfig() (*KisConnConfig, error) {
 	if fConf.connConf == nil {
 		return nil, errors.New("KisFuncConfig.connConf not set")

config/kis_global_config.go

@@ -1,15 +1,16 @@
 package config
 
+// KisGlobalConfig represents the global configuration for KisFlow
 type KisGlobalConfig struct {
-	//kistype Global为kisflow的全局配置
+	// KisType Global is the global configuration for kisflow
 	KisType string `yaml:"kistype"`
-	//是否启动prometheus监控
+	// EnableProm indicates whether to start Prometheus monitoring
 	EnableProm bool `yaml:"prometheus_enable"`
-	//是否需要kisflow单独启动端口监听
+	// PrometheusListen indicates whether kisflow needs to start a separate port for listening
 	PrometheusListen bool `yaml:"prometheus_listen"`
-	//prometheus取点监听地址
+	// PrometheusServe is the address for Prometheus scraping
 	PrometheusServe string `yaml:"prometheus_serve"`
 }
 
-// GlobalConfig 默认全局配置，全部均为关闭
+// GlobalConfig is the default global configuration, all are set to off
 var GlobalConfig = new(KisGlobalConfig)

conn/kis_connector.go

@@ -9,6 +9,7 @@ import (
 	"sync"
 )
 
+// KisConnector represents a KisConnector instance
 type KisConnector struct {
 	// Connector ID
 	CId string
@@ -20,16 +21,16 @@ type KisConnector struct {
 	// Connector Init
 	onceInit sync.Once
 
-	// KisConnector的自定义临时数据
+	// KisConnector's custom temporary data
 	metaData map[string]interface{}
-	// 管理metaData的读写锁
+	// Lock for reading and writing metaData
 	mLock sync.RWMutex
 }
 
-// NewKisConnector 根据配置策略创建一个KisConnector
+// NewKisConnector creates a KisConnector based on the given configuration
 func NewKisConnector(config *config.KisConnConfig) *KisConnector {
 	conn := new(KisConnector)
-	conn.CId = id.KisID(common.KisIdTypeConnector)
+	conn.CId = id.KisID(common.KisIDTypeConnector)
 	conn.CName = config.CName
 	conn.Conf = config
 	conn.metaData = make(map[string]interface{})
@@ -37,11 +38,11 @@ func NewKisConnector(config *config.KisConnConfig) *KisConnector {
 	return conn
 }
 
-// Init 初始化Connector所关联的存储引擎链接等
+// Init initializes the connection to the associated storage engine of the Connector
 func (conn *KisConnector) Init() error {
 	var err error
 
-	// 一个Connector只能执行初始化业务一次
+	// The initialization business of a Connector can only be executed once
 	conn.onceInit.Do(func() {
 		err = kis.Pool().CallConnInit(conn)
 	})
@@ -49,7 +50,7 @@ func (conn *KisConnector) Init() error {
 	return err
 }
 
-// Call 调用Connector 外挂存储逻辑的读写操作
+// Call invokes the read-write operations of the external storage logic through the Connector
 func (conn *KisConnector) Call(ctx context.Context, flow kis.Flow, args interface{}) (interface{}, error) {
 	var result interface{}
 	var err error
@@ -62,19 +63,22 @@ func (conn *KisConnector) Call(ctx context.Context, flow kis.Flow, args interfac
 	return result, nil
 }
 
+// GetName returns the name of the Connector
 func (conn *KisConnector) GetName() string {
 	return conn.CName
 }
 
+// GetConfig returns the configuration of the Connector
 func (conn *KisConnector) GetConfig() *config.KisConnConfig {
 	return conn.Conf
 }
 
-func (conn *KisConnector) GetId() string {
+// GetID returns the ID of the Connector
+func (conn *KisConnector) GetID() string {
 	return conn.CId
 }
 
-// GetMetaData 得到当前Connector的临时数据
+// GetMetaData gets the temporary data of the current Connector
 func (conn *KisConnector) GetMetaData(key string) interface{} {
 	conn.mLock.RLock()
 	defer conn.mLock.RUnlock()
@@ -87,7 +91,7 @@ func (conn *KisConnector) GetMetaData(key string) interface{} {
 	return data
 }
 
-// SetMetaData 设置当前Connector的临时数据
+// SetMetaData sets the temporary data of the current Connector
 func (conn *KisConnector) SetMetaData(key string, value interface{}) {
 	conn.mLock.Lock()
 	defer conn.mLock.Unlock()

file/config_export.go

@@ -1,7 +1,6 @@
 package file
 
 import (
-	"errors"
 	"fmt"
 	"github.com/aceld/kis-flow/common"
 	"github.com/aceld/kis-flow/kis"
@@ -10,46 +9,53 @@ import (
 	"gopkg.in/yaml.v3"
 )
 
-// ConfigExportYaml 将flow配置输出，且存储本地
-func ConfigExportYaml(flow kis.Flow, savaPath string) error {
+// ConfigExportYaml exports the flow configuration and saves it locally
+func ConfigExportYaml(flow kis.Flow, savePath string) error {
 
-	if data, err := yaml.Marshal(flow.GetConfig()); err != nil {
+	var data []byte
+	var err error
+
+	data, err = yaml.Marshal(flow.GetConfig())
+	if err != nil {
 		return err
-	} else {
-		// flow
-		err := os.WriteFile(savaPath+common.KisIdTypeFlow+"-"+flow.GetName()+".yaml", data, 0644)
+	}
+
+	// flow
+	err = os.WriteFile(savePath+common.KisIDTypeFlow+"-"+flow.GetName()+".yaml", data, 0644)
+	if err != nil {
+		return err
+	}
+
+	// function
+	for _, fp := range flow.GetConfig().Flows {
+		fConf := flow.GetFuncConfigByName(fp.FuncName)
+		if fConf == nil {
+			return fmt.Errorf("function name = %s config is nil ", fp.FuncName)
+		}
+
+		fData, err := yaml.Marshal(fConf)
 		if err != nil {
 			return err
 		}
 
-		// function
-		for _, fp := range flow.GetConfig().Flows {
-			fConf := flow.GetFuncConfigByName(fp.FuncName)
-			if fConf == nil {
-				return errors.New(fmt.Sprintf("function name = %s config is nil ", fp.FuncName))
-			}
+		if err := os.WriteFile(savePath+common.KisIDTypeFunction+"-"+fp.FuncName+".yaml", fData, 0644); err != nil {
+			return err
+		}
 
-			if fdata, err := yaml.Marshal(fConf); err != nil {
+		// Connector
+		if fConf.Option.CName != "" {
+			cConf, err := fConf.GetConnConfig()
+			if err != nil {
 				return err
-			} else {
-				if err := os.WriteFile(savaPath+common.KisIdTypeFunction+"-"+fp.FuncName+".yaml", fdata, 0644); err != nil {
-					return err
-				}
 			}
 
-			// Connector
-			if fConf.Option.CName != "" {
-				cConf, err := fConf.GetConnConfig()
-				if err != nil {
-					return err
-				}
-				if cdata, err := yaml.Marshal(cConf); err != nil {
-					return err
-				} else {
-					if err := os.WriteFile(savaPath+common.KisIdTypeConnector+"-"+cConf.CName+".yaml", cdata, 0644); err != nil {
-						return err
-					}
-				}
+			cdata, err := yaml.Marshal(cConf)
+			if err != nil {
+				return err
+			}
+
+			if err := os.WriteFile(savePath+common.KisIDTypeConnector+"-"+cConf.CName+".yaml", cdata, 0644); err != nil {
+				return err
 			}
 		}
 	}

file/config_import.go

@@ -1,18 +1,16 @@
 package file
 
 import (
-	"errors"
 	"fmt"
 	"github.com/aceld/kis-flow/common"
 	"github.com/aceld/kis-flow/config"
 	"github.com/aceld/kis-flow/flow"
 	"github.com/aceld/kis-flow/kis"
 	"github.com/aceld/kis-flow/metrics"
+	"gopkg.in/yaml.v3"
 	"os"
 	"path"
 	"path/filepath"
-
-	"gopkg.in/yaml.v3"
 )
 
 type allConfig struct {
@@ -21,75 +19,75 @@ type allConfig struct {
 	Conns map[string]*config.KisConnConfig
 }
 
-// kisTypeFlowConfigure 解析Flow配置文件，yaml格式
+// kisTypeFlowConfigure parses Flow configuration file in yaml format
 func kisTypeFlowConfigure(all *allConfig, confData []byte, fileName string, kisType interface{}) error {
 	flowCfg := new(config.KisFlowConfig)
 	if ok := yaml.Unmarshal(confData, flowCfg); ok != nil {
-		return errors.New(fmt.Sprintf("%s has wrong format kisType = %s", fileName, kisType))
+		return fmt.Errorf("%s has wrong format kisType = %s", fileName, kisType)
 	}
 
-	// 如果FLow状态为关闭，则不做配置加载
+	// Skip the configuration loading if the Flow status is disabled
 	if common.KisOnOff(flowCfg.Status) == common.FlowDisable {
 		return nil
 	}
 
 	if _, ok := all.Flows[flowCfg.FlowName]; ok {
-		return errors.New(fmt.Sprintf("%s set repeat flow_id:%s", fileName, flowCfg.FlowName))
+		return fmt.Errorf("%s set repeat flow_id:%s", fileName, flowCfg.FlowName)
 	}
 
-	// 加入配置集合中
+	// Add to the configuration set
 	all.Flows[flowCfg.FlowName] = flowCfg
 
 	return nil
 }
 
-// kisTypeFuncConfigure 解析Function配置文件，yaml格式
+// kisTypeFuncConfigure parses Function configuration file in yaml format
 func kisTypeFuncConfigure(all *allConfig, confData []byte, fileName string, kisType interface{}) error {
 	function := new(config.KisFuncConfig)
 	if ok := yaml.Unmarshal(confData, function); ok != nil {
-		return errors.New(fmt.Sprintf("%s has wrong format kisType = %s", fileName, kisType))
+		return fmt.Errorf("%s has wrong format kisType = %s", fileName, kisType)
 	}
 	if _, ok := all.Funcs[function.FName]; ok {
-		return errors.New(fmt.Sprintf("%s set repeat function_id:%s", fileName, function.FName))
+		return fmt.Errorf("%s set repeat function_id:%s", fileName, function.FName)
 	}
 
-	// 加入配置集合中
+	// Add to the configuration set
 	all.Funcs[function.FName] = function
 
 	return nil
 }
 
-// kisTypeConnConfigure 解析Connector配置文件，yaml格式
+// kisTypeConnConfigure parses Connector configuration file in yaml format
 func kisTypeConnConfigure(all *allConfig, confData []byte, fileName string, kisType interface{}) error {
 	conn := new(config.KisConnConfig)
 	if ok := yaml.Unmarshal(confData, conn); ok != nil {
-		return errors.New(fmt.Sprintf("%s is wrong format kisType = %s", fileName, kisType))
+		return fmt.Errorf("%s has wrong format kisType = %s", fileName, kisType)
 	}
 
 	if _, ok := all.Conns[conn.CName]; ok {
-		return errors.New(fmt.Sprintf("%s set repeat conn_id:%s", fileName, conn.CName))
+		return fmt.Errorf("%s set repeat conn_id:%s", fileName, conn.CName)
 	}
 
-	// 加入配置集合中
+	// Add to the configuration set
 	all.Conns[conn.CName] = conn
 
 	return nil
 }
 
-// kisTypeGlobalConfigure 解析Global配置文件，yaml格式
+// kisTypeGlobalConfigure parses Global configuration file in yaml format
 func kisTypeGlobalConfigure(confData []byte, fileName string, kisType interface{}) error {
-	// 全局配置
+	// Global configuration
 	if ok := yaml.Unmarshal(confData, config.GlobalConfig); ok != nil {
-		return errors.New(fmt.Sprintf("%s is wrong format kisType = %s", fileName, kisType))
+		return fmt.Errorf("%s is wrong format kisType = %s", fileName, kisType)
 	}
 
-	// 启动Metrics服务
+	// Start Metrics service
 	metrics.RunMetrics()
 
 	return nil
 }
 
-// parseConfigWalkYaml 全盘解析配置文件，yaml格式, 讲配置信息解析到allConfig中
+// parseConfigWalkYaml recursively parses all configuration files in yaml format and stores the configuration information in allConfig
 func parseConfigWalkYaml(loadPath string) (*allConfig, error) {
 
 	all := new(allConfig)
@@ -99,12 +97,12 @@ func parseConfigWalkYaml(loadPath string) (*allConfig, error) {
 	all.Conns = make(map[string]*config.KisConnConfig)
 
 	err := filepath.Walk(loadPath, func(filePath string, info os.FileInfo, err error) error {
-		// 校验文件后缀是否合法
+		// Validate the file extension
 		if suffix := path.Ext(filePath); suffix != ".yml" && suffix != ".yaml" {
 			return nil
 		}
 
-		// 读取文件内容
+		// Read file content
 		confData, err := os.ReadFile(filePath)
 		if err != nil {
 			return err
@@ -112,31 +110,34 @@ func parseConfigWalkYaml(loadPath string) (*allConfig, error) {
 
 		confMap := make(map[string]interface{})
 
-		// 校验yaml合法性
+		// Validate yaml format
 		if err := yaml.Unmarshal(confData, confMap); err != nil {
 			return err
 		}
 
-		// 判断kisType是否存在
-		if kisType, ok := confMap["kistype"]; !ok {
-			return errors.New(fmt.Sprintf("yaml file %s has no file [kistype]!", filePath))
-		} else {
-			switch kisType {
-			case common.KisIdTypeFlow:
-				return kisTypeFlowConfigure(all, confData, filePath, kisType)
+		// Check if kisType exists
+		var kisType interface{}
 
-			case common.KisIdTypeFunction:
-				return kisTypeFuncConfigure(all, confData, filePath, kisType)
+		kisType, ok := confMap["kistype"]
+		if !ok {
+			return fmt.Errorf("%s has no field [kistype]", filePath)
+		}
 
-			case common.KisIdTypeConnector:
-				return kisTypeConnConfigure(all, confData, filePath, kisType)
+		switch kisType {
+		case common.KisIDTypeFlow:
+			return kisTypeFlowConfigure(all, confData, filePath, kisType)
 
-			case common.KisIdTypeGlobal:
-				return kisTypeGlobalConfigure(confData, filePath, kisType)
+		case common.KisIDTypeFunction:
+			return kisTypeFuncConfigure(all, confData, filePath, kisType)
 
-			default:
-				return errors.New(fmt.Sprintf("%s set wrong kistype %s", filePath, kisType))
-			}
+		case common.KisIDTypeConnector:
+			return kisTypeConnConfigure(all, confData, filePath, kisType)
+
+		case common.KisIDTypeGlobal:
+			return kisTypeGlobalConfigure(confData, filePath, kisType)
+
+		default:
+			return fmt.Errorf("%s set wrong kistype %s", filePath, kisType)
 		}
 	})
 
@@ -148,17 +149,17 @@ func parseConfigWalkYaml(loadPath string) (*allConfig, error) {
 }
 
 func buildFlow(all *allConfig, fp config.KisFlowFunctionParam, newFlow kis.Flow, flowName string) error {
-	// 加载当前Flow依赖的Function
+	// Load the Functions that the current Flow depends on
 	if funcConfig, ok := all.Funcs[fp.FuncName]; !ok {
-		return errors.New(fmt.Sprintf("FlowName [%s] need FuncName [%s], But has No This FuncName Config", flowName, fp.FuncName))
+		return fmt.Errorf("FlowName [%s] need FuncName [%s], But has No This FuncName Config", flowName, fp.FuncName)
 	} else {
 		// flow add connector
 		if funcConfig.Option.CName != "" {
-			// 加载当前Function依赖的Connector
+			// Load the Connectors that the current Function depends on
 			if connConf, ok := all.Conns[funcConfig.Option.CName]; !ok {
-				return errors.New(fmt.Sprintf("FuncName [%s] need ConnName [%s], But has No This ConnName Config", fp.FuncName, funcConfig.Option.CName))
+				return fmt.Errorf("FuncName [%s] need ConnName [%s], But has No This ConnName Config", fp.FuncName, funcConfig.Option.CName)
 			} else {
-				// Function Config 关联 Connector Config
+				// Function Config associates with Connector Config
 				_ = funcConfig.AddConnConfig(connConf)
 			}
 		}
@@ -172,7 +173,7 @@ func buildFlow(all *allConfig, fp config.KisFlowFunctionParam, newFlow kis.Flow,
 	return nil
 }
 
-// ConfigImportYaml 全盘解析配置文件，yaml格式
+// ConfigImportYaml recursively parses all configuration files in yaml format
 func ConfigImportYaml(loadPath string) error {
 
 	all, err := parseConfigWalkYaml(loadPath)
@@ -182,7 +183,7 @@ func ConfigImportYaml(loadPath string) error {
 
 	for flowName, flowConfig := range all.Flows {
 
-		// 构建一个Flow
+		// Build a new Flow
 		newFlow := flow.NewKisFlow(flowConfig)
 
 		for _, fp := range flowConfig.Flows {
@@ -191,7 +192,7 @@ func ConfigImportYaml(loadPath string) error {
 			}
 		}
 
-		// 将flow添加到FlowPool中
+		// Add the flow to FlowPool
 		kis.Pool().AddFlow(flowName, newFlow)
 	}
 

flow/kis_flow.go

@@ -18,81 +18,81 @@ import (
 	"github.com/patrickmn/go-cache"
 )
 
-// KisFlow 用于贯穿整条流式计算的上下文环境
+// KisFlow is used to manage the context environment of the entire streaming computation.
 type KisFlow struct {
-	// 基础信息
-	Id   string                // Flow的分布式实例ID(用于KisFlow内部区分不同实例)
-	Name string                // Flow的可读名称
-	Conf *config.KisFlowConfig // Flow配置策略
+	// Basic information
+	Id   string                // Distributed instance ID of the Flow (used internally by KisFlow to distinguish different instances)
+	Name string                // Readable name of the Flow
+	Conf *config.KisFlowConfig // Flow configuration policy
 
-	// Function列表
-	Funcs          map[string]kis.Function // 当前flow拥有的全部管理的全部Function对象, key: FunctionName
-	FlowHead       kis.Function            // 当前Flow所拥有的Function列表表头
-	FlowTail       kis.Function            // 当前Flow所拥有的Function列表表尾
-	flock          sync.RWMutex            // 管理链表插入读写的锁
-	ThisFunction   kis.Function            // Flow当前正在执行的KisFunction对象
-	ThisFunctionId string                  // 当前执行到的Function ID
-	PrevFunctionId string                  // 当前执行到的Function 上一层FunctionID
+	// List of Functions
+	Funcs          map[string]kis.Function // All managed Function objects of the current flow, key: FunctionName
+	FlowHead       kis.Function            // Head of the Function list owned by the current Flow
+	FlowTail       kis.Function            // Tail of the Function list owned by the current Flow
+	flock          sync.RWMutex            // Lock for managing linked list insertion and reading
+	ThisFunction   kis.Function            // KisFunction object currently being executed in the Flow
+	ThisFunctionId string                  // ID of the Function currently being executed
+	PrevFunctionId string                  // ID of the previous layer Function
 
-	// Function列表参数
-	funcParams map[string]config.FParam // flow在当前Function的自定义固定配置参数,Key:function的实例KisID, value:FParam
-	fplock     sync.RWMutex             // 管理funcParams的读写锁
+	// Function list parameters
+	funcParams map[string]config.FParam // Custom fixed configuration parameters of the Flow in the current Function, Key: KisID of the function instance, value: FParam
+	fplock     sync.RWMutex             // Lock for managing funcParams read and write
 
-	// 数据
-	buffer common.KisRowArr  // 用来临时存放输入字节数据的内部Buf, 一条数据为interface{}, 多条数据为[]interface{} 也就是KisBatch
-	data   common.KisDataMap // 流式计算各个层级的数据源
-	inPut  common.KisRowArr  // 当前Function的计算输入数据
-	abort  bool              // 是否中断Flow
-	action kis.Action        // 当前Flow所携带的Action动作
+	// Data
+	buffer common.KisRowArr  // Internal buffer used to temporarily store input byte data, one data is interface{}, multiple data is []interface{} i.e. KisBatch
+	data   common.KisDataMap // Data sources at various levels of the streaming computation
+	inPut  common.KisRowArr  // Input data for the current Function computation
+	abort  bool              // Whether to abort the Flow
+	action kis.Action        // Action carried by the current Flow
 
-	// flow的本地缓存
-	cache *cache.Cache // Flow流的临时缓存上线文环境
+	// Local cache of the flow
+	cache *cache.Cache // Temporary cache context environment of the Flow
 
-	// flow的metaData
-	metaData map[string]interface{} // Flow的自定义临时数据
-	mLock    sync.RWMutex           // 管理metaData的读写锁
+	// metaData of the flow
+	metaData map[string]interface{} // Custom temporary data of the Flow
+	mLock    sync.RWMutex           // Lock for managing metaData read and write
 }
 
-// NewKisFlow 创建一个KisFlow.
+// NewKisFlow creates a KisFlow.
 func NewKisFlow(conf *config.KisFlowConfig) kis.Flow {
 	flow := new(KisFlow)
-	// 实例Id
-	flow.Id = id.KisID(common.KisIdTypeFlow)
+	// Instance Id
+	flow.Id = id.KisID(common.KisIDTypeFlow)
 
-	// 基础信息
+	// Basic information
 	flow.Name = conf.FlowName
 	flow.Conf = conf
 
-	// Function列表
+	// List of Functions
 	flow.Funcs = make(map[string]kis.Function)
 	flow.funcParams = make(map[string]config.FParam)
 
-	// 数据data
+	// Data
 	flow.data = make(common.KisDataMap)
 
-	// 初始化本地缓存
+	// Initialize local cache
 	flow.cache = cache.New(cache.NoExpiration, common.DeFaultFlowCacheCleanUp*time.Minute)
 
-	// 初始化临时数据
+	// Initialize temporary data
 	flow.metaData = make(map[string]interface{})
 
 	return flow
 }
 
-// Fork 得到Flow的一个副本(深拷贝)
+// Fork gets a copy (deep copy) of the Flow.
 func (flow *KisFlow) Fork(ctx context.Context) kis.Flow {
 
 	cfg := flow.Conf
 
-	// 通过之前的配置生成一个新的Flow
+	// Generate a new Flow based on the previous configuration
 	newFlow := NewKisFlow(cfg)
 
 	for _, fp := range flow.Conf.Flows {
-		if _, ok := flow.funcParams[flow.Funcs[fp.FuncName].GetId()]; !ok {
-			// 当前function没有配置Params
+		if _, ok := flow.funcParams[flow.Funcs[fp.FuncName].GetID()]; !ok {
+			// The current function has no Params configured
 			_ = newFlow.AppendNewFunction(flow.Funcs[fp.FuncName].GetConfig(), nil)
 		} else {
-			// 当前function有配置Params
+			// The current function has configured Params
 			_ = newFlow.AppendNewFunction(flow.Funcs[fp.FuncName].GetConfig(), fp.Params)
 		}
 	}
@@ -103,15 +103,15 @@ func (flow *KisFlow) Fork(ctx context.Context) kis.Flow {
 	return newFlow
 }
 
-// Link 将Function链接到Flow中, 同时会将Function的配置参数添加到Flow的配置中
-// fConf: 当前Function策略
-// fParams: 当前Flow携带的Function动态参数
+// Link links the Function to the Flow, and also adds the Function's configuration parameters to the Flow's configuration.
+// fConf: Current Function strategy
+// fParams: Dynamic parameters carried by the current Flow's Function
 func (flow *KisFlow) Link(fConf *config.KisFuncConfig, fParams config.FParam) error {
 
-	// Flow 添加Function
+	// Add Function to Flow
 	_ = flow.AppendNewFunction(fConf, fParams)
 
-	// FlowConfig 添加Function
+	// Add Function to FlowConfig
 	flowFuncParam := config.KisFlowFunctionParam{
 		FuncName: fConf.FName,
 		Params:   fParams,
@@ -121,33 +121,33 @@ func (flow *KisFlow) Link(fConf *config.KisFuncConfig, fParams config.FParam) er
 	return nil
 }
 
-// AppendNewFunction 将一个新的Function追加到到Flow中
+// AppendNewFunction appends a new Function to the Flow.
 func (flow *KisFlow) AppendNewFunction(fConf *config.KisFuncConfig, fParams config.FParam) error {
-	// 创建Function实例
+	// Create Function instance
 	f := function.NewKisFunction(flow, fConf)
 
 	if fConf.Option.CName != "" {
-		// 当前Function有Connector关联，需要初始化Connector实例
+		// The current Function has a Connector association and needs to initialize the Connector instance
 
-		// 获取Connector配置
+		// Get Connector configuration
 		connConfig, err := fConf.GetConnConfig()
 		if err != nil {
 			panic(err)
 		}
 
-		// 创建Connector对象
+		// Create Connector object
 		connector := conn.NewKisConnector(connConfig)
 
-		// 初始化Connector, 执行Connector Init 方法
+		// Initialize Connector, execute the Connector Init method
 		if err = connector.Init(); err != nil {
 			panic(err)
 		}
 
-		// 关联Function实例和Connector实例关系
+		// Associate the Function instance with the Connector instance
 		_ = f.AddConnector(connector)
 	}
 
-	// Flow 添加 Function
+	// Add Function to Flow
 	if err := flow.appendFunc(f, fParams); err != nil {
 		return err
 	}
@@ -155,7 +155,7 @@ func (flow *KisFlow) AppendNewFunction(fConf *config.KisFuncConfig, fParams conf
 	return nil
 }
 
-// appendFunc 将Function添加到Flow中, 链表操作
+// appendFunc adds the Function to the Flow, linked list operation
 func (flow *KisFlow) appendFunc(function kis.Function, fParam config.FParam) error {
 
 	if function == nil {
@@ -166,7 +166,7 @@ func (flow *KisFlow) appendFunc(function kis.Function, fParam config.FParam) err
 	defer flow.flock.Unlock()
 
 	if flow.FlowHead == nil {
-		// 首次添加节点
+		// First time adding a node
 		flow.FlowHead = function
 		flow.FlowTail = function
 
@@ -174,7 +174,7 @@ func (flow *KisFlow) appendFunc(function kis.Function, fParam config.FParam) err
 		function.SetP(nil)
 
 	} else {
-		// 将function插入到链表的尾部
+		// Insert the function at the end of the linked list
 		function.SetP(flow.FlowTail)
 		function.SetN(nil)
 
@@ -182,28 +182,28 @@ func (flow *KisFlow) appendFunc(function kis.Function, fParam config.FParam) err
 		flow.FlowTail = function
 	}
 
-	// 将Function Name 详细Hash对应关系添加到flow对象中
+	// Add the detailed Function Name-Hash correspondence to the flow object
 	flow.Funcs[function.GetConfig().FName] = function
 
-	// 先添加function 默认携带的Params参数
+	// First add the Params parameters carried by the function by default
 	params := make(config.FParam)
 	for key, value := range function.GetConfig().Option.Params {
 		params[key] = value
 	}
 
-	// 再添加flow携带的function定义参数(重复即覆盖)
+	// Then add the function definition parameters carried by the flow (overwriting duplicates)
 	for key, value := range fParam {
 		params[key] = value
 	}
 
-	// 将得到的FParams存留在flow结构体中，用来function业务直接通过Hash获取
-	// key 为当前Function的KisId，不用Fid的原因是为了防止一个Flow添加两个相同策略Id的Function
-	flow.funcParams[function.GetId()] = params
+	// Store the obtained FParams in the flow structure for direct access by the function
+	// The key is the KisId of the current Function, not using Fid to prevent adding two Functions with the same strategy Id to a Flow
+	flow.funcParams[function.GetID()] = params
 
 	return nil
 }
 
-// Run 启动KisFlow的流式计算, 从起始Function开始执行流
+// Run starts the streaming computation of KisFlow, starting from the initial Function.
 func (flow *KisFlow) Run(ctx context.Context) error {
 
 	var fn kis.Function
@@ -212,7 +212,7 @@ func (flow *KisFlow) Run(ctx context.Context) error {
 	flow.abort = false
 
 	if flow.Conf.Status == int(common.FlowDisable) {
-		// flow被配置关闭
+		// Flow is configured to be disabled
 		return nil
 	}
 
@@ -220,27 +220,27 @@ func (flow *KisFlow) Run(ctx context.Context) error {
 	var funcStart time.Time
 	var flowStart time.Time
 
-	// 因为此时还没有执行任何Function, 所以PrevFunctionId为FirstVirtual 因为没有上一层Function
-	flow.PrevFunctionId = common.FunctionIdFirstVirtual
+	// Since no Function has been executed at this time, PrevFunctionId is FirstVirtual because there is no previous layer Function
+	flow.PrevFunctionId = common.FunctionIDFirstVirtual
 
-	// 提交数据流原始数据
+	// Commit the original data stream
 	if err := flow.commitSrcData(ctx); err != nil {
 		return err
 	}
 
 	// Metrics
 	if config.GlobalConfig.EnableProm == true {
-		// 统计Flow的调度次数
+		// Count the number of Flow schedules
 		metrics.Metrics.FlowScheduleCntsToTal.WithLabelValues(flow.Name).Inc()
-		// 统计Flow的执行消耗时长
+		// Count the execution time of Flow
 		flowStart = time.Now()
 	}
 
-	// 流式链式调用
+	// Streaming chain call
 	for fn != nil && flow.abort == false {
 
-		// flow记录当前执行到的Function 标记
-		fid := fn.GetId()
+		// Record the current Function being executed by the flow
+		fid := fn.GetID()
 		flow.ThisFunction = fn
 		flow.ThisFunctionId = fid
 
@@ -248,14 +248,14 @@ func (flow *KisFlow) Run(ctx context.Context) error {
 		fMode := fn.GetConfig().FMode
 
 		if config.GlobalConfig.EnableProm == true {
-			// 统计Function调度次数
+			// Count the number of Function schedules
 			metrics.Metrics.FuncScheduleCntsTotal.WithLabelValues(fName, fMode).Inc()
 
-			// 统计Function 耗时 记录开始时间
+			// Count the time consumed by Function, record the start time
 			funcStart = time.Now()
 		}
 
-		// 得到当前Function要处理与的源数据
+		// Get the source data that the current Function needs to process
 		if inputData, err := flow.getCurData(); err != nil {
 			log.Logger().ErrorFX(ctx, "flow.Run(): getCurData err = %s\n", err.Error())
 			return err
@@ -273,16 +273,16 @@ func (flow *KisFlow) Run(ctx context.Context) error {
 				return err
 			}
 
-			// 统计Function 耗时
+			// Count the time consumed by Function
 			if config.GlobalConfig.EnableProm == true {
-				// Function消耗时间
+				// Function consumption time
 				duration := time.Since(funcStart)
 
-				// 统计当前Function统计指标,做时间统计
+				// Count the current Function metrics, do time statistics
 				metrics.Metrics.FunctionDuration.With(
 					prometheus.Labels{
-						common.LABEL_FUNCTION_NAME: fName,
-						common.LABEL_FUNCTION_MODE: fMode}).Observe(duration.Seconds() * 1000)
+						common.LabelFunctionName: fName,
+						common.LabelFunctionMode: fMode}).Observe(duration.Seconds() * 1000)
 			}
 
 		}
@@ -290,7 +290,7 @@ func (flow *KisFlow) Run(ctx context.Context) error {
 
 	// Metrics
 	if config.GlobalConfig.EnableProm == true {
-		// 统计Flow执行耗时
+		// Count the execution time of Flow
 		duration := time.Since(flowStart)
 		metrics.Metrics.FlowDuration.WithLabelValues(flow.Name).Observe(duration.Seconds() * 1000)
 	}
@@ -298,10 +298,10 @@ func (flow *KisFlow) Run(ctx context.Context) error {
 	return nil
 }
 
-// Next 当前Flow执行到的Function进入下一层Function所携带的Action动作
+// Next the current Flow enters the Action action carried by the next layer Function.
 func (flow *KisFlow) Next(acts ...kis.ActionFunc) error {
 
-	// 加载Function FaaS 传递的 Action动作
+	// Load the Action actions carried by Function FaaS
 	flow.action = kis.LoadActions(acts)
 
 	return nil
@@ -311,7 +311,7 @@ func (flow *KisFlow) GetName() string {
 	return flow.Name
 }
 
-func (flow *KisFlow) GetId() string {
+func (flow *KisFlow) GetID() string {
 	return flow.Id
 }
 
@@ -323,7 +323,7 @@ func (flow *KisFlow) GetThisFuncConf() *config.KisFuncConfig {
 	return flow.ThisFunction.GetConfig()
 }
 
-// GetConnector 得到当前正在执行的Function的Connector
+// GetConnector gets the Connector of the Function currently being executed by the Flow.
 func (flow *KisFlow) GetConnector() (kis.Connector, error) {
 	if connector := flow.ThisFunction.GetConnector(); connector != nil {
 		return connector, nil
@@ -332,7 +332,7 @@ func (flow *KisFlow) GetConnector() (kis.Connector, error) {
 	}
 }
 
-// GetConnConf 得到当前正在执行的Function的Connector的配置
+// GetConnConf gets the Connector configuration of the Function currently being executed by the Flow.
 func (flow *KisFlow) GetConnConf() (*config.KisConnConfig, error) {
 	if connector := flow.ThisFunction.GetConnector(); connector != nil {
 		return connector.GetConfig(), nil
@@ -345,7 +345,7 @@ func (flow *KisFlow) GetConfig() *config.KisFlowConfig {
 	return flow.Conf
 }
 
-// GetFuncConfigByName 得到当前Flow的配置
+// GetFuncConfigByName gets the configuration of the current Flow by Function name.
 func (flow *KisFlow) GetFuncConfigByName(funcName string) *config.KisFuncConfig {
 	if f, ok := flow.Funcs[funcName]; ok {
 		return f.GetConfig()

flow/kis_flow_action.go

@@ -7,7 +7,7 @@ import (
 	"github.com/aceld/kis-flow/kis"
 )
 
-// dealAction  处理Action，决定接下来Flow的流程走向
+// dealAction handles Action to determine the next direction of the Flow.
 func (flow *KisFlow) dealAction(ctx context.Context, fn kis.Function) (kis.Function, error) {
 
 	// DataReuse Action
@@ -32,31 +32,31 @@ func (flow *KisFlow) dealAction(ctx context.Context, fn kis.Function) (kis.Funct
 	// JumpFunc Action
 	if flow.action.JumpFunc != "" {
 		if _, ok := flow.Funcs[flow.action.JumpFunc]; !ok {
-			//当前JumpFunc不在flow中
+			// The current JumpFunc is not in the flow
 			return nil, errors.New(fmt.Sprintf("Flow Jump -> %s is not in Flow", flow.action.JumpFunc))
 		}
 
 		jumpFunction := flow.Funcs[flow.action.JumpFunc]
-		// 更新上层Function
+		// Update the upper layer Function
 		flow.PrevFunctionId = jumpFunction.GetPrevId()
 		fn = jumpFunction
 
-		// 如果设置跳跃，强制跳跃
+		// If set to jump, force the jump
 		flow.abort = false
 
 	} else {
 
-		// 更新上一层 FuncitonId 游标
+		// Update the upper layer FunctionId cursor
 		flow.PrevFunctionId = flow.ThisFunctionId
 		fn = fn.Next()
 	}
 
-	// Abort Action 强制终止
+	// Abort Action force termination
 	if flow.action.Abort {
 		flow.abort = true
 	}
 
-	// 清空Action
+	// Clear Action
 	flow.action = kis.Action{}
 
 	return fn, nil

flow/kis_flow_data.go

@@ -13,7 +13,7 @@ import (
 	"time"
 )
 
-// CommitRow 提交Flow数据, 一行数据，如果是批量数据可以提交多次
+// CommitRow submits a single row of data to the Flow; multiple rows can be submitted multiple times
 func (flow *KisFlow) CommitRow(row interface{}) error {
 
 	flow.buffer = append(flow.buffer, row)
@@ -21,7 +21,7 @@ func (flow *KisFlow) CommitRow(row interface{}) error {
 	return nil
 }
 
-// CommitRowBatch 提交Flow数据, 批量数据
+// CommitRowBatch submits a batch of data to the Flow
 func (flow *KisFlow) CommitRowBatch(rows interface{}) error {
 	v := reflect.ValueOf(rows)
 	if v.Kind() != reflect.Slice {
@@ -36,17 +36,17 @@ func (flow *KisFlow) CommitRowBatch(rows interface{}) error {
 	return nil
 }
 
-// Input 得到flow当前执行Function的输入源数据
+// Input gets the input data for the currently executing Function in the Flow
 func (flow *KisFlow) Input() common.KisRowArr {
 	return flow.inPut
 }
 
-// commitSrcData 提交当前Flow的数据源数据, 表示首次提交当前Flow的原始数据源
-// 将flow的临时数据buffer，提交到flow的data中,(data为各个Function层级的源数据备份)
-// 会清空之前所有的flow数据
+// commitSrcData submits the data source data for the current Flow, indicating the first submission of the original data source for the current Flow
+// The flow's temporary data buffer is submitted to the flow's data (data is the source data backup for each Function level)
+// All previous flow data will be cleared
 func (flow *KisFlow) commitSrcData(ctx context.Context) error {
 
-	// 制作批量数据batch
+	// Create a batch of data
 	dataCnt := len(flow.buffer)
 	batch := make(common.KisRowArr, 0, dataCnt)
 
@@ -54,22 +54,22 @@ func (flow *KisFlow) commitSrcData(ctx context.Context) error {
 		batch = append(batch, row)
 	}
 
-	// 清空之前所有数据
+	// Clear all previous data
 	flow.clearData(flow.data)
 
-	// 首次提交，记录flow原始数据
-	// 因为首次提交，所以PrevFunctionId为FirstVirtual 因为没有上一层Function
-	flow.data[common.FunctionIdFirstVirtual] = batch
+	// Record the original data for the flow for the first time
+	// Because it is the first submission, PrevFunctionId is FirstVirtual because there is no upper Function
+	flow.data[common.FunctionIDFirstVirtual] = batch
 
-	// 清空缓冲Buf
+	// Clear the buffer
 	flow.buffer = flow.buffer[0:0]
 
-	// 首次提交数据源数据，进行统计数据总量
+	// The first submission of data source data, for statistical total data
 	if config.GlobalConfig.EnableProm == true {
-		// 统计数据总量 Metrics.DataTota 指标累计加1
+		// Statistics for total data Metrics.DataTotal accumulates by 1
 		metrics.Metrics.DataTotal.Add(float64(dataCnt))
 
-		//统计当前Flow数量指标
+		// Statistics for current Flow quantity index
 		metrics.Metrics.FlowDataTotal.WithLabelValues(flow.Name).Add(float64(dataCnt))
 	}
 
@@ -78,7 +78,7 @@ func (flow *KisFlow) commitSrcData(ctx context.Context) error {
 	return nil
 }
 
-// getCurData 获取flow当前Function层级的输入数据
+// getCurData gets the input data for the current Function level of the flow
 func (flow *KisFlow) getCurData() (common.KisRowArr, error) {
 	if flow.PrevFunctionId == "" {
 		return nil, errors.New(fmt.Sprintf("flow.PrevFunctionId is not set"))
@@ -94,16 +94,16 @@ func (flow *KisFlow) getCurData() (common.KisRowArr, error) {
 // commitReuseData
 func (flow *KisFlow) commitReuseData(ctx context.Context) error {
 
-	// 判断上层是否有结果数据, 如果没有则退出本次Flow Run循环
+	// Check if there are result data from the upper layer; if not, exit the current Flow Run loop
 	if len(flow.data[flow.PrevFunctionId]) == 0 {
 		flow.abort = true
 		return nil
 	}
 
-	// 本层结果数据等于上层结果数据(复用上层结果数据到本层)
+	// This layer's result data is equal to the upper layer's result data (reuse the upper layer's result data to this layer)
 	flow.data[flow.ThisFunctionId] = flow.data[flow.PrevFunctionId]
 
-	// 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)
+	// Clear the buffer (If it is a ReuseData option, all the submitted data will not be carried to the next layer)
 	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)
@@ -116,10 +116,10 @@ func (flow *KisFlow) commitVoidData(ctx context.Context) error {
 		return nil
 	}
 
-	// 制作空数据
+	// Create empty data
 	batch := make(common.KisRowArr, 0)
 
-	// 将本层计算的缓冲数据提交到本层结果数据中
+	// Submit the calculated buffer data of this layer to the result data of this layer
 	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)
@@ -127,27 +127,27 @@ func (flow *KisFlow) commitVoidData(ctx context.Context) error {
 	return nil
 }
 
-//commitCurData 提交Flow当前执行Function的结果数据
+// commitCurData submits the result data of the currently executing Function in the Flow
 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
+	// Check if this layer's calculation has result data; if not, exit the current Flow Run loop
 	if len(flow.buffer) == 0 {
 		flow.abort = true
 		return nil
 	}
 
-	// 制作批量数据batch
+	// Create a batch of data
 	batch := make(common.KisRowArr, 0, len(flow.buffer))
 
-	// 如果strBuf为空，则没有添加任何数据
+	// If strBuf is empty, no data has been added
 	for _, row := range flow.buffer {
 		batch = append(batch, row)
 	}
 
-	// 将本层计算的缓冲数据提交到本层结果数据中
+	// Submit the calculated buffer data of this layer to the result data of this layer
 	flow.data[flow.ThisFunctionId] = batch
 
-	// 清空缓冲Buf
+	// Clear the buffer
 	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)
@@ -155,7 +155,7 @@ func (flow *KisFlow) commitCurData(ctx context.Context) error {
 	return nil
 }
 
-// clearData 清空flow所有数据
+// clearData clears all flow data
 func (flow *KisFlow) clearData(data common.KisDataMap) {
 	for k := range data {
 		delete(data, k)
@@ -179,7 +179,7 @@ func (flow *KisFlow) SetCacheData(key string, value interface{}, Exp time.Durati
 	}
 }
 
-// GetMetaData 得到当前Flow对象的临时数据
+// GetMetaData gets the temporary data of the current Flow object
 func (flow *KisFlow) GetMetaData(key string) interface{} {
 	flow.mLock.RLock()
 	defer flow.mLock.RUnlock()
@@ -192,7 +192,7 @@ func (flow *KisFlow) GetMetaData(key string) interface{} {
 	return data
 }
 
-// SetMetaData 设置当前Flow对象的临时数据
+// SetMetaData sets the temporary data of the current Flow object
 func (flow *KisFlow) SetMetaData(key string, value interface{}) {
 	flow.mLock.Lock()
 	defer flow.mLock.Unlock()
@@ -200,7 +200,7 @@ func (flow *KisFlow) SetMetaData(key string, value interface{}) {
 	flow.metaData[key] = value
 }
 
-// GetFuncParam 得到Flow的当前正在执行的Function的配置默认参数，取出一对key-value
+// GetFuncParam gets the default configuration parameters of the currently executing Function in the Flow, retrieves a key-value pair
 func (flow *KisFlow) GetFuncParam(key string) string {
 	flow.fplock.RLock()
 	defer flow.fplock.RUnlock()
@@ -214,7 +214,7 @@ func (flow *KisFlow) GetFuncParam(key string) string {
 	return ""
 }
 
-// GetFuncParamAll 得到Flow的当前正在执行的Function的配置默认参数，取出全部Key-Value
+// GetFuncParamAll gets the default configuration parameters of the currently executing Function in the Flow, retrieves all Key-Value pairs
 func (flow *KisFlow) GetFuncParamAll() config.FParam {
 	flow.fplock.RLock()
 	defer flow.fplock.RUnlock()
@@ -227,7 +227,7 @@ func (flow *KisFlow) GetFuncParamAll() config.FParam {
 	return param
 }
 
-// GetFuncParamsAllFuncs 得到Flow中所有Function的FuncParams，取出全部Key-Value
+// GetFuncParamsAllFuncs gets the FuncParams of all Functions in the Flow, retrieves all Key-Value pairs
 func (flow *KisFlow) GetFuncParamsAllFuncs() map[string]config.FParam {
 	flow.fplock.RLock()
 	defer flow.fplock.RUnlock()

function/kis_base_function.go

@@ -11,28 +11,29 @@ import (
 )
 
 type BaseFunction struct {
-	// Id , KisFunction的实例ID，用于KisFlow内部区分不同的实例对象
+	// Id, the instance ID of KisFunction, used to differentiate different instance objects within KisFlow
 	Id     string
 	Config *config.KisFuncConfig
 
 	// flow
-	flow kis.Flow //上下文环境KisFlow
+	flow kis.Flow // Context environment KisFlow
 
 	// connector
 	connector kis.Connector
 
-	// Function的自定义临时数据
+	// Custom temporary data of Function
 	metaData map[string]interface{}
-	// 管理metaData的读写锁
+	// Manage the read-write lock of metaData
 	mLock sync.RWMutex
 
 	// link
-	N kis.Function //下一个流计算Function
-	P kis.Function //上一个流计算Function
+	N kis.Function // Next flow computing Function
+	P kis.Function // Previous flow computing Function
 }
 
 // Call
-// BaseFunction 为空实现，目的为了让其他具体类型的KisFunction，如KisFunction_V 来继承BaseFuncion来重写此方法
+// BaseFunction is an empty implementation, designed to allow other specific types of KisFunction,
+// such as KisFunction_V, to inherit BaseFuncion and override this method
 func (base *BaseFunction) Call(ctx context.Context, flow kis.Flow) error { return nil }
 
 func (base *BaseFunction) Next() kis.Function {
@@ -61,24 +62,24 @@ func (base *BaseFunction) SetConfig(s *config.KisFuncConfig) error {
 	return nil
 }
 
-func (base *BaseFunction) GetId() string {
+func (base *BaseFunction) GetID() string {
 	return base.Id
 }
 
 func (base *BaseFunction) GetPrevId() string {
 	if base.P == nil {
-		//Function为首结点
-		return common.FunctionIdFirstVirtual
+		// Function is the first node
+		return common.FunctionIDFirstVirtual
 	}
-	return base.P.GetId()
+	return base.P.GetID()
 }
 
 func (base *BaseFunction) GetNextId() string {
 	if base.N == nil {
-		//Function为尾结点
-		return common.FunctionIdLastVirtual
+		// Function is the last node
+		return common.FunctionIDLastVirtual
 	}
-	return base.N.GetId()
+	return base.N.GetID()
 }
 
 func (base *BaseFunction) GetConfig() *config.KisFuncConfig {
@@ -97,7 +98,7 @@ func (base *BaseFunction) GetFlow() kis.Flow {
 	return base.flow
 }
 
-// AddConnector 给当前Function实例添加一个Connector
+// AddConnector adds a Connector to the current Function instance
 func (base *BaseFunction) AddConnector(conn kis.Connector) error {
 	if conn == nil {
 		return errors.New("conn is nil")
@@ -108,22 +109,22 @@ func (base *BaseFunction) AddConnector(conn kis.Connector) error {
 	return nil
 }
 
-// GetConnector 获取当前Function实例所关联的Connector
+// GetConnector gets the Connector associated with the current Function instance
 func (base *BaseFunction) GetConnector() kis.Connector {
 	return base.connector
 }
 
 func (base *BaseFunction) CreateId() {
-	base.Id = id.KisID(common.KisIdTypeFunction)
+	base.Id = id.KisID(common.KisIDTypeFunction)
 }
 
-// NewKisFunction 创建一个NsFunction
-// flow: 当前所属的flow实例
-// s : 当前function的配置策略
+// NewKisFunction creates a new NsFunction
+// flow: the current belonging flow instance
+// s: the configuration strategy of the current function
 func NewKisFunction(flow kis.Flow, config *config.KisFuncConfig) kis.Function {
 	var f kis.Function
 
-	//工厂生产泛化对象
+	// Factory produces generic objects
 	switch common.KisMode(config.FMode) {
 	case common.V:
 		f = NewKisFunctionV()
@@ -136,19 +137,19 @@ func NewKisFunction(flow kis.Flow, config *config.KisFuncConfig) kis.Function {
 	case common.E:
 		f = NewKisFunctionE()
 	default:
-		//LOG ERROR
+		// LOG ERROR
 		return nil
 	}
 
-	// 生成随机实例唯一ID
+	// Generate a random unique instance ID
 	f.CreateId()
 
-	// 设置基础信息属性
+	// Set basic information attributes
 	if err := f.SetConfig(config); err != nil {
 		panic(err)
 	}
 
-	// 设置Flow
+	// Set Flow
 	if err := f.SetFlow(flow); err != nil {
 		panic(err)
 	}
@@ -156,7 +157,7 @@ func NewKisFunction(flow kis.Flow, config *config.KisFuncConfig) kis.Function {
 	return f
 }
 
-// GetMetaData 得到当前Function的临时数据
+// GetMetaData gets the temporary data of the current Function
 func (base *BaseFunction) GetMetaData(key string) interface{} {
 	base.mLock.RLock()
 	defer base.mLock.RUnlock()
@@ -169,7 +170,7 @@ func (base *BaseFunction) GetMetaData(key string) interface{} {
 	return data
 }
 
-// SetMetaData 设置当前Function的临时数据
+// SetMetaData sets the temporary data of the current Function
 func (base *BaseFunction) SetMetaData(key string, value interface{}) {
 	base.mLock.Lock()
 	defer base.mLock.Unlock()

function/kis_function_c.go

@@ -13,7 +13,7 @@ type KisFunctionC struct {
 func NewKisFunctionC() kis.Function {
 	f := new(KisFunctionC)
 
-	// 初始化metaData
+	// Initialize metaData
 	f.metaData = make(map[string]interface{})
 
 	return f
@@ -22,7 +22,7 @@ func NewKisFunctionC() kis.Function {
 func (f *KisFunctionC) Call(ctx context.Context, flow kis.Flow) error {
 	log.Logger().DebugF("KisFunctionC, flow = %+v\n", flow)
 
-	// 通过KisPool 路由到具体的执行计算Function中
+	// Route to the specific computing Function through KisPool
 	if err := kis.Pool().CallFunction(ctx, f.Config.FName, flow); err != nil {
 		log.Logger().ErrorFX(ctx, "Function Called Error err = %s\n", err)
 		return err

function/kis_function_e.go

@@ -13,7 +13,7 @@ type KisFunctionE struct {
 func NewKisFunctionE() kis.Function {
 	f := new(KisFunctionE)
 
-	// 初始化metaData
+	// Initialize metaData
 	f.metaData = make(map[string]interface{})
 
 	return f
@@ -22,7 +22,7 @@ func NewKisFunctionE() kis.Function {
 func (f *KisFunctionE) Call(ctx context.Context, flow kis.Flow) error {
 	log.Logger().DebugF("KisFunctionE, flow = %+v\n", flow)
 
-	// 通过KisPool 路由到具体的执行计算Function中
+	// Route to the specific computing Function through KisPool
 	if err := kis.Pool().CallFunction(ctx, f.Config.FName, flow); err != nil {
 		log.Logger().ErrorFX(ctx, "Function Called Error err = %s\n", err)
 		return err

function/kis_function_l.go

@@ -13,7 +13,7 @@ type KisFunctionL struct {
 func NewKisFunctionL() kis.Function {
 	f := new(KisFunctionL)
 
-	// 初始化metaData
+	// Initialize metaData
 	f.metaData = make(map[string]interface{})
 
 	return f
@@ -22,7 +22,7 @@ func NewKisFunctionL() kis.Function {
 func (f *KisFunctionL) Call(ctx context.Context, flow kis.Flow) error {
 	log.Logger().DebugF("KisFunctionL, flow = %+v\n", flow)
 
-	// 通过KisPool 路由到具体的执行计算Function中
+	// Route to the specific computing Function through KisPool
 	if err := kis.Pool().CallFunction(ctx, f.Config.FName, flow); err != nil {
 		log.Logger().ErrorFX(ctx, "Function Called Error err = %s\n", err)
 		return err

function/kis_function_s.go

@@ -13,7 +13,7 @@ type KisFunctionS struct {
 func NewKisFunctionS() kis.Function {
 	f := new(KisFunctionS)
 
-	// 初始化metaData
+	// Initialize metaData
 	f.metaData = make(map[string]interface{})
 
 	return f
@@ -22,7 +22,7 @@ func NewKisFunctionS() kis.Function {
 func (f *KisFunctionS) Call(ctx context.Context, flow kis.Flow) error {
 	log.Logger().DebugF("KisFunctionS, flow = %+v\n", flow)
 
-	// 通过KisPool 路由到具体的执行计算Function中
+	// Route to the specific computing Function through KisPool
 	if err := kis.Pool().CallFunction(ctx, f.Config.FName, flow); err != nil {
 		log.Logger().ErrorFX(ctx, "Function Called Error err = %s\n", err)
 		return err

function/kis_function_v.go

@@ -13,7 +13,7 @@ type KisFunctionV struct {
 func NewKisFunctionV() kis.Function {
 	f := new(KisFunctionV)
 
-	// 初始化metaData
+	// Initialize metaData
 	f.metaData = make(map[string]interface{})
 
 	return f
@@ -22,7 +22,7 @@ func NewKisFunctionV() kis.Function {
 func (f *KisFunctionV) Call(ctx context.Context, flow kis.Flow) error {
 	log.Logger().DebugF("KisFunctionV, flow = %+v\n", flow)
 
-	// 通过KisPool 路由到具体的执行计算Function中
+	// Route to the specific computing Function through KisPool
 	if err := kis.Pool().CallFunction(ctx, f.Config.FName, flow); err != nil {
 		log.Logger().ErrorFX(ctx, "Function Called Error err = %s\n", err)
 		return err

go.mod

@@ -17,6 +17,6 @@ require (
 	github.com/prometheus/client_model v0.3.0 // indirect
 	github.com/prometheus/common v0.37.0 // indirect
 	github.com/prometheus/procfs v0.8.0 // indirect
-	golang.org/x/sys v0.0.0-20220520151302-bc2c85ada10a // indirect
+	golang.org/x/sys v0.19.0 // indirect
 	google.golang.org/protobuf v1.28.1 // indirect
 )

id/kis_id.go

@@ -6,12 +6,12 @@ import (
 	"strings"
 )
 
-// KisID 获取一个中随机实例ID
-// 格式为  "prefix1-[prefix2-][prefix3-]ID"
-// 如：flow-1234567890
-// 如：func-1234567890
-// 如: conn-1234567890
-// 如: func-1-1234567890
+// KisID generates a random instance ID.
+// The format is "prefix1-[prefix2-][prefix3-]ID"
+// Example: flow-1234567890
+// Example: func-1234567890
+// Example: conn-1234567890
+// Example: func-1-1234567890
 func KisID(prefix ...string) (kisId string) {
 
 	idStr := strings.Replace(uuid.New().String(), "-", "", -1)
@@ -25,7 +25,7 @@ func formatKisID(idStr string, prefix ...string) string {
 
 	for _, fix := range prefix {
 		kisId += fix
-		kisId += common.KisIdJoinChar
+		kisId += common.KisIDJoinChar
 	}
 
 	kisId += idStr

kis/action.go

@@ -1,25 +1,27 @@
 package kis
 
-// Action KisFlow执行流程Actions
+// Action defines the actions for KisFlow execution.
 type Action struct {
-	// DataReuse 是否复用上层Function数据
+	// DataReuse indicates whether to reuse data from the upper Function.
 	DataReuse bool
 
-	// 默认Next()为如果本层Function计算结果为0条数据，之后Function将不会继续执行
-	// ForceEntryNext 为忽略上述默认规则，没有数据强制进入下一层Function
+	// ForceEntryNext overrides the default rule, where if the current Function's calculation result is 0 data entries,
+	// subsequent Functions will not continue execution.
+	// With ForceEntryNext set to true, the next Function will be entered regardless of the data.
 	ForceEntryNext bool
 
-	// JumpFunc 跳转到指定Function继续执行
+	// JumpFunc specifies the Function to jump to for continued execution.
+	// (Note: This can easily lead to Flow loop calls, causing an infinite loop.)
 	JumpFunc string
 
-	// Abort 终止Flow的执行
+	// Abort terminates the execution of the Flow.
 	Abort bool
 }
 
-// ActionFunc KisFlow Functional Option 类型
+// ActionFunc is the type for KisFlow Functional Option.
 type ActionFunc func(ops *Action)
 
-// LoadActions 加载Actions，依次执行ActionFunc操作函数
+// LoadActions loads Actions and sequentially executes the ActionFunc operations.
 func LoadActions(acts []ActionFunc) Action {
 	action := Action{}
 
@@ -34,25 +36,25 @@ func LoadActions(acts []ActionFunc) Action {
 	return action
 }
 
-// ActionDataReuse Next复用上层Function数据Option
+// ActionDataReuse sets the option for reusing data from the upper Function.
 func ActionDataReuse(act *Action) {
 	act.DataReuse = true
 }
 
-// ActionForceEntryNext 强制进入下一层
+// ActionForceEntryNext sets the option to forcefully enter the next layer.
 func ActionForceEntryNext(act *Action) {
 	act.ForceEntryNext = true
 }
 
-// ActionJumpFunc 会返回一个ActionFunc函数，并且会将funcName赋值给Action.JumpFunc
-// (注意：容易出现Flow循环调用，导致死循环)
+// ActionJumpFunc returns an ActionFunc function and sets the funcName to Action.JumpFunc.
+// (Note: This can easily lead to Flow loop calls, causing an infinite loop.)
 func ActionJumpFunc(funcName string) ActionFunc {
 	return func(act *Action) {
 		act.JumpFunc = funcName
 	}
 }
 
-// ActionAbort 终止Flow的执行
+// ActionAbort terminates the execution of the Flow.
 func ActionAbort(action *Action) {
 	action.Abort = true
 }

kis/connector.go

@@ -5,19 +5,20 @@ import (
 	"github.com/aceld/kis-flow/config"
 )
 
+// Connector defines the interface for connectors associated with external storage.
 type Connector interface {
-	// Init 初始化Connector所关联的存储引擎链接等
+	// Init initializes the connection to the storage engine associated with the Connector.
 	Init() error
-	// Call 调用Connector 外挂存储逻辑的读写操作
+	// Call invokes the read-write operations of the external storage logic.
 	Call(ctx context.Context, flow Flow, args interface{}) (interface{}, error)
-	// GetId 获取Connector的ID
-	GetId() string
-	// GetName 获取Connector的名称
+	// GetID returns the ID of the Connector.
+	GetID() string
+	// GetName returns the name of the Connector.
 	GetName() string
-	// GetConfig 获取Connector的配置信息
+	// GetConfig returns the configuration information of the Connector.
 	GetConfig() *config.KisConnConfig
-	// GetMetaData 得到当前Connector的临时数据
+	// GetMetaData gets the temporary data of the current Connector.
 	GetMetaData(key string) interface{}
-	// SetMetaData 设置当前Connector的临时数据
+	// SetMetaData sets the temporary data of the current Connector.
 	SetMetaData(key string, value interface{})
 }

kis/faas.go

@@ -10,113 +10,111 @@ import (
 
 // FaaS Function as a Service
 
-// 将
+// Change the type definition from:
 // type FaaS func(context.Context, Flow) error
-// 改为
+// to:
 // type FaaS func(context.Context, Flow, ...interface{}) error
-// 可以通过可变参数的任意输入类型进行数据传递
+// This allows passing data through variadic parameters of any type.
 type FaaS interface{}
 
-// FaaSDesc FaaS 回调计算业务函数 描述
+// FaaSDesc describes the FaaS callback computation function.
 type FaaSDesc struct {
-	Serialize                // 当前Function的数据输入输出序列化实现
-	FnName    string         // Function名称
-	f         interface{}    // FaaS 函数
-	fName     string         // 函数名称
-	ArgsType  []reflect.Type // 函数参数类型（集合）
-	ArgNum    int            // 函数参数个数
-	FuncType  reflect.Type   // 函数类型
-	FuncValue reflect.Value  // 函数值(函数地址)
+	Serialize                // Serialization implementation for the current Function's data input and output
+	FnName    string         // Function name
+	f         interface{}    // FaaS function
+	fName     string         // Function name
+	ArgsType  []reflect.Type // Function parameter types (collection)
+	ArgNum    int            // Number of function parameters
+	FuncType  reflect.Type   // Function type
+	FuncValue reflect.Value  // Function value (function address)
 }
 
-// NewFaaSDesc 根据用户注册的FnName 和FaaS 回调函数，创建 FaaSDesc 描述实例
+// NewFaaSDesc creates an instance of FaaSDesc description based on the registered FnName and FaaS callback function.
 func NewFaaSDesc(fnName string, f FaaS) (*FaaSDesc, error) {
 
-	// 输入输出序列化实例
+	// Serialization instance
 	var serializeImpl Serialize
 
-	// 传入的回调函数FaaS,函数值(函数地址)
+	// Callback function value (function address)
 	funcValue := reflect.ValueOf(f)
 
-	// 传入的回调函数FaaS 类型
+	// Callback function type
 	funcType := funcValue.Type()
 
-	// 判断传递的FaaS指针是否是函数类型
+	// Check if the provided FaaS pointer is a function type
 	if !isFuncType(funcType) {
 		return nil, fmt.Errorf("provided FaaS type is %s, not a function", funcType.Name())
 	}
 
-	// 判断传递的FaaS函数是否有返回值类型是只包括(error)
+	// Check if the FaaS function has a return value that only includes (error)
 	if funcType.NumOut() != 1 || funcType.Out(0) != reflect.TypeOf((*error)(nil)).Elem() {
 		return nil, errors.New("function must have exactly one return value of type error")
 	}
 
-	// FaaS函数的参数类型集合
+	// FaaS function parameter types
 	argsType := make([]reflect.Type, funcType.NumIn())
 
-	// 获取FaaS的函数名称
+	// Get the FaaS function name
 	fullName := runtime.FuncForPC(funcValue.Pointer()).Name()
 
-	// 确保  FaaS func(context.Context, Flow, ...interface{}) error 形参列表，存在context.Context 和 kis.Flow
-
-	// 是否包含kis.Flow类型的形参
+	// Ensure that the FaaS function parameter list contains context.Context and kis.Flow
+	// Check if the function contains a parameter of type kis.Flow
 	containsKisFlow := false
-	// 是否包含context.Context类型的形参
+	// Check if the function contains a parameter of type context.Context
 	containsCtx := false
 
-	// 遍历FaaS的形参类型
+	// Iterate over the FaaS function parameter types
 	for i := 0; i < funcType.NumIn(); i++ {
 
-		// 取出第i个形式参数类型
+		// Get the i-th formal parameter type
 		paramType := funcType.In(i)
 
 		if isFlowType(paramType) {
-			// 判断是否包含kis.Flow类型的形参
+			// Check if the function contains a parameter of type kis.Flow
 			containsKisFlow = true
 
 		} else if isContextType(paramType) {
-			// 判断是否包含context.Context类型的形参
+			// Check if the function contains a parameter of type context.Context
 			containsCtx = true
 
 		} else if isSliceType(paramType) {
 
-			// 获取当前参数Slice的元素类型
+			// Get the element type of the current parameter Slice
 			itemType := paramType.Elem()
 
-			// 如果当前参数是一个指针类型，则获取指针指向的结构体类型
+			// If the current parameter is a pointer type, get the struct type that the pointer points to
 			if itemType.Kind() == reflect.Ptr {
-				itemType = itemType.Elem() // 获取指针指向的结构体类型
+				itemType = itemType.Elem() // Get the struct type that the pointer points to
 			}
 
 			// Check if f implements Serialize interface
-			// (检测传递的FaaS函数是否实现了Serialize接口)
 			if isSerialize(itemType) {
-				// 如果当前形参实现了Serialize接口，则使用当前形参的序列化实现
+				// If the current parameter implements the Serialize interface, use the serialization implementation of the current parameter
 				serializeImpl = reflect.New(itemType).Interface().(Serialize)
 
 			} else {
-				// 如果当前形参没有实现Serialize接口，则使用默认的序列化实现
+				// If the current parameter does not implement the Serialize interface, use the default serialization implementation
 				serializeImpl = defaultSerialize // Use global default implementation
 			}
 		} else {
 			// Other types are not supported
 		}
 
-		// 将当前形参类型追加到argsType集合中
+		// Append the current parameter type to the argsType collection
 		argsType[i] = paramType
 	}
 
 	if !containsKisFlow {
-		// 不包含kis.Flow类型的形参，返回错误
+		// If the function parameter list does not contain a parameter of type kis.Flow, return an error
 		return nil, errors.New("function parameters must have kis.Flow param, please use FaaS type like: [type FaaS func(context.Context, Flow, ...interface{}) error]")
 	}
 
 	if !containsCtx {
-		// 不包含context.Context类型的形参，返回错误
+		// If the function parameter list does not contain a parameter of type context.Context, return an error
 		return nil, errors.New("function parameters must have context, please use FaaS type like: [type FaaS func(context.Context, Flow, ...interface{}) error]")
 	}
 
-	// 返回FaaSDesc描述实例
+	// Return the FaaSDesc description instance
 	return &FaaSDesc{
 		Serialize: serializeImpl,
 		FnName:    fnName,
@@ -129,26 +127,26 @@ func NewFaaSDesc(fnName string, f FaaS) (*FaaSDesc, error) {
 	}, nil
 }
 
-// isFuncType 判断传递进来的 paramType 是否是函数类型
+// isFuncType checks whether the provided paramType is a function type
 func isFuncType(paramType reflect.Type) bool {
 	return paramType.Kind() == reflect.Func
 }
 
-// isFlowType 判断传递进来的 paramType 是否是 kis.Flow 类型
+// isFlowType checks whether the provided paramType is of type kis.Flow
 func isFlowType(paramType reflect.Type) bool {
 	var flowInterfaceType = reflect.TypeOf((*Flow)(nil)).Elem()
 
 	return paramType.Implements(flowInterfaceType)
 }
 
-// isContextType 判断传递进来的 paramType 是否是 context.Context 类型
+// isContextType checks whether the provided paramType is of type context.Context
 func isContextType(paramType reflect.Type) bool {
 	typeName := paramType.Name()
 
 	return strings.Contains(typeName, "Context")
 }
 
-// isSliceType 判断传递进来的 paramType 是否是切片类型
+// isSliceType checks whether the provided paramType is a slice type
 func isSliceType(paramType reflect.Type) bool {
 	return paramType.Kind() == reflect.Slice
 }

kis/flow.go

@@ -8,51 +8,51 @@ import (
 )
 
 type Flow interface {
-	// Run 调度Flow，依次调度Flow中的Function并且执行
+	// Run schedules the Flow, sequentially dispatching and executing Functions in the Flow
 	Run(ctx context.Context) error
-	// Link 将Flow中的Function按照配置文件中的配置进行连接, 同时Flow的配置也会更新
+	// Link connects the Functions in the Flow according to the configuration in the config file, and the Flow's configuration will also be updated
 	Link(fConf *config.KisFuncConfig, fParams config.FParam) error
-	// AppendNewFunction 将一个新的Function追加到到Flow中
+	// AppendNewFunction appends a new Function to the Flow
 	AppendNewFunction(fConf *config.KisFuncConfig, fParams config.FParam) error
-	// CommitRow 提交Flow数据到即将执行的Function层
+	// CommitRow submits Flow data to the upcoming Function layer
 	CommitRow(row interface{}) error
-	// CommitRowBatch 提交Flow数据到即将执行的Function层(批量提交)
+	// CommitRowBatch submits Flow data to the upcoming Function layer (batch submission)
 	// row: Must be a slice
 	CommitRowBatch(row interface{}) error
-	// Input 得到flow当前执行Function的输入源数据
+	// Input gets the input source data of the currently executing Function in the Flow
 	Input() common.KisRowArr
-	// GetName 得到Flow的名称
+	// GetName gets the name of the Flow
 	GetName() string
-	// GetThisFunction 得到当前正在执行的Function
+	// GetThisFunction gets the currently executing Function
 	GetThisFunction() Function
-	// GetThisFuncConf 得到当前正在执行的Function的配置
+	// GetThisFuncConf gets the configuration of the currently executing Function
 	GetThisFuncConf() *config.KisFuncConfig
-	// GetConnector 得到当前正在执行的Function的Connector
+	// GetConnector gets the Connector of the currently executing Function
 	GetConnector() (Connector, error)
-	// GetConnConf 得到当前正在执行的Function的Connector的配置
+	// GetConnConf gets the configuration of the Connector of the currently executing Function
 	GetConnConf() (*config.KisConnConfig, error)
-	// GetConfig 得到当前Flow的配置
+	// GetConfig gets the configuration of the current Flow
 	GetConfig() *config.KisFlowConfig
-	// GetFuncConfigByName 得到当前Flow的配置
+	// GetFuncConfigByName gets the configuration of the current Flow by Function name
 	GetFuncConfigByName(funcName string) *config.KisFuncConfig
-	// Next 当前Flow执行到的Function进入下一层Function所携带的Action动作
+	// Next carries the Action actions of the next layer Function that the current Flow is executing
 	Next(acts ...ActionFunc) error
-	// GetCacheData 得到当前Flow的缓存数据
+	// GetCacheData gets the cached data of the current Flow
 	GetCacheData(key string) interface{}
-	// SetCacheData 设置当前Flow的缓存数据
+	// SetCacheData sets the cached data of the current Flow
 	SetCacheData(key string, value interface{}, Exp time.Duration)
-	// GetMetaData 得到当前Flow的临时数据
+	// GetMetaData gets the temporary data of the current Flow
 	GetMetaData(key string) interface{}
-	// SetMetaData 设置当前Flow的临时数据
+	// SetMetaData sets the temporary data of the current Flow
 	SetMetaData(key string, value interface{})
-	// GetFuncParam 得到Flow的当前正在执行的Function的配置默认参数，取出一对key-value
+	// GetFuncParam gets the default parameters of the current Flow's currently executing Function, retrieving a key-value pair
 	GetFuncParam(key string) string
-	// GetFuncParamAll 得到Flow的当前正在执行的Function的配置默认参数，取出全部Key-Value
+	// GetFuncParamAll gets the default parameters of the current Flow's currently executing Function, retrieving all Key-Value pairs
 	GetFuncParamAll() config.FParam
-	// GetFuncParamsAllFuncs 得到Flow中所有Function的FuncParams，取出全部Key-Value
+	// GetFuncParamsAllFuncs gets the FuncParams of all Functions in the Flow, retrieving all Key-Value pairs
 	GetFuncParamsAllFuncs() map[string]config.FParam
-	// Fork 得到Flow的一个副本(深拷贝)
+	// Fork gets a copy of the Flow (deep copy)
 	Fork(ctx context.Context) Flow
-	// GetId 得到Flow的Id
-	GetId() string
+	// GetID gets the Id of the Flow
+	GetID() string
 }

kis/function.go

@@ -5,46 +5,46 @@ import (
 	"github.com/aceld/kis-flow/config"
 )
 
-// Function 流式计算基础计算模块，KisFunction是一条流式计算的基本计算逻辑单元，
-// 			   任意个KisFunction可以组合成一个KisFlow
+// Function is the basic computation unit of streaming computation. KisFunction is a basic logical unit of streaming computation,
+//               any number of KisFunctions can be combined into a KisFlow
 type Function interface {
-	// Call 执行流式计算逻辑
+	// Call executes the streaming computation logic
 	Call(ctx context.Context, flow Flow) error
 
-	// SetConfig 给当前Function实例配置策略
+	// SetConfig configures the current Function instance
 	SetConfig(s *config.KisFuncConfig) error
-	// GetConfig 获取当前Function实例配置策略
+	// GetConfig retrieves the configuration of the current Function instance
 	GetConfig() *config.KisFuncConfig
 
-	// SetFlow 给当前Function实例设置所依赖的Flow实例
+	// SetFlow sets the Flow instance that the current Function instance depends on
 	SetFlow(f Flow) error
-	// GetFlow 获取当前Functioin实力所依赖的Flow
+	// GetFlow retrieves the Flow instance that the current Function instance depends on
 	GetFlow() Flow
 
-	// AddConnector 给当前Function实例添加一个Connector
+	// AddConnector adds a Connector to the current Function instance
 	AddConnector(conn Connector) error
-	// GetConnector 获取当前Function实例所关联的Connector
+	// GetConnector retrieves the Connector associated with the current Function instance
 	GetConnector() Connector
 
-	// CreateId 给当前Funciton实力生成一个随机的实例KisID
+	// CreateId generates a random KisID for the current Function instance
 	CreateId()
-	// GetId 获取当前Function的FID
-	GetId() string
-	// GetPrevId 获取当前Function上一个Function节点FID
+	// GetID retrieves the FID of the current Function
+	GetID() string
+	// GetPrevId retrieves the FID of the previous Function node of the current Function
 	GetPrevId() string
-	// GetNextId 获取当前Function下一个Function节点FID
+	// GetNextId retrieves the FID of the next Function node of the current Function
 	GetNextId() string
 
-	// Next 返回下一层计算流Function，如果当前层为最后一层，则返回nil
+	// Next returns the next layer of the computation flow Function. If the current layer is the last layer, it returns nil
 	Next() Function
-	// Prev 返回上一层计算流Function，如果当前层为最后一层，则返回nil
+	// Prev returns the previous layer of the computation flow Function. If the current layer is the last layer, it returns nil
 	Prev() Function
-	// SetN 设置下一层Function实例
+	// SetN sets the next Function instance
 	SetN(f Function)
-	// SetP 设置上一层Function实例
+	// SetP sets the previous Function instance
 	SetP(f Function)
-	// GetMetaData 得到当前Function的临时数据
+	// GetMetaData retrieves the temporary data of the current Function
 	GetMetaData(key string) interface{}
-	// SetMetaData 设置当前Function的临时数据
+	// SetMetaData sets the temporary data of the current Function
 	SetMetaData(key string, value interface{})
 }

kis/pool.go

@@ -12,37 +12,37 @@ import (
 
 var _poolOnce sync.Once
 
-// kisPool 用于管理全部的Function和Flow配置的池子
-type kisPool struct {
-	fnRouter funcRouter   // 全部的Function管理路由
-	fnLock   sync.RWMutex // fnRouter 锁
+// KisPool manages all Function and Flow configurations
+type KisPool struct {
+	fnRouter funcRouter   // All Function management routes
+	fnLock   sync.RWMutex // fnRouter lock
 
-	flowRouter flowRouter   // 全部的flow对象
-	flowLock   sync.RWMutex // flowRouter 锁
+	flowRouter flowRouter   // All flow objects
+	flowLock   sync.RWMutex // flowRouter lock
 
-	cInitRouter connInitRouter // 全部的Connector初始化路由
-	ciLock      sync.RWMutex   // cInitRouter 锁
+	cInitRouter connInitRouter // All Connector initialization routes
+	ciLock      sync.RWMutex   // cInitRouter lock
 
-	cTree connTree     // 全部Connector管理路由
-	cLock sync.RWMutex // cTree 锁
+	cTree connTree     // All Connector management routes
+	cLock sync.RWMutex // cTree lock
 }
 
-// 单例
-var _pool *kisPool
+// Singleton
+var _pool *KisPool
 
-// Pool 单例构造
-func Pool() *kisPool {
+// Pool Singleton constructor
+func Pool() *KisPool {
 	_poolOnce.Do(func() {
-		//创建kisPool对象
-		_pool = new(kisPool)
+		// Create KisPool object
+		_pool = &KisPool{}
 
-		// fnRouter初始化
+		// Initialize fnRouter
 		_pool.fnRouter = make(funcRouter)
 
-		// flowRouter初始化
+		// Initialize flowRouter
 		_pool.flowRouter = make(flowRouter)
 
-		// connTree初始化
+		// Initialize connTree
 		_pool.cTree = make(connTree)
 		_pool.cInitRouter = make(connInitRouter)
 	})
@@ -50,8 +50,8 @@ func Pool() *kisPool {
 	return _pool
 }
 
-func (pool *kisPool) AddFlow(name string, flow Flow) {
-	pool.flowLock.Lock() // 写锁
+func (pool *KisPool) AddFlow(name string, flow Flow) {
+	pool.flowLock.Lock() // Write lock
 	defer pool.flowLock.Unlock()
 
 	if _, ok := pool.flowRouter[name]; !ok {
@@ -64,8 +64,8 @@ func (pool *kisPool) AddFlow(name string, flow Flow) {
 	log.Logger().InfoF("Add FlowRouter FlowName=%s", name)
 }
 
-func (pool *kisPool) GetFlow(name string) Flow {
-	pool.flowLock.RLock() // 读锁
+func (pool *KisPool) GetFlow(name string) Flow {
+	pool.flowLock.RLock() // Read lock
 	defer pool.flowLock.RUnlock()
 
 	if flow, ok := pool.flowRouter[name]; ok {
@@ -75,20 +75,20 @@ func (pool *kisPool) GetFlow(name string) Flow {
 	}
 }
 
-// FaaS 注册 Function 计算业务逻辑, 通过Function Name 索引及注册
-func (pool *kisPool) FaaS(fnName string, f FaaS) {
+// FaaS registers Function computation business logic, indexed and registered by Function Name
+func (pool *KisPool) FaaS(fnName string, f FaaS) {
 
-	// 当注册FaaS计算逻辑回调时，创建一个FaaSDesc描述对象
+	// When registering the FaaS computation logic callback, create a FaaSDesc description object
 	faaSDesc, err := NewFaaSDesc(fnName, f)
 	if err != nil {
 		panic(err)
 	}
 
-	pool.fnLock.Lock() // 写锁
+	pool.fnLock.Lock() // Write lock
 	defer pool.fnLock.Unlock()
 
 	if _, ok := pool.fnRouter[fnName]; !ok {
-		// 将FaaSDesc描述对象注册到fnRouter中
+		// Register the FaaSDesc description object to fnRouter
 		pool.fnRouter[fnName] = faaSDesc
 	} else {
 		errString := fmt.Sprintf("KisPoll FaaS Repeat FuncName=%s", fnName)
@@ -98,33 +98,33 @@ func (pool *kisPool) FaaS(fnName string, f FaaS) {
 	log.Logger().InfoF("Add KisPool FuncName=%s", fnName)
 }
 
-// CallFunction 调度 Function
-func (pool *kisPool) CallFunction(ctx context.Context, fnName string, flow Flow) error {
-	pool.fnLock.RLock() // 读锁
+// CallFunction schedules Function
+func (pool *KisPool) CallFunction(ctx context.Context, fnName string, flow Flow) error {
+	pool.fnLock.RLock() // Read lock
 	defer pool.fnLock.RUnlock()
 	if funcDesc, ok := pool.fnRouter[fnName]; ok {
 
-		// 被调度Function的形参列表
+		// Parameters list for the scheduled Function
 		params := make([]reflect.Value, 0, funcDesc.ArgNum)
 
 		for _, argType := range funcDesc.ArgsType {
 
-			// 如果是Flow类型形参，则将 flow的值传入
+			// If it is a Flow type parameter, pass in the value of flow
 			if isFlowType(argType) {
 				params = append(params, reflect.ValueOf(flow))
 				continue
 			}
 
-			// 如果是Context类型形参，则将 ctx的值传入
+			// If it is a Context type parameter, pass in the value of ctx
 			if isContextType(argType) {
 				params = append(params, reflect.ValueOf(ctx))
 				continue
 			}
 
-			// 如果是Slice类型形参，则将 flow.Input()的值传入
+			// If it is a Slice type parameter, pass in the value of flow.Input()
 			if isSliceType(argType) {
 
-				// 将flow.Input()中的原始数据，反序列化为argType类型的数据
+				// Deserialize the raw data in flow.Input() to data of type argType
 				value, err := funcDesc.Serialize.UnMarshal(flow.Input(), argType)
 				if err != nil {
 					log.Logger().ErrorFX(ctx, "funcDesc.Serialize.DecodeParam err=%v", err)
@@ -135,20 +135,20 @@ func (pool *kisPool) CallFunction(ctx context.Context, fnName string, flow Flow)
 
 			}
 
-			// 传递的参数，既不是Flow类型，也不是Context类型，也不是Slice类型，则默认给到零值
+			// If the passed parameter is neither a Flow type, nor a Context type, nor a Slice type, it defaults to zero value
 			params = append(params, reflect.Zero(argType))
 		}
 
-		// 调用当前Function 的计算逻辑
+		// Call the computation logic of the current Function
 		retValues := funcDesc.FuncValue.Call(params)
 
-		// 取出第一个返回值，如果是nil，则返回nil
+		// Extract the first return value, if it is nil, return nil
 		ret := retValues[0].Interface()
 		if ret == nil {
 			return nil
 		}
 
-		// 如果返回值是error类型，则返回error
+		// If the return value is of type error, return error
 		return retValues[0].Interface().(error)
 
 	}
@@ -158,9 +158,9 @@ func (pool *kisPool) CallFunction(ctx context.Context, fnName string, flow Flow)
 	return errors.New("FuncName: " + fnName + " Can not find in NsPool, Not Added.")
 }
 
-// CaaSInit 注册Connector初始化业务
-func (pool *kisPool) CaaSInit(cname string, c ConnInit) {
-	pool.ciLock.Lock() // 写锁
+// CaaSInit registers Connector initialization business
+func (pool *KisPool) CaaSInit(cname string, c ConnInit) {
+	pool.ciLock.Lock() // Write lock
 	defer pool.ciLock.Unlock()
 
 	if _, ok := pool.cInitRouter[cname]; !ok {
@@ -173,9 +173,9 @@ func (pool *kisPool) CaaSInit(cname string, c ConnInit) {
 	log.Logger().InfoF("Add KisPool CaaSInit CName=%s", cname)
 }
 
-// CallConnInit 调度 ConnInit
-func (pool *kisPool) CallConnInit(conn Connector) error {
-	pool.ciLock.RLock() // 读锁
+// CallConnInit schedules ConnInit
+func (pool *KisPool) CallConnInit(conn Connector) error {
+	pool.ciLock.RLock() // Read lock
 	defer pool.ciLock.RUnlock()
 
 	init, ok := pool.cInitRouter[conn.GetName()]
@@ -187,16 +187,16 @@ func (pool *kisPool) CallConnInit(conn Connector) error {
 	return init(conn)
 }
 
-// CaaS 注册Connector Call业务
-func (pool *kisPool) CaaS(cname string, fname string, mode common.KisMode, c CaaS) {
-	pool.cLock.Lock() // 写锁
+// CaaS registers Connector Call business
+func (pool *KisPool) CaaS(cname string, fname string, mode common.KisMode, c CaaS) {
+	pool.cLock.Lock() // Write lock
 	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 First registration, does not exist, create a second-level tree NsConnSL
 		pool.cTree[cname] = make(connSL)
 
-		//初始化各类型FunctionMode
+		// Initialize various FunctionMode
 		pool.cTree[cname][common.S] = make(connFuncRouter)
 		pool.cTree[cname][common.L] = make(connFuncRouter)
 	}
@@ -211,9 +211,9 @@ func (pool *kisPool) CaaS(cname string, fname string, mode common.KisMode, c Caa
 	log.Logger().InfoF("Add KisPool CaaS CName=%s, FName=%s, Mode =%s", cname, fname, mode)
 }
 
-// CallConnector 调度 Connector
-func (pool *kisPool) CallConnector(ctx context.Context, flow Flow, conn Connector, args interface{}) (interface{}, error) {
-	pool.cLock.RLock() // 读锁
+// CallConnector schedules Connector
+func (pool *KisPool) CallConnector(ctx context.Context, flow Flow, conn Connector, args interface{}) (interface{}, error) {
+	pool.cLock.RLock() // Read lock
 	defer pool.cLock.RUnlock()
 	fn := flow.GetThisFunction()
 	fnConf := fn.GetConfig()
@@ -228,9 +228,9 @@ func (pool *kisPool) CallConnector(ctx context.Context, flow Flow, conn Connecto
 	return nil, errors.New(fmt.Sprintf("CName:%s FName:%s mode:%s Can not find in KisPool, Not Added.", conn.GetName(), fnConf.FName, mode))
 }
 
-// GetFlows 得到全部的Flow
-func (pool *kisPool) GetFlows() []Flow {
-	pool.flowLock.RLock() // 读锁
+// GetFlows retrieves all Flows
+func (pool *KisPool) GetFlows() []Flow {
+	pool.flowLock.RLock() // Read lock
 	defer pool.flowLock.RUnlock()
 
 	var flows []Flow

kis/router.go

@@ -5,14 +5,12 @@ import (
 	"github.com/aceld/kis-flow/common"
 )
 
-// FaaS 定义移植到 faas.go 中
-
 /*
 	Function Call
 */
 // funcRouter
 // key: Function Name
-// value: FaaSDesc 回调自定义业务的描述
+// value: FaaSDesc callback description for custom business
 type funcRouter map[string]*FaaSDesc
 
 // flowRouter
@@ -23,30 +21,31 @@ type flowRouter map[string]Flow
 /*
 	Connector Init
 */
-// ConnInit Connector 第三方挂载存储初始化
+// ConnInit Connector third-party storage initialization
 type ConnInit func(conn Connector) error
 
 // connInitRouter
-// key:
+// key: Connector Name
+// value: ConnInit
 type connInitRouter map[string]ConnInit
 
 /*
 	Connector Call
 */
-// CaaS Connector的存储读取业务实现
+// CaaS Connector storage read/write business implementation
 type CaaS func(context.Context, Connector, Function, Flow, interface{}) (interface{}, error)
 
-// connFuncRouter 通过FunctionName索引到CaaS回调存储业务的映射关系
+// connFuncRouter Maps CaaS callback storage business to FunctionName
 // key: Function Name
-// value: Connector的存储读取业务实现
+// value: Connector storage read/write business implementation
 type connFuncRouter map[string]CaaS
 
-// connSL 通过KisMode 将connFuncRouter分为两个子树
+// connSL Splits connFuncRouter into two subtrees based on KisMode
 // key: Function KisMode S/L
-// value: NsConnRouter
+// value: connFuncRouter
 type connSL map[common.KisMode]connFuncRouter
 
 // connTree
 // key: Connector Name
-// value: connSL 二级树
+// value: connSL second-level tree
 type connTree map[string]connSL

kis/serialize.go

@@ -6,18 +6,18 @@ import (
 	"reflect"
 )
 
-// Serialize 数据序列化接口
+// Serialize Data serialization interface
 type Serialize interface {
-	// UnMarshal 用于将 KisRowArr 反序列化为指定类型的值。
+	// UnMarshal is used to deserialize KisRowArr to a value of the specified type.
 	UnMarshal(common.KisRowArr, reflect.Type) (reflect.Value, error)
-	// Marshal 用于将指定类型的值序列化为 KisRowArr。
+	// Marshal is used to serialize a value of the specified type to KisRowArr.
 	Marshal(interface{}) (common.KisRowArr, error)
 }
 
-// defaultSerialize KisFlow提供的默认序列化实现(开发者可以自定义)
+// defaultSerialize Default serialization implementation provided by KisFlow (developers can customize)
 var defaultSerialize = &serialize.DefaultSerialize{}
 
-// isSerialize 判断传递进来的 paramType 是否实现了 Serialize 接口
+// isSerialize checks if the provided paramType implements the Serialize interface
 func isSerialize(paramType reflect.Type) bool {
 	return paramType.Implements(reflect.TypeOf((*Serialize)(nil)).Elem())
 }

log/kis_default_log.go

@@ -6,7 +6,7 @@ import (
 	"sync"
 )
 
-// kisDefaultLog 默认提供的日志对象
+// kisDefaultLog Default provided log object
 type kisDefaultLog struct {
 	debugMode bool
 	mu        sync.Mutex
@@ -60,7 +60,7 @@ func (log *kisDefaultLog) DebugFX(ctx context.Context, str string, v ...interfac
 }
 
 func init() {
-	// 如果没有设置Logger, 则启动时使用默认的kisDefaultLog对象
+	// If no logger is set, use the default kisDefaultLog object at startup
 	if Logger() == nil {
 		SetLogger(&kisDefaultLog{})
 	}

log/kis_log.go

@@ -3,33 +3,33 @@ package log
 import "context"
 
 type KisLogger interface {
-	// InfoFX 有上下文的Info级别日志接口, format字符串格式
+	// InfoFX with context Info-level log interface, format string format
 	InfoFX(ctx context.Context, str string, v ...interface{})
-	// ErrorFX 有上下文的Error级别日志接口, format字符串格式
+	// ErrorFX with context Error-level log interface, format string format
 	ErrorFX(ctx context.Context, str string, v ...interface{})
-	// DebugFX 有上下文的Debug级别日志接口, format字符串格式
+	// DebugFX with context Debug-level log interface, format string format
 	DebugFX(ctx context.Context, str string, v ...interface{})
 
-	// InfoF 无上下文的Info级别日志接口, format字符串格式
+	// InfoF without context Info-level log interface, format string format
 	InfoF(str string, v ...interface{})
-	// ErrorF 无上下文的Error级别日志接口, format字符串格式
+	// ErrorF without context Error-level log interface, format string format
 	ErrorF(str string, v ...interface{})
-	// DebugF 无上下文的Debug级别日志接口, format字符串格式
+	// DebugF without context Debug-level log interface, format string format
 	DebugF(str string, v ...interface{})
 
-	// SetDebugMode 设置Debug模式
+	// SetDebugMode set Debug mode
 	SetDebugMode(enable bool)
 }
 
-// kisLog 默认的KisLog 对象， 提供默认的日志打印方式, 均是打印在标准输出上。
+// kisLog Default KisLog object, providing default log printing methods, all of which print to standard output.
 var kisLog KisLogger
 
-// SetLogger 设置KisLog对象, 可以是用户自定义的Logger对象
+// SetLogger set KisLog object, can be a user-defined Logger object
 func SetLogger(newlog KisLogger) {
 	kisLog = newlog
 }
 
-// Logger 获取到kisLog对象
+// Logger get the kisLog object
 func Logger() KisLogger {
 	return kisLog
 }

metrics/kis_metrics.go

@@ -9,32 +9,32 @@ import (
 	"net/http"
 )
 
-// kisMetrics kisFlow的Prometheus监控指标
-type kisMetrics struct {
-	// 数据数量总量
+// KisMetrics kisFlow's Prometheus monitoring metrics
+type KisMetrics struct {
+	// Total data quantity
 	DataTotal prometheus.Counter
-	// 各Flow处理数据总量
+	// Total data processed by each Flow
 	FlowDataTotal *prometheus.GaugeVec
-	// Flow被调度次数
+	// Flow scheduling counts
 	FlowScheduleCntsToTal *prometheus.GaugeVec
-	// Function被调度次数
+	// Function scheduling counts
 	FuncScheduleCntsTotal *prometheus.GaugeVec
-	// Function执行时间
+	// Function execution time
 	FunctionDuration *prometheus.HistogramVec
-	// Flow执行时间
+	// Flow execution time
 	FlowDuration *prometheus.HistogramVec
 }
 
-var Metrics *kisMetrics
+var Metrics *KisMetrics
 
-// RunMetricsService 启动Prometheus监控服务
+// RunMetricsService starts the Prometheus monitoring service
 func RunMetricsService(serverAddr string) error {
 
-	// 注册Prometheus 监控路由路径
-	http.Handle(common.METRICS_ROUTE, promhttp.Handler())
+	// Register Prometheus monitoring route path
+	http.Handle(common.MetricsRoute, promhttp.Handler())
 
-	// 启动HttpServer
-	err := http.ListenAndServe(serverAddr, nil) //多个进程不可监听同一个端口
+	// Start HttpServer
+	err := http.ListenAndServe(serverAddr, nil) // Multiple processes cannot listen on the same port
 	if err != nil {
 		log.Logger().ErrorF("RunMetricsService err = %s\n", err)
 	}
@@ -43,64 +43,64 @@ func RunMetricsService(serverAddr string) error {
 }
 
 func InitMetrics() {
-	Metrics = new(kisMetrics)
+	Metrics = new(KisMetrics)
 
-	// DataTotal初始化Counter
+	// Initialize DataTotal Counter
 	Metrics.DataTotal = prometheus.NewCounter(prometheus.CounterOpts{
-		Name: common.COUNTER_KISFLOW_DATA_TOTAL_NAME,
-		Help: common.COUNTER_KISFLOW_DATA_TOTAL_HELP,
+		Name: common.CounterKisflowDataTotalName,
+		Help: common.CounterKisflowDataTotalHelp,
 	})
 
-	// FlowDataTotal初始化GaugeVec
+	// Initialize FlowDataTotal GaugeVec
 	Metrics.FlowDataTotal = prometheus.NewGaugeVec(
 		prometheus.GaugeOpts{
-			Name: common.GANGE_FLOW_DATA_TOTAL_NAME,
-			Help: common.GANGE_FLOW_DATA_TOTAL_HELP,
+			Name: common.GamgeFlowDataTotalName,
+			Help: common.GamgeFlowDataTotalHelp,
 		},
-		// 标签名称
-		[]string{common.LABEL_FLOW_NAME},
+		// Label names
+		[]string{common.LabelFlowName},
 	)
 
-	// FlowScheduleCntsToTal初始化GaugeVec
+	// Initialize FlowScheduleCntsToTal GaugeVec
 	Metrics.FlowScheduleCntsToTal = prometheus.NewGaugeVec(
 		prometheus.GaugeOpts{
-			Name: common.GANGE_FLOW_SCHE_CNTS_NAME,
-			Help: common.GANGE_FLOW_SCHE_CNTS_HELP,
+			Name: common.GangeFlowScheCntsName,
+			Help: common.GangeFlowScheCntsHelp,
 		},
-		//标签名称
-		[]string{common.LABEL_FLOW_NAME},
+		// Label names
+		[]string{common.LabelFlowName},
 	)
 
-	// FuncScheduleCntsTotal初始化GaugeVec
+	// Initialize FuncScheduleCntsTotal GaugeVec
 	Metrics.FuncScheduleCntsTotal = prometheus.NewGaugeVec(
 		prometheus.GaugeOpts{
-			Name: common.GANGE_FUNC_SCHE_CNTS_NAME,
-			Help: common.GANGE_FUNC_SCHE_CNTS_HELP,
+			Name: common.GangeFuncScheCntsName,
+			Help: common.GangeFuncScheCntsHelp,
 		},
-		//标签名称
-		[]string{common.LABEL_FUNCTION_NAME, common.LABEL_FUNCTION_MODE},
+		// Label names
+		[]string{common.LabelFunctionName, common.LabelFunctionMode},
 	)
 
-	// FunctionDuration初始化HistogramVec
+	// Initialize FunctionDuration HistogramVec
 	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
+		Name:    common.HistogramFunctionDurationName,
+		Help:    common.HistogramFunctionDurationHelp,
+		Buckets: []float64{0.005, 0.01, 0.03, 0.08, 0.1, 0.5, 1.0, 5.0, 10, 100, 1000, 5000, 30000}, // Unit: ms, maximum half a minute
 	},
-		[]string{common.LABEL_FUNCTION_NAME, common.LABEL_FUNCTION_MODE},
+		[]string{common.LabelFunctionName, common.LabelFunctionMode},
 	)
 
-	// FlowDuration初始化HistogramVec
+	// Initialize FlowDuration HistogramVec
 	Metrics.FlowDuration = prometheus.NewHistogramVec(
 		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
+			Name:    common.HistogramFlowDurationName,
+			Help:    common.HistogramFlowDurationHelp,
+			Buckets: []float64{0.005, 0.01, 0.03, 0.08, 0.1, 0.5, 1.0, 5.0, 10, 100, 1000, 5000, 30000, 60000}, // Unit: ms, maximum 1 minute
 		},
-		[]string{common.LABEL_FLOW_NAME},
+		[]string{common.LabelFlowName},
 	)
 
-	// 注册Metrics
+	// Register Metrics
 	prometheus.MustRegister(Metrics.DataTotal)
 	prometheus.MustRegister(Metrics.FlowDataTotal)
 	prometheus.MustRegister(Metrics.FlowScheduleCntsToTal)
@@ -109,13 +109,13 @@ func InitMetrics() {
 	prometheus.MustRegister(Metrics.FlowDuration)
 }
 
-// RunMetrics 启动Prometheus指标服务
+// RunMetrics starts the Prometheus metrics service
 func RunMetrics() {
-	// 初始化Prometheus指标
+	// Initialize Prometheus metrics
 	InitMetrics()
 
 	if config.GlobalConfig.EnableProm == true && config.GlobalConfig.PrometheusListen == true {
-		// 启动Prometheus指标Metrics服务
+		// Start Prometheus metrics service
 		go RunMetricsService(config.GlobalConfig.PrometheusServe)
 	}
 }

serialize/serialize_default.go

@@ -1,9 +1,14 @@
-/*
-	DefaultSerialize 实现了 Serialize 接口，用于将 KisRowArr 序列化为指定类型的值，或将指定类型的值序列化为 KisRowArr。
-    这部分是KisFlow默认提供的序列化办法，默认均是josn序列化，开发者可以根据自己的需求实现自己的序列化办法。
-*/
 package serialize
 
+/*
+	DefaultSerialize implements the Serialize interface,
+	which is used to serialize KisRowArr into a specified type, or serialize a specified type into KisRowArr.
+
+    This section is the default serialization method provided by KisFlow, and it defaults to json serialization.
+
+	Developers can implement their own serialization methods according to their needs.
+*/
+
 import (
 	"encoding/json"
 	"fmt"
@@ -13,35 +18,35 @@ import (
 
 type DefaultSerialize struct{}
 
-// UnMarshal 用于将 KisRowArr 反序列化为指定类型的值。
+// UnMarshal is used to deserialize KisRowArr into a specified type.
 func (f *DefaultSerialize) UnMarshal(arr common.KisRowArr, r reflect.Type) (reflect.Value, error) {
-	// 确保传入的类型是一个切片
+	// Ensure the passed-in type is a slice
 	if r.Kind() != reflect.Slice {
 		return reflect.Value{}, fmt.Errorf("r must be a slice")
 	}
 
 	slice := reflect.MakeSlice(r, 0, len(arr))
 
-	// 遍历每个元素并尝试反序列化
+	// Iterate through each element and attempt deserialization
 	for _, row := range arr {
 		var elem reflect.Value
 		var err error
 
-		// 尝试断言为结构体或指针
+		// Try to assert as a struct or pointer
 		elem, err = unMarshalStruct(row, r.Elem())
 		if err == nil {
 			slice = reflect.Append(slice, elem)
 			continue
 		}
 
-		// 尝试直接反序列化字符串
+		// Try to directly deserialize the string
 		elem, err = unMarshalJsonString(row, r.Elem())
 		if err == nil {
 			slice = reflect.Append(slice, elem)
 			continue
 		}
 
-		// 尝试先序列化为 JSON 再反序列化
+		// Try to serialize to JSON first and then deserialize
 		elem, err = unMarshalJsonStruct(row, r.Elem())
 		if err == nil {
 			slice = reflect.Append(slice, elem)
@@ -53,9 +58,9 @@ func (f *DefaultSerialize) UnMarshal(arr common.KisRowArr, r reflect.Type) (refl
 	return slice, nil
 }
 
-// 尝试断言为结构体或指针
+// Try to assert as a struct or pointer
 func unMarshalStruct(row common.KisRow, elemType reflect.Type) (reflect.Value, error) {
-	// 检查 row 是否为结构体或结构体指针类型
+	// Check if row is of struct or struct pointer type
 	rowType := reflect.TypeOf(row)
 	if rowType == nil {
 		return reflect.Value{}, fmt.Errorf("row is nil pointer")
@@ -64,41 +69,41 @@ func unMarshalStruct(row common.KisRow, elemType reflect.Type) (reflect.Value, e
 		return reflect.Value{}, fmt.Errorf("row must be a struct or struct pointer type")
 	}
 
-	// 如果 row 是指针类型，则获取它指向的类型
+	// If row is a pointer type, get the type it points to
 	if rowType.Kind() == reflect.Ptr {
-		// 空指针
+		// Nil pointer
 		if reflect.ValueOf(row).IsNil() {
 			return reflect.Value{}, fmt.Errorf("row is nil pointer")
 		}
 
-		// 解引用
+		// Dereference
 		row = reflect.ValueOf(row).Elem().Interface()
 
-		// 拿到解引用后的类型
+		// Get the type after dereferencing
 		rowType = reflect.TypeOf(row)
 	}
 
-	// 检查是否可以将 row 断言为 elemType(目标类型)
+	// Check if row can be asserted to elemType(target type)
 	if !rowType.AssignableTo(elemType) {
 		return reflect.Value{}, fmt.Errorf("row type cannot be asserted to elemType")
 	}
 
-	// 将 row 转换为 reflect.Value 并返回
+	// Convert row to reflect.Value and return
 	return reflect.ValueOf(row), nil
 }
 
-// 尝试直接反序列化字符串(将Json字符串 反序列化为 结构体)
+// Try to directly deserialize the string(Deserialize the Json string into a struct)
 func unMarshalJsonString(row common.KisRow, elemType reflect.Type) (reflect.Value, error) {
-	// 判断源数据是否可以断言成string
+	// Check if the source data can be asserted as a string
 	str, ok := row.(string)
 	if !ok {
 		return reflect.Value{}, fmt.Errorf("not a string")
 	}
 
-	// 创建一个新的结构体实例，用于存储反序列化后的值
+	// Create a new struct instance to store the deserialized value
 	elem := reflect.New(elemType).Elem()
 
-	// 尝试将json字符串反序列化为结构体。
+	// Try to deserialize the json string into a struct.
 	if err := json.Unmarshal([]byte(str), elem.Addr().Interface()); err != nil {
 		return reflect.Value{}, fmt.Errorf("failed to unmarshal string to struct: %v", err)
 	}
@@ -106,18 +111,18 @@ func unMarshalJsonString(row common.KisRow, elemType reflect.Type) (reflect.Valu
 	return elem, nil
 }
 
-// 尝试先序列化为 JSON 再反序列化(将结构体转换成Json字符串，再将Json字符串 反序列化为 结构体)
+// Try to serialize to JSON first and then deserialize(Serialize the struct to Json string, and then deserialize the Json string into a struct)
 func unMarshalJsonStruct(row common.KisRow, elemType reflect.Type) (reflect.Value, error) {
-	// 将 row 序列化为 JSON 字符串
+	// Serialize row to JSON string
 	jsonBytes, err := json.Marshal(row)
 	if err != nil {
 		return reflect.Value{}, fmt.Errorf("failed to marshal row to JSON: %v  ", err)
 	}
 
-	// 创建一个新的结构体实例，用于存储反序列化后的值
+	// Create a new struct instance to store the deserialized value
 	elem := reflect.New(elemType).Interface()
 
-	// 将 JSON 字符串反序列化为结构体
+	// Deserialize the JSON string into a struct
 	if err := json.Unmarshal(jsonBytes, elem); err != nil {
 		return reflect.Value{}, fmt.Errorf("failed to unmarshal JSON to element: %v  ", err)
 	}
@@ -125,7 +130,7 @@ func unMarshalJsonStruct(row common.KisRow, elemType reflect.Type) (reflect.Valu
 	return reflect.ValueOf(elem).Elem(), nil
 }
 
-// Marshal 用于将指定类型的值序列化为 KisRowArr(json 序列化)。
+// Marshal is used to serialize a specified type into KisRowArr(json serialization).
 func (f *DefaultSerialize) Marshal(i interface{}) (common.KisRowArr, error) {
 	var arr common.KisRowArr
 
@@ -133,7 +138,7 @@ func (f *DefaultSerialize) Marshal(i interface{}) (common.KisRowArr, error) {
 	case reflect.Slice, reflect.Array:
 		slice := reflect.ValueOf(i)
 		for i := 0; i < slice.Len(); i++ {
-			// 序列化每个元素为 JSON 字符串，并将其添加到切片中。
+			// Serialize each element to a JSON string and append it to the slice.
 			jsonBytes, err := json.Marshal(slice.Index(i).Interface())
 			if err != nil {
 				return nil, fmt.Errorf("failed to marshal element to JSON: %v  ", err)
@@ -141,7 +146,7 @@ func (f *DefaultSerialize) Marshal(i interface{}) (common.KisRowArr, error) {
 			arr = append(arr, string(jsonBytes))
 		}
 	default:
-		// 如果不是切片或数组类型，则直接序列化整个结构体为 JSON 字符串。
+		// If it's not a slice or array type, serialize the entire struct to a JSON string directly.
 		jsonBytes, err := json.Marshal(i)
 		if err != nil {
 			return nil, fmt.Errorf("failed to marshal element to JSON: %v  ", err)

test/export_conf/func-funcName1.yaml

@@ -2,7 +2,7 @@ kistype: func
 fname: funcName1
 fmode: Verify
 source:
-    name: 公众号抖音商城户订单数据
+    name: TikTok-Order
     must:
         - order_id
         - user_id

test/export_conf/func-funcName2.yaml

@@ -2,7 +2,7 @@ kistype: func
 fname: funcName2
 fmode: Save
 source:
-    name: 用户订单错误率
+    name: UserOrderErrorRate
     must:
         - order_id
         - user_id

test/export_conf/func-funcName3.yaml

@@ -2,7 +2,7 @@ kistype: func
 fname: funcName3
 fmode: Calculate
 source:
-    name: 用户订单错误率
+    name: UserOrderErrorRate
     must:
         - order_id
         - user_id

test/faas/faas_abort.go

@@ -12,7 +12,7 @@ func AbortFuncHandler(ctx context.Context, flow kis.Flow) error {
 	fmt.Println("---> Call AbortFuncHandler ----")
 
 	for _, row := range flow.Input() {
-		str := fmt.Sprintf("In FuncName = %s, FuncId = %s, row = %s", flow.GetThisFuncConf().FName, flow.GetThisFunction().GetId(), row)
+		str := fmt.Sprintf("In FuncName = %s, FuncId = %s, row = %s", flow.GetThisFuncConf().FName, flow.GetThisFunction().GetID(), row)
 		fmt.Println(str)
 	}
 

test/faas/faas_data_reuse.go

@@ -12,13 +12,11 @@ func DataReuseFuncHandler(ctx context.Context, flow kis.Flow) error {
 	fmt.Println("---> Call DataReuseFuncHandler ----")
 
 	for index, row := range flow.Input() {
-		str := fmt.Sprintf("In FuncName = %s, FuncId = %s, row = %s", flow.GetThisFuncConf().FName, flow.GetThisFunction().GetId(), row)
+		str := fmt.Sprintf("In FuncName = %s, FuncId = %s, row = %s", flow.GetThisFuncConf().FName, flow.GetThisFunction().GetID(), row)
 		fmt.Println(str)
 
-		// 计算结果数据
 		resultStr := fmt.Sprintf("data from funcName[%s], index = %d", flow.GetThisFuncConf().FName, index)
 
-		// 提交结果数据
 		_ = flow.CommitRow(resultStr)
 	}
 

test/faas/faas_demo1.go

@@ -13,14 +13,11 @@ func FuncDemo1Handler(ctx context.Context, flow kis.Flow) error {
 	fmt.Printf("Params = %+v\n", flow.GetFuncParamAll())
 
 	for index, row := range flow.Input() {
-		// 打印数据
-		str := fmt.Sprintf("In FuncName = %s, FuncId = %s, row = %s", flow.GetThisFuncConf().FName, flow.GetThisFunction().GetId(), row)
+		str := fmt.Sprintf("In FuncName = %s, FuncId = %s, row = %s", flow.GetThisFuncConf().FName, flow.GetThisFunction().GetID(), row)
 		fmt.Println(str)
 
-		// 计算结果数据
 		resultStr := fmt.Sprintf("data from funcName[%s], index = %d", flow.GetThisFuncConf().FName, index)
 
-		// 提交结果数据
 		_ = flow.CommitRow(resultStr)
 	}
 

test/faas/faas_demo2.go

@@ -14,7 +14,7 @@ func FuncDemo2Handler(ctx context.Context, flow kis.Flow) error {
 	fmt.Printf("Params = %+v\n", flow.GetFuncParamAll())
 
 	for index, row := range flow.Input() {
-		str := fmt.Sprintf("In FuncName = %s, FuncId = %s, row = %s", flow.GetThisFuncConf().FName, flow.GetThisFunction().GetId(), row)
+		str := fmt.Sprintf("In FuncName = %s, FuncId = %s, row = %s", flow.GetThisFuncConf().FName, flow.GetThisFunction().GetID(), row)
 		fmt.Println(str)
 
 		conn, err := flow.GetConnector()
@@ -28,10 +28,8 @@ func FuncDemo2Handler(ctx context.Context, flow kis.Flow) error {
 			return err
 		}
 
-		// 计算结果数据
 		resultStr := fmt.Sprintf("data from funcName[%s], index = %d", flow.GetThisFuncConf().FName, index)
 
-		// 提交结果数据
 		_ = flow.CommitRow(resultStr)
 	}
 

test/faas/faas_demo3.go

@@ -13,7 +13,7 @@ func FuncDemo3Handler(ctx context.Context, flow kis.Flow) error {
 	fmt.Printf("Params = %+v\n", flow.GetFuncParamAll())
 
 	for _, row := range flow.Input() {
-		str := fmt.Sprintf("In FuncName = %s, FuncId = %s, row = %s", flow.GetThisFuncConf().FName, flow.GetThisFunction().GetId(), row)
+		str := fmt.Sprintf("In FuncName = %s, FuncId = %s, row = %s", flow.GetThisFuncConf().FName, flow.GetThisFunction().GetID(), row)
 		fmt.Println(str)
 	}
 

test/faas/faas_demo4.go

@@ -12,13 +12,11 @@ func FuncDemo4Handler(ctx context.Context, flow kis.Flow) error {
 	fmt.Println("---> Call FuncDemo4Handler ----")
 
 	for index, row := range flow.Input() {
-		str := fmt.Sprintf("In FuncName = %s, FuncId = %s, row = %s", flow.GetThisFuncConf().FName, flow.GetThisFunction().GetId(), row)
+		str := fmt.Sprintf("In FuncName = %s, FuncId = %s, row = %s", flow.GetThisFuncConf().FName, flow.GetThisFunction().GetID(), row)
 		fmt.Println(str)
 
-		// 计算结果数据
 		resultStr := fmt.Sprintf("data from funcName[%s], index = %d", flow.GetThisFuncConf().FName, index)
 
-		// 提交结果数据
 		_ = flow.CommitRow(resultStr)
 	}
 

test/faas/faas_jump.go

@@ -12,7 +12,7 @@ func JumpFuncHandler(ctx context.Context, flow kis.Flow) error {
 	fmt.Println("---> Call JumpFuncHandler ----")
 
 	for _, row := range flow.Input() {
-		str := fmt.Sprintf("In FuncName = %s, FuncId = %s, row = %s", flow.GetThisFuncConf().FName, flow.GetThisFunction().GetId(), row)
+		str := fmt.Sprintf("In FuncName = %s, FuncId = %s, row = %s", flow.GetThisFuncConf().FName, flow.GetThisFunction().GetID(), row)
 		fmt.Println(str)
 	}
 

test/faas/faas_no_result.go

@@ -12,7 +12,7 @@ func NoResultFuncHandler(ctx context.Context, flow kis.Flow) error {
 	fmt.Println("---> Call NoResultFuncHandler ----")
 
 	for _, row := range flow.Input() {
-		str := fmt.Sprintf("In FuncName = %s, FuncId = %s, row = %s", flow.GetThisFuncConf().FName, flow.GetThisFunction().GetId(), row)
+		str := fmt.Sprintf("In FuncName = %s, FuncId = %s, row = %s", flow.GetThisFuncConf().FName, flow.GetThisFunction().GetID(), row)
 		fmt.Println(str)
 	}
 

test/faas/faas_stu_score_avg.go

@@ -17,14 +17,15 @@ type AvgStuScoreOut struct {
 	proto.StuAvgScore
 }
 
-// AvgStuScore(FaaS) 计算学生平均分
+// AvgStuScore(FaaS) calculates the average score of students
 func AvgStuScore(ctx context.Context, flow kis.Flow, rows []*AvgStuScoreIn) error {
 	for _, row := range rows {
 		avgScore := proto.StuAvgScore{
 			StuId:    row.StuId,
 			AvgScore: float64(row.Score1+row.Score2+row.Score3) / 3,
 		}
-		// 提交结果数据
+
+		// Submit result data
 		_ = flow.CommitRow(AvgStuScoreOut{StuAvgScore: avgScore})
 	}
 

test/init.go

@@ -8,18 +8,17 @@ import (
 )
 
 func init() {
-	// 0. 注册Function 回调业务
+	// Register Function callback business
 	kis.Pool().FaaS("funcName1", faas.FuncDemo1Handler)
 	kis.Pool().FaaS("funcName2", faas.FuncDemo2Handler)
 	kis.Pool().FaaS("funcName3", faas.FuncDemo3Handler)
 	kis.Pool().FaaS("funcName4", faas.FuncDemo4Handler)
-	kis.Pool().FaaS("abortFunc", faas.AbortFuncHandler)         // abortFunc 业务
-	kis.Pool().FaaS("dataReuseFunc", faas.DataReuseFuncHandler) // dataReuseFunc 业务
-	kis.Pool().FaaS("noResultFunc", faas.NoResultFuncHandler)   // noResultFunc 业务
-	kis.Pool().FaaS("jumpFunc", faas.JumpFuncHandler)           // jumpFunc 业务
+	kis.Pool().FaaS("abortFunc", faas.AbortFuncHandler)         // abortFunc business
+	kis.Pool().FaaS("dataReuseFunc", faas.DataReuseFuncHandler) // dataReuseFunc business
+	kis.Pool().FaaS("noResultFunc", faas.NoResultFuncHandler)   // noResultFunc business
+	kis.Pool().FaaS("jumpFunc", faas.JumpFuncHandler)           // jumpFunc business
 
-	// 0. 注册ConnectorInit 和 Connector 回调业务
+	// Register ConnectorInit and Connector callback business
 	kis.Pool().CaaSInit("ConnName1", caas.InitConnDemo1)
 	kis.Pool().CaaS("ConnName1", "funcName2", common.S, caas.CaasDemoHanler1)
-
 }

test/kis_action_test.go

@@ -11,21 +11,21 @@ import (
 func TestActionAbort(t *testing.T) {
 	ctx := context.Background()
 
-	// 1. 加载配置文件并构建Flow
+	// 1. Load the configuration file and build the Flow
 	if err := file.ConfigImportYaml("load_conf/"); err != nil {
 		fmt.Println("Wrong Config Yaml Path!")
 		panic(err)
 	}
 
-	// 2. 获取Flow
+	// 2. Get the Flow
 	flow1 := kis.Pool().GetFlow("flowName2")
 
-	// 3. 提交原始数据
+	// 3. Commit original data
 	_ = flow1.CommitRow("This is Data1 from Test")
 	_ = flow1.CommitRow("This is Data2 from Test")
 	_ = flow1.CommitRow("This is Data3 from Test")
 
-	// 4. 执行flow1
+	// 4. Execute flow1
 	if err := flow1.Run(ctx); err != nil {
 		panic(err)
 	}
@@ -34,21 +34,21 @@ func TestActionAbort(t *testing.T) {
 func TestActionDataReuse(t *testing.T) {
 	ctx := context.Background()
 
-	// 1. 加载配置文件并构建Flow
+	// 1. Load the configuration file and build the Flow
 	if err := file.ConfigImportYaml("load_conf/"); err != nil {
 		fmt.Println("Wrong Config Yaml Path!")
 		panic(err)
 	}
 
-	// 2. 获取Flow
+	// 2. Get the Flow
 	flow1 := kis.Pool().GetFlow("flowName3")
 
-	// 3. 提交原始数据
+	// 3. Commit original data
 	_ = flow1.CommitRow("This is Data1 from Test")
 	_ = flow1.CommitRow("This is Data2 from Test")
 	_ = flow1.CommitRow("This is Data3 from Test")
 
-	// 4. 执行flow1
+	// 4. Execute flow1
 	if err := flow1.Run(ctx); err != nil {
 		panic(err)
 	}
@@ -57,21 +57,21 @@ func TestActionDataReuse(t *testing.T) {
 func TestActionForceEntry(t *testing.T) {
 	ctx := context.Background()
 
-	// 1. 加载配置文件并构建Flow
+	// 1. Load the configuration file and build the Flow
 	if err := file.ConfigImportYaml("load_conf/"); err != nil {
 		fmt.Println("Wrong Config Yaml Path!")
 		panic(err)
 	}
 
-	// 2. 获取Flow
+	// 2. Get the Flow
 	flow1 := kis.Pool().GetFlow("flowName4")
 
-	// 3. 提交原始数据
+	// 3. Commit original data
 	_ = flow1.CommitRow("This is Data1 from Test")
 	_ = flow1.CommitRow("This is Data2 from Test")
 	_ = flow1.CommitRow("This is Data3 from Test")
 
-	// 4. 执行flow1
+	// 4. Execute flow1
 	if err := flow1.Run(ctx); err != nil {
 		panic(err)
 	}
@@ -80,21 +80,21 @@ func TestActionForceEntry(t *testing.T) {
 func TestActionJumpFunc(t *testing.T) {
 	ctx := context.Background()
 
-	// 1. 加载配置文件并构建Flow
+	// 1. Load the configuration file and build the Flow
 	if err := file.ConfigImportYaml("load_conf/"); err != nil {
 		fmt.Println("Wrong Config Yaml Path!")
 		panic(err)
 	}
 
-	// 2. 获取Flow
+	// 2. Get the Flow
 	flow1 := kis.Pool().GetFlow("flowName5")
 
-	// 3. 提交原始数据
+	// 3. Commit original data
 	_ = flow1.CommitRow("This is Data1 from Test")
 	_ = flow1.CommitRow("This is Data2 from Test")
 	_ = flow1.CommitRow("This is Data3 from Test")
 
-	// 4. 执行flow1
+	// 4. Execute flow1
 	if err := flow1.Run(ctx); err != nil {
 		panic(err)
 	}

test/kis_auto_inject_param_test.go

@@ -18,18 +18,18 @@ func TestAutoInjectParamWithConfig(t *testing.T) {
 	kis.Pool().FaaS("AvgStuScore", faas.AvgStuScore)
 	kis.Pool().FaaS("PrintStuAvgScore", faas.PrintStuAvgScore)
 
-	// 1. 加载配置文件并构建Flow
+	// 1. Load the configuration file and build the Flow
 	if err := file.ConfigImportYaml("load_conf/"); err != nil {
 		panic(err)
 	}
 
-	// 2. 获取Flow
+	// 2. Get the Flow
 	flow1 := kis.Pool().GetFlow("StuAvg")
 	if flow1 == nil {
 		panic("flow1 is nil")
 	}
 
-	// 3. 提交原始数据
+	// 3. Commit original data
 	_ = flow1.CommitRow(&faas.AvgStuScoreIn{
 		StuScores: proto.StuScores{
 			StuId:  100,
@@ -47,10 +47,10 @@ func TestAutoInjectParamWithConfig(t *testing.T) {
 		},
 	})
 
-	// 提交原始数据（json字符串）
+	// Commit original data (as JSON string)
 	_ = flow1.CommitRow(`{"stu_id":101}`)
 
-	// 4. 执行flow1
+	// 4. Execute flow1
 	if err := flow1.Run(ctx); err != nil {
 		panic(err)
 	}
@@ -81,7 +81,7 @@ func TestAutoInjectParam(t *testing.T) {
 
 	flow1 := flow.NewKisFlow(myFlowConfig1)
 
-	// 4. 拼接Functioin 到 Flow 上
+	// 4. Link Functions to Flow
 	if err := flow1.Link(avgStuScoreConfig, nil); err != nil {
 		panic(err)
 	}
@@ -89,7 +89,7 @@ func TestAutoInjectParam(t *testing.T) {
 		panic(err)
 	}
 
-	// 3. 提交原始数据
+	// 3. Commit original data
 	_ = flow1.CommitRow(&faas.AvgStuScoreIn{
 		StuScores: proto.StuScores{
 			StuId:  100,
@@ -108,7 +108,7 @@ func TestAutoInjectParam(t *testing.T) {
 		},
 	})
 
-	// 4. 执行flow1
+	// 4. Execute flow1
 	if err := flow1.Run(ctx); err != nil {
 		panic(err)
 	}

test/kis_config_export_test.go

@@ -7,15 +7,15 @@ import (
 	"testing"
 )
 
-func TestConfigExportYmal(t *testing.T) {
+func TestConfigExportYaml(t *testing.T) {
 
-	// 1. 加载配置文件并构建Flow
+	// 1. Load the configuration file and build the Flow
 	if err := file.ConfigImportYaml("load_conf/"); err != nil {
 		fmt.Println("Wrong Config Yaml Path!")
 		panic(err)
 	}
 
-	// 2. 讲构建的内存KisFlow结构配置导出的文件当中
+	// 2. Export the built memory KisFlow structure configuration to files
 	flows := kis.Pool().GetFlows()
 	for _, flow := range flows {
 		if err := file.ConfigExportYaml(flow, "/Users/Aceld/go/src/kis-flow/test/export_conf/"); err != nil {

test/kis_config_import_test.go

@@ -10,20 +10,20 @@ import (
 func TestConfigImportYaml(t *testing.T) {
 	ctx := context.Background()
 
-	// 1. 加载配置文件并构建Flow
+	// 1. Load the configuration file and build the Flow
 	if err := file.ConfigImportYaml("load_conf/"); err != nil {
 		panic(err)
 	}
 
-	// 2. 获取Flow
+	// 2. Get the Flow
 	flow1 := kis.Pool().GetFlow("flowName1")
 
-	// 3. 提交原始数据
+	// 3. Commit the raw data
 	_ = flow1.CommitRow("This is Data1 from Test")
 	_ = flow1.CommitRow("This is Data2 from Test")
 	_ = flow1.CommitRow("This is Data3 from Test")
 
-	// 4. 执行flow1
+	// 4. Execute flow1
 	if err := flow1.Run(ctx); err != nil {
 		panic(err)
 	}

test/kis_config_test.go

@@ -9,7 +9,7 @@ import (
 
 func TestNewFuncConfig(t *testing.T) {
 	source := config.KisSource{
-		Name: "公众号抖音商城户订单数据",
+		Name: "TikTokOrder",
 		Must: []string{"order_id", "user_id"},
 	}
 
@@ -56,7 +56,7 @@ func TestNewFlowConfig(t *testing.T) {
 func TestNewConnConfig(t *testing.T) {
 
 	source := config.KisSource{
-		Name: "公众号抖音商城户订单数据",
+		Name: "TikTokOrder",
 		Must: []string{"order_id", "user_id"},
 	}
 

test/kis_connector_test.go

@@ -12,14 +12,14 @@ func TestNewKisConnector(t *testing.T) {
 
 	ctx := context.Background()
 
-	// 1. 创建3个KisFunction配置实例, 其中myFuncConfig2 有Connector配置
+	// 1. Create three KisFunction configuration instances, with myFuncConfig2 having a Connector configuration
 	source1 := config.KisSource{
-		Name: "公众号抖音商城户订单数据",
+		Name: "TikTokOrder",
 		Must: []string{"order_id", "user_id"},
 	}
 
 	source2 := config.KisSource{
-		Name: "用户订单错误率",
+		Name: "UserOrderErrorRate",
 		Must: []string{"order_id", "user_id"},
 	}
 
@@ -42,22 +42,22 @@ func TestNewKisConnector(t *testing.T) {
 		panic("myFuncConfig3 is nil")
 	}
 
-	// 2. 创建一个KisConnector配置实例
+	// 2. Create a KisConnector configuration instance
 	myConnConfig1 := config.NewConnConfig("ConnName1", "0.0.0.0:9998", common.REDIS, "redis-key", nil)
 	if myConnConfig1 == nil {
 		panic("myConnConfig1 is nil")
 	}
 
-	// 3. 将KisConnector配置实例绑定到KisFunction配置实例上
+	// 3. Bind the KisConnector configuration instance to the KisFunction configuration instance
 	_ = myFuncConfig2.AddConnConfig(myConnConfig1)
 
-	// 4. 创建一个 KisFlow 配置实例
+	// 4. Create a KisFlow configuration instance
 	myFlowConfig1 := config.NewFlowConfig("flowName1", common.FlowEnable)
 
-	// 5. 创建一个KisFlow对象
+	// 5. Create a KisFlow object
 	flow1 := flow.NewKisFlow(myFlowConfig1)
 
-	// 6. 拼接Functioin 到 Flow 上
+	// 6. Link Functions to the Flow
 	if err := flow1.Link(myFuncConfig1, nil); err != nil {
 		panic(err)
 	}
@@ -68,12 +68,12 @@ func TestNewKisConnector(t *testing.T) {
 		panic(err)
 	}
 
-	// 7. 提交原始数据
+	// 7. Commit raw data
 	_ = flow1.CommitRow("This is Data1 from Test")
 	_ = flow1.CommitRow("This is Data2 from Test")
 	_ = flow1.CommitRow("This is Data3 from Test")
 
-	// 8. 执行flow1
+	// 8. Execute flow1
 	if err := flow1.Run(ctx); err != nil {
 		panic(err)
 	}

test/kis_flow_commit_batch_test.go

@@ -11,12 +11,12 @@ import (
 func TestForkFlowCommitBatch(t *testing.T) {
 	ctx := context.Background()
 
-	// 1. 加载配置文件并构建Flow
+	// 1. Load the configuration file and build the Flow
 	if err := file.ConfigImportYaml("load_conf/"); err != nil {
 		panic(err)
 	}
 
-	// 2. 获取Flow
+	// 2. Get the Flow
 	flow1 := kis.Pool().GetFlow("flowName1")
 
 	stringRows := []string{
@@ -25,13 +25,13 @@ func TestForkFlowCommitBatch(t *testing.T) {
 		"This is Data3 from Test",
 	}
 
-	// 3. 提交原始数据
+	// 3. Commit raw data
 	if err := flow1.CommitRowBatch(stringRows); err != nil {
 		log.Logger().ErrorF("CommitRowBatch Error, err = %+v", err)
 		panic(err)
 	}
 
-	// 4. 执行flow1
+	// 4. Execute flow1
 	if err := flow1.Run(ctx); err != nil {
 		panic(err)
 	}

test/kis_flow_test.go

@@ -11,14 +11,14 @@ import (
 func TestNewKisFlow(t *testing.T) {
 	ctx := context.Background()
 
-	// 1. 创建2个KisFunction配置实例
+	// 1. Create 2 KisFunction configuration instances
 	source1 := config.KisSource{
-		Name: "公众号抖音商城户订单数据",
+		Name: "TikTokOrder",
 		Must: []string{"order_id", "user_id"},
 	}
 
 	source2 := config.KisSource{
-		Name: "用户订单错误率",
+		Name: "UserOrderErrorRate",
 		Must: []string{"order_id", "user_id"},
 	}
 
@@ -32,13 +32,13 @@ func TestNewKisFlow(t *testing.T) {
 		panic("myFuncConfig2 is nil")
 	}
 
-	// 2. 创建一个 KisFlow 配置实例
+	// 2. Create a KisFlow configuration instance
 	myFlowConfig1 := config.NewFlowConfig("flowName1", common.FlowEnable)
 
-	// 3. 创建一个KisFlow对象
+	// 3. Create a KisFlow object
 	flow1 := flow.NewKisFlow(myFlowConfig1)
 
-	// 4. 拼接Functioin 到 Flow 上
+	// 4. Link functions to the Flow
 	if err := flow1.Link(myFuncConfig1, nil); err != nil {
 		panic(err)
 	}
@@ -46,7 +46,7 @@ func TestNewKisFlow(t *testing.T) {
 		panic(err)
 	}
 
-	// 5. 执行flow1
+	// 5. Execute flow1
 	if err := flow1.Run(ctx); err != nil {
 		panic(err)
 	}
@@ -55,14 +55,14 @@ func TestNewKisFlow(t *testing.T) {
 func TestNewKisFlowData(t *testing.T) {
 	ctx := context.Background()
 
-	// 1. 创建2个KisFunction配置实例
+	// 1. Create 2 KisFunction configuration instances
 	source1 := config.KisSource{
-		Name: "公众号抖音商城户订单数据",
+		Name: "TikTokOrder",
 		Must: []string{"order_id", "user_id"},
 	}
 
 	source2 := config.KisSource{
-		Name: "用户订单错误率",
+		Name: "UserOrderErrorRate",
 		Must: []string{"order_id", "user_id"},
 	}
 
@@ -76,13 +76,13 @@ func TestNewKisFlowData(t *testing.T) {
 		panic("myFuncConfig4 is nil")
 	}
 
-	// 2. 创建一个 KisFlow 配置实例
+	// 2. Create a KisFlow configuration instance
 	myFlowConfig1 := config.NewFlowConfig("flowName1", common.FlowEnable)
 
-	// 3. 创建一个KisFlow对象
+	// 3. Create a KisFlow object
 	flow1 := flow.NewKisFlow(myFlowConfig1)
 
-	// 4. 拼接 Function 到 Flow 上
+	// 4. Link Function to the Flow
 	if err := flow1.Link(myFuncConfig1, nil); err != nil {
 		panic(err)
 	}
@@ -90,12 +90,12 @@ func TestNewKisFlowData(t *testing.T) {
 		panic(err)
 	}
 
-	// 5. 提交原始数据
+	// 5. Commit raw data
 	_ = flow1.CommitRow("This is Data1 from Test")
 	_ = flow1.CommitRow("This is Data2 from Test")
 	_ = flow1.CommitRow("This is Data3 from Test")
 
-	// 6. 执行flow1
+	// 6. Execute flow1
 	if err := flow1.Run(ctx); err != nil {
 		panic(err)
 	}

test/kis_fork_test.go

@@ -14,12 +14,12 @@ import (
 func TestForkFlow(t *testing.T) {
 	ctx := context.Background()
 
-	// 1. 加载配置文件并构建Flow
+	// 1. Load configuration file and build Flow
 	if err := file.ConfigImportYaml("load_conf/"); err != nil {
 		panic(err)
 	}
 
-	// 2. 获取Flow
+	// 2. Get Flow
 	flow1 := kis.Pool().GetFlow("flowFork1")
 
 	fmt.Println("----> flow1: ", flow1.GetFuncParamsAllFuncs())
@@ -27,10 +27,10 @@ func TestForkFlow(t *testing.T) {
 	flow1Clone1 := flow1.Fork(ctx)
 	fmt.Println("----> flow1Clone1: ", flow1Clone1.GetFuncParamsAllFuncs())
 
-	// 3. 提交原始数据
+	// 3. Commit raw data
 	_ = flow1Clone1.CommitRow("This is Data1 from Test")
 
-	// 4. 执行flow1
+	// 4. Execute flow1
 	if err := flow1Clone1.Run(ctx); err != nil {
 		panic(err)
 	}
@@ -58,10 +58,10 @@ func TestForkFlowWithLink(t *testing.T) {
 
 	fmt.Println("----> flow1Clone1: ", flow1Clone1.GetFuncParamsAllFuncs())
 
-	// 3. 提交原始数据
+	// 3. Commit raw data
 	_ = flow1Clone1.CommitRow("This is Data1 from Test")
 
-	// 4. 执行flow1
+	// 4. Execute flow1
 	if err := flow1Clone1.Run(ctx); err != nil {
 		panic(err)
 	}

test/kis_function_test.go

@@ -12,9 +12,9 @@ import (
 func TestNewKisFunction(t *testing.T) {
 	ctx := context.Background()
 
-	// 1. 创建一个KisFunction配置实例
+	// 1. Create a KisFunction configuration instance
 	source := config.KisSource{
-		Name: "公众号抖音商城户订单数据",
+		Name: "TikTokOrder",
 		Must: []string{"order_id", "user_id"},
 	}
 
@@ -23,13 +23,13 @@ func TestNewKisFunction(t *testing.T) {
 		panic("myFuncConfig1 is nil")
 	}
 
-	// 2. 创建一个 KisFlow 配置实例
+	// 2. Create a KisFlow configuration instance
 	myFlowConfig1 := config.NewFlowConfig("flowName1", common.FlowEnable)
 
-	// 3. 创建一个KisFlow对象
+	// 3. Create a KisFlow object
 	flow1 := flow.NewKisFlow(myFlowConfig1)
 
-	// 4. 创建一个KisFunction对象
+	// 4. Create a KisFunction object
 	func1 := function.NewKisFunction(flow1, myFuncConfig1)
 
 	if err := func1.Call(ctx, flow1); err != nil {

test/kis_metrics_test.go

@@ -12,22 +12,18 @@ import (
 func TestMetricsDataTotal(t *testing.T) {
 	ctx := context.Background()
 
-	// 1. 加载配置文件并构建Flow
 	if err := file.ConfigImportYaml("load_conf/"); err != nil {
 		fmt.Println("Wrong Config Yaml Path!")
 		panic(err)
 	}
 
-	// 2. 获取Flow
 	flow1 := kis.Pool().GetFlow("flowName1")
 
 	n := 0
 
 	for n < 10 {
-		// 3. 提交原始数据
 		_ = flow1.CommitRow("This is Data1 from Test")
 
-		// 4. 执行flow1
 		if err := flow1.Run(ctx); err != nil {
 			panic(err)
 		}

test/kis_params_test.go

@@ -10,20 +10,16 @@ import (
 func TestParams(t *testing.T) {
 	ctx := context.Background()
 
-	// 1. 加载配置文件并构建Flow
 	if err := file.ConfigImportYaml("load_conf/"); err != nil {
 		panic(err)
 	}
 
-	// 2. 获取Flow
 	flow1 := kis.Pool().GetFlow("flowName1")
 
-	// 3. 提交原始数据
 	_ = flow1.CommitRow("This is Data1 from Test")
 	_ = flow1.CommitRow("This is Data2 from Test")
 	_ = flow1.CommitRow("This is Data3 from Test")
 
-	// 4. 执行flow1
 	if err := flow1.Run(ctx); err != nil {
 		panic(err)
 	}

test/kis_pool_test.go

@@ -12,14 +12,14 @@ func TestNewKisPool(t *testing.T) {
 
 	ctx := context.Background()
 
-	// 1. 创建2个KisFunction配置实例
+	// 1. Create 2 KisFunction configuration instances
 	source1 := config.KisSource{
-		Name: "公众号抖音商城户订单数据",
+		Name: "TickTokOrder",
 		Must: []string{"order_id", "user_id"},
 	}
 
 	source2 := config.KisSource{
-		Name: "用户订单错误率",
+		Name: "UserOrderErrorRate",
 		Must: []string{"order_id", "user_id"},
 	}
 
@@ -33,13 +33,13 @@ func TestNewKisPool(t *testing.T) {
 		panic("myFuncConfig4 is nil")
 	}
 
-	// 2. 创建一个 KisFlow 配置实例
+	// 2. Create a KisFlow configuration instance
 	myFlowConfig1 := config.NewFlowConfig("flowName1", common.FlowEnable)
 
-	// 3. 创建一个KisFlow对象
+	// 3. Create a KisFlow object
 	flow1 := flow.NewKisFlow(myFlowConfig1)
 
-	// 4. 拼接Functioin 到 Flow 上
+	// 4. Link Functions to Flow
 	if err := flow1.Link(myFuncConfig1, nil); err != nil {
 		panic(err)
 	}
@@ -47,12 +47,12 @@ func TestNewKisPool(t *testing.T) {
 		panic(err)
 	}
 
-	// 5. 提交原始数据
+	// 5. Commit raw data
 	_ = flow1.CommitRow("This is Data1 from Test")
 	_ = flow1.CommitRow("This is Data2 from Test")
 	_ = flow1.CommitRow("This is Data3 from Test")
 
-	// 6. 执行flow1
+	// 6. Execute flow1
 	if err := flow1.Run(ctx); err != nil {
 		panic(err)
 	}

test/load_conf/func/func-AbortFunc.yml

@@ -2,7 +2,7 @@ kistype: func
 fname: abortFunc
 fmode: Calculate
 source:
-  name: 用户订单错误率
+  name: UserOrderErrorRate
   must:
     - order_id
     - user_id

test/load_conf/func/func-AvgStuScore.yml

@@ -2,6 +2,6 @@ kistype: func
 fname: AvgStuScore
 fmode: Calculate
 source:
-    name: 学生平均分
+    name: StudentAverageScore
     must:
         - stu_id

test/load_conf/func/func-FuncName1.yml

@@ -2,7 +2,7 @@ kistype: func
 fname: funcName1
 fmode: Verify
 source:
-  name: 公众号抖音商城户订单数据
+  name: TiktokOrder
   must:
     - order_id
     - user_id

test/load_conf/func/func-FuncName2.yml

@@ -2,7 +2,7 @@ kistype: func
 fname: funcName2
 fmode: Save
 source:
-  name: 用户订单错误率
+  name: UserOrderErrorRate
   must:
     - order_id
     - user_id

test/load_conf/func/func-FuncName3.yml

@@ -2,7 +2,7 @@ kistype: func
 fname: funcName3
 fmode: Calculate
 source:
-  name: 用户订单错误率
+  name: UserOrderErrorRate
   must:
     - order_id
     - user_id

test/load_conf/func/func-NoResultFunc.yml

@@ -2,7 +2,7 @@ kistype: func
 fname: noResultFunc
 fmode: Calculate
 source:
-  name: 用户订单错误率
+  name: UserOrderErrorRate
   must:
     - order_id
     - user_id

test/load_conf/func/func-PrintStuAvgScore.yml

@@ -2,6 +2,6 @@ kistype: func
 fname: PrintStuAvgScore
 fmode: Expand
 source:
-    name: 学生平均分
+    name: StudentAverageScore
     must:
         - stu_id

test/load_conf/func/func-dataReuseFunc.yml

@@ -2,7 +2,7 @@ kistype: func
 fname: dataReuseFunc
 fmode: Calculate
 source:
-  name: 用户订单错误率
+  name: UserOrderErrorRate
   must:
     - order_id
     - user_id

test/load_conf/func/func-jumpFunc.yml

@@ -2,7 +2,7 @@ kistype: func
 fname: jumpFunc
 fmode: Calculate
 source:
-  name: 用户订单错误率
+  name: UserOrderErrorRate
   must:
     - order_id
     - user_id

test/load_conf/kis-flow.yml

@@ -1,8 +1,8 @@
-#kistype Global为kisflow的全局配置
+# kistype Global is the global configuration for kisflow
 kistype: global
-#是否启动prometheus监控
+# Whether to enable prometheus monitoring
 prometheus_enable: true
-#是否需要kisflow单独启动端口监听
+# Whether kisflow needs to listen on a separate port
 prometheus_listen: true
-#prometheus取点监听地址
+# Prometheus scrape address
 prometheus_serve: 0.0.0.0:20004