optimize measurement link api

.gitignore

@@ -22,6 +22,7 @@
 go.work
 
 .vscode
+.idea 
 # Shield all log files in the log folder
 /log/
 # Shield config files in the configs folder

config/config.go

@@ -22,12 +22,12 @@ type ServiceConfig struct {
 
 // KafkaConfig define config struct of kafka config
 type KafkaConfig struct {
-	Servers                 string `mapstructure:"Servers"`
-	GroupID                 string `mapstructure:"group_id"`
-	Topic                   string `mapstructure:"topic"`
-	AutoOffsetReset         string `mapstructure:"auto_offset_reset"`
-	EnableAutoCommit        string `mapstructure:"enable_auto_commit"`
-	ReadMessageTimeDuration string `mapstructure:"read_message_time_duration"`
+	Servers                 string  `mapstructure:"Servers"`
+	GroupID                 string  `mapstructure:"group_id"`
+	Topic                   string  `mapstructure:"topic"`
+	AutoOffsetReset         string  `mapstructure:"auto_offset_reset"`
+	EnableAutoCommit        string  `mapstructure:"enable_auto_commit"`
+	ReadMessageTimeDuration float32 `mapstructure:"read_message_time_duration"`
 }
 
 // PostgresConfig define config struct of postgres config

constants/buffer.go

@@ -0,0 +1,11 @@
+// Package constants define constant variable
+package constants
+
+import "time"
+
+const (
+	// SendMaxBatchSize define maximum buffer capacity
+	SendMaxBatchSize = 100
+	// SendMaxBatchInterval define maximum aggregate latency
+	SendMaxBatchInterval = 200 * time.Millisecond
+)

constants/context.go

@@ -0,0 +1,7 @@
+// Package constants define constant variable
+package constants
+
+type contextKey string
+
+// MeasurementUUIDKey define measurement uuid key into context
+const MeasurementUUIDKey contextKey = "measurement_uuid"

constants/error.go

@@ -49,3 +49,9 @@ var ErrChanIsNil = errors.New("this channel is nil")
 
 // ErrConcurrentModify define error of concurrent modification detected
 var ErrConcurrentModify = errors.New("existed concurrent modification risk")
+
+// ErrUnsupportedSubAction define error of unsupported real time data subscription action
+var ErrUnsupportedSubAction = errors.New("unsupported real time data subscription action")
+
+// ErrUnsupportedLinkAction define error of unsupported measurement link process action
+var ErrUnsupportedLinkAction = errors.New("unsupported rmeasurement link process action")

constants/event.go

@@ -0,0 +1,31 @@
+// Package constants define constant variable
+package constants
+
+const (
+	// TIBreachTriggerType define out of bounds type constant
+	TIBreachTriggerType = "trigger"
+)
+
+const (
+	// TelemetryUpLimit define telemetry upper limit
+	TelemetryUpLimit = "up"
+	// TelemetryUpUpLimit define telemetry upper upper limit
+	TelemetryUpUpLimit = "upup"
+
+	// TelemetryDownLimit define telemetry  limit
+	TelemetryDownLimit = "down"
+	// TelemetryDownDownLimit define telemetry lower lower limit
+	TelemetryDownDownLimit = "downdown"
+)
+
+const (
+	// TelesignalRaising define telesignal raising edge
+	TelesignalRaising = "raising"
+	// TelesignalFalling define telesignal falling edge
+	TelesignalFalling = "falling"
+)
+
+const (
+	//  MinBreachCount define min breach count of real time data
+	MinBreachCount = 10
+)

constants/keys.go

@@ -1,24 +0,0 @@
-// Package constants define constant variable
-package constants
-
-const (
-	// RedisAllGridSetKey define redis set key which store all grid keys
-	RedisAllGridSetKey = "grid_keys"
-	// RedisSpecGridZoneSetKey define redis set key which store all zone keys under specific grid
-	RedisSpecGridZoneSetKey = "grid_%s_zones_keys"
-
-	// RedisAllZoneSetKey define redis set key which store all zone keys
-	RedisAllZoneSetKey = "zone_keys"
-	// RedisSpecZoneStationSetKey define redis set key which store all station keys under specific zone
-	RedisSpecZoneStationSetKey = "zone_%s_stations_keys"
-
-	// RedisAllStationSetKey define redis set key which store all station keys
-	RedisAllStationSetKey = "station_keys"
-	// RedisSpecStationComponentSetKey define redis set key which store all component keys under specific station
-	RedisSpecStationComponentSetKey = "station_%s_components_keys"
-
-	// RedisAllComponentSetKey define redis set key which store all component keys
-	RedisAllComponentSetKey = "component_keys"
-	// RedisSpecComponentSetKey define redis set key which store all component keys under specific zone
-	RedisSpecComponentSetKey = "zone_%s_components_keys"
-)

constants/measurement.go

@@ -29,3 +29,8 @@ const (
 	ChannelSuffixUBC    = "UBC"
 	ChannelSuffixUCA    = "UCA"
 )
+
+const (
+	// MaxIdentifyHierarchy define max data indentify syntax hierarchy
+	MaxIdentifyHierarchy = 7
+)

constants/search_keys.go

@@ -0,0 +1,47 @@
+// Package constants define constant variable
+package constants
+
+const (
+	// RedisAllGridSetKey define redis set key which store all grid keys
+	RedisAllGridSetKey = "grid_keys"
+
+	// RedisAllZoneSetKey define redis set key which store all zone keys
+	RedisAllZoneSetKey = "zone_keys"
+
+	// RedisAllStationSetKey define redis set key which store all station keys
+	RedisAllStationSetKey = "station_keys"
+
+	// RedisAllCompNSPathSetKey define redis set key which store all component nspath keys
+	RedisAllCompNSPathSetKey = "component_nspath_keys"
+
+	// RedisAllCompTagSetKey define redis set key which store all component tag keys
+	RedisAllCompTagSetKey = "component_tag_keys"
+
+	// RedisAllConfigSetKey define redis set key which store all config keys
+	RedisAllConfigSetKey = "config_keys"
+
+	// RedisAllMeasTagSetKey define redis set key which store all measurement tag keys
+	RedisAllMeasTagSetKey = "measurement_tag_keys"
+
+	// RedisSpecGridZoneSetKey define redis set key which store all zone keys under specific grid
+	RedisSpecGridZoneSetKey = "%s_zones_keys"
+
+	// RedisSpecZoneStationSetKey define redis set key which store all station keys under specific zone
+	RedisSpecZoneStationSetKey = "%s_stations_keys"
+
+	// RedisSpecStationCompNSPATHSetKey define redis set key which store all component nspath keys under specific station
+	RedisSpecStationCompNSPATHSetKey = "%s_components_nspath_keys"
+
+	// RedisSpecStationCompTagSetKey define redis set key which store all component tag keys under specific station
+	RedisSpecStationCompTagSetKey = "%s_components_tag_keys"
+
+	// RedisSpecCompTagMeasSetKey define redis set key which store all measurement keys under specific component tag
+	RedisSpecCompTagMeasSetKey = "%s_measurement_keys"
+)
+
+const (
+	// SearchLinkAddAction define search link add action
+	SearchLinkAddAction = "add"
+	// SearchLinkDelAction define search link del action
+	SearchLinkDelAction = "del"
+)

constants/subscription.go

@@ -0,0 +1,73 @@
+// Package constants define constant variable
+package constants
+
+const (
+	// SubStartAction define the real time subscription start action
+	SubStartAction string = "start"
+	// SubStopAction define the real time subscription stop action
+	SubStopAction string = "stop"
+	// SubAppendAction define the real time subscription append action
+	SubAppendAction string = "append"
+	// SubUpdateAction define the real time subscription update action
+	SubUpdateAction string = "update"
+)
+
+// 定义状态常量
+const (
+	// SubSuccessCode define subscription success code
+	SubSuccessCode = "1001"
+	// SubFailedCode define subscription failed code
+	SubFailedCode = "1002"
+	// RTDSuccessCode define real time data return success code
+	RTDSuccessCode = "1003"
+	// RTDFailedCode define real time data return failed code
+	RTDFailedCode = "1004"
+	// CancelSubSuccessCode define cancel subscription success code
+	CancelSubSuccessCode = "1005"
+	// CancelSubFailedCode define cancel subscription failed code
+	CancelSubFailedCode = "1006"
+	// SubRepeatCode define subscription repeat code
+	SubRepeatCode = "1007"
+	// UpdateSubSuccessCode define update subscription success code
+	UpdateSubSuccessCode = "1008"
+	// UpdateSubFailedCode define update subscription failed code
+	UpdateSubFailedCode = "1009"
+)
+
+const (
+	// SubSuccessMsg define subscription success message
+	SubSuccessMsg = "subscription success"
+	// SubFailedMsg define subscription failed message
+	SubFailedMsg = "subscription failed"
+	// RTDSuccessMsg define real time data return success message
+	RTDSuccessMsg = "real time data return success"
+	// RTDFailedMsg define real time data return failed message
+	RTDFailedMsg = "real time data return failed"
+	// CancelSubSuccessMsg define cancel subscription success message
+	CancelSubSuccessMsg = "cancel subscription success"
+	// CancelSubFailedMsg define cancel subscription failed message
+	CancelSubFailedMsg = "cancel subscription failed"
+	// SubRepeatMsg define subscription repeat message
+	SubRepeatMsg = "subscription repeat in target interval"
+	// UpdateSubSuccessMsg define update subscription success message
+	UpdateSubSuccessMsg = "update subscription success"
+	// UpdateSubFailedMsg define update subscription failed message
+	UpdateSubFailedMsg = "update subscription failed"
+)
+
+// TargetOperationType define constant to the target operation type
+type TargetOperationType int
+
+const (
+	// OpAppend define append new target to the subscription list
+	OpAppend TargetOperationType = iota
+	// OpRemove define remove exist target from the subscription list
+	OpRemove
+	// OpUpdate define update exist target from the subscription list
+	OpUpdate
+)
+
+const (
+	// NoticeChanCap define real time data notice channel capacity
+	NoticeChanCap = 10000
+)

database/create_component.go

@@ -27,9 +27,9 @@ func CreateComponentIntoDB(ctx context.Context, tx *gorm.DB, componentInfo netwo
 
 	component := orm.Component{
 		GlobalUUID: globalUUID,
-		GridID:     strconv.FormatInt(componentInfo.GridID, 10),
-		ZoneID:     strconv.FormatInt(componentInfo.ZoneID, 10),
-		StationID:  strconv.FormatInt(componentInfo.StationID, 10),
+		GridTag:    strconv.FormatInt(componentInfo.GridID, 10),
+		ZoneTag:    strconv.FormatInt(componentInfo.ZoneID, 10),
+		StationTag: strconv.FormatInt(componentInfo.StationID, 10),
 		Tag:        componentInfo.Tag,
 		Name:       componentInfo.Name,
 		Context:    componentInfo.Context,

database/create_measurement.go

@@ -0,0 +1,50 @@
+// Package database define database operation functions
+package database
+
+import (
+	"context"
+	"fmt"
+	"strconv"
+	"time"
+
+	"modelRT/common/errcode"
+	"modelRT/network"
+	"modelRT/orm"
+
+	"github.com/gofrs/uuid"
+	"gorm.io/gorm"
+)
+
+// CreateMeasurement define create measurement info of the circuit diagram into DB
+func CreateMeasurement(ctx context.Context, tx *gorm.DB, measurementInfo network.MeasurementCreateInfo) (string, error) {
+	cancelCtx, cancel := context.WithTimeout(ctx, 5*time.Second)
+	defer cancel()
+
+	globalUUID, err := uuid.FromString(measurementInfo.UUID)
+	if err != nil {
+		return "", fmt.Errorf("format uuid from string type failed:%w", err)
+	}
+
+	measurement := orm.Measurement{
+		Tag:           "",
+		Name:          "",
+		Type:          -1,
+		Size:          -1,
+		DataSource:    nil,
+		EventPlan:     nil,
+		BayUUID:       globalUUID,
+		ComponentUUID: globalUUID,
+		Op:            -1,
+		Ts:            time.Now(),
+	}
+
+	result := tx.WithContext(cancelCtx).Create(&measurement)
+	if result.Error != nil || result.RowsAffected == 0 {
+		err := result.Error
+		if result.RowsAffected == 0 {
+			err = fmt.Errorf("%w:please check insert component slice", errcode.ErrInsertRowUnexpected)
+		}
+		return "", fmt.Errorf("insert component info failed:%w", err)
+	}
+	return strconv.FormatInt(measurement.ID, 10), nil
+}

database/create_topologic.go

@@ -24,7 +24,6 @@ func CreateTopologicIntoDB(ctx context.Context, tx *gorm.DB, pageID int64, topol
 			UUIDFrom: info.UUIDFrom,
 			UUIDTo:   info.UUIDTo,
 			Flag:     info.Flag,
-			Comment:  info.Comment,
 		}
 		topologicSlice = append(topologicSlice, topologicInfo)
 	}

database/fill_identity_token_model.go

@@ -0,0 +1,88 @@
+// Package database define database operation functions
+package database
+
+import (
+	"context"
+	"fmt"
+	"strings"
+
+	"modelRT/logger"
+	"modelRT/model"
+	"modelRT/orm"
+
+	"gorm.io/gorm"
+)
+
+// FillingShortTokenModel define filling short token model info
+func FillingShortTokenModel(ctx context.Context, tx *gorm.DB, identModel *model.ShortIdentityTokenModel) error {
+	filterComponent := &orm.Component{
+		GridTag:    identModel.GetGridTag(),
+		ZoneTag:    identModel.GetZoneTag(),
+		StationTag: identModel.GetStationTag(),
+	}
+
+	component, measurement, err := QueryLongIdentModelInfoByToken(ctx, tx, identModel.MeasurementTag, filterComponent)
+	if err != nil {
+		logger.Error(ctx, "query long identity token model info failed", "error", err)
+		return err
+	}
+	identModel.ComponentInfo = component
+	identModel.MeasurementInfo = measurement
+	return nil
+}
+
+// FillingLongTokenModel define filling long token model info
+func FillingLongTokenModel(ctx context.Context, tx *gorm.DB, identModel *model.LongIdentityTokenModel) error {
+	filterComponent := &orm.Component{
+		GridTag:    identModel.GetGridTag(),
+		ZoneTag:    identModel.GetZoneTag(),
+		StationTag: identModel.GetStationTag(),
+		Tag:        identModel.GetComponentTag(),
+	}
+	component, measurement, err := QueryLongIdentModelInfoByToken(ctx, tx, identModel.MeasurementTag, filterComponent)
+	if err != nil {
+		logger.Error(ctx, "query long identity token model info failed", "error", err)
+		return err
+	}
+	identModel.ComponentInfo = component
+	identModel.MeasurementInfo = measurement
+	return nil
+}
+
+// ParseDataIdentifierToken define function to parse data identifier token function
+func ParseDataIdentifierToken(ctx context.Context, tx *gorm.DB, identToken string) (model.IndentityTokenModelInterface, error) {
+	identSlice := strings.Split(identToken, ".")
+	identSliceLen := len(identSlice)
+	if identSliceLen == 4 {
+		// token1.token2.token3.token4.token7
+		shortIndentModel := &model.ShortIdentityTokenModel{
+			GridTag:        identSlice[0],
+			ZoneTag:        identSlice[1],
+			StationTag:     identSlice[2],
+			NamespacePath:  identSlice[3],
+			MeasurementTag: identSlice[6],
+		}
+		err := FillingShortTokenModel(ctx, tx, shortIndentModel)
+		if err != nil {
+			return nil, err
+		}
+		return shortIndentModel, nil
+	} else if identSliceLen == 7 {
+		// token1.token2.token3.token4.token5.token6.token7
+		longIndentModel := &model.LongIdentityTokenModel{
+			GridTag:        identSlice[0],
+			ZoneTag:        identSlice[1],
+			StationTag:     identSlice[2],
+			NamespacePath:  identSlice[3],
+			ComponentTag:   identSlice[4],
+			AttributeGroup: identSlice[5],
+			MeasurementTag: identSlice[6],
+		}
+		err := FillingLongTokenModel(ctx, tx, longIndentModel)
+		if err != nil {
+			return nil, err
+		}
+		return longIndentModel, nil
+	}
+	return nil, fmt.Errorf("invalid identity token format: %s", identToken)
+}

database/query_component.go

@@ -3,6 +3,7 @@ package database
 
 import (
 	"context"
+	"fmt"
 	"time"
 
 	"modelRT/orm"
@@ -81,3 +82,58 @@ func QueryComponentByNsPath(ctx context.Context, tx *gorm.DB, nsPath string) (or
 	}
 	return component, nil
 }
+
+// QueryLongIdentModelInfoByToken define func to query long identity model info by long token
+func QueryLongIdentModelInfoByToken(ctx context.Context, tx *gorm.DB, measTag string, condition *orm.Component) (*orm.Component, *orm.Measurement, error) {
+	var resultComp orm.Component
+	var meauserment orm.Measurement
+
+	// ctx timeout judgment
+	cancelCtx, cancel := context.WithTimeout(ctx, 5*time.Second)
+	defer cancel()
+
+	result := tx.WithContext(cancelCtx).Clauses(clause.Locking{Strength: "UPDATE"}).First(&resultComp, &condition)
+	if result.Error != nil {
+		if result.Error == gorm.ErrRecordNotFound {
+			return nil, nil, fmt.Errorf("component record not found by %v:%w", condition, result.Error)
+		}
+		return nil, nil, result.Error
+	}
+
+	filterMap := map[string]any{"component_uuid": resultComp.GlobalUUID, "tag": measTag}
+	result = tx.WithContext(cancelCtx).Where(filterMap).Clauses(clause.Locking{Strength: "UPDATE"}).First(&meauserment)
+	if result.Error != nil {
+		if result.Error == gorm.ErrRecordNotFound {
+			return nil, nil, fmt.Errorf("measurement record not found by %v:%w", filterMap, result.Error)
+		}
+		return nil, nil, result.Error
+	}
+	return &resultComp, &meauserment, nil
+}
+
+// QueryShortIdentModelInfoByToken define func to query short identity model info by short token
+func QueryShortIdentModelInfoByToken(ctx context.Context, tx *gorm.DB, measTag string, condition *orm.Component) (*orm.Component, *orm.Measurement, error) {
+	var resultComp orm.Component
+	var meauserment orm.Measurement
+	// ctx timeout judgment
+	cancelCtx, cancel := context.WithTimeout(ctx, 5*time.Second)
+	defer cancel()
+
+	result := tx.WithContext(cancelCtx).Clauses(clause.Locking{Strength: "UPDATE"}).First(&resultComp, &condition)
+	if result.Error != nil {
+		if result.Error == gorm.ErrRecordNotFound {
+			return nil, nil, fmt.Errorf("component record not found by %v:%w", condition, result.Error)
+		}
+		return nil, nil, result.Error
+	}
+
+	filterMap := map[string]any{"component_uuid": resultComp.GlobalUUID, "tag": measTag}
+	result = tx.WithContext(cancelCtx).Where(filterMap).Clauses(clause.Locking{Strength: "UPDATE"}).First(&meauserment)
+	if result.Error != nil {
+		if result.Error == gorm.ErrRecordNotFound {
+			return nil, nil, fmt.Errorf("measurement record not found by %v:%w", filterMap, result.Error)
+		}
+		return nil, nil, result.Error
+	}
+	return &resultComp, &meauserment, nil
+}

database/query_measurement.go

@@ -13,13 +13,32 @@ import (
 
 // QueryMeasurementByID return the result of query circuit diagram component measurement info by id from postgresDB
 func QueryMeasurementByID(ctx context.Context, tx *gorm.DB, id int64) (orm.Measurement, error) {
-	var component orm.Measurement
+	var measurement orm.Measurement
 	// ctx超时判断
 	cancelCtx, cancel := context.WithTimeout(ctx, 5*time.Second)
 	defer cancel()
 	result := tx.WithContext(cancelCtx).
 		Where("id = ?", id).
 		Clauses(clause.Locking{Strength: "UPDATE"}).
+		First(&measurement)
+
+	if result.Error != nil {
+		return orm.Measurement{}, result.Error
+	}
+	return measurement, nil
+}
+
+// QueryMeasurementByToken define function query circuit diagram component measurement info by token from postgresDB
+func QueryMeasurementByToken(ctx context.Context, tx *gorm.DB, token string) (orm.Measurement, error) {
+	// TODO parse token to avoid SQL injection
+
+	var component orm.Measurement
+	// ctx超时判断
+	cancelCtx, cancel := context.WithTimeout(ctx, 5*time.Second)
+	defer cancel()
+	result := tx.WithContext(cancelCtx).
+		Where(" = ?", token).
+		Clauses(clause.Locking{Strength: "UPDATE"}).
 		First(&component)
 
 	if result.Error != nil {
@@ -27,3 +46,17 @@ func QueryMeasurementByID(ctx context.Context, tx *gorm.DB, id int64) (orm.Measu
 	}
 	return component, nil
 }
+
+// GetAllMeasurements define func to query all measurement info from postgresDB
+func GetAllMeasurements(ctx context.Context, tx *gorm.DB) ([]orm.Measurement, error) {
+	var measurements []orm.Measurement
+
+	// ctx超时判断
+	cancelCtx, cancel := context.WithTimeout(ctx, 5*time.Second)
+	defer cancel()
+	result := tx.WithContext(cancelCtx).Clauses(clause.Locking{Strength: "UPDATE"}).Find(&measurements)
+	if result.Error != nil {
+		return nil, result.Error
+	}
+	return measurements, nil
+}

database/update_component.go

@@ -37,9 +37,9 @@ func UpdateComponentIntoDB(ctx context.Context, tx *gorm.DB, componentInfo netwo
 
 	updateParams := orm.Component{
 		GlobalUUID: globalUUID,
-		GridID:     strconv.FormatInt(componentInfo.GridID, 10),
-		ZoneID:     strconv.FormatInt(componentInfo.ZoneID, 10),
-		StationID:  strconv.FormatInt(componentInfo.StationID, 10),
+		GridTag:    strconv.FormatInt(componentInfo.GridID, 10),
+		ZoneTag:    strconv.FormatInt(componentInfo.ZoneID, 10),
+		StationTag: strconv.FormatInt(componentInfo.StationID, 10),
 		Tag:        componentInfo.Tag,
 		Name:       componentInfo.Name,
 		Context:    componentInfo.Context,

database/update_topologic.go

@@ -51,7 +51,6 @@ func UpdateTopologicIntoDB(ctx context.Context, tx *gorm.DB, pageID int64, chang
 			Flag:     changeInfo.Flag,
 			UUIDFrom: changeInfo.NewUUIDFrom,
 			UUIDTo:   changeInfo.NewUUIDTo,
-			Comment:  changeInfo.Comment,
 		}
 		result = tx.WithContext(cancelCtx).Create(&topologic)
 	}

deploy/deploy.md

@@ -88,45 +88,98 @@ docker logs redis
 ##### 2.4.1 Postgres数据注入
 
 ```SQL
-INSERT INTO public."Topologic" VALUES (2, 1, '70c190f2-8a60-42a9-b143-ec5f87e0aa6b', '10f155cf-bd27-4557-85b2-d126b6e2657f', 1, NULL);
-INSERT INTO public."Topologic" VALUES (3, 1, '70c190f2-8a60-42a9-b143-ec5f87e0aa6b', 'e32bc0be-67f4-4d79-a5da-eaa40a5bd77d', 1, NULL);
-INSERT INTO public."Topologic" VALUES (4, 1, '70c190f2-8a60-42a9-b143-ec5f87e0aa6b', '70c190f2-8a75-42a9-b166-ec5f87e0aa6b', 1, NULL);
-INSERT INTO public."Topologic" VALUES (5, 1, 'e32bc0be-67f4-4d79-a5da-eaa40a5bd77d', '70c200f2-8a75-42a9-c166-bf5f87e0aa6b', 1, NULL);
-INSERT INTO public."Topologic" VALUES (1, 1, '00000000-0000-0000-0000-000000000000', '70c190f2-8a60-42a9-b143-ec5f87e0aa6b', 1, NULL);
+INSERT INTO public.topologic(flag, uuid_from, uuid_to, context, description, op, ts) 
+VALUES 
+(1, '00000000-0000-0000-0000-000000000000', '70c190f2-8a60-42a9-b143-ec5f87e0aa6b', '{}', '', 1, CURRENT_TIMESTAMP),
+(1, '70c190f2-8a60-42a9-b143-ec5f87e0aa6b', '10f155cf-bd27-4557-85b2-d126b6e2657f', '{}', '', 1, CURRENT_TIMESTAMP),
+(1, '70c190f2-8a60-42a9-b143-ec5f87e0aa6b', 'e32bc0be-67f4-4d79-a5da-eaa40a5bd77d', '{}', '', 1, CURRENT_TIMESTAMP),
+(1, '70c190f2-8a60-42a9-b143-ec5f87e0aa6b', '70c190f2-8a75-42a9-b166-ec5f87e0aa6b', '{}', '', 1, CURRENT_TIMESTAMP),
+(1, 'e32bc0be-67f4-4d79-a5da-eaa40a5bd77d', '70c200f2-8a75-42a9-c166-bf5f87e0aa6b', '{}', '', 1, CURRENT_TIMESTAMP),
+(1, 'e32bc0be-67f4-4d79-a5da-eaa40a5bd77d', '968dd6e6-faec-4f78-b58a-d6e68426b09e', '{}', '', 1, CURRENT_TIMESTAMP),
+(1, 'e32bc0be-67f4-4d79-a5da-eaa40a5bd77d', '968dd6e6-faec-4f78-b58a-d6e68426b08e', '{}', '', 1, CURRENT_TIMESTAMP);
+
+
+INSERT INTO public.bay (bay_uuid, name, tag, type, unom, fla, capacity, description, in_service, state, grid, zone, station, business, context, from_uuids, to_uuids, dev_protect, dev_fault_record, dev_status, dev_dyn_sense, dev_instruct, dev_etc, components, op, ts) 
+VALUES (
+    '18e71a24-694a-43fa-93a7-c4d02a27d1bc', 
+    '', '', '', 
+    -1, -1, -1, 
+    '', 
+    false, 
+    -1, 
+    '', '', '', 
+    '{}', 
+    '{}', 
+    '[]', 
+    '[]', 
+    '[]', 
+    '[]', 
+    '[]', 
+    '[]', 
+    '[]', 
+    '[]', 
+    ARRAY['968dd6e6-faec-4f78-b58a-d6e68426b09e', '968dd6e6-faec-4f78-b58a-d6e68426b08e']::uuid[], 
+    -1, 
+    CURRENT_TIMESTAMP
+);
+
+INSERT INTO public.component (global_uuid, nspath, tag, name, model_name, description, grid, zone, station, type, in_service, state, status, connection, label, context, op, ts) 
+VALUES 
+(
+    '968dd6e6-faec-4f78-b58a-d6e68426b09e', 
+    'ns1', 'tag1', 'component1', '', '', 
+    'grid1', 'zone1', 'station1', 
+    -1, 
+    false, 
+    -1, -1, 
+    '{}', 
+    '{}', 
+    '{}', 
+    -1, 
+    CURRENT_TIMESTAMP
+),
+(
+    '968dd6e6-faec-4f78-b58a-d6e68426b08e', 
+    'ns1', 'tag2', 'component2', '', '', 
+    'grid1', 'zone1', 'station1', 
+    -1, 
+    false, 
+    -1, -1, 
+    '{}', 
+    '{}', 
+    '{}', 
+    -1, 
+    CURRENT_TIMESTAMP
+);
+
+INSERT INTO public.measurement (tag, name, type, size, data_source, event_plan, bay_uuid, component_uuid, op, ts) 
+VALUES (
+    'I11_C_rms', 
+    '45母甲侧互连电流C相1', 
+    -1, 
+    200, 
+    '{"type": 1, "io_address": {"device": "ssu001", "channel": "Telemetry1", "station": "001"}}', 
+    '{"cause": {"up": 55.0, "down": 45.0}, "action": {"command": "warning", "parameters": ["I段母线甲侧互连电流C相1"]}, "enable": true}', 
+    '18e71a24-694a-43fa-93a7-c4d02a27d1bc', 
+    '968dd6e6-faec-4f78-b58a-d6e68426b09e', 
+    -1, 
+    CURRENT_TIMESTAMP
+);
 ```
 
 ##### 2.4.2 Redis数据注入
 
 Redis数据脚本
 
-```Lua
-redis.call('SADD', 'grid_keys', 'transformfeeder1_220', 'transformfeeder1_220_35', 'transformfeeder1_220_36') 
-redis.call('SADD', 'grid_transformfeeder1_220_zones_keys', 'I_A_rms', 'I_B_rms', 'I_C_rms') 
-redis.call('SADD', 'grid_transformfeeder1_220_35_zones_keys', 'I_A_rms', 'I_B_rms', 'I_C_rms') 
-redis.call('SADD', 'grid_transformfeeder1_220_36_zones_keys', 'I_A_rms', 'I_B_rms', 'I_C_rms') 
-
-local dict_key = 'search_suggestions_dict' 
-
-redis.call('FT.SUGADD', dict_key, 'transformfeeder1_220', 1) 
-redis.call('FT.SUGADD', dict_key, 'transformfeeder1_220_35', 1) 
-redis.call('FT.SUGADD', dict_key, 'transformfeeder1_220_36', 1) 
-redis.call('FT.SUGADD', dict_key, 'transformfeeder1_220.I_A_rms', 1) 
-redis.call('FT.SUGADD', dict_key, 'transformfeeder1_220.I_B_rms', 1) 
-redis.call('FT.SUGADD', dict_key, 'transformfeeder1_220.I_C_rms', 1) 
-redis.call('FT.SUGADD', dict_key, 'transformfeeder1_220_35.I_A_rms', 1) 
-redis.call('FT.SUGADD', dict_key, 'transformfeeder1_220_35.I_B_rms', 1) 
-redis.call('FT.SUGADD', dict_key, 'transformfeeder1_220_35.I_C_rms', 1) 
-redis.call('FT.SUGADD', dict_key, 'transformfeeder1_220_36.I_A_rms', 1) 
-redis.call('FT.SUGADD', dict_key, 'transformfeeder1_220_36.I_B_rms', 1) 
-redis.call('FT.SUGADD', dict_key, 'transformfeeder1_220_36.I_C_rms', 1) 
-
-return 'OK'
+```shell
+deploy/redis-test-data/measurments-recommend/measurement_injection.go
 ```
 
-在Redis CLI 中导入命令
+运行脚本向 Reids 导入数据
 
-1. 使用 `EVAL "lua脚本" 0`即可成功导入数据
-2. 使用 `SCRIPT LOAD "lua脚本"`加载脚本,然后使用 `EVAL  SHA1值 0` 命令执行上一步存储命令返回的哈希值即可
+```shell
+go run deploy/redis-test-data/measurments-recommend/measurement_injection.go
+```
 
 ### 3\. 启动 ModelRT 服务
 

deploy/redis-test-data/measurments-recommend/measurement_injection.go

@@ -0,0 +1,330 @@
+// Package main implement redis test data injection
+package main
+
+import (
+	"context"
+	"fmt"
+	"log"
+
+	"github.com/RediSearch/redisearch-go/v2/redisearch"
+	"github.com/redis/go-redis/v9"
+)
+
+var ac *redisearch.Autocompleter
+
+// InitAutocompleterWithPool define func of initialize the Autocompleter with redigo pool
+func init() {
+	// ac = redisearch.NewAutocompleterFromPool(pool, redisSearchDictName)
+	ac = redisearch.NewAutocompleter("localhost:6379", redisSearchDictName)
+}
+
+const (
+	gridKeysSet            = "grid_keys"
+	zoneKeysSet            = "zone_keys"
+	stationKeysSet         = "station_keys"
+	componentNSPathKeysSet = "component_nspath_keys"
+	componentTagKeysSet    = "component_tag_keys"
+	configKeysSet          = "config_keys"
+	measurementTagKeysSet  = "measurement_tag_keys"
+
+	// Grid -> Zone (e.g., grid1_zones_keys)
+	gridZoneSetKeyFormat = "grid%d_zones_keys"
+	// Zone -> Station (e.g., zone1_1_stations_keys)
+	zoneStationSetKeyFormat = "zone%d_%d_stations_keys"
+	// Station -> NSPath (e.g., station1_1_1_components_nspath_keys)
+	stationNSPathKeyFormat = "station%d_%d_%d_components_nspath_keys"
+	// NSPath -> CompTag (e.g., ns1_1_1_1_components_tag_keys)
+	nsPathCompTagKeyFormat = "ns%d_%d_%d_%d_components_tag_keys"
+	// CompTag -> Measurement (e.g., comptag1_1_1_1_1_measurement_keys)
+	compTagMeasKeyFormat = "comptag%d_%d_%d_%d_%d_measurement_keys"
+)
+
+const (
+	redisSearchDictName = "search_suggestions_dict"
+	defaultScore        = 1.0
+)
+
+var configMetrics = []any{
+	"component", "base_extend", "rated", "setup", "model",
+	"stable", "bay", "craft", "integrity", "behavior",
+}
+
+func bulkInsertAllHierarchySets(ctx context.Context, rdb *redis.Client) error {
+	log.Println("starting bulk insertion of Redis hierarchy sets")
+
+	if err := insertStaticSets(ctx, rdb); err != nil {
+		return fmt.Errorf("static set insertion failed: %w", err)
+	}
+
+	if err := insertDynamicHierarchy(ctx, rdb); err != nil {
+		return fmt.Errorf("dynamic hierarchy insertion failed: %w", err)
+	}
+
+	if err := insertAllHierarchySuggestions(ac); err != nil {
+		return fmt.Errorf("dynamic hierarchy insertion failed: %w", err)
+	}
+
+	log.Println("bulk insertion complete")
+	return nil
+}
+
+func insertStaticSets(ctx context.Context, rdb *redis.Client) error {
+	// grid_keys
+	if err := rdb.SAdd(ctx, gridKeysSet, "grid1", "grid2", "grid3").Err(); err != nil {
+		return fmt.Errorf("sadd failed for %s: %w", gridKeysSet, err)
+	}
+
+	// zone_keys (3x3 = 9 members)
+	zoneMembers := make([]any, 0, 9)
+	for i := 1; i <= 3; i++ {
+		for j := 1; j <= 3; j++ {
+			zoneMembers = append(zoneMembers, fmt.Sprintf("zone%d_%d", i, j))
+		}
+	}
+	if err := rdb.SAdd(ctx, zoneKeysSet, zoneMembers...).Err(); err != nil {
+		return fmt.Errorf("sadd failed for %s: %w", zoneKeysSet, err)
+	}
+
+	// config_keys
+	if err := rdb.SAdd(ctx, configKeysSet, configMetrics...).Err(); err != nil {
+		return fmt.Errorf("sadd failed for %s: %w", configKeysSet, err)
+	}
+
+	log.Println("Static sets (grid_keys, zone_keys, config_keys) inserted.")
+	return nil
+}
+
+func insertDynamicHierarchy(ctx context.Context, rdb *redis.Client) error {
+	allStationKeys := make([]any, 0, 27)
+	allNSPathKeys := make([]any, 0, 81)
+	allCompTagKeys := make([]any, 0, 243)
+	allMeasurementTagKeys := make([]any, 0, 729)
+
+	// S: Grid Prefix (1-3)
+	for S := 1; S <= 3; S++ {
+		// Grid-Zone Set Key: gridS_zones_keys
+		gridZoneKey := fmt.Sprintf(gridZoneSetKeyFormat, S)
+		gridZoneMembers := make([]any, 0, 3)
+
+		// Y: Zone Index (1-3)
+		for Y := 1; Y <= 3; Y++ {
+			zoneID := fmt.Sprintf("%d_%d", S, Y)
+			zoneMember := "zone" + zoneID
+			gridZoneMembers = append(gridZoneMembers, zoneMember)
+
+			// Zone-Station Set Key: zoneS_Y_stations_keys
+			zoneStationKey := fmt.Sprintf(zoneStationSetKeyFormat, S, Y)
+			zoneStationMembers := make([]any, 0, 3)
+
+			// Z: Station Index (1-3)
+			for Z := 1; Z <= 3; Z++ {
+				stationID := fmt.Sprintf("%d_%d_%d", S, Y, Z)
+				stationKey := "station" + stationID
+				allStationKeys = append(allStationKeys, stationKey)
+				zoneStationMembers = append(zoneStationMembers, stationKey)
+
+				// Station-NSPath Set Key: stationS_Y_Z_components_nspath_keys
+				stationNSPathKey := fmt.Sprintf(stationNSPathKeyFormat, S, Y, Z)
+				stationNSMembers := make([]any, 0, 3)
+
+				// D: NSPath Index (1-3)
+				for D := 1; D <= 3; D++ {
+					nsPathID := fmt.Sprintf("%s_%d", stationID, D)
+					nsPathKey := "ns" + nsPathID
+					allNSPathKeys = append(allNSPathKeys, nsPathKey)
+					stationNSMembers = append(stationNSMembers, nsPathKey)
+
+					// NSPath-CompTag Set Key: nsS_Y_Z_D_components_tag_keys
+					nsCompTagKey := fmt.Sprintf(nsPathCompTagKeyFormat, S, Y, Z, D)
+					nsCompTagMembers := make([]any, 0, 3)
+
+					// I: CompTag Index (1-3)
+					for I := 1; I <= 3; I++ {
+						compTagID := fmt.Sprintf("%s_%d", nsPathID, I)
+						compTagKey := "cmptag" + compTagID
+						allCompTagKeys = append(allCompTagKeys, compTagKey)
+						nsCompTagMembers = append(nsCompTagMembers, compTagKey)
+
+						// CompTag-Measurement Set Key: comptagS_Y_Z_D_I_measurement_keys
+						compTagMeasKey := fmt.Sprintf(compTagMeasKeyFormat, S, Y, Z, D, I)
+						compTagMeasMembers := make([]any, 0, 3)
+
+						// M: Measurement Index (1-3)
+						for M := 1; M <= 3; M++ {
+							measurementID := fmt.Sprintf("%s_%d", compTagID, M)
+							measurementKey := "meas" + measurementID
+							allMeasurementTagKeys = append(allMeasurementTagKeys, measurementKey)
+							compTagMeasMembers = append(compTagMeasMembers, measurementKey)
+						}
+
+						if err := rdb.SAdd(ctx, compTagMeasKey, compTagMeasMembers...).Err(); err != nil {
+							return fmt.Errorf("sadd failed for %s: %w", compTagMeasKey, err)
+						}
+					}
+
+					if err := rdb.SAdd(ctx, nsCompTagKey, nsCompTagMembers...).Err(); err != nil {
+						return fmt.Errorf("sadd failed for %s: %w", nsCompTagKey, err)
+					}
+				}
+
+				if err := rdb.SAdd(ctx, stationNSPathKey, stationNSMembers...).Err(); err != nil {
+					return fmt.Errorf("sadd failed for %s: %w", stationNSPathKey, err)
+				}
+			}
+
+			if err := rdb.SAdd(ctx, zoneStationKey, zoneStationMembers...).Err(); err != nil {
+				return fmt.Errorf("sadd failed for %s: %w", zoneStationKey, err)
+			}
+
+		}
+
+		if err := rdb.SAdd(ctx, gridZoneKey, gridZoneMembers...).Err(); err != nil {
+			return fmt.Errorf("sadd failed for %s: %w", gridZoneKey, err)
+		}
+	}
+
+	// 插入所有顶层动态 Set (将所有成员一次性插入到全局 Set 中)
+	if err := rdb.SAdd(ctx, stationKeysSet, allStationKeys...).Err(); err != nil {
+		return fmt.Errorf("sadd failed for %s: %w", stationKeysSet, err)
+	}
+	if err := rdb.SAdd(ctx, componentNSPathKeysSet, allNSPathKeys...).Err(); err != nil {
+		return fmt.Errorf("sadd failed for %s: %w", componentNSPathKeysSet, err)
+	}
+	if err := rdb.SAdd(ctx, componentTagKeysSet, allCompTagKeys...).Err(); err != nil {
+		return fmt.Errorf("sadd failed for %s: %w", componentTagKeysSet, err)
+	}
+	if err := rdb.SAdd(ctx, measurementTagKeysSet, allMeasurementTagKeys...).Err(); err != nil {
+		return fmt.Errorf("sadd failed for %s: %w", measurementTagKeysSet, err)
+	}
+
+	log.Printf("inserted %d stations, %d nspaths, %d comptags, and %d measurements.\n",
+		len(allStationKeys), len(allNSPathKeys), len(allCompTagKeys), len(allMeasurementTagKeys))
+
+	return nil
+}
+
+func insertAllHierarchySuggestions(ac *redisearch.Autocompleter) error {
+	suggestions := make([]redisearch.Suggestion, 0, 10000)
+	// S: grid Index (1-3)
+	for S := 1; S <= 3; S++ {
+		gridStr := fmt.Sprintf("grid%d", S)
+		suggestions = append(suggestions, redisearch.Suggestion{Term: gridStr, Score: defaultScore})
+
+		// Y: zone Index (1-3)
+		for Y := 1; Y <= 3; Y++ {
+			zoneStr := fmt.Sprintf("zone%d_%d", S, Y)
+			gridZonePath := fmt.Sprintf("%s.%s", gridStr, zoneStr)
+			suggestions = append(suggestions, redisearch.Suggestion{Term: gridZonePath, Score: defaultScore})
+
+			// Z: station Index (1-3)
+			for Z := 1; Z <= 3; Z++ {
+				stationStr := fmt.Sprintf("station%d_%d_%d", S, Y, Z)
+				gridZoneStationPath := fmt.Sprintf("%s.%s", gridZonePath, stationStr)
+				suggestions = append(suggestions, redisearch.Suggestion{Term: gridZoneStationPath, Score: defaultScore})
+
+				// D: nsPath Index (1-3)
+				for D := 1; D <= 3; D++ {
+					nsPathStr := fmt.Sprintf("ns%d_%d_%d_%d", S, Y, Z, D)
+					gridZoneStationNSPath := fmt.Sprintf("%s.%s", gridZoneStationPath, nsPathStr)
+					suggestions = append(suggestions, redisearch.Suggestion{Term: gridZoneStationNSPath, Score: defaultScore})
+
+					// I: compTag Index (1-3)
+					for I := 1; I <= 3; I++ {
+						compTagStr := fmt.Sprintf("comptag%d_%d_%d_%d_%d", S, Y, Z, D, I)
+						fullCompTagPath := fmt.Sprintf("%s.%s", gridZoneStationNSPath, compTagStr)
+						suggestions = append(suggestions, redisearch.Suggestion{Term: fullCompTagPath, Score: defaultScore})
+
+						for _, metric := range configMetrics {
+							fullMetricPath := fmt.Sprintf("%s.%s", fullCompTagPath, metric)
+							suggestions = append(suggestions, redisearch.Suggestion{Term: fullMetricPath, Score: defaultScore})
+							// J: measTag Index (1-3)
+							for J := 1; J <= 3; J++ {
+								measTagStr := fmt.Sprintf("comptag%d_%d_%d_%d_%d_%d", S, Y, Z, D, I, J)
+								fullMeasurementPath := fmt.Sprintf("%s.%s", fullMetricPath, measTagStr)
+								suggestions = append(suggestions, redisearch.Suggestion{Term: fullMeasurementPath, Score: defaultScore})
+							}
+						}
+					}
+				}
+			}
+		}
+	}
+
+	log.Printf("generated %d suggestions. starting bulk insertion into dictionary '%s'.", len(suggestions), redisSearchDictName)
+
+	// del ac suggestion
+	ac.Delete()
+
+	err := ac.AddTerms(suggestions...)
+	if err != nil {
+		return fmt.Errorf("failed to add %d suggestions: %w", len(suggestions), err)
+	}
+	return nil
+}
+
+func deleteAllHierarchySets(ctx context.Context, rdb *redis.Client) error {
+	log.Println("starting to collect all Redis Set keys for deletion...")
+
+	keysToDelete := []string{
+		gridKeysSet,
+		zoneKeysSet,
+		stationKeysSet,
+		componentNSPathKeysSet,
+		componentTagKeysSet,
+		configKeysSet,
+		measurementTagKeysSet,
+	}
+
+	for S := 1; S <= 3; S++ {
+		keysToDelete = append(keysToDelete, fmt.Sprintf(gridZoneSetKeyFormat, S))
+
+		for Y := 1; Y <= 3; Y++ {
+			keysToDelete = append(keysToDelete, fmt.Sprintf(zoneStationSetKeyFormat, S, Y))
+
+			for Z := 1; Z <= 3; Z++ {
+				keysToDelete = append(keysToDelete, fmt.Sprintf(stationNSPathKeyFormat, S, Y, Z))
+
+				for D := 1; D <= 3; D++ {
+					keysToDelete = append(keysToDelete, fmt.Sprintf(nsPathCompTagKeyFormat, S, Y, Z, D))
+
+					for I := 1; I <= 3; I++ {
+						keysToDelete = append(keysToDelete, fmt.Sprintf(compTagMeasKeyFormat, S, Y, Z, D, I))
+					}
+				}
+			}
+		}
+	}
+
+	log.Printf("collected %d unique keys. Starting batch deletion...", len(keysToDelete))
+
+	deletedCount, err := rdb.Del(ctx, keysToDelete...).Result()
+	if err != nil {
+		return fmt.Errorf("batch deletion failed: %w", err)
+	}
+
+	log.Printf("Successfully deleted %d keys (Sets) from Redis.", deletedCount)
+	return nil
+}
+
+func main() {
+	rdb := redis.NewClient(&redis.Options{
+		Addr:     "localhost:6379",
+		Password: "",
+		DB:       0,
+	})
+
+	ctx := context.Background()
+
+	if err := rdb.Ping(ctx).Err(); err != nil {
+		log.Fatalf("could not connect to Redis: %v", err)
+	}
+	log.Println("connected to Redis successfully")
+
+	if err := deleteAllHierarchySets(ctx, rdb); err != nil {
+		log.Fatalf("error delete exist set before bulk insertion: %v", err)
+	}
+
+	if err := bulkInsertAllHierarchySets(ctx, rdb); err != nil {
+		log.Fatalf("error during bulk insertion: %v", err)
+	}
+}

deploy/redis-test-data/real-time-compute/compute_data_injection.go

@@ -0,0 +1,224 @@
+// Package main implement redis test data injection
+package main
+
+import (
+	"context"
+	"fmt"
+	"log"
+	"math/rand"
+	"strconv"
+	"time"
+
+	"modelRT/orm"
+
+	util "modelRT/deploy/redis-test-data/util"
+
+	"github.com/redis/go-redis/v9"
+	"gorm.io/driver/postgres"
+	"gorm.io/gorm"
+)
+
+const (
+	redisAddr = "localhost:6379"
+)
+
+var globalRedisClient *redis.Client
+
+var (
+	highEnd, highStart, lowStart, lowEnd int
+	totalLength                          int
+	highSegmentLength                    int
+	lowSegmentLength                     int
+)
+
+func selectRandomInt() int {
+	options := []int{0, 2}
+	randomIndex := rand.Intn(len(options))
+	return options[randomIndex]
+}
+
+// generateMixedData define func to generate a set of floating-point data that meets specific conditions
+func generateMixedData(highMin, lowMin, highBase, lowBase, baseValue, normalBase float64) []float64 {
+	totalLength = 500
+	highSegmentLength = 20
+	lowSegmentLength = 20
+
+	seed := time.Now().UnixNano()
+	source := rand.NewSource(seed)
+	r := rand.New(source)
+
+	data := make([]float64, totalLength)
+	highStart = rand.Intn(totalLength - highSegmentLength - lowSegmentLength - 1)
+	highEnd = highStart + highSegmentLength
+	lowStart = rand.Intn(totalLength-lowSegmentLength-highEnd) + highEnd
+	lowEnd = lowStart + lowSegmentLength
+
+	for i := 0; i < totalLength; i++ {
+		if i >= highStart && i < highStart+highSegmentLength {
+			// 数据值均大于 55.0，在 [55.5, 60.0] 范围内随机
+			// rand.Float64() 生成 [0.0, 1.0) 范围的浮点数
+			data[i] = highMin + r.Float64()*(highBase)
+		} else if i >= lowStart && i < lowStart+lowSegmentLength {
+			// 数据值均小于 45.0，在 [40.0, 44.5] 范围内随机
+			data[i] = lowMin + r.Float64()*(lowBase)
+		} else {
+			// 数据在 [45.0, 55.0] 范围内随机 (baseValue ± 5)
+			// 50 + rand.Float64() * 10 - 5
+			change := normalBase - r.Float64()*normalBase*2
+			data[i] = baseValue + change
+		}
+	}
+	return data
+}
+
+func generateNormalData(baseValue, normalBase float64) []float64 {
+	totalLength = 500
+	seed := time.Now().UnixNano()
+	source := rand.NewSource(seed)
+	r := rand.New(source)
+
+	data := make([]float64, totalLength)
+	for i := 0; i < totalLength; i++ {
+		change := normalBase - r.Float64()*normalBase*2
+		data[i] = baseValue + change
+	}
+	return data
+}
+
+func main() {
+	rootCtx := context.Background()
+
+	pgURI := fmt.Sprintf("host=%s port=%d user=%s password=%s dbname=%s", "192.168.1.101", 5432, "postgres", "coslight", "demo")
+
+	postgresDBClient, err := gorm.Open(postgres.Open(pgURI))
+	if err != nil {
+		panic(err)
+	}
+	defer func() {
+		sqlDB, err := postgresDBClient.DB()
+		if err != nil {
+			panic(err)
+		}
+		sqlDB.Close()
+	}()
+
+	cancelCtx, cancel := context.WithTimeout(rootCtx, 5*time.Second)
+	defer cancel()
+	var measurements []orm.Measurement
+	result := postgresDBClient.WithContext(cancelCtx).Find(&measurements)
+	if result.Error != nil {
+		panic(result.Error)
+	}
+	log.Println("总共读取到测量点数量:", len(measurements))
+	measInfos := util.ProcessMeasurements(measurements)
+
+	globalRedisClient = util.InitRedisClient(redisAddr)
+	rCancelCtx, cancel := context.WithCancel(rootCtx)
+	defer cancel()
+
+	for key, measInfo := range measInfos {
+		randomType := selectRandomType()
+		var datas []float64
+		if randomType {
+			// 生成正常数据
+			log.Printf("key:%s generate normal data type is %v\n", key, randomType)
+			baseValue := measInfo.BaseValue
+			changes := measInfo.Changes
+			normalBase := changes[0]
+			noramlMin := baseValue - normalBase
+			normalMax := baseValue + normalBase
+			datas = generateNormalData(baseValue, normalBase)
+			allTrue := true
+
+			for i := 0; i < totalLength-1; i++ {
+				value := datas[i]
+				// log.Printf("index:%d, value:%.2f\n", i, value)
+				if value < noramlMin && value > normalMax {
+					allTrue = false
+				}
+			}
+			log.Printf("// 验证结果: 所有值是否 >= %.2f或 <= %.2f %t\n", noramlMin, normalMax, allTrue)
+		} else {
+			// 生成异常数据
+			log.Printf("key:%s generate abnormal data type is %v\n", key, randomType)
+			var highMin, highBase float64
+			var lowMin, lowBase float64
+			var normalBase float64
+
+			// TODO 生成一次测试数据
+			changes := measInfo.Changes
+			baseValue := measInfo.BaseValue
+			if len(changes) == 2 {
+				highMin = baseValue + changes[0]
+				lowMin = baseValue + changes[1]
+				highBase = changes[0]
+				lowBase = changes[1]
+				normalBase = changes[0]
+			} else {
+				randomIndex := selectRandomInt()
+				highMin = baseValue + changes[randomIndex]
+				lowMin = baseValue + changes[randomIndex+1]
+				highBase = changes[randomIndex]
+				lowBase = changes[randomIndex+1]
+				normalBase = changes[0]
+			}
+
+			datas = generateMixedData(highMin, lowMin, highBase, lowBase, baseValue, normalBase)
+			// log.Printf("key:%s\n datas:%v\n", key, datas)
+
+			allHigh := true
+			for i := highStart; i < highEnd; i++ {
+				if datas[i] <= highMin {
+					allHigh = false
+					break
+				}
+			}
+			log.Printf("// 验证结果 (高值段在 %d-%d): 所有值是否 >  %.2f? %t\n", highStart, highEnd-1, highMin, allHigh)
+
+			allLow := true
+			for i := lowStart; i < lowEnd; i++ {
+				if datas[i] >= lowMin {
+					allLow = false
+					break
+				}
+			}
+			log.Printf("// 验证结果 (低值段在 %d-%d): 所有值是否 < %.2f? %t\n", lowStart, lowEnd-1, lowMin, allLow)
+
+			allTrue := true
+			for i := 0; i < totalLength-1; i++ {
+				value := datas[i]
+				if i < highStart || (i >= highEnd && i < lowStart) || i >= lowEnd {
+					// log.Printf("index:%d, value:%.2f\n", i, value)
+					if value >= highMin && value <= lowMin {
+						allTrue = false
+					}
+				}
+			}
+			log.Printf("// 验证结果 (正常段在 %d-%d): 所有值是否 <= %.2f或>= %.2f %t\n", 0, totalLength-1, highMin, lowMin, allTrue)
+		}
+		log.Printf("启动数据写入程序, Redis Key: %s, 基准值: %.4f, 变化范围: %+v\n", key, measInfo.BaseValue, measInfo.Changes)
+		pipe := globalRedisClient.Pipeline()
+		redisZs := make([]redis.Z, 0, totalLength)
+		currentTime := time.Now().UnixNano()
+		for i := range totalLength {
+			sequentialTime := currentTime + int64(i)
+			z := redis.Z{
+				Score:  datas[i],
+				Member: strconv.FormatInt(sequentialTime, 10),
+			}
+			redisZs = append(redisZs, z)
+		}
+		log.Printf("启动数据写入程序, Redis Key: %s, 写入数据量: %d\n", key, len(redisZs))
+		pipe.ZAdd(rCancelCtx, key, redisZs...)
+		_, err = pipe.Exec(rCancelCtx)
+		if err != nil {
+			log.Printf("redis pipeline execution failed: %v\n", err)
+		}
+	}
+}
+
+func selectRandomType() bool {
+	options := []int{0, 2}
+	randomValue := rand.Intn(len(options))
+	return randomValue != 0
+}

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

@@ -0,0 +1,449 @@
+// Package main implement redis test data injection
+package main
+
+import (
+	"context"
+	"fmt"
+	"log"
+	"math/rand"
+	"os"
+	"os/signal"
+	"strconv"
+	"syscall"
+	"time"
+
+	"modelRT/deploy/redis-test-data/util"
+	"modelRT/orm"
+
+	redis "github.com/redis/go-redis/v9"
+	"gorm.io/driver/postgres"
+	"gorm.io/gorm"
+)
+
+// Redis配置
+const (
+	redisAddr = "localhost:6379"
+)
+
+var globalRedisClient *redis.Client
+
+// outlierConfig 异常段配置
+type outlierConfig struct {
+	Enabled      bool    // 是否启用异常段
+	Count        int     // 异常段数量 (0=随机, 1-5=指定数量)
+	MinLength    int     // 异常段最小长度
+	MaxLength    int     // 异常段最大长度
+	Intensity    float64 // 异常强度系数 (1.0=轻微超出, 2.0=显著超出)
+	Distribution string  // 分布类型 "both"-上下都有, "upper"-只向上, "lower"-只向下
+}
+
+// GenerateFloatSliceWithOutliers 生成包含连续异常段的数据
+// baseValue: 基准值
+// changes: 变化范围，每2个元素为一组 [minChange1, maxChange1, minChange2, maxChange2, ...]
+// size: 生成的切片长度
+// variationType: 变化类型
+// outlierConfig: 异常段配置
+func generateFloatSliceWithOutliers(baseValue float64, changes []float64, size int, variationType string, outlierConfig outlierConfig) ([]float64, error) {
+	// 先生成正常数据
+	data, err := generateFloatSlice(baseValue, changes, size, variationType)
+	if err != nil {
+		return nil, err
+	}
+
+	// 插入异常段
+	if outlierConfig.Enabled {
+		data = insertOutliers(data, baseValue, changes, outlierConfig)
+	}
+
+	return data, nil
+}
+
+// 插入异常段
+func insertOutliers(data []float64, baseValue float64, changes []float64, config outlierConfig) []float64 {
+	if len(data) == 0 || !config.Enabled {
+		return data
+	}
+
+	// 获取变化范围的边界
+	minBound, maxBound := getChangeBounds(baseValue, changes)
+	// TODO delete
+	log.Printf("获取变化范围的边界,min:%.4f,max:%.4f\n", minBound, maxBound)
+
+	// 确定异常段数量
+	outlierCount := config.Count
+	if outlierCount == 0 {
+		// 随机生成1-3个异常段
+		outlierCount = rand.Intn(3) + 1
+	}
+
+	// 计算最大可能的异常段数量
+	maxPossibleOutliers := len(data) / (config.MinLength + 10)
+	if outlierCount > maxPossibleOutliers {
+		outlierCount = maxPossibleOutliers
+	}
+
+	// 生成异常段位置
+	segments := generateOutlierSegments(len(data), config.MinLength, config.MaxLength, outlierCount, config.Distribution)
+	// TODO 调试信息待删除
+	log.Printf("生成异常段位置:%+v\n", segments)
+	// 插入异常数据
+	for _, segment := range segments {
+		data = insertOutlierSegment(data, segment, minBound, maxBound, config)
+	}
+	return data
+}
+
+// 获取变化范围的边界
+func getChangeBounds(baseValue float64, changes []float64) (minBound, maxBound float64) {
+	if len(changes) == 0 {
+		return baseValue - 10, baseValue + 10
+	}
+
+	ranges := normalizeRanges(changes)
+	minBound, maxBound = baseValue+ranges[0][0], baseValue+ranges[0][1]
+
+	for _, r := range ranges {
+		if baseValue+r[0] < minBound {
+			minBound = baseValue + r[0]
+		}
+		if baseValue+r[1] > maxBound {
+			maxBound = baseValue + r[1]
+		}
+	}
+
+	return minBound, maxBound
+}
+
+// OutlierSegment 异常段定义
+type OutlierSegment struct {
+	Start  int
+	Length int
+	Type   string // "upper"-向上异常, "lower"-向下异常
+}
+
+func generateOutlierSegments(totalSize, minLength, maxLength, count int, distribution string) []OutlierSegment {
+	if count == 0 {
+		return nil
+	}
+
+	segments := make([]OutlierSegment, 0, count)
+	usedPositions := make(map[int]bool)
+
+	for i := 0; i < count; i++ {
+		// 尝试多次寻找合适的位置
+		for attempt := 0; attempt < 10; attempt++ {
+			length := rand.Intn(maxLength-minLength+1) + minLength
+			start := rand.Intn(totalSize - length)
+
+			// 检查是否与已有段重叠
+			overlap := false
+			for pos := start; pos < start+length; pos++ {
+				if usedPositions[pos] {
+					overlap = true
+					break
+				}
+			}
+
+			if !overlap {
+				// 标记已使用的位置
+				for pos := start; pos < start+length; pos++ {
+					usedPositions[pos] = true
+				}
+
+				// 根据 distribution 配置决定异常类型
+				var outlierType string
+				switch distribution {
+				case "upper":
+					outlierType = "upper"
+				case "lower":
+					outlierType = "lower"
+				case "both":
+					fallthrough
+				default:
+					if rand.Float64() < 0.5 {
+						outlierType = "upper"
+					} else {
+						outlierType = "lower"
+					}
+				}
+
+				segments = append(segments, OutlierSegment{
+					Start:  start,
+					Length: length,
+					Type:   outlierType,
+				})
+				break
+			}
+		}
+	}
+
+	return segments
+}
+
+func insertOutlierSegment(data []float64, segment OutlierSegment, minBound, maxBound float64, config outlierConfig) []float64 {
+	rangeWidth := maxBound - minBound
+
+	// 确定整个异常段的方向
+	outlierType := segment.Type
+	if outlierType == "" {
+		switch config.Distribution {
+		case "upper":
+			outlierType = "upper"
+		case "lower":
+			outlierType = "lower"
+		default:
+			if rand.Float64() < 0.5 {
+				outlierType = "upper"
+			} else {
+				outlierType = "lower"
+			}
+		}
+	}
+
+	// 为整个段生成同方向异常值
+	for i := segment.Start; i < segment.Start+segment.Length && i < len(data); i++ {
+		excess := rangeWidth * (0.3 + rand.Float64()*config.Intensity)
+
+		if outlierType == "upper" {
+			data[i] = maxBound + excess
+		} else {
+			data[i] = minBound - excess
+		}
+	}
+
+	return data
+}
+
+func detectOutlierSegments(data []float64, baseValue float64, changes []float64, minSegmentLength int) []OutlierSegment {
+	if len(data) == 0 {
+		return nil
+	}
+
+	minBound, maxBound := getChangeBounds(baseValue, changes)
+	var segments []OutlierSegment
+	currentStart := -1
+	currentType := ""
+
+	for i, value := range data {
+		isOutlier := value > maxBound || value < minBound
+
+		if isOutlier {
+			outlierType := "upper"
+			if value < minBound {
+				outlierType = "lower"
+			}
+
+			if currentStart == -1 {
+				// 开始新的异常段
+				currentStart = i
+				currentType = outlierType
+			} else if currentType != outlierType {
+				// 类型变化，结束当前段
+				if i-currentStart >= minSegmentLength {
+					segments = append(segments, OutlierSegment{
+						Start:  currentStart,
+						Length: i - currentStart,
+						Type:   currentType,
+					})
+				}
+				currentStart = i
+				currentType = outlierType
+			}
+		} else {
+			if currentStart != -1 {
+				// 结束当前异常段
+				if i-currentStart >= minSegmentLength {
+					segments = append(segments, OutlierSegment{
+						Start:  currentStart,
+						Length: i - currentStart,
+						Type:   currentType,
+					})
+				}
+				currentStart = -1
+				currentType = ""
+			}
+		}
+	}
+
+	// 处理最后的异常段
+	if currentStart != -1 && len(data)-currentStart >= minSegmentLength {
+		segments = append(segments, OutlierSegment{
+			Start:  currentStart,
+			Length: len(data) - currentStart,
+			Type:   currentType,
+		})
+	}
+
+	return segments
+}
+
+func generateFloatSlice(baseValue float64, changes []float64, size int, variationType string) ([]float64, error) {
+	return generateRandomData(baseValue, changes, size), nil
+}
+
+func normalizeRanges(changes []float64) [][2]float64 {
+	ranges := make([][2]float64, len(changes)/2)
+	for i := 0; i < len(changes); i += 2 {
+		min, max := changes[i], changes[i+1]
+		if min > max {
+			min, max = max, min
+		}
+		ranges[i/2] = [2]float64{min, max}
+	}
+	return ranges
+}
+
+func generateRandomData(baseValue float64, changes []float64, size int) []float64 {
+	data := make([]float64, size)
+	ranges := normalizeRanges(changes)
+	for i := range data {
+		rangeIdx := rand.Intn(len(ranges))
+		minChange := ranges[rangeIdx][0]
+		maxChange := ranges[rangeIdx][1]
+		change := minChange + rand.Float64()*(maxChange-minChange)
+		data[i] = baseValue + change
+	}
+	return data
+}
+
+// simulateDataWrite 定时生成并写入模拟数据到 Redis ZSet
+func simulateDataWrite(ctx context.Context, rdb *redis.Client, redisKey string, config outlierConfig, measInfo util.CalculationResult) {
+	log.Printf("启动数据写入程序, Redis Key: %s, 基准值: %.4f, 变化范围: %+v\n", redisKey, measInfo.BaseValue, measInfo.Changes)
+	ticker := time.NewTicker(3 * time.Second)
+	defer ticker.Stop()
+
+	pipe := rdb.Pipeline()
+	for {
+		select {
+		case <-ctx.Done():
+			log.Printf("\n[%s] 写入程序已停止\n", redisKey)
+			return
+		case <-ticker.C:
+			minBound, maxBound := getChangeBounds(measInfo.BaseValue, measInfo.Changes)
+			log.Printf("计算边界: [%.4f, %.4f]\n", minBound, maxBound)
+
+			// 根据基准值类型决定如何处理
+			switch measInfo.BaseType {
+			case "TI":
+				// 边沿触发类型，生成特殊处理的数据
+				log.Printf("边沿触发类型，跳过异常数据生成\n")
+				return
+			case "TE":
+				// 正常上下限类型，生成包含异常的数据
+				if len(measInfo.Changes) == 0 {
+					log.Printf("无变化范围数据,跳过\n")
+					return
+				}
+
+				// 根据变化范围数量调整异常配置
+				if len(measInfo.Changes) == 2 {
+					// 只有上下限
+					config.Distribution = "both"
+				} else if len(measInfo.Changes) == 4 {
+					// 有上下限和预警上下限
+					config.Distribution = "both"
+					config.Intensity = 2.0 // 增强异常强度
+				}
+
+				// 生成包含异常的数据
+				data, err := generateFloatSliceWithOutliers(
+					measInfo.BaseValue,
+					measInfo.Changes,
+					measInfo.Size,
+					"random",
+					config,
+				)
+				if err != nil {
+					log.Printf("生成异常数据失败:%v\n", err)
+					continue
+				}
+
+				segments := detectOutlierSegments(data, measInfo.BaseValue, measInfo.Changes, config.MinLength)
+				log.Printf("检测到异常段数量:%d\n", len(segments))
+				for i, segment := range segments {
+					log.Printf("异常段%d: 位置[%d-%d], 长度=%d, 类型=%s\n",
+						i+1, segment.Start, segment.Start+segment.Length-1, segment.Length, segment.Type)
+				}
+
+				redisZs := make([]redis.Z, 0, len(data))
+				for i := range len(data) {
+					z := redis.Z{
+						Score:  data[i],
+						Member: strconv.FormatInt(time.Now().UnixNano(), 10),
+					}
+					redisZs = append(redisZs, z)
+				}
+				pipe.ZAdd(ctx, redisKey, redisZs...)
+				_, err = pipe.Exec(ctx)
+				if err != nil {
+					log.Printf("redis pipeline execution failed: %v", err)
+				}
+				log.Printf("生成 redis 实时数据成功\n")
+			}
+		}
+	}
+}
+
+func gracefulShutdown() {
+	if globalRedisClient != nil {
+		if err := globalRedisClient.Close(); err != nil {
+			log.Printf("关闭 Redis 客户端失败:%v", err)
+		} else {
+			log.Println("关闭 Redis 客户端成功")
+		}
+	}
+	time.Sleep(500 * time.Millisecond)
+	os.Exit(0)
+}
+
+func main() {
+	rootCtx := context.Background()
+
+	pgURI := fmt.Sprintf("host=%s port=%d user=%s password=%s dbname=%s", "192.168.1.101", 5432, "postgres", "coslight", "demo")
+
+	postgresDBClient, err := gorm.Open(postgres.Open(pgURI))
+	if err != nil {
+		panic(err)
+	}
+	defer func() {
+		sqlDB, err := postgresDBClient.DB()
+		if err != nil {
+			panic(err)
+		}
+		sqlDB.Close()
+	}()
+
+	cancelCtx, cancel := context.WithTimeout(rootCtx, 5*time.Second)
+	defer cancel()
+	var measurements []orm.Measurement
+	result := postgresDBClient.WithContext(cancelCtx).Find(&measurements)
+	if result.Error != nil {
+		panic(result.Error)
+	}
+	log.Println("总共读取到测量点数量:", len(measurements))
+	measInfos := util.ProcessMeasurements(measurements)
+
+	// 测量点数据生成(包含异常数据)
+	// 配置异常段参数
+	outlierConfig := outlierConfig{
+		Enabled:      true,   // 是否产生异常段数据
+		Count:        2,      // 异常段数量
+		MinLength:    10,     // 异常段最小连续长度
+		MaxLength:    15,     // 异常段最大连续长度
+		Intensity:    1.5,    // 异常强度
+		Distribution: "both", // 分布类型
+	}
+
+	globalRedisClient = util.InitRedisClient(redisAddr)
+	rCancelCtx, cancel := context.WithCancel(rootCtx)
+	defer cancel()
+
+	for key, measInfo := range measInfos {
+		go simulateDataWrite(rCancelCtx, globalRedisClient, key, outlierConfig, measInfo)
+	}
+
+	sigChan := make(chan os.Signal, 1)
+	signal.Notify(sigChan, syscall.SIGINT, syscall.SIGTERM)
+	<-sigChan
+	gracefulShutdown()
+}

deploy/redis-test-data/util/rand.go

@@ -0,0 +1,266 @@
+// Package util provide some utility fun
+package util
+
+import (
+	"fmt"
+
+	"modelRT/orm"
+)
+
+type CalculationResult struct {
+	BaseValue float64
+	Changes   []float64
+	Size      int
+	BaseType  string // "normal", "warning", "edge"
+	Message   string
+}
+
+func ProcessMeasurements(measurements []orm.Measurement) map[string]CalculationResult {
+	results := make(map[string]CalculationResult, len(measurements))
+	for _, measurement := range measurements {
+		// 检查 DataSource 是否存在且 type 为 1
+		if measurement.DataSource == nil {
+			continue
+		}
+
+		// 检查 type 是否为 1
+		dataType, typeExists := measurement.DataSource["type"]
+		if !typeExists {
+			continue
+		}
+
+		// 类型断言，处理不同的数字类型
+		var typeValue int
+		switch v := dataType.(type) {
+		case int:
+			typeValue = v
+		case float64:
+			typeValue = int(v)
+		case int64:
+			typeValue = int(v)
+		default:
+			continue
+		}
+
+		if typeValue != 1 {
+			continue
+		}
+
+		// 获取 io_address
+		ioAddressRaw, ioExists := measurement.DataSource["io_address"]
+		if !ioExists {
+			continue
+		}
+
+		ioAddress, ok := ioAddressRaw.(map[string]any)
+		if !ok {
+			continue
+		}
+
+		station, _ := ioAddress["station"].(string)
+		device, _ := ioAddress["device"].(string)
+		channel, _ := ioAddress["channel"].(string)
+
+		result := fmt.Sprintf("%s:%s:phasor:%s", station, device, channel)
+		if measurement.EventPlan == nil {
+			continue
+		}
+
+		causeValue, causeExist := measurement.EventPlan["cause"]
+		if !causeExist {
+			continue
+		}
+		causeMap, ok := causeValue.(map[string]any)
+		if !ok {
+			continue
+		}
+		calResult, err := calculateBaseValueEnhanced(causeMap)
+		if err != nil {
+			continue
+		}
+		calResult.Size = measurement.Size
+		results[result] = calResult
+	}
+	return results
+}
+
+func calculateBaseValueEnhanced(data map[string]any) (CalculationResult, error) {
+	result := CalculationResult{}
+	if edge, exists := data["edge"]; exists {
+		value, err := calculateEdgeValue(edge)
+		if err != nil {
+			return result, err
+		}
+		if edge == "raising" {
+			result.Changes = []float64{1.0}
+		} else {
+			result.Changes = []float64{0.0}
+		}
+
+		result.BaseValue = value
+		result.BaseType = "TI"
+		result.Message = "边沿触发基准值"
+		return result, nil
+	}
+
+	hasUpDown := HasKeys(data, "up", "down")
+	hasUpUpDownDown := HasKeys(data, "upup", "downdown")
+	result.BaseType = "TE"
+	switch {
+	case hasUpDown && hasUpUpDownDown:
+		value, err := calculateAverage(data, "up", "down")
+		if err != nil {
+			return result, err
+		}
+		result.BaseValue = value
+		result.Changes, err = calculateChanges(data, value, false, 4)
+		if err != nil {
+			return result, err
+		}
+		result.Message = "上下限基准值(忽略预警上上下下限)"
+		return result, nil
+
+	case hasUpDown:
+		value, err := calculateAverage(data, "up", "down")
+		if err != nil {
+			return result, err
+		}
+		result.BaseValue = value
+		result.Changes, err = calculateChanges(data, value, false, 2)
+		if err != nil {
+			return result, err
+		}
+		result.Message = "上下限基准值"
+		return result, nil
+
+	case hasUpUpDownDown:
+		value, err := calculateAverage(data, "upup", "downdown")
+		if err != nil {
+			return result, err
+		}
+		result.BaseValue = value
+		result.Changes, err = calculateChanges(data, value, true, 2)
+		if err != nil {
+			return result, err
+		}
+		result.Message = "上上下下限基准值"
+		return result, nil
+
+	default:
+		return result, fmt.Errorf("不支持的数据结构: %v", data)
+	}
+}
+
+func calculateAverage(data map[string]any, key1, key2 string) (float64, error) {
+	val1, err := getFloatValue(data, key1)
+	if err != nil {
+		return 0, err
+	}
+
+	val2, err := getFloatValue(data, key2)
+	if err != nil {
+		return 0, err
+	}
+
+	return (val1 + val2) / 2.0, nil
+}
+
+func calculateChanges(data map[string]any, baseValue float64, maxLimt bool, limitNum int) ([]float64, error) {
+	results := make([]float64, 0, limitNum)
+	switch limitNum {
+	case 2:
+		var key1, key2 string
+		if maxLimt {
+			key1 = "upup"
+			key2 = "downdown"
+		} else {
+			key1 = "up"
+			key2 = "down"
+		}
+		val1, err := getFloatValue(data, key1)
+		if err != nil {
+			return nil, err
+		}
+		results = append(results, val1-baseValue)
+
+		val2, err := getFloatValue(data, key2)
+		if err != nil {
+			return nil, err
+		}
+		results = append(results, val2-baseValue)
+	case 4:
+		key1 := "up"
+		key2 := "down"
+		key3 := "upup"
+		key4 := "downdown"
+
+		val1, err := getFloatValue(data, key1)
+		if err != nil {
+			return nil, err
+		}
+		results = append(results, val1-baseValue)
+
+		val2, err := getFloatValue(data, key2)
+		if err != nil {
+			return nil, err
+		}
+		results = append(results, val2-baseValue)
+
+		val3, err := getFloatValue(data, key3)
+		if err != nil {
+			return nil, err
+		}
+		results = append(results, val3-baseValue)
+
+		val4, err := getFloatValue(data, key4)
+		if err != nil {
+			return nil, err
+		}
+		results = append(results, val4-baseValue)
+	}
+
+	return results, nil
+}
+
+func getFloatValue(data map[string]any, key string) (float64, error) {
+	value, exists := data[key]
+	if !exists {
+		return 0, fmt.Errorf("缺少必需的键:%s", key)
+	}
+
+	switch v := value.(type) {
+	case float64:
+		return v, nil
+	case int:
+		return float64(v), nil
+	case float32:
+		return float64(v), nil
+	default:
+		return 0, fmt.Errorf("键 %s 的值类型错误,期望数字类型,得到 %T", key, value)
+	}
+}
+
+func HasKeys(data map[string]any, keys ...string) bool {
+	for _, key := range keys {
+		if _, exists := data[key]; !exists {
+			return false
+		}
+	}
+	return true
+}
+
+func calculateEdgeValue(edge any) (float64, error) {
+	edgeStr, ok := edge.(string)
+	if !ok {
+		return 0, fmt.Errorf("edge 字段类型错误，期望 string,得到 %T", edge)
+	}
+
+	switch edgeStr {
+	case "raising":
+		return 1.0, nil
+	case "falling":
+		return 0.0, nil
+	default:
+		return 0, fmt.Errorf("不支持的 edge 值: %s", edgeStr)
+	}
+}

deploy/redis-test-data/util/redis.go

@@ -0,0 +1,27 @@
+// Package util provide some utility fun
+package util
+
+import (
+	"context"
+	"time"
+
+	"github.com/redis/go-redis/v9"
+)
+
+// InitRedisClient define func to initialize and return a redis client
+func InitRedisClient(redisAddr string) *redis.Client {
+	rdb := redis.NewClient(&redis.Options{
+		Addr:     redisAddr,
+		Password: "",
+		DB:       0,
+	})
+
+	ctx, cancel := context.WithTimeout(context.Background(), 5*time.Second)
+	defer cancel()
+
+	_, err := rdb.Ping(ctx).Result()
+	if err != nil {
+		return nil
+	}
+	return rdb
+}

diagram/redis_client.go

@@ -0,0 +1,36 @@
+// Package diagram provide diagram data structure and operation
+package diagram
+
+import (
+	"context"
+
+	"github.com/redis/go-redis/v9"
+)
+
+// RedisClient define struct to accessing redis data that does not require the use of distributed locks
+type RedisClient struct {
+	Client *redis.Client
+}
+
+// NewRedisClient define func of new redis client instance
+func NewRedisClient() *RedisClient {
+	return &RedisClient{
+		Client: GetRedisClientInstance(),
+	}
+}
+
+// QueryByZRangeByLex define func to query real time data from redis zset
+func (rc *RedisClient) QueryByZRangeByLex(ctx context.Context, key string, size int64) ([]redis.Z, error) {
+	client := rc.Client
+	args := redis.ZRangeArgs{
+		Key:     key,
+		Start:   0,
+		Stop:    size,
+		ByScore: false,
+		ByLex:   false,
+		Rev:     false,
+		Offset:  0,
+		Count:   0,
+	}
+	return client.ZRangeArgsWithScores(ctx, args).Result()
+}

diagram/redis_set.go

@@ -14,6 +14,7 @@ import (
 // RedisSet defines the encapsulation struct of redis hash type
 type RedisSet struct {
 	ctx           context.Context
+	key           string
 	rwLocker      *locker.RedissionRWLocker
 	storageClient *redis.Client
 	logger        *zap.Logger
@@ -24,6 +25,7 @@ func NewRedisSet(ctx context.Context, setKey string, lockLeaseTime uint64, needR
 	token := ctx.Value("client_token").(string)
 	return &RedisSet{
 		ctx:           ctx,
+		key:           setKey,
 		rwLocker:      locker.InitRWLocker(setKey, token, lockLeaseTime, needRefresh),
 		storageClient: GetRedisClientInstance(),
 		logger:        logger.GetLoggerInstance(),
@@ -31,34 +33,34 @@ func NewRedisSet(ctx context.Context, setKey string, lockLeaseTime uint64, needR
 }
 
 // SADD define func of add redis set by members
-func (rs *RedisSet) SADD(setKey string, members ...interface{}) error {
+func (rs *RedisSet) SADD(members ...any) error {
 	err := rs.rwLocker.WLock(rs.ctx)
 	if err != nil {
-		logger.Error(rs.ctx, "lock wLock by setKey failed", "set_key", setKey, "error", err)
+		logger.Error(rs.ctx, "lock wLock by setKey failed", "set_key", rs.key, "error", err)
 		return err
 	}
 	defer rs.rwLocker.UnWLock(rs.ctx)
 
-	err = rs.storageClient.SAdd(rs.ctx, setKey, members).Err()
+	err = rs.storageClient.SAdd(rs.ctx, rs.key, members).Err()
 	if err != nil {
-		logger.Error(rs.ctx, "add set by memebers failed", "set_key", setKey, "members", members, "error", err)
+		logger.Error(rs.ctx, "add set by memebers failed", "set_key", rs.key, "members", members, "error", err)
 		return err
 	}
 	return nil
 }
 
 // SREM define func of remove the specified members from redis set by key
-func (rs *RedisSet) SREM(setKey string, members ...interface{}) error {
+func (rs *RedisSet) SREM(members ...any) error {
 	err := rs.rwLocker.WLock(rs.ctx)
 	if err != nil {
-		logger.Error(rs.ctx, "lock wLock by setKey failed", "set_key", setKey, "error", err)
+		logger.Error(rs.ctx, "lock wLock by setKey failed", "set_key", rs.key, "error", err)
 		return err
 	}
 	defer rs.rwLocker.UnWLock(rs.ctx)
 
-	count, err := rs.storageClient.SRem(rs.ctx, setKey, members).Result()
+	count, err := rs.storageClient.SRem(rs.ctx, rs.key, members).Result()
 	if err != nil || count != int64(len(members)) {
-		logger.Error(rs.ctx, "rem members from set failed", "set_key", setKey, "members", members, "error", err)
+		logger.Error(rs.ctx, "rem members from set failed", "set_key", rs.key, "members", members, "error", err)
 
 		return fmt.Errorf("rem members from set failed:%w", err)
 	}
@@ -66,27 +68,27 @@ func (rs *RedisSet) SREM(setKey string, members ...interface{}) error {
 }
 
 // SMembers define func of get all memebers from redis set by key
-func (rs *RedisSet) SMembers(setKey string) ([]string, error) {
+func (rs *RedisSet) SMembers() ([]string, error) {
 	err := rs.rwLocker.RLock(rs.ctx)
 	if err != nil {
-		logger.Error(rs.ctx, "lock rLock by setKey failed", "set_key", setKey, "error", err)
+		logger.Error(rs.ctx, "lock rLock by setKey failed", "set_key", rs.key, "error", err)
 		return nil, err
 	}
 	defer rs.rwLocker.UnRLock(rs.ctx)
 
-	result, err := rs.storageClient.SMembers(rs.ctx, setKey).Result()
+	result, err := rs.storageClient.SMembers(rs.ctx, rs.key).Result()
 	if err != nil {
-		logger.Error(rs.ctx, "get all set field by hash key failed", "set_key", setKey, "error", err)
+		logger.Error(rs.ctx, "get all set field by hash key failed", "set_key", rs.key, "error", err)
 		return nil, err
 	}
 	return result, nil
 }
 
 // SIsMember define func of determine whether an member is in set by key
-func (rs *RedisSet) SIsMember(setKey string, member interface{}) (bool, error) {
-	result, err := rs.storageClient.SIsMember(rs.ctx, setKey, member).Result()
+func (rs *RedisSet) SIsMember(member any) (bool, error) {
+	result, err := rs.storageClient.SIsMember(rs.ctx, rs.key, member).Result()
 	if err != nil {
-		logger.Error(rs.ctx, "get all set field by hash key failed", "set_key", setKey, "error", err)
+		logger.Error(rs.ctx, "get all set field by hash key failed", "set_key", rs.key, "error", err)
 		return false, err
 	}
 	return result, nil

diagram/redis_zset.go

@@ -20,7 +20,8 @@ type RedisZSet struct {
 }
 
 // NewRedisZSet define func of new redis zset instance
-func NewRedisZSet(ctx context.Context, key string, token string, lockLeaseTime uint64, needRefresh bool) *RedisZSet {
+func NewRedisZSet(ctx context.Context, key string, lockLeaseTime uint64, needRefresh bool) *RedisZSet {
+	token := ctx.Value("client_token").(string)
 	return &RedisZSet{
 		ctx:           ctx,
 		rwLocker:      locker.InitRWLocker(key, token, lockLeaseTime, needRefresh),

docs/docs.go

@@ -23,6 +23,70 @@ const docTemplate = `{
     "host": "{{.Host}}",
     "basePath": "{{.BasePath}}",
     "paths": {
+        "/data/realtime": {
+            "get": {
+                "description": "根据用户输入的组件token,从 dataRT 服务中持续获取测点实时数据",
+                "consumes": [
+                    "application/json"
+                ],
+                "produces": [
+                    "application/json"
+                ],
+                "tags": [
+                    "RealTime Component"
+                ],
+                "summary": "获取实时测点数据",
+                "parameters": [
+                    {
+                        "type": "string",
+                        "description": "测量点唯一标识符 (e.g.grid_1:zone_1:station_1:transformfeeder1_220.I_A_rms)",
+                        "name": "token",
+                        "in": "query",
+                        "required": true
+                    },
+                    {
+                        "type": "integer",
+                        "description": "查询起始时间 (Unix时间戳, e.g., 1761008266)",
+                        "name": "begin",
+                        "in": "query",
+                        "required": true
+                    },
+                    {
+                        "type": "integer",
+                        "description": "查询结束时间 (Unix时间戳, e.g., 1761526675)",
+                        "name": "end",
+                        "in": "query",
+                        "required": true
+                    }
+                ],
+                "responses": {
+                    "200": {
+                        "description": "返回实时数据成功",
+                        "schema": {
+                            "allOf": [
+                                {
+                                    "$ref": "#/definitions/network.SuccessResponse"
+                                },
+                                {
+                                    "type": "object",
+                                    "properties": {
+                                        "payload": {
+                                            "$ref": "#/definitions/network.RealTimeDataPayload"
+                                        }
+                                    }
+                                }
+                            ]
+                        }
+                    },
+                    "400": {
+                        "description": "返回实时数据失败",
+                        "schema": {
+                            "$ref": "#/definitions/network.FailureResponse"
+                        }
+                    }
+                }
+            }
+        },
         "/measurement/recommend": {
             "get": {
                 "description": "根据用户输入的字符串，从 Redis 中查询可能的测量点或结构路径，并提供推荐列表。",
@@ -164,6 +228,15 @@ const docTemplate = `{
                 }
             }
         },
+        "network.RealTimeDataPayload": {
+            "type": "object",
+            "properties": {
+                "sub_pos": {
+                    "description": "TODO 增加example tag",
+                    "type": "object"
+                }
+            }
+        },
         "network.SuccessResponse": {
             "type": "object",
             "properties": {

docs/swagger.json

@@ -17,6 +17,70 @@
     "host": "localhost:8080",
     "basePath": "/api/v1",
     "paths": {
+        "/data/realtime": {
+            "get": {
+                "description": "根据用户输入的组件token,从 dataRT 服务中持续获取测点实时数据",
+                "consumes": [
+                    "application/json"
+                ],
+                "produces": [
+                    "application/json"
+                ],
+                "tags": [
+                    "RealTime Component"
+                ],
+                "summary": "获取实时测点数据",
+                "parameters": [
+                    {
+                        "type": "string",
+                        "description": "测量点唯一标识符 (e.g.grid_1:zone_1:station_1:transformfeeder1_220.I_A_rms)",
+                        "name": "token",
+                        "in": "query",
+                        "required": true
+                    },
+                    {
+                        "type": "integer",
+                        "description": "查询起始时间 (Unix时间戳, e.g., 1761008266)",
+                        "name": "begin",
+                        "in": "query",
+                        "required": true
+                    },
+                    {
+                        "type": "integer",
+                        "description": "查询结束时间 (Unix时间戳, e.g., 1761526675)",
+                        "name": "end",
+                        "in": "query",
+                        "required": true
+                    }
+                ],
+                "responses": {
+                    "200": {
+                        "description": "返回实时数据成功",
+                        "schema": {
+                            "allOf": [
+                                {
+                                    "$ref": "#/definitions/network.SuccessResponse"
+                                },
+                                {
+                                    "type": "object",
+                                    "properties": {
+                                        "payload": {
+                                            "$ref": "#/definitions/network.RealTimeDataPayload"
+                                        }
+                                    }
+                                }
+                            ]
+                        }
+                    },
+                    "400": {
+                        "description": "返回实时数据失败",
+                        "schema": {
+                            "$ref": "#/definitions/network.FailureResponse"
+                        }
+                    }
+                }
+            }
+        },
         "/measurement/recommend": {
             "get": {
                 "description": "根据用户输入的字符串，从 Redis 中查询可能的测量点或结构路径，并提供推荐列表。",
@@ -158,6 +222,15 @@
                 }
             }
         },
+        "network.RealTimeDataPayload": {
+            "type": "object",
+            "properties": {
+                "sub_pos": {
+                    "description": "TODO 增加example tag",
+                    "type": "object"
+                }
+            }
+        },
         "network.SuccessResponse": {
             "type": "object",
             "properties": {

docs/swagger.yaml

@@ -34,6 +34,12 @@ definitions:
         example: trans
         type: string
     type: object
+  network.RealTimeDataPayload:
+    properties:
+      sub_pos:
+        description: TODO 增加example tag
+        type: object
+    type: object
   network.SuccessResponse:
     properties:
       code:
@@ -58,6 +64,46 @@ info:
   title: ModelRT 实时模型服务 API 文档
   version: "1.0"
 paths:
+  /data/realtime:
+    get:
+      consumes:
+      - application/json
+      description: 根据用户输入的组件token,从 dataRT 服务中持续获取测点实时数据
+      parameters:
+      - description: 测量点唯一标识符 (e.g.grid_1:zone_1:station_1:transformfeeder1_220.I_A_rms)
+        in: query
+        name: token
+        required: true
+        type: string
+      - description: 查询起始时间 (Unix时间戳, e.g., 1761008266)
+        in: query
+        name: begin
+        required: true
+        type: integer
+      - description: 查询结束时间 (Unix时间戳, e.g., 1761526675)
+        in: query
+        name: end
+        required: true
+        type: integer
+      produces:
+      - application/json
+      responses:
+        "200":
+          description: 返回实时数据成功
+          schema:
+            allOf:
+            - $ref: '#/definitions/network.SuccessResponse'
+            - properties:
+                payload:
+                  $ref: '#/definitions/network.RealTimeDataPayload'
+              type: object
+        "400":
+          description: 返回实时数据失败
+          schema:
+            $ref: '#/definitions/network.FailureResponse'
+      summary: 获取实时测点数据
+      tags:
+      - RealTime Component
   /measurement/recommend:
     get:
       consumes:

handler/alert_event_query.go

@@ -35,7 +35,7 @@ func QueryAlertEventHandler(c *gin.Context) {
 	resp := network.SuccessResponse{
 		Code: 0,
 		Msg:  "success",
-		PayLoad: map[string]interface{}{
+		Payload: map[string]any{
 			"events": events,
 		},
 	}

handler/anchor_point_replace.go

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

handler/attr_delete.go

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

handler/attr_load.go

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

handler/attr_update.go

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

handler/circuit_diagram_create.go

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

handler/circuit_diagram_delete.go

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

handler/circuit_diagram_load.go

@@ -33,7 +33,7 @@ func CircuitDiagramLoadHandler(c *gin.Context) {
 		resp := network.FailureResponse{
 			Code: http.StatusBadRequest,
 			Msg:  err.Error(),
-			PayLoad: map[string]interface{}{
+			Payload: map[string]interface{}{
 				"page_id": pageID,
 			},
 		}
@@ -48,16 +48,16 @@ func CircuitDiagramLoadHandler(c *gin.Context) {
 		resp := network.FailureResponse{
 			Code: http.StatusBadRequest,
 			Msg:  err.Error(),
-			PayLoad: map[string]interface{}{
+			Payload: map[string]interface{}{
 				"page_id": pageID,
 			},
 		}
 		c.JSON(http.StatusOK, resp)
 		return
 	}
-	payLoad := make(map[string]interface{})
-	payLoad["root_vertex"] = topologicInfo.RootVertex
-	payLoad["topologic"] = topologicInfo.VerticeLinks
+	payload := make(map[string]interface{})
+	payload["root_vertex"] = topologicInfo.RootVertex
+	payload["topologic"] = topologicInfo.VerticeLinks
 
 	componentParamMap := make(map[string]any)
 	for _, VerticeLink := range topologicInfo.VerticeLinks {
@@ -69,7 +69,7 @@ func CircuitDiagramLoadHandler(c *gin.Context) {
 				resp := network.FailureResponse{
 					Code: http.StatusBadRequest,
 					Msg:  err.Error(),
-					PayLoad: map[string]interface{}{
+					Payload: map[string]interface{}{
 						"uuid": componentUUID,
 					},
 				}
@@ -84,7 +84,7 @@ func CircuitDiagramLoadHandler(c *gin.Context) {
 				resp := network.FailureResponse{
 					Code: http.StatusBadRequest,
 					Msg:  err.Error(),
-					PayLoad: map[string]interface{}{
+					Payload: map[string]interface{}{
 						"uuid": componentUUID,
 					},
 				}
@@ -103,7 +103,7 @@ func CircuitDiagramLoadHandler(c *gin.Context) {
 		resp := network.FailureResponse{
 			Code: http.StatusBadRequest,
 			Msg:  err.Error(),
-			PayLoad: map[string]interface{}{
+			Payload: map[string]interface{}{
 				"uuid": topologicInfo.RootVertex,
 			},
 		}
@@ -118,7 +118,7 @@ func CircuitDiagramLoadHandler(c *gin.Context) {
 		resp := network.FailureResponse{
 			Code: http.StatusBadRequest,
 			Msg:  err.Error(),
-			PayLoad: map[string]interface{}{
+			Payload: map[string]interface{}{
 				"uuid": rootVertexUUID,
 			},
 		}
@@ -127,12 +127,12 @@ func CircuitDiagramLoadHandler(c *gin.Context) {
 	}
 	componentParamMap[rootVertexUUID] = rootComponentParam
 
-	payLoad["component_params"] = componentParamMap
+	payload["component_params"] = componentParamMap
 
 	resp := network.SuccessResponse{
 		Code:    http.StatusOK,
 		Msg:     "success",
-		PayLoad: payLoad,
+		Payload: payload,
 	}
 	c.JSON(http.StatusOK, resp)
 }

handler/circuit_diagram_update.go

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

handler/history_data_query.go

@@ -0,0 +1,58 @@
+// Package handler provides HTTP handlers for various endpoints.
+package handler
+
+import (
+	"fmt"
+	"net/http"
+	"strconv"
+
+	"modelRT/alert"
+	"modelRT/constants"
+	"modelRT/logger"
+	"modelRT/network"
+
+	"github.com/gin-gonic/gin"
+)
+
+// QueryHistoryDataHandler define query history data process API
+func QueryHistoryDataHandler(c *gin.Context) {
+	token := c.Query("token")
+	beginStr := c.Query("begin")
+	begin, err := strconv.Atoi(beginStr)
+	if err != nil {
+		logger.Error(c, "convert begin param from string to int failed", "error", err)
+
+		resp := network.FailureResponse{
+			Code: http.StatusBadRequest,
+			Msg:  err.Error(),
+		}
+		c.JSON(http.StatusOK, resp)
+	}
+	endStr := c.Query("end")
+	end, err := strconv.Atoi(endStr)
+	if err != nil {
+		logger.Error(c, "convert end param from string to int failed", "error", err)
+
+		resp := network.FailureResponse{
+			Code: http.StatusBadRequest,
+			Msg:  err.Error(),
+		}
+		c.JSON(http.StatusOK, resp)
+	}
+	fmt.Println(token, begin, end)
+	// TODO parse token to dataRT query params
+	var level int
+	var targetLevel constants.AlertLevel
+	alertManger := alert.GetAlertMangerInstance()
+	targetLevel = constants.AlertLevel(level)
+	events := alertManger.GetRangeEventsByLevel(targetLevel)
+
+	resp := network.SuccessResponse{
+		Code: http.StatusOK,
+		Msg:  "success",
+		Payload: map[string]interface{}{
+			"events": events,
+		},
+	}
+	c.JSON(http.StatusOK, resp)
+}

handler/measurement_load.go

@@ -38,14 +38,14 @@ func MeasurementGetHandler(c *gin.Context) {
 		return
 	}
 
-	zset := diagram.NewRedisZSet(c, request.MeasurementToken, clientToken, 0, false)
+	zset := diagram.NewRedisZSet(c, request.MeasurementToken, 0, false)
 	points, err := zset.ZRANGE(request.MeasurementToken, 0, -1)
 	if err != nil {
 		logger.Error(c, "failed to get measurement data from redis", "measurement_token", request.MeasurementToken, "error", err)
 		c.JSON(http.StatusOK, network.FailureResponse{
 			Code: http.StatusInternalServerError,
 			Msg:  err.Error(),
-			PayLoad: map[string]interface{}{
+			Payload: map[string]any{
 				"measurement_id":    request.MeasurementID,
 				"measurement_token": request.MeasurementToken,
 			},
@@ -60,7 +60,7 @@ func MeasurementGetHandler(c *gin.Context) {
 		c.JSON(http.StatusOK, network.FailureResponse{
 			Code: http.StatusBadRequest,
 			Msg:  err.Error(),
-			PayLoad: map[string]interface{}{
+			Payload: map[string]any{
 				"measurement_id":    request.MeasurementID,
 				"measurement_token": request.MeasurementToken,
 				"measurement_value": points,
@@ -72,7 +72,7 @@ func MeasurementGetHandler(c *gin.Context) {
 	c.JSON(http.StatusOK, network.SuccessResponse{
 		Code: http.StatusOK,
 		Msg:  "success",
-		PayLoad: map[string]interface{}{
+		Payload: map[string]any{
 			"measurement_id":    request.MeasurementID,
 			"measurement_token": request.MeasurementToken,
 			"measurement_info":  measurementInfo,

handler/measurement_recommend.go

@@ -7,6 +7,7 @@ import (
 	"modelRT/logger"
 	"modelRT/model"
 	"modelRT/network"
+	"modelRT/util"
 
 	"github.com/gin-gonic/gin"
 )
@@ -17,34 +18,36 @@ import (
 // @Tags Measurement Recommend
 // @Accept json
 // @Produce json
-// @Param request body network.MeasurementRecommendRequest true "查询输入参数，例如 'trans' 或 'transformfeeder1_220.'"
+// @Param input query string true "推荐关键词,例如 'grid1' 或 'grid1.'" Example("grid1")
 // @Success 200 {object} network.SuccessResponse{payload=network.MeasurementRecommendPayload} "返回推荐列表成功"
 //
 //	@Example 200 {
 //	    "code": 200,
 //	    "msg": "success",
 //	    "payload": {
-//	        "input": "transformfeeder1_220.",
+//	        "input": "grid1.zone1.station1.ns1.tag1.bay.",
 //	        "offset": 21,
 //	        "recommended_list": [
-//	            "I_A_rms",
-//	            "I_B_rms",
-//	            "I_C_rms",
+//	            "I11_A_rms",
+//	            "I11_B_rms.",
+//	            "I11_C_rms.",
 //	        ]
 //	    }
 //	}
 //
 // @Failure 400 {object} network.FailureResponse "返回推荐列表失败"
-// @Example 400 {
-//     "code": 400,
-//     "msg": "failed to get recommend data from redis",
-// }
+//
+//	@Example 400 {
+//	    "code": 400,
+//	    "msg": "failed to get recommend data from redis",
+//	}
+//
 // @Router /measurement/recommend [get]
 func MeasurementRecommendHandler(c *gin.Context) {
 	var request network.MeasurementRecommendRequest
 
-	if err := c.ShouldBindJSON(&request); err != nil {
-		logger.Error(c, "failed to unmarshal measurement recommend request", "error", err)
+	if err := c.ShouldBindQuery(&request); err != nil {
+		logger.Error(c, "failed to bind measurement recommend request", "error", err)
 		c.JSON(http.StatusOK, network.FailureResponse{
 			Code: http.StatusBadRequest,
 			Msg:  err.Error(),
@@ -58,7 +61,7 @@ func MeasurementRecommendHandler(c *gin.Context) {
 		c.JSON(http.StatusOK, network.FailureResponse{
 			Code: http.StatusInternalServerError,
 			Msg:  err.Error(),
-			PayLoad: map[string]any{
+			Payload: map[string]any{
 				"input": request.Input,
 			},
 		})
@@ -69,7 +72,7 @@ func MeasurementRecommendHandler(c *gin.Context) {
 	if isFuzzy {
 		var maxOffset int
 		for index, recommend := range recommends {
-			offset := model.GetLongestCommonPrefixLength(request.Input, recommend)
+			offset := util.GetLongestCommonPrefixLength(request.Input, recommend)
 			if index == 0 || offset > maxOffset {
 				maxOffset = offset
 			}
@@ -78,7 +81,7 @@ func MeasurementRecommendHandler(c *gin.Context) {
 	} else {
 		var minOffset int
 		for index, recommend := range recommends {
-			offset := model.GetLongestCommonPrefixLength(request.Input, recommend)
+			offset := util.GetLongestCommonPrefixLength(request.Input, recommend)
 			if index == 0 || offset < minOffset {
 				minOffset = offset
 			}
@@ -102,12 +105,7 @@ func MeasurementRecommendHandler(c *gin.Context) {
 	c.JSON(http.StatusOK, network.SuccessResponse{
 		Code: http.StatusOK,
 		Msg:  "success",
-		// PayLoad: map[string]any{
-		// 	"input":            request.Input,
-		// 	"offset":           finalOffset,
-		// 	"recommended_list": resultRecommends,
-		// },
-		PayLoad: &network.MeasurementRecommendPayload{
+		Payload: &network.MeasurementRecommendPayload{
 			Input:           request.Input,
 			Offset:          finalOffset,
 			RecommendedList: resultRecommends,

handler/mesurement_link.go

@@ -0,0 +1,136 @@
+// Package handler provides HTTP handlers for various endpoints.
+package handler
+
+import (
+	"errors"
+	"fmt"
+	"net/http"
+
+	"modelRT/constants"
+	"modelRT/database"
+	"modelRT/diagram"
+	"modelRT/logger"
+	"modelRT/network"
+
+	"github.com/gin-gonic/gin"
+)
+
+// MeasurementLinkHandler defines the measurement link process api
+func MeasurementLinkHandler(c *gin.Context) {
+	var request network.MeasurementLinkRequest
+
+	clientToken := c.GetString("client_token")
+	if clientToken == "" {
+		err := constants.ErrGetClientToken
+		logger.Error(c, "failed to get client token from context", "error", err)
+		c.JSON(http.StatusOK, network.FailureResponse{
+			Code: http.StatusBadRequest,
+			Msg:  err.Error(),
+		})
+		return
+	}
+
+	if err := c.ShouldBindJSON(&request); err != nil {
+		logger.Error(c, "failed to unmarshal measurement create request", "error", err)
+
+		c.JSON(http.StatusOK, network.FailureResponse{
+			Code: http.StatusBadRequest,
+			Msg:  "Invalid request body format: " + err.Error(),
+		})
+		return
+	}
+
+	var err error
+	pgClient := database.GetPostgresDBClient()
+	measurementID := request.MeasurementID
+	action := request.Action
+	measurementInfo, err := database.QueryMeasurementByID(c, pgClient, measurementID)
+	if err != nil {
+		logger.Error(c, "failed to query measurement info by measurement id from postgres", "meauserement_id", measurementID, "error", err)
+
+		c.JSON(http.StatusOK, network.FailureResponse{
+			Code: http.StatusInternalServerError,
+			Msg:  "failed to query measurement info record: " + err.Error(),
+			Payload: map[string]any{
+				"id":     measurementID,
+				"action": action,
+			},
+		})
+		return
+	}
+
+	componentInfo, err := database.QueryComponentByUUID(c, pgClient, measurementInfo.ComponentUUID)
+	if err != nil {
+		logger.Error(c, "failed to query component info by component uuid from postgres", "component_uuid", measurementInfo.ComponentUUID, "error", err)
+
+		c.JSON(http.StatusOK, network.FailureResponse{
+			Code: http.StatusInternalServerError,
+			Msg:  "failed to query component info record: " + err.Error(),
+			Payload: map[string]any{
+				"id":     measurementID,
+				"action": action,
+			},
+		})
+		return
+	}
+
+	allMeasSet := diagram.NewRedisSet(c, constants.RedisAllMeasTagSetKey, 0, false)
+	compMeasLinkKey := fmt.Sprintf(constants.RedisSpecCompTagMeasSetKey, componentInfo.Tag)
+	compMeasLinkSet := diagram.NewRedisSet(c, compMeasLinkKey, 0, false)
+
+	switch action {
+	case constants.SearchLinkAddAction:
+		err1 := allMeasSet.SADD(measurementInfo.Tag)
+		err2 := compMeasLinkSet.SADD(measurementInfo.Tag)
+		err = processActionError(err1, err2, action)
+		if err != nil {
+			logger.Error(c, "add measurement link process operation failed", "measurement_id", measurementID, "action", action, "error", err)
+		}
+	case constants.SearchLinkDelAction:
+		err1 := allMeasSet.SREM(measurementInfo.Tag)
+		err2 := compMeasLinkSet.SREM(measurementInfo.Tag)
+		err = processActionError(err1, err2, action)
+		if err != nil {
+			logger.Error(c, "del measurement link process operation failed", "measurement_id", measurementID, "action", action, "error", err)
+		}
+	default:
+		err = constants.ErrUnsupportedLinkAction
+		logger.Error(c, "unsupport measurement link process action", "measurement_id", measurementID, "action", action, "error", err)
+	}
+
+	if err != nil {
+		c.JSON(http.StatusOK, network.FailureResponse{
+			Code: http.StatusBadRequest,
+			Msg:  err.Error(),
+			Payload: map[string]any{
+				"measurement_id": request.MeasurementID,
+				"action":         request.Action,
+			},
+		})
+		return
+	}
+
+	logger.Info(c, "process measurement link success", "measurement_id", measurementID, "action", request.Action)
+
+	c.JSON(http.StatusOK, network.SuccessResponse{
+		Code: http.StatusOK,
+		Msg:  "measurement link process success",
+		Payload: map[string]any{
+			"measurement_id": measurementID,
+			"action":         request.Action,
+		},
+	})
+}
+
+func processActionError(err1, err2 error, action string) error {
+	var err error
+	if err1 != nil && err2 != nil {
+		err = errors.Join(err1, err2)
+		err = fmt.Errorf("process measurement link failed, allMeasSet %s operation and compMeasLinkSet %s operation failed: %w", action, action, err)
+	} else if err1 != nil {
+		err = fmt.Errorf("process measurement link failed: allMeasSet %s operation failed: %w", action, err1)
+	} else {
+		err = fmt.Errorf("process measurement link failed: compMeasLinkSet %s operation: %w", action, err2)
+	}
+	return err
+}

handler/real_time_data_pull.go

@@ -0,0 +1,450 @@
+// Package handler provides HTTP handlers for various endpoints.
+package handler
+
+import (
+	"context"
+	"fmt"
+	"maps"
+	"net/http"
+	"slices"
+	"sort"
+	"strconv"
+	"time"
+
+	"modelRT/constants"
+	"modelRT/diagram"
+	"modelRT/logger"
+	"modelRT/model"
+	"modelRT/network"
+
+	"github.com/gin-gonic/gin"
+	"github.com/gorilla/websocket"
+)
+
+var pullUpgrader = websocket.Upgrader{
+	ReadBufferSize:  1024,
+	WriteBufferSize: 1024,
+	CheckOrigin: func(_ *http.Request) bool {
+		return true
+	},
+}
+
+// PullRealTimeDataHandler define real time data pull API
+// @Summary 实时数据拉取 websocket api
+// @Description 根据用户输入的clientID拉取对应的实时数据
+// @Tags RealTime Component Websocket
+// @Router /monitors/data/realtime/stream/:clientID [get]
+func PullRealTimeDataHandler(c *gin.Context) {
+	clientID := c.Param("clientID")
+	if clientID == "" {
+		err := fmt.Errorf("clientID is missing from the path")
+		logger.Error(c, "query clientID from path failed", "error", err, "url", c.Request.RequestURI)
+		c.JSON(http.StatusOK, network.FailureResponse{
+			Code: http.StatusBadRequest,
+			Msg:  err.Error(),
+		})
+		return
+	}
+
+	conn, err := pullUpgrader.Upgrade(c.Writer, c.Request, nil)
+	if err != nil {
+		logger.Error(c, "upgrade http protocol to websocket protocal failed", "error", err)
+		c.JSON(http.StatusOK, network.FailureResponse{
+			Code: http.StatusBadRequest,
+			Msg:  err.Error(),
+		})
+		return
+	}
+	defer conn.Close()
+
+	ctx, cancel := context.WithCancel(c.Request.Context())
+	defer cancel()
+
+	// TODO[BACKPRESSURE-ISSUE] 先期使用固定大容量对扇入模型进行定义 #1
+	fanInChan := make(chan network.RealTimePullTarget, 10000)
+	go processTargetPolling(ctx, globalSubState, clientID, fanInChan)
+	go readClientMessages(ctx, conn, clientID, cancel)
+
+	bufferMaxSize := constants.SendMaxBatchSize
+	sendMaxInterval := constants.SendMaxBatchInterval
+	buffer := make([]network.RealTimePullTarget, 0, bufferMaxSize)
+	ticker := time.NewTicker(sendMaxInterval)
+	defer ticker.Stop()
+
+	for {
+		select {
+		case targetData, ok := <-fanInChan:
+			if !ok {
+				logger.Error(ctx, "fanInChan closed unexpectedly", "client_id", clientID)
+				return
+			}
+			buffer = append(buffer, targetData)
+
+			if len(buffer) >= bufferMaxSize {
+				// buffer is full, send immediately
+				if err := sendAggregateRealTimeDataStream(conn, buffer); err != nil {
+					logger.Error(ctx, "when buffer is full, send the real time aggregate data failed", "client_id", clientID, "buffer", buffer, "error", err)
+					return
+				}
+				// reset buffer
+				buffer = make([]network.RealTimePullTarget, 0, bufferMaxSize)
+				// reset the ticker to prevent it from triggering immediately after the ticker is sent
+				ticker.Reset(sendMaxInterval)
+			}
+		case <-ticker.C:
+			if len(buffer) > 0 {
+				// when the ticker is triggered, all data in the send buffer is sent
+				if err := sendAggregateRealTimeDataStream(conn, buffer); err != nil {
+					logger.Error(ctx, "when the ticker is triggered, send the real time aggregate data failed", "client_id", clientID, "buffer", buffer, "error", err)
+					return
+				}
+				// reset buffer
+				buffer = make([]network.RealTimePullTarget, 0, bufferMaxSize)
+			}
+		case <-ctx.Done():
+			// send the last remaining data
+			if err := sendAggregateRealTimeDataStream(conn, buffer); err != nil {
+				logger.Error(ctx, "send the last remaining data failed", "client_id", clientID, "buffer", buffer, "error", err)
+			}
+			logger.Info(ctx, "PullRealTimeDataHandler exiting as context is done.", "client_id", clientID)
+			return
+		}
+	}
+}
+
+// readClientMessages 负责持续监听客户端发送的消息（例如 Ping/Pong, Close Frame, 或控制命令）
+func readClientMessages(ctx context.Context, conn *websocket.Conn, clientID string, cancel context.CancelFunc) {
+	// conn.SetReadLimit(512)
+	for {
+		msgType, msgBytes, err := conn.ReadMessage()
+		if err != nil {
+			if websocket.IsCloseError(err, websocket.CloseNormalClosure) {
+				logger.Info(ctx, "client actively and normally closed the connection", "client_id", clientID)
+			} else if websocket.IsUnexpectedCloseError(err, websocket.CloseGoingAway, websocket.CloseAbnormalClosure) {
+				logger.Error(ctx, "an unexpected error occurred while reading the webSocket connection", "client_id", clientID, "error", err)
+			} else {
+				// handle other read errors (eg, I/O errors)
+				logger.Error(ctx, "an error occurred while reading the webSocket connection", "client_id", clientID, "error", err)
+			}
+			cancel()
+			break
+		}
+
+		// process normal message from client
+		if msgType == websocket.TextMessage || msgType == websocket.BinaryMessage {
+			logger.Info(ctx, "read normal message from client", "client_id", clientID, "content", string(msgBytes))
+		}
+	}
+}
+
+// sendAggregateRealTimeDataStream define func to responsible for continuously pushing aggregate real-time data to the client
+func sendAggregateRealTimeDataStream(conn *websocket.Conn, targetsData []network.RealTimePullTarget) error {
+	if len(targetsData) == 0 {
+		return nil
+	}
+	response := network.SuccessResponse{
+		Code: 200,
+		Msg:  "success",
+		Payload: network.RealTimePullPayload{
+			Targets: targetsData,
+		},
+	}
+	return conn.WriteJSON(response)
+}
+
+// processTargetPolling define function to process target in subscription map and data is continuously retrieved from redis based on the target
+func processTargetPolling(ctx context.Context, s *SharedSubState, clientID string, fanInChan chan network.RealTimePullTarget) {
+	// ensure the fanInChan will not leak
+	defer close(fanInChan)
+	logger.Info(ctx, fmt.Sprintf("start processing real time data polling for clientID:%s", clientID))
+	stopChanMap := make(map[string]chan struct{})
+	s.globalMutex.RLock()
+	config, confExist := s.subMap[clientID]
+	if !confExist {
+		logger.Error(ctx, "can not found config into local stored map by clientID", "clientID", clientID)
+		s.globalMutex.RUnlock()
+		return
+	}
+	s.globalMutex.RUnlock()
+
+	logger.Info(ctx, fmt.Sprintf("found subscription config for clientID:%s, start initial polling goroutines", clientID), "components len", config.measurements)
+
+	config.mutex.RLock()
+	for interval, measurementTargets := range config.measurements {
+		for _, target := range measurementTargets {
+			// add a secondary check to prevent the target from already existing in the stopChanMap
+			if _, exists := stopChanMap[target]; exists {
+				logger.Warn(ctx, "target already exists in polling map, skipping start-up", "target", target)
+				continue
+			}
+
+			targetContext, exist := config.targetContext[target]
+			if !exist {
+				logger.Error(ctx, "can not found subscription node param into param map", "target", target)
+				continue
+			}
+			measurementInfo := targetContext.measurement
+
+			queryGStopChan := make(chan struct{})
+			// store stop channel with target into map
+			stopChanMap[target] = queryGStopChan
+			queryKey, err := model.GenerateMeasureIdentifier(measurementInfo.DataSource)
+			if err != nil {
+				logger.Error(ctx, "generate measurement indentifier by data_source field failed", "data_source", measurementInfo.DataSource, "error", err)
+				continue
+			}
+
+			pollingConfig := redisPollingConfig{
+				targetID: target,
+				queryKey: queryKey,
+				interval: interval,
+				dataSize: int64(measurementInfo.Size),
+			}
+			go realTimeDataQueryFromRedis(ctx, pollingConfig, fanInChan, queryGStopChan)
+		}
+	}
+	config.mutex.RUnlock()
+
+	for {
+		select {
+		case transportTargets, ok := <-config.noticeChan:
+			if !ok {
+				logger.Error(ctx, "notice channel was closed unexpectedly", "clientID", clientID)
+				stopAllPolling(ctx, stopChanMap)
+				return
+			}
+			config.mutex.Lock()
+			switch transportTargets.OperationType {
+			case constants.OpAppend:
+				appendTargets(ctx, config, stopChanMap, fanInChan, transportTargets.Targets)
+			case constants.OpRemove:
+				removeTargets(ctx, stopChanMap, transportTargets.Targets)
+			case constants.OpUpdate:
+				updateTargets(ctx, config, stopChanMap, fanInChan, transportTargets.Targets)
+			}
+			config.mutex.Unlock()
+		case <-ctx.Done():
+			logger.Info(ctx, fmt.Sprintf("stop all data retrieval goroutines under this clientID:%s", clientID))
+			stopAllPolling(ctx, stopChanMap)
+			return
+		}
+	}
+}
+
+// appendTargets starts new polling goroutines for targets that were just added
+func appendTargets(ctx context.Context, config *RealTimeSubConfig, stopChanMap map[string]chan struct{}, fanInChan chan network.RealTimePullTarget, appendTargets []string) {
+	appendTargetsSet := make(map[string]struct{}, len(appendTargets))
+	for _, target := range appendTargets {
+		appendTargetsSet[target] = struct{}{}
+	}
+
+	for _, target := range appendTargets {
+		targetContext, exists := config.targetContext[target]
+		if !exists {
+			logger.Error(ctx, "the append target does not exist in the real time data config context map,skipping the startup step", "target", target)
+			continue
+		}
+
+		if _, exists := stopChanMap[target]; exists {
+			logger.Error(ctx, "the append target already has a stop channel, skipping the startup step", "target", target)
+			continue
+		}
+
+		queryGStopChan := make(chan struct{})
+		stopChanMap[target] = queryGStopChan
+
+		interval := targetContext.interval
+		_, exists = config.measurements[interval]
+		if !exists {
+			logger.Error(ctx, "targetContext exist but measurements is missing, cannot update config", "target", target, "interval", interval)
+			continue
+		}
+		delete(appendTargetsSet, target)
+
+		queryKey, err := model.GenerateMeasureIdentifier(targetContext.measurement.DataSource)
+		if err != nil {
+			logger.Error(ctx, "the append target generate redis query key identifier failed", "target", target, "error", err)
+			continue
+		}
+		pollingConfig := redisPollingConfig{
+			targetID: target,
+			queryKey: queryKey,
+			interval: targetContext.interval,
+			dataSize: int64(targetContext.measurement.Size),
+		}
+		go realTimeDataQueryFromRedis(ctx, pollingConfig, fanInChan, queryGStopChan)
+
+		logger.Info(ctx, "started new polling goroutine for appended target", "target", target, "interval", targetContext.interval)
+	}
+
+	// allKeys := util.GetKeysFromSet(appendTargetsSet)
+	allKeys := slices.Sorted(maps.Keys(appendTargetsSet))
+	if len(allKeys) > 0 {
+		logger.Warn(ctx, fmt.Sprintf("the following targets:%v start up fetch real time data process goroutine not started", allKeys))
+		clear(appendTargetsSet)
+	}
+}
+
+// updateTargets starts new polling goroutines for targets that were just updated
+func updateTargets(ctx context.Context, config *RealTimeSubConfig, stopChanMap map[string]chan struct{}, fanInChan chan network.RealTimePullTarget, updateTargets []string) {
+	updateTargetsSet := make(map[string]struct{}, len(updateTargets))
+	for _, target := range updateTargets {
+		updateTargetsSet[target] = struct{}{}
+	}
+
+	for _, target := range updateTargets {
+		targetContext, exists := config.targetContext[target]
+		if !exists {
+			logger.Error(ctx, "the update target does not exist in the real time data config context map,skipping the startup step", "target", target)
+			continue
+		}
+
+		if _, exist := stopChanMap[target]; !exist {
+			logger.Error(ctx, "the update target does not has a stop channel, skipping the startup step", "target", target)
+			continue
+		}
+
+		oldQueryGStopChan := stopChanMap[target]
+		logger.Info(ctx, "stopped old polling goroutine for updated target", "target", target)
+		close(oldQueryGStopChan)
+
+		newQueryGStopChan := make(chan struct{})
+		stopChanMap[target] = newQueryGStopChan
+
+		interval := targetContext.interval
+		_, exists = config.measurements[interval]
+		if !exists {
+			logger.Error(ctx, "targetContext exist but measurements is missing, cannot update config", "target", target, "interval", interval)
+			continue
+		}
+		delete(updateTargetsSet, target)
+
+		queryKey, err := model.GenerateMeasureIdentifier(targetContext.measurement.DataSource)
+		if err != nil {
+			logger.Error(ctx, "the update target generate redis query key identifier failed", "target", target, "error", err)
+			continue
+		}
+		pollingConfig := redisPollingConfig{
+			targetID: target,
+			queryKey: queryKey,
+			interval: targetContext.interval,
+			dataSize: int64(targetContext.measurement.Size),
+		}
+		go realTimeDataQueryFromRedis(ctx, pollingConfig, fanInChan, newQueryGStopChan)
+
+		logger.Info(ctx, "started new polling goroutine for update target", "target", target, "interval", targetContext.interval)
+	}
+
+	// allKeys := util.GetKeysFromSet(updateTargetsSet)
+	allKeys := slices.Sorted(maps.Keys(updateTargetsSet))
+	if len(allKeys) > 0 {
+		logger.Warn(ctx, fmt.Sprintf("the following targets:%v start up fetch real time data process goroutine not started", allKeys))
+		clear(updateTargetsSet)
+	}
+}
+
+// removeTargets define func to stops running polling goroutines for targets that were removed
+func removeTargets(ctx context.Context, stopChanMap map[string]chan struct{}, removeTargets []string) {
+	for _, target := range removeTargets {
+		stopChan, exists := stopChanMap[target]
+		if !exists {
+			logger.Warn(ctx, "removeTarget was not running, skipping remove operation", "target", target)
+			continue
+		}
+
+		close(stopChan)
+		delete(stopChanMap, target)
+		logger.Info(ctx, "stopped polling goroutine for removed target", "target", target)
+	}
+}
+
+// stopAllPolling stops all running query goroutines for a specific client
+func stopAllPolling(ctx context.Context, stopChanMap map[string]chan struct{}) {
+	for target, stopChan := range stopChanMap {
+		logger.Info(ctx, fmt.Sprintf("stop the data fetching behavior for the corresponding target:%s", target))
+		close(stopChan)
+	}
+	clear(stopChanMap)
+	return
+}
+
+// redisPollingConfig define struct for param which query real time data from redis
+type redisPollingConfig struct {
+	targetID string
+	queryKey string
+	interval string
+	dataSize int64
+}
+
+func realTimeDataQueryFromRedis(ctx context.Context, config redisPollingConfig, fanInChan chan network.RealTimePullTarget, stopChan chan struct{}) {
+	logger.Info(ctx, "start a redis query goroutine for real time data pulling", "targetID", config.targetID, "queryKey", config.queryKey, "interval", config.interval, "dataSize", config.dataSize)
+	duration, err := time.ParseDuration(config.interval)
+	if err != nil {
+		logger.Error(ctx, "failed to parse the time string", "interval", config.interval, "error", err)
+		return
+	}
+	ticker := time.NewTicker(duration)
+	defer ticker.Stop()
+
+	client := diagram.NewRedisClient()
+	needPerformQuery := true
+	for {
+		if needPerformQuery {
+			performQuery(ctx, client, config, fanInChan)
+			needPerformQuery = false
+		}
+
+		select {
+		case <-ticker.C:
+			needPerformQuery = true
+		case <-stopChan:
+			logger.Info(ctx, "stop the redis query goroutine via a singal")
+			return
+		}
+	}
+}
+
+func performQuery(ctx context.Context, client *diagram.RedisClient, config redisPollingConfig, fanInChan chan network.RealTimePullTarget) {
+	members, err := client.QueryByZRangeByLex(ctx, config.queryKey, config.dataSize)
+	if err != nil {
+		logger.Error(ctx, "query real time data from redis failed", "key", config.queryKey, "error", err)
+		return
+	}
+
+	pullDatas := make([]network.RealTimePullData, 0, len(members))
+	for _, member := range members {
+		pullDatas = append(pullDatas, network.RealTimePullData{
+			Time:  member.Member.(string),
+			Value: member.Score,
+		})
+	}
+	sortPullDataByTimeAscending(ctx, pullDatas)
+	targetData := network.RealTimePullTarget{
+		ID:    config.targetID,
+		Datas: pullDatas,
+	}
+
+	select {
+	case fanInChan <- targetData:
+	default:
+		// TODO[BACKPRESSURE-ISSUE] 考虑 fanInChan 阻塞，当出现大量数据阻塞查询循环并丢弃时,采取背压方式解决问题 #1
+		logger.Warn(ctx, "fanInChan is full, dropping real-time data frame", "key", config.queryKey, "data_size", len(members))
+	}
+}
+
+func sortPullDataByTimeAscending(ctx context.Context, data []network.RealTimePullData) {
+	sort.Slice(data, func(i, j int) bool {
+		t1, err1 := strconv.ParseInt(data[i].Time, 10, 64)
+		if err1 != nil {
+			logger.Error(ctx, "parsing real time data timestamp failed", "index", i, "time", data[i].Time, "error", err1)
+			return false
+		}
+
+		t2, err2 := strconv.ParseInt(data[j].Time, 10, 64)
+		if err2 != nil {
+			logger.Error(ctx, "parsing real time data timestamp failed", "index", j, "time", data[j].Time, "error", err2)
+			return true
+		}
+		return t1 < t2
+	})
+}

handler/real_time_data_query.go

@@ -2,43 +2,189 @@
 package handler
 
 import (
+	"context"
 	"net/http"
-	"strconv"
+	"net/url"
+	"time"
 
-	"modelRT/alert"
-	"modelRT/constants"
 	"modelRT/logger"
 	"modelRT/network"
 
+	"github.com/bitly/go-simplejson"
 	"github.com/gin-gonic/gin"
+	"github.com/gorilla/websocket"
+	jsoniter "github.com/json-iterator/go"
 )
 
+var wsUpgrader = websocket.Upgrader{
+	ReadBufferSize:  1024,
+	WriteBufferSize: 1024,
+	// CheckOrigin 必须返回 true，否则浏览器会拒绝连接
+	CheckOrigin: func(_ *http.Request) bool {
+		// 在生产环境中，应该更严格地检查 Origin 头部
+		return true
+	},
+}
+
 // QueryRealTimeDataHandler define query real time data process API
+// @Summary 获取实时测点数据
+// @Description 根据用户输入的组件token,从 dataRT 服务中持续获取测点实时数据
+// @Tags RealTime Component
+// @Accept json
+// @Produce json
+// @Param token query string true "测量点唯一标识符 (e.g.grid_1:zone_1:station_1:transformfeeder1_220.I_A_rms)"
+// @Param begin query int true "查询起始时间 (Unix时间戳, e.g., 1761008266)"
+// @Param end query int true "查询结束时间 (Unix时间戳, e.g., 1761526675)"
+// @Success 200 {object} network.SuccessResponse{payload=network.RealTimeDataPayload} "返回实时数据成功"
+//
+//	@Example 200 {
+//	    "code": 200,
+//	    "msg": "success",
+//	    "payload": {
+//	        "input": "grid1.zone1.station1.ns1.tag1.transformfeeder1_220.I_A_rms",
+//	        "sub_pos": [
+//			   {
+//				"time": 1736305467506000000,
+//				"value": 1
+//		        }
+//		   	]
+//		}
+//	}
+//
+// @Failure 400 {object} network.FailureResponse "返回实时数据失败"
+//
+//	@Example 400 {
+//	    "code": 400,
+//	    "msg": "failed to get real time data from dataRT",
+//	}
+//
+// @Router /data/realtime [get]
 func QueryRealTimeDataHandler(c *gin.Context) {
-	var targetLevel constants.AlertLevel
+	var request network.RealTimeQueryRequest
 
-	alertManger := alert.GetAlertMangerInstance()
-
-	levelStr := c.Query("level")
-	level, err := strconv.Atoi(levelStr)
-	if err != nil {
-		logger.Error(c, "convert alert level string to int failed", "error", err)
-
-		resp := network.FailureResponse{
+	if err := c.ShouldBindJSON(&request); err != nil {
+		logger.Error(c, "failed to unmarshal real time query request", "error", err)
+		c.JSON(http.StatusOK, network.FailureResponse{
 			Code: http.StatusBadRequest,
 			Msg:  err.Error(),
-		}
-		c.JSON(http.StatusOK, resp)
+		})
+		return
 	}
-	targetLevel = constants.AlertLevel(level)
-	events := alertManger.GetRangeEventsByLevel(targetLevel)
 
-	resp := network.SuccessResponse{
-		Code: http.StatusOK,
-		Msg:  "success",
-		PayLoad: map[string]interface{}{
-			"events": events,
-		},
+	conn, err := wsUpgrader.Upgrade(c.Writer, c.Request, nil)
+	if err != nil {
+		logger.Error(c, "upgrade http protocol to websocket protocal failed", "error", err)
+		return
+	}
+	defer conn.Close()
+
+	// start a goroutine to open a websocket service with the dataRT service and use the channel to pass data back. Start and maintain the websocket connection with the front-end UI in the local api
+	transportChannel := make(chan []any, 100)
+	closeChannel := make(chan struct{})
+
+	for {
+		select {
+		case data := <-transportChannel:
+			respByte, err := jsoniter.Marshal(data)
+			if err != nil {
+				logger.Error(c, "marshal real time data to bytes failed", "error", err)
+				continue
+			}
+
+			err = conn.WriteMessage(websocket.TextMessage, respByte)
+			if err != nil {
+				logger.Error(c, "write message to websocket connection failed", "error", err)
+				continue
+			}
+		case <-closeChannel:
+			logger.Info(c, "data receiving goroutine has been closed")
+			// TODO 优化时间控制
+			deadline := time.Now().Add(5 * time.Second)
+			err := conn.WriteControl(websocket.CloseMessage, websocket.FormatCloseMessage(websocket.CloseNormalClosure, "the session ended normally"), deadline)
+			if err != nil {
+				logger.Error(c, "sending close control message failed", "error", err)
+			}
+			// gracefully close session processing
+			err = conn.Close()
+			if err != nil {
+				logger.Error(c, "websocket conn closed failed", "error", err)
+			}
+			logger.Info(c, "websocket connection closed successfully.")
+		}
+	}
+}
+
+// receiveRealTimeDataByWebSocket define func of receive real time data by websocket
+func receiveRealTimeDataByWebSocket(ctx context.Context, params url.Values, transportChannel chan []any, closeChannel chan struct{}) {
+	serverURL := "ws://127.0.0.1:8888/ws/points"
+	u, err := url.Parse(serverURL)
+	if err != nil {
+		logger.Error(ctx, "parse url failed", "error", err)
+	}
+
+	q := u.Query()
+	for key, values := range params {
+		for _, value := range values {
+			q.Add(key, value)
+		}
+	}
+	u.RawQuery = q.Encode()
+	finalServerURL := u.String()
+
+	conn, resp, err := websocket.DefaultDialer.Dial(finalServerURL, nil)
+	if err != nil {
+		logger.Error(ctx, "dialing websocket server failed", "error", err)
+		if resp != nil {
+			logger.Error(ctx, "websocket server response", "status", resp.Status)
+		}
+		return
+	}
+	defer conn.Close()
+
+	for {
+		msgType, message, err := conn.ReadMessage()
+		if err != nil {
+			// check if it is an expected shutdown error
+			if websocket.IsCloseError(err, websocket.CloseNormalClosure, websocket.CloseGoingAway) {
+				logger.Info(ctx, "connection closed normally")
+			} else {
+				logger.Error(ctx, "abnormal disconnection from websocket server", "err", err)
+			}
+			close(closeChannel)
+			break
+		}
+		logger.Info(ctx, "received info from dataRT server", "msg_type", messageTypeToString(msgType), "message", string(message))
+
+		js, err := simplejson.NewJson(message)
+		if err != nil {
+			logger.Error(ctx, "parse real time data from message failed", "message", string(message), "err", err)
+			continue
+		}
+
+		subPoss, err := js.Get("sub_pos").Array()
+		if err != nil {
+			logger.Error(ctx, "parse sub_pos struct from message json info", "sub_pos", js.Get("sub_pos"), "err", err)
+			continue
+		}
+		transportChannel <- subPoss
+	}
+	return
+}
+
+// messageTypeToString define func of auxiliary to convert message type to string
+func messageTypeToString(t int) string {
+	switch t {
+	case websocket.TextMessage:
+		return "TEXT"
+	case websocket.BinaryMessage:
+		return "BINARY"
+	case websocket.PingMessage:
+		return "PING"
+	case websocket.PongMessage:
+		return "PONG"
+	case websocket.CloseMessage:
+		return "CLOSE"
+	default:
+		return "UNKNOWN"
 	}
-	c.JSON(http.StatusOK, resp)
 }

handler/real_time_data_subscription.go

@@ -0,0 +1,741 @@
+// Package handler provides HTTP handlers for various endpoints.
+package handler
+
+import (
+	"context"
+	"fmt"
+	"maps"
+	"net/http"
+	"sync"
+
+	"modelRT/constants"
+	"modelRT/database"
+	"modelRT/logger"
+	"modelRT/network"
+	"modelRT/orm"
+	"modelRT/util"
+
+	"github.com/gin-gonic/gin"
+	"github.com/gofrs/uuid"
+	"gorm.io/gorm"
+)
+
+var globalSubState *SharedSubState
+
+func init() {
+	globalSubState = NewSharedSubState()
+}
+
+// RealTimeSubHandler define real time data subscriptions process API
+// @Summary 开始或结束订阅实时数据
+// @Description 根据用户输入的组件token,从 modelRT 服务中开始或结束对于量测节点的实时数据的订阅
+// @Tags RealTime Component
+// @Accept json
+// @Produce json
+// @Param request body network.RealTimeSubRequest true "量测节点实时数据订阅"
+// @Success 200 {object} network.SuccessResponse{payload=network.RealTimeSubPayload} "订阅实时数据结果列表"
+//
+//		@Example 200 {
+//		    "code": 200,
+//		    "msg": "success",
+//		    "payload": {
+//		        "targets": [
+//		            {
+//						"id": "grid1.zone1.station1.ns1.tag1.bay.I11_C_rms",
+//						"code": "1001",
+//	                    "msg": "subscription success"
+//	                },
+//	                {
+//	                    "id": "grid1.zone1.station1.ns1.tag1.bay.I11_B_rms",
+//	                    "code": "1002",
+//	                    "msg": "subscription failed"
+//	                }
+//		        ]
+//		    }
+//		}
+//
+// @Failure 400 {object} network.FailureResponse{payload=network.RealTimeSubPayload} "订阅实时数据结果列表"
+//
+//	@Example 400 {
+//	    "code": 400,
+//	    "msg": "failed to get recommend data from redis",
+//		"payload": {
+//		    "targets": [
+//		        {
+//					"id": "grid1.zone1.station1.ns1.tag1.bay.I11_A_rms",
+//					"code": "1002",
+//	                "msg": "subscription failed"
+//	            },
+//	            {
+//	                "id": "grid1.zone1.station1.ns1.tag1.bay.I11_B_rms",
+//	                "code": "1002",
+//	                "msg": "subscription failed"
+//	            }
+//		    ]
+//		}
+//	}
+//
+// @Router /monitors/data/subscriptions [post]
+func RealTimeSubHandler(c *gin.Context) {
+	var request network.RealTimeSubRequest
+	var subAction string
+	var clientID string
+
+	if err := c.ShouldBindJSON(&request); err != nil {
+		logger.Error(c, "failed to unmarshal real time query request", "error", err)
+		c.JSON(http.StatusOK, network.FailureResponse{
+			Code: http.StatusBadRequest,
+			Msg:  err.Error(),
+		})
+		return
+	}
+
+	if request.Action == constants.SubStartAction && request.ClientID == "" {
+		subAction = request.Action
+		id, err := uuid.NewV4()
+		if err != nil {
+			logger.Error(c, "failed to generate client id", "error", err)
+			c.JSON(http.StatusOK, network.FailureResponse{
+				Code: http.StatusBadRequest,
+				Msg:  err.Error(),
+			})
+			return
+		}
+		clientID = id.String()
+	} else if request.Action == constants.SubStartAction && request.ClientID != "" {
+		subAction = constants.SubAppendAction
+		clientID = request.ClientID
+	} else if request.Action == constants.SubStopAction && request.ClientID != "" {
+		subAction = request.Action
+		clientID = request.ClientID
+	} else if request.Action == constants.SubUpdateAction && request.ClientID != "" {
+		subAction = request.Action
+		clientID = request.ClientID
+	}
+
+	pgClient := database.GetPostgresDBClient()
+	// open transaction
+	tx := pgClient.Begin()
+	defer tx.Commit()
+
+	switch subAction {
+	case constants.SubStartAction:
+		results, err := globalSubState.CreateConfig(c, tx, clientID, request.Measurements)
+		if err != nil {
+			logger.Error(c, "create real time data subscription config failed", "error", err)
+			c.JSON(http.StatusOK, network.FailureResponse{
+				Code: http.StatusBadRequest,
+				Msg:  err.Error(),
+				Payload: network.RealTimeSubPayload{
+					ClientID:      clientID,
+					TargetResults: results,
+				},
+			})
+			return
+		}
+
+		c.JSON(http.StatusOK, network.SuccessResponse{
+			Code: http.StatusOK,
+			Msg:  "success",
+			Payload: network.RealTimeSubPayload{
+				ClientID:      clientID,
+				TargetResults: results,
+			},
+		})
+		return
+	case constants.SubStopAction:
+		results, err := globalSubState.RemoveTargets(c, clientID, request.Measurements)
+		if err != nil {
+			logger.Error(c, "remove target to real time data subscription config failed", "error", err)
+			c.JSON(http.StatusOK, network.FailureResponse{
+				Code: http.StatusBadRequest,
+				Msg:  err.Error(),
+				Payload: network.RealTimeSubPayload{
+					ClientID:      clientID,
+					TargetResults: results,
+				},
+			})
+			return
+		}
+
+		c.JSON(http.StatusOK, network.SuccessResponse{
+			Code: http.StatusOK,
+			Msg:  "success",
+			Payload: network.RealTimeSubPayload{
+				ClientID:      clientID,
+				TargetResults: results,
+			},
+		})
+		return
+	case constants.SubAppendAction:
+		results, err := globalSubState.AppendTargets(c, tx, clientID, request.Measurements)
+		if err != nil {
+			logger.Error(c, "append target to real time data subscription config failed", "error", err)
+			c.JSON(http.StatusOK, network.FailureResponse{
+				Code: http.StatusBadRequest,
+				Msg:  err.Error(),
+				Payload: network.RealTimeSubPayload{
+					ClientID:      clientID,
+					TargetResults: results,
+				},
+			})
+			return
+		}
+
+		c.JSON(http.StatusOK, network.SuccessResponse{
+			Code: http.StatusOK,
+			Msg:  "success",
+			Payload: network.RealTimeSubPayload{
+				ClientID:      clientID,
+				TargetResults: results,
+			},
+		})
+		return
+	case constants.SubUpdateAction:
+		results, err := globalSubState.UpdateTargets(c, tx, clientID, request.Measurements)
+		if err != nil {
+			logger.Error(c, "update target to real time data subscription config failed", "error", err)
+			c.JSON(http.StatusOK, network.FailureResponse{
+				Code: http.StatusBadRequest,
+				Msg:  err.Error(),
+				Payload: network.RealTimeSubPayload{
+					ClientID:      clientID,
+					TargetResults: results,
+				},
+			})
+			return
+		}
+
+		c.JSON(http.StatusOK, network.SuccessResponse{
+			Code: http.StatusOK,
+			Msg:  "success",
+			Payload: network.RealTimeSubPayload{
+				ClientID:      clientID,
+				TargetResults: results,
+			},
+		})
+		return
+	default:
+		err := fmt.Errorf("%w: request action is %s", constants.ErrUnsupportedSubAction, request.Action)
+		logger.Error(c, "unsupported action of real time data subscription request", "error", err)
+		requestTargetsCount := processRealTimeRequestCount(request.Measurements)
+		results := processRealTimeRequestTargets(request.Measurements, requestTargetsCount, err)
+		c.JSON(http.StatusOK, network.FailureResponse{
+			Code: http.StatusBadRequest,
+			Msg:  err.Error(),
+			Payload: network.RealTimeSubPayload{
+				ClientID:      clientID,
+				TargetResults: results,
+			},
+		})
+		return
+	}
+}
+
+// RealTimeSubMeasurement define struct of real time subscription measurement
+type RealTimeSubMeasurement struct {
+	targets []string
+}
+
+// TargetPollingContext define struct of real time pulling reverse context
+type TargetPollingContext struct {
+	interval    string
+	measurement *orm.Measurement
+}
+
+// RealTimeSubConfig define struct of real time subscription config
+type RealTimeSubConfig struct {
+	noticeChan    chan *transportTargets
+	mutex         sync.RWMutex
+	measurements  map[string][]string
+	targetContext map[string]*TargetPollingContext
+}
+
+// SharedSubState define struct of shared subscription state with mutex
+type SharedSubState struct {
+	subMap      map[string]*RealTimeSubConfig
+	globalMutex sync.RWMutex
+}
+
+// NewSharedSubState define function to create new SharedSubState
+func NewSharedSubState() *SharedSubState {
+	return &SharedSubState{
+		subMap: make(map[string]*RealTimeSubConfig),
+	}
+}
+
+// processAndValidateTargetsForStart define func to perform all database I/O operations in a lock-free state for start action
+func processAndValidateTargetsForStart(ctx context.Context, tx *gorm.DB, measurements []network.RealTimeMeasurementItem, allReqTargetNum int) (
+	[]network.TargetResult, []string,
+	map[string][]string,
+	map[string]*TargetPollingContext,
+) {
+	targetProcessResults := make([]network.TargetResult, 0, allReqTargetNum)
+	newMeasMap := make(map[string][]string)
+	successfulTargets := make([]string, 0, allReqTargetNum)
+	newMeasContextMap := make(map[string]*TargetPollingContext)
+
+	for _, measurementItem := range measurements {
+		interval := measurementItem.Interval
+		for _, target := range measurementItem.Targets {
+			var targetResult network.TargetResult
+			targetResult.ID = target
+			targetModel, err := database.ParseDataIdentifierToken(ctx, tx, target)
+			if err != nil {
+				logger.Error(ctx, "parse data indentity token failed", "error", err, "identity_token", target)
+				targetResult.Code = constants.SubFailedCode
+				targetResult.Msg = fmt.Sprintf("%s: %s", constants.SubFailedMsg, err.Error())
+				targetProcessResults = append(targetProcessResults, targetResult)
+				continue
+			}
+			targetResult.Code = constants.SubSuccessCode
+			targetResult.Msg = constants.SubSuccessMsg
+			targetProcessResults = append(targetProcessResults, targetResult)
+			successfulTargets = append(successfulTargets, target)
+
+			if _, exists := newMeasMap[interval]; !exists {
+				newMeasMap[interval] = make([]string, 0, len(measurementItem.Targets))
+			}
+
+			meas := newMeasMap[interval]
+			meas = append(meas, target)
+			newMeasMap[interval] = meas
+			newMeasContextMap[target] = &TargetPollingContext{
+				interval:    interval,
+				measurement: targetModel.GetMeasurementInfo(),
+			}
+		}
+	}
+	return targetProcessResults, successfulTargets, newMeasMap, newMeasContextMap
+}
+
+// processAndValidateTargetsForUpdate define func to perform all database I/O operations in a lock-free state for update action
+func processAndValidateTargetsForUpdate(ctx context.Context, tx *gorm.DB, config *RealTimeSubConfig, measurements []network.RealTimeMeasurementItem, allReqTargetNum int) (
+	[]network.TargetResult, []string,
+	map[string][]string,
+	map[string]*TargetPollingContext,
+) {
+	targetProcessResults := make([]network.TargetResult, 0, allReqTargetNum)
+	newMeasMap := make(map[string][]string)
+	successfulTargets := make([]string, 0, allReqTargetNum)
+	newMeasContextMap := make(map[string]*TargetPollingContext)
+
+	for _, measurementItem := range measurements {
+		interval := measurementItem.Interval
+		for _, target := range measurementItem.Targets {
+			targetResult := network.TargetResult{ID: target}
+			if _, exist := config.targetContext[target]; !exist {
+				err := fmt.Errorf("target %s does not exists in subscription list", target)
+				logger.Error(ctx, "update target does not exist in subscription list", "error", err, "target", target)
+				targetResult.Code = constants.UpdateSubFailedCode
+				targetResult.Msg = fmt.Sprintf("%s: %s", constants.UpdateSubFailedMsg, err.Error())
+				targetProcessResults = append(targetProcessResults, targetResult)
+				continue
+			}
+
+			targetModel, err := database.ParseDataIdentifierToken(ctx, tx, target)
+			if err != nil {
+				logger.Error(ctx, "parse data indentity token failed", "error", err, "identity_token", target)
+				targetResult.Code = constants.UpdateSubFailedCode
+				targetResult.Msg = fmt.Sprintf("%s: %s", constants.UpdateSubFailedMsg, err.Error())
+				targetProcessResults = append(targetProcessResults, targetResult)
+				continue
+			}
+
+			targetResult.Code = constants.UpdateSubSuccessCode
+			targetResult.Msg = constants.UpdateSubSuccessMsg
+			targetProcessResults = append(targetProcessResults, targetResult)
+			successfulTargets = append(successfulTargets, target)
+
+			if _, exists := newMeasMap[interval]; !exists {
+				newMeasMap[interval] = make([]string, 0, len(measurementItem.Targets))
+			}
+
+			meas := newMeasMap[interval]
+			meas = append(meas, target)
+			newMeasMap[interval] = meas
+			newMeasContextMap[target] = &TargetPollingContext{
+				interval:    interval,
+				measurement: targetModel.GetMeasurementInfo(),
+			}
+		}
+	}
+	return targetProcessResults, successfulTargets, newMeasMap, newMeasContextMap
+}
+
+// mergeMeasurementsForStart define func to merge newMeasurementsMap into existingMeasurementsMap for start action
+func mergeMeasurementsForStart(config *RealTimeSubConfig, newMeasurements map[string][]string, newMeasurementsContextMap map[string]*TargetPollingContext) []string {
+	allDuplicates := make([]string, 0)
+	for interval, newMeas := range newMeasurements {
+		if existingMeas, exists := config.measurements[interval]; exists {
+			// deduplication operations prevent duplicate subscriptions to the same measurement node
+			deduplicated, duplicates := util.DeduplicateAndReportDuplicates(existingMeas, newMeas)
+
+			if len(duplicates) > 0 {
+				for _, duplicate := range duplicates {
+					delete(newMeasurementsContextMap, duplicate)
+				}
+				allDuplicates = append(allDuplicates, duplicates...)
+			}
+
+			if len(deduplicated) > 0 {
+				existingMeas = append(existingMeas, deduplicated...)
+				config.measurements[interval] = existingMeas
+				maps.Copy(config.targetContext, newMeasurementsContextMap)
+			}
+		}
+	}
+	return allDuplicates
+}
+
+// mergeMeasurementsForUpdate define func to merge newMeasurementsMap into existingMeasurementsMap for update action
+func mergeMeasurementsForUpdate(config *RealTimeSubConfig, newMeasurements map[string][]string, newMeasurementsContextMap map[string]*TargetPollingContext) ([]string, error) {
+	allDuplicates := make([]string, 0)
+	delMeasMap := make(map[string][]string)
+	for _, newMeas := range newMeasurements {
+		for _, measurement := range newMeas {
+			oldInterval := config.targetContext[measurement].interval
+			if _, exists := delMeasMap[oldInterval]; !exists {
+				delMeasurements := []string{measurement}
+				delMeasMap[oldInterval] = delMeasurements
+			} else {
+				delMeasurements := delMeasMap[oldInterval]
+				delMeasurements = append(delMeasurements, measurement)
+				delMeasMap[oldInterval] = delMeasurements
+			}
+		}
+	}
+
+	for interval, delMeas := range delMeasMap {
+		existingMeas, exist := config.measurements[interval]
+		if !exist {
+			return nil, fmt.Errorf("can not find exist measurements in %s interval", interval)
+		}
+
+		measurements := util.RemoveTargetsFromSliceSimple(existingMeas, delMeas)
+		config.measurements[interval] = measurements
+	}
+
+	for interval, newMeas := range newMeasurements {
+		if existingMeas, exists := config.measurements[interval]; exists {
+			deduplicated, duplicates := util.DeduplicateAndReportDuplicates(existingMeas, newMeas)
+
+			if len(duplicates) > 0 {
+				for _, duplicate := range duplicates {
+					delete(newMeasurementsContextMap, duplicate)
+				}
+				allDuplicates = append(allDuplicates, duplicates...)
+			}
+
+			if len(deduplicated) > 0 {
+				existingMeas = append(existingMeas, deduplicated...)
+				config.measurements[interval] = existingMeas
+				maps.Copy(config.targetContext, newMeasurementsContextMap)
+			}
+		}
+	}
+	return allDuplicates, nil
+}
+
+// CreateConfig define function to create config in SharedSubState
+func (s *SharedSubState) CreateConfig(ctx context.Context, tx *gorm.DB, clientID string, measurements []network.RealTimeMeasurementItem) ([]network.TargetResult, error) {
+	requestTargetsCount := processRealTimeRequestCount(measurements)
+	targetProcessResults, _, newMeasurementsMap, measurementContexts := processAndValidateTargetsForStart(ctx, tx, measurements, requestTargetsCount)
+	s.globalMutex.Lock()
+	if _, exist := s.subMap[clientID]; exist {
+		s.globalMutex.Unlock()
+		err := fmt.Errorf("clientID %s already exists. use AppendTargets to modify existing config", clientID)
+		logger.Error(ctx, "clientID already exists. use AppendTargets to modify existing config", "error", err)
+		return targetProcessResults, err
+	}
+
+	config := &RealTimeSubConfig{
+		noticeChan:    make(chan *transportTargets, constants.NoticeChanCap),
+		measurements:  newMeasurementsMap,
+		targetContext: measurementContexts,
+	}
+	s.subMap[clientID] = config
+	s.globalMutex.Unlock()
+	return targetProcessResults, nil
+}
+
+// AppendTargets define function to append targets in SharedSubState
+func (s *SharedSubState) AppendTargets(ctx context.Context, tx *gorm.DB, clientID string, measurements []network.RealTimeMeasurementItem) ([]network.TargetResult, error) {
+	requestTargetsCount := processRealTimeRequestCount(measurements)
+
+	s.globalMutex.RLock()
+	config, exist := s.subMap[clientID]
+	s.globalMutex.RUnlock()
+
+	if !exist {
+		err := fmt.Errorf("clientID %s not found. use CreateConfig to start a new config", clientID)
+		logger.Error(ctx, "clientID not found. use CreateConfig to start a new config", "error", err)
+		return processRealTimeRequestTargets(measurements, requestTargetsCount, err), err
+	}
+
+	targetProcessResults, successfulTargets, newMeasMap, newMeasContextMap := processAndValidateTargetsForStart(ctx, tx, measurements, requestTargetsCount)
+
+	config.mutex.Lock()
+	allDuplicates := mergeMeasurementsForStart(config, newMeasMap, newMeasContextMap)
+	if len(allDuplicates) > 0 {
+		logger.Warn(ctx, "some targets are duplicate and have been ignored in append operation", "clientID", clientID, "duplicates", allDuplicates)
+		// process repeat target in targetProcessResults and successfulTargets
+		targetProcessResults, successfulTargets = filterAndDeduplicateRepeatTargets(targetProcessResults, successfulTargets, allDuplicates)
+	}
+	config.mutex.Unlock()
+
+	if len(successfulTargets) > 0 {
+		transportTargets := &transportTargets{
+			OperationType: constants.OpAppend,
+			Targets:       successfulTargets,
+		}
+		config.noticeChan <- transportTargets
+	}
+
+	return targetProcessResults, nil
+}
+
+func filterAndDeduplicateRepeatTargets(resultsSlice []network.TargetResult, idsSlice []string, duplicates []string) ([]network.TargetResult, []string) {
+	filteredIDs := make([]string, 0, len(idsSlice))
+	set := make(map[string]struct{}, len(duplicates))
+	for _, duplicate := range duplicates {
+		set[duplicate] = struct{}{}
+	}
+
+	for index := range resultsSlice {
+		if _, isTarget := set[resultsSlice[index].ID]; isTarget {
+			resultsSlice[index].Code = constants.SubRepeatCode
+			resultsSlice[index].Msg = constants.SubRepeatMsg
+		}
+	}
+
+	for _, id := range idsSlice {
+		if _, isTarget := set[id]; !isTarget {
+			filteredIDs = append(filteredIDs, id)
+		}
+	}
+
+	return resultsSlice, filteredIDs
+}
+
+// UpsertTargets define function to upsert targets in SharedSubState
+func (s *SharedSubState) UpsertTargets(ctx context.Context, tx *gorm.DB, clientID string, measurements []network.RealTimeMeasurementItem) ([]network.TargetResult, error) {
+	requestTargetsCount := processRealTimeRequestCount(measurements)
+	targetProcessResults, successfulTargets, newMeasMap, newMeasContextMap := processAndValidateTargetsForStart(ctx, tx, measurements, requestTargetsCount)
+
+	s.globalMutex.RLock()
+	config, exist := s.subMap[clientID]
+	s.globalMutex.RUnlock()
+
+	var opType constants.TargetOperationType
+	if exist {
+		opType = constants.OpUpdate
+		config.mutex.Lock()
+		mergeMeasurementsForStart(config, newMeasMap, newMeasContextMap)
+		config.mutex.Unlock()
+	} else {
+		opType = constants.OpAppend
+		s.globalMutex.Lock()
+		if config, exist = s.subMap[clientID]; !exist {
+			config = &RealTimeSubConfig{
+				noticeChan:   make(chan *transportTargets, constants.NoticeChanCap),
+				measurements: newMeasMap,
+			}
+			s.subMap[clientID] = config
+		} else {
+			s.globalMutex.Unlock()
+			config.mutex.Lock()
+			mergeMeasurementsForStart(config, newMeasMap, newMeasContextMap)
+			config.mutex.Unlock()
+		}
+		s.globalMutex.Unlock()
+	}
+
+	if len(successfulTargets) > 0 {
+		transportTargets := &transportTargets{
+			OperationType: opType,
+			Targets:       successfulTargets,
+		}
+		config.noticeChan <- transportTargets
+	}
+	return targetProcessResults, nil
+}
+
+// RemoveTargets define function to remove targets in SharedSubState
+func (s *SharedSubState) RemoveTargets(ctx context.Context, clientID string, measurements []network.RealTimeMeasurementItem) ([]network.TargetResult, error) {
+	requestTargetsCount := processRealTimeRequestCount(measurements)
+	targetProcessResults := make([]network.TargetResult, 0, requestTargetsCount)
+
+	s.globalMutex.RLock()
+	config, exist := s.subMap[clientID]
+	if !exist {
+		s.globalMutex.RUnlock()
+		err := fmt.Errorf("clientID %s not found", clientID)
+		logger.Error(ctx, "clientID not found in remove targets operation", "error", err)
+		return processRealTimeRequestTargets(measurements, requestTargetsCount, err), err
+	}
+	s.globalMutex.RUnlock()
+
+	var shouldRemoveClient bool
+	// measurements is the list of items to be removed passed in the request
+	transportTargets := &transportTargets{
+		OperationType: constants.OpRemove,
+		Targets:       make([]string, 0, requestTargetsCount),
+	}
+	config.mutex.Lock()
+	for _, measurement := range measurements {
+		interval := measurement.Interval
+		// meas is the locally running listener configuration
+		measTargets, measExist := config.measurements[interval]
+		if !measExist {
+			logger.Error(ctx, fmt.Sprintf("measurement with interval %s not found under clientID %s", interval, clientID), "clientID", clientID, "interval", interval)
+			for _, target := range measTargets {
+				targetResult := network.TargetResult{
+					ID:   target,
+					Code: constants.CancelSubFailedCode,
+					Msg:  constants.CancelSubFailedMsg,
+				}
+				targetProcessResults = append(targetProcessResults, targetResult)
+			}
+			continue
+		}
+
+		targetsToRemoveMap := make(map[string]struct{})
+		for _, target := range measurement.Targets {
+			targetsToRemoveMap[target] = struct{}{}
+		}
+
+		var newTargets []string
+		for _, existingTarget := range measTargets {
+			if _, found := targetsToRemoveMap[existingTarget]; !found {
+				newTargets = append(newTargets, existingTarget)
+			} else {
+				transportTargets.Targets = append(transportTargets.Targets, existingTarget)
+				targetResult := network.TargetResult{
+					ID:   existingTarget,
+					Code: constants.CancelSubSuccessCode,
+					Msg:  constants.CancelSubSuccessMsg,
+				}
+				targetProcessResults = append(targetProcessResults, targetResult)
+				delete(targetsToRemoveMap, existingTarget)
+				delete(config.targetContext, existingTarget)
+			}
+		}
+		measTargets = newTargets
+
+		if len(measTargets) == 0 {
+			delete(config.measurements, interval)
+		}
+
+		if len(config.measurements) == 0 {
+			shouldRemoveClient = true
+		}
+
+		if len(targetsToRemoveMap) > 0 {
+			err := fmt.Errorf("target remove were not found under clientID %s and interval %s", clientID, interval)
+			for target := range targetsToRemoveMap {
+				targetResult := network.TargetResult{
+					ID:   target,
+					Code: constants.CancelSubFailedCode,
+					Msg:  fmt.Sprintf("%s: %s", constants.SubFailedMsg, err.Error()),
+				}
+				targetProcessResults = append(targetProcessResults, targetResult)
+			}
+		}
+	}
+	config.mutex.Unlock()
+	// pass the removed subscription configuration to the notice channel
+	config.noticeChan <- transportTargets
+
+	if shouldRemoveClient {
+		s.globalMutex.Lock()
+		if currentConfig, exist := s.subMap[clientID]; exist && len(currentConfig.measurements) == 0 {
+			delete(s.subMap, clientID)
+		}
+		s.globalMutex.Unlock()
+	}
+	return targetProcessResults, nil
+}
+
+// UpdateTargets define function to update targets in SharedSubState
+func (s *SharedSubState) UpdateTargets(ctx context.Context, tx *gorm.DB, clientID string, measurements []network.RealTimeMeasurementItem) ([]network.TargetResult, error) {
+	requestTargetsCount := processRealTimeRequestCount(measurements)
+	targetProcessResults := make([]network.TargetResult, 0, requestTargetsCount)
+
+	s.globalMutex.RLock()
+	config, exist := s.subMap[clientID]
+	s.globalMutex.RUnlock()
+
+	if !exist {
+		s.globalMutex.RUnlock()
+		err := fmt.Errorf("clientID %s not found", clientID)
+		logger.Error(ctx, "clientID not found in remove targets operation", "error", err)
+		return processRealTimeRequestTargets(measurements, requestTargetsCount, err), err
+	}
+
+	targetProcessResults, successfulTargets, newMeasMap, newMeasContextMap := processAndValidateTargetsForUpdate(ctx, tx, config, measurements, requestTargetsCount)
+
+	config.mutex.Lock()
+	allDuplicates, err := mergeMeasurementsForUpdate(config, newMeasMap, newMeasContextMap)
+	if err != nil {
+		logger.Warn(ctx, "can not find exist measurements in target interval", "clientID", clientID, "duplicates", allDuplicates, "error", err)
+	}
+
+	if len(allDuplicates) > 0 {
+		logger.Warn(ctx, "some targets are duplicate and have been ignored in append operation", "clientID", clientID, "duplicates", allDuplicates)
+		// process repeat target in targetProcessResults and successfulTargets
+		targetProcessResults, successfulTargets = filterAndDeduplicateRepeatTargets(targetProcessResults, successfulTargets, allDuplicates)
+	}
+	config.mutex.Unlock()
+
+	if len(successfulTargets) > 0 {
+		transportTargets := &transportTargets{
+			OperationType: constants.OpUpdate,
+			Targets:       successfulTargets,
+		}
+		config.noticeChan <- transportTargets
+	}
+
+	return targetProcessResults, nil
+}
+
+// Get define function to get subscriptions config from SharedSubState
+func (s *SharedSubState) Get(clientID string) (*RealTimeSubConfig, bool) {
+	s.globalMutex.RLock()
+	defer s.globalMutex.RUnlock()
+
+	config, exists := s.subMap[clientID]
+	if !exists {
+		return nil, false
+	}
+	return config, true
+}
+
+func processRealTimeRequestCount(measurements []network.RealTimeMeasurementItem) int {
+	totalTargetsCount := 0
+	for _, measItem := range measurements {
+		totalTargetsCount += len(measItem.Targets)
+	}
+	return totalTargetsCount
+}
+
+func processRealTimeRequestTargets(measurements []network.RealTimeMeasurementItem, targetCount int, err error) []network.TargetResult {
+	targetProcessResults := make([]network.TargetResult, 0, targetCount)
+	for _, measurementItem := range measurements {
+		for _, target := range measurementItem.Targets {
+			var targetResult network.TargetResult
+			targetResult.ID = target
+			targetResult.Code = constants.SubFailedCode
+			targetResult.Msg = fmt.Sprintf("%s: %s", constants.SubFailedMsg, err.Error())
+			targetProcessResults = append(targetProcessResults, targetResult)
+		}
+	}
+	return targetProcessResults
+}
+
+// transportTargets define struct to transport update or remove target to real
+// time pull api
+type transportTargets struct {
+	OperationType constants.TargetOperationType
+	Targets       []string
+}

main.go

@@ -22,11 +22,10 @@ import (
 	"modelRT/middleware"
 	"modelRT/model"
 	"modelRT/pool"
+	realtimedata "modelRT/real-time-data"
 	"modelRT/router"
 	"modelRT/util"
 
-	realtimedata "modelRT/real-time-data"
-
 	"github.com/gin-gonic/gin"
 	"github.com/panjf2000/ants/v2"
 	swaggerFiles "github.com/swaggo/files"
@@ -146,12 +145,6 @@ func main() {
 	}
 	defer anchorRealTimePool.Release()
 
-	// init cancel context
-	cancelCtx, cancel := context.WithCancel(ctx)
-	defer cancel()
-	// init real time data receive channel
-	go realtimedata.ReceiveChan(cancelCtx)
-
 	postgresDBClient.Transaction(func(tx *gorm.DB) error {
 		// load circuit diagram from postgres
 		// componentTypeMap, err := database.QueryCircuitDiagramComponentFromDB(cancelCtx, tx, parsePool)
@@ -160,7 +153,13 @@ func main() {
 		// 	panic(err)
 		// }
 
-		// TODO 暂时屏蔽完成 swagger 启动测试
+		allMeasurement, err := database.GetAllMeasurements(ctx, tx)
+		if err != nil {
+			logger.Error(ctx, "load topologic info from postgres failed", "error", err)
+			panic(err)
+		}
+		go realtimedata.StartRealTimeDataComputing(ctx, allMeasurement)
+
 		tree, err := database.QueryTopologicFromDB(ctx, tx)
 		if err != nil {
 			logger.Error(ctx, "load topologic info from postgres failed", "error", err)
@@ -170,10 +169,6 @@ func main() {
 		return nil
 	})
 
-	// TODO 完成订阅数据分析
-	// TODO 暂时屏蔽完成 swagger 启动测试
-	// go realtimedata.RealTimeDataComputer(ctx, nil, []string{}, "")
-
 	// use release mode in productio
 	// gin.SetMode(gin.ReleaseMode)
 	engine := gin.New()
@@ -225,7 +220,7 @@ func main() {
 	go func() {
 		<-done
 		if err := server.Shutdown(context.Background()); err != nil {
-			logger.Error(ctx, "ShutdownServerError", "err", err)
+			logger.Error(ctx, "shutdown serverError", "err", err)
 		}
 	}()
 
@@ -234,10 +229,10 @@ func main() {
 	if err != nil {
 		if err == http.ErrServerClosed {
 			// the service receives the shutdown signal normally and then closes
-			logger.Info(ctx, "Server closed under request")
+			logger.Info(ctx, "server closed under request")
 		} else {
 			// abnormal shutdown of service
-			logger.Error(ctx, "Server closed unexpected", "err", err)
+			logger.Error(ctx, "server closed unexpected", "err", err)
 		}
 	}
 }

middleware/panic_recover.go

@@ -0,0 +1,47 @@
+package middleware
+
+import (
+	"net"
+	"net/http"
+	"net/http/httputil"
+	"os"
+	"runtime/debug"
+	"strings"
+
+	"modelRT/logger"
+
+	"github.com/gin-gonic/gin"
+)
+
+// GinPanicRecovery define func of customizing gin recover output
+func GinPanicRecovery() gin.HandlerFunc {
+	return func(c *gin.Context) {
+		defer func() {
+			if err := recover(); err != nil {
+				// Check for a broken connection, as it is not really a
+				// condition that warrants a panic stack trace.
+				var brokenPipe bool
+				if ne, ok := err.(*net.OpError); ok {
+					if se, ok := ne.Err.(*os.SyscallError); ok {
+						if strings.Contains(strings.ToLower(se.Error()), "broken pipe") || strings.Contains(strings.ToLower(se.Error()), "connection reset by peer") {
+							brokenPipe = true
+						}
+					}
+				}
+
+				httpRequest, _ := httputil.DumpRequest(c.Request, false)
+				if brokenPipe {
+					logger.Error(c, "http request broken pipe", "path", c.Request.URL.Path, "error", err, "request", string(httpRequest))
+					// If the connection is dead, we can't write a status to it.
+					c.Error(err.(error))
+					c.Abort()
+					return
+				}
+
+				logger.Error(c, "http_request_panic", "path", c.Request.URL.Path, "error", err, "request", string(httpRequest), "stack", string(debug.Stack()))
+				c.AbortWithError(http.StatusInternalServerError, err.(error))
+			}
+		}()
+		c.Next()
+	}
+}

model/attribute_model.go

@@ -19,7 +19,7 @@ type AttrModelInterface interface {
 type LongAttrInfo struct {
 	AttrGroupName string
 	AttrKey       string
-	AttrValue     interface{}
+	AttrValue     any
 	GridInfo      *orm.Grid
 	ZoneInfo      *orm.Zone
 	StationInfo   *orm.Station
@@ -52,7 +52,7 @@ func (l *LongAttrInfo) IsLocal() bool {
 }
 
 // GetAttrValue define return the attribute value
-func (l *LongAttrInfo) GetAttrValue() interface{} {
+func (l *LongAttrInfo) GetAttrValue() any {
 	return l.AttrValue
 }
 
@@ -60,7 +60,7 @@ func (l *LongAttrInfo) GetAttrValue() interface{} {
 type ShortAttrInfo struct {
 	AttrGroupName string
 	AttrKey       string
-	AttrValue     interface{}
+	AttrValue     any
 	ComponentInfo *orm.Component
 }
 
@@ -90,6 +90,6 @@ func (s *ShortAttrInfo) IsLocal() bool {
 }
 
 // GetAttrValue define return the attribute value
-func (l *ShortAttrInfo) GetAttrValue() interface{} {
+func (l *ShortAttrInfo) GetAttrValue() any {
 	return l.AttrValue
 }

model/identity_token_model.go

@@ -0,0 +1,119 @@
+// Package model define model struct of model runtime service
+package model
+
+import "modelRT/orm"
+
+// IndentityTokenModelInterface define basic identity token model type interface
+type IndentityTokenModelInterface interface {
+	GetComponentInfo() *orm.Component
+	GetMeasurementInfo() *orm.Measurement
+	GetGridTag() string        // token1
+	GetZoneTag() string        // token2
+	GetStationTag() string     // token3
+	GetNamespacePath() string  // token4(COMPONENT TABLE NSPATH)
+	GetComponentTag() string   // token5(COMPONENT TABLE TAG)
+	GetAttributeGroup() string // token6(component attribute group information)
+	GetMeasurementTag() string // token7(measurement value or attribute field)
+	IsLocal() bool
+}
+
+// LongIdentityTokenModel define struct to long identity token info
+type LongIdentityTokenModel struct {
+	ComponentInfo   *orm.Component
+	MeasurementInfo *orm.Measurement
+	GridTag         string
+	ZoneTag         string
+	StationTag      string
+	NamespacePath   string
+	ComponentTag    string
+	AttributeGroup  string
+	MeasurementTag  string
+}
+
+// GetComponentInfo define return the component information in the long identity token
+func (l *LongIdentityTokenModel) GetComponentInfo() *orm.Component {
+	return l.ComponentInfo
+}
+
+// GetMeasurementInfo define return the measurement information in the long identity token
+func (l *LongIdentityTokenModel) GetMeasurementInfo() *orm.Measurement {
+	return l.MeasurementInfo
+}
+
+// GetGridTag define function to return the grid tag information in the long identity token
+func (l *LongIdentityTokenModel) GetGridTag() string { return l.GridTag }
+
+// GetZoneTag define function to return the zone tag information in the long identity token
+func (l *LongIdentityTokenModel) GetZoneTag() string { return l.ZoneTag }
+
+// GetStationTag define function to return the station tag information in the long identity token
+func (l *LongIdentityTokenModel) GetStationTag() string { return l.StationTag }
+
+// GetNamespacePath define function to return the namespace path information in the long identity token
+func (l *LongIdentityTokenModel) GetNamespacePath() string { return l.NamespacePath }
+
+// GetComponentTag define function to return the component tag information in the long identity token
+func (l *LongIdentityTokenModel) GetComponentTag() string { return l.ComponentTag }
+
+// GetAttributeGroup define function to return the attribute group information in the long identity token
+func (l *LongIdentityTokenModel) GetAttributeGroup() string { return l.AttributeGroup }
+
+// GetMeasurementTag define function to return the measurement tag information in the long identity token
+func (l *LongIdentityTokenModel) GetMeasurementTag() string {
+	return l.MeasurementTag
+}
+
+// IsLocal define return the is_local information in the long identity token
+func (l *LongIdentityTokenModel) IsLocal() bool {
+	return false
+}
+
+// ShortIdentityTokenModel define struct to short identity token info
+type ShortIdentityTokenModel struct {
+	ComponentInfo   *orm.Component
+	MeasurementInfo *orm.Measurement
+
+	GridTag        string // token1
+	ZoneTag        string // token2
+	StationTag     string // token3
+	NamespacePath  string // token4
+	MeasurementTag string // token7
+}
+
+// GetComponentInfo define return the component information in the short identity token
+func (s *ShortIdentityTokenModel) GetComponentInfo() *orm.Component {
+	return s.ComponentInfo
+}
+
+// GetMeasurementInfo define return the measurement information in the long identity token
+func (s *ShortIdentityTokenModel) GetMeasurementInfo() *orm.Measurement {
+	return s.MeasurementInfo
+}
+
+// GetGridTag define function to return the grid tag information in the short identity token
+func (s *ShortIdentityTokenModel) GetGridTag() string { return "" }
+
+// GetZoneTag define function to return the zone tag information in the short identity token
+func (s *ShortIdentityTokenModel) GetZoneTag() string { return "" }
+
+// GetStationTag define function to return the station tag information in the short identity token
+func (s *ShortIdentityTokenModel) GetStationTag() string { return "" }
+
+// GetNamespacePath define function to return the namespace path information in the short identity token
+func (s *ShortIdentityTokenModel) GetNamespacePath() string { return s.NamespacePath }
+
+// GetComponentTag define function to return the component tag information in the short identity token
+func (s *ShortIdentityTokenModel) GetComponentTag() string { return "" }
+
+// GetAttributeGroup define function to return the attribute group information in the short identity token
+func (s *ShortIdentityTokenModel) GetAttributeGroup() string { return "" }
+
+// GetMeasurementTag define function to return the measurement tag information in the short identity token
+func (s *ShortIdentityTokenModel) GetMeasurementTag() string {
+	return ""
+}
+
+// IsLocal define return the is_local information in the short identity token
+func (s *ShortIdentityTokenModel) IsLocal() bool {
+	return true
+}

model/measurement_model.go

@@ -17,7 +17,7 @@ type MeasurementDataSource struct {
 }
 
 // IOAddress define interface of IO address
-type IOAddress interface{}
+type IOAddress any
 
 // CL3611Address define CL3611 protol struct
 type CL3611Address struct {
@@ -174,3 +174,98 @@ func (m MeasurementDataSource) GetIOAddress() (IOAddress, error) {
 		return nil, constants.ErrUnknownDataType
 	}
 }
+
+// GenerateMeasureIdentifier define func of generate measurement identifier
+func GenerateMeasureIdentifier(source map[string]any) (string, error) {
+	regTypeVal, ok := source["type"]
+	if !ok {
+		return "", fmt.Errorf("can not find type in datasource field")
+	}
+
+	var regType int
+	switch v := regTypeVal.(type) {
+	case int:
+		regType = v
+	case float32:
+		if v != float32(int(v)) {
+			return "", fmt.Errorf("invalid type format in datasource field, expected integer value, got float: %f", v)
+		}
+		regType = int(v)
+	case float64:
+		if v != float64(int(v)) {
+			return "", fmt.Errorf("invalid type format in datasource field, expected integer value, got float: %f", v)
+		}
+		regType = int(v)
+	default:
+		return "", fmt.Errorf("invalid type format in datasource field,%T", v)
+	}
+
+	ioAddrVal, ok := source["io_address"]
+	if !ok {
+		return "", fmt.Errorf("can not find io_address from datasource field")
+	}
+
+	ioAddress, ok := ioAddrVal.(map[string]any)
+	if !ok {
+		return "", fmt.Errorf("io_address field is not a valid map")
+	}
+
+	switch regType {
+	case constants.DataSourceTypeCL3611:
+		station, ok := ioAddress["station"].(string)
+		if !ok {
+			return "", fmt.Errorf("CL3611:invalid or missing station field")
+		}
+		device, ok := ioAddress["device"].(string)
+		if !ok {
+			return "", fmt.Errorf("CL3611:invalid or missing device field")
+		}
+		// 提取 channel (string)
+		channel, ok := ioAddress["channel"].(string)
+		if !ok {
+			return "", fmt.Errorf("CL3611:invalid or missing channel field")
+		}
+		return concatCL361WithPlus(station, device, channel), nil
+	case constants.DataSourceTypePower104:
+		station, ok := ioAddress["station"].(string)
+		if !ok {
+			return "", fmt.Errorf("Power104:invalid or missing station field")
+		}
+		packetVal, ok := ioAddress["packet"]
+		if !ok {
+			return "", fmt.Errorf("Power104: missing packet field")
+		}
+		var packet int
+		switch v := packetVal.(type) {
+		case int:
+			packet = v
+		default:
+			return "", fmt.Errorf("Power104:invalid packet format")
+		}
+
+		offsetVal, ok := ioAddress["offset"]
+		if !ok {
+			return "", fmt.Errorf("Power104:missing offset field")
+		}
+		var offset int
+		switch v := offsetVal.(type) {
+		case int:
+			offset = v
+		default:
+			return "", fmt.Errorf("Power104:invalid offset format")
+		}
+		return concatP104WithPlus(station, packet, offset), nil
+	default:
+		return "", fmt.Errorf("unsupport regulation type %d into datasource field", regType)
+	}
+}
+
+func concatP104WithPlus(station string, packet int, offset int) string {
+	packetStr := strconv.Itoa(packet)
+	offsetStr := strconv.Itoa(offset)
+	return station + ":" + packetStr + ":" + offsetStr
+}
+
+func concatCL361WithPlus(station, device, channel string) string {
+	return station + ":" + device + ":" + "phasor" + ":" + channel
+}

model/redis_recommend.go

@@ -13,6 +13,7 @@ import (
 
 	"github.com/RediSearch/redisearch-go/v2/redisearch"
 	redigo "github.com/gomodule/redigo/redis"
+	"github.com/redis/go-redis/v9"
 )
 
 var ac *redisearch.Autocompleter
@@ -27,26 +28,248 @@ func RedisSearchRecommend(ctx context.Context, input string) ([]string, bool, er
 	rdb := diagram.GetRedisClientInstance()
 
 	if input == "" {
-		// 返回所有 grid 名
-		return getAllGridKeys(ctx, constants.RedisAllGridSetKey)
+		// return all grid tagname
+		return getKeyBySpecificsLevel(ctx, rdb, 1, input)
 	}
 
 	inputSlice := strings.Split(input, ".")
 	inputSliceLen := len(inputSlice)
-	originInputLen := len(inputSlice)
 
 	switch inputSliceLen {
 	case 1:
-		// TODO 优化成NewSet的形式
-		gridExist, err := rdb.SIsMember(ctx, constants.RedisAllGridSetKey, input).Result()
+		// grid tagname search
+		gridSearchInput := inputSlice[0]
+		gridExists, err := rdb.SIsMember(ctx, constants.RedisAllGridSetKey, gridSearchInput).Result()
 		if err != nil {
 			logger.Error(ctx, "check grid key exist failed ", "grid_key", input, "error", err)
 			return []string{}, false, err
 		}
 
-		searchInput := input
-		inputLen := inputSliceLen
-		for inputLen != 0 && !gridExist {
+		if gridExists {
+			return []string{"."}, false, nil
+		}
+
+		// start grid tagname fuzzy search
+		recommends, err := runFuzzySearch(ctx, gridSearchInput, "", inputSliceLen)
+		if err != nil {
+			logger.Error(ctx, "fuzzy search failed for level 1", "search_input", gridSearchInput, "error", err)
+			return []string{}, false, err
+		}
+
+		if len(recommends) > 0 {
+			return recommends, true, nil
+		}
+		return []string{}, true, nil
+
+	case 2:
+		return handleLevelFuzzySearch(ctx, rdb, 2, constants.RedisAllZoneSetKey, inputSlice)
+	case 3:
+		return handleLevelFuzzySearch(ctx, rdb, 3, constants.RedisAllStationSetKey, inputSlice)
+	case 4:
+		return handleLevelFuzzySearch(ctx, rdb, 4, constants.RedisAllCompNSPathSetKey, inputSlice)
+	case 5:
+		return handleLevelFuzzySearch(ctx, rdb, 5, constants.RedisAllCompTagSetKey, inputSlice)
+	case 6:
+		return handleLevelFuzzySearch(ctx, rdb, 6, constants.RedisAllConfigSetKey, inputSlice)
+	case 7:
+		return handleLevelFuzzySearch(ctx, rdb, 7, constants.RedisAllMeasTagSetKey, inputSlice)
+
+	default:
+		logger.Error(ctx, "unsupport length of search input", "input_len", inputSliceLen)
+		return []string{}, false, nil
+	}
+}
+
+func getKeyBySpecificsLevel(ctx context.Context, rdb *redis.Client, inputLen int, input string) ([]string, bool, error) {
+	queryKey := getSpecificKeyByLength(inputLen, input)
+	results, err := rdb.SMembers(ctx, queryKey).Result()
+	if err != nil {
+		return []string{}, false, fmt.Errorf("get all keys failed, error: %w", err)
+	}
+	return results, false, nil
+}
+
+func combineQueryResultByInput(inputSliceLen int, inputSlice []string, queryResults []string) []string {
+	prefixs := make([]string, 0, len(inputSlice))
+	recommandResults := make([]string, 0, len(queryResults))
+	switch inputSliceLen {
+	case 2:
+		prefixs = []string{inputSlice[0]}
+	case 3:
+		prefixs = inputSlice[0:2]
+	case 4:
+		prefixs = inputSlice[0:3]
+	case 5:
+		prefixs = inputSlice[0:4]
+	case 6:
+		prefixs = inputSlice[0:5]
+	case 7:
+		prefixs = inputSlice[0:6]
+	default:
+		return []string{}
+	}
+
+	for _, queryResult := range queryResults {
+		combineStrs := make([]string, 0, len(inputSlice))
+		combineStrs = append(combineStrs, prefixs...)
+		combineStrs = append(combineStrs, queryResult)
+		recommandResult := strings.Join(combineStrs, ".")
+		recommandResults = append(recommandResults, recommandResult)
+	}
+	return recommandResults
+}
+
+func getSpecificKeyByLength(inputLen int, input string) string {
+	switch inputLen {
+	case 1:
+		return constants.RedisAllGridSetKey
+	case 2:
+		return fmt.Sprintf(constants.RedisSpecGridZoneSetKey, input)
+	case 3:
+		return fmt.Sprintf(constants.RedisSpecZoneStationSetKey, input)
+	case 4:
+		return fmt.Sprintf(constants.RedisSpecStationCompNSPATHSetKey, input)
+	case 5:
+		return fmt.Sprintf(constants.RedisSpecStationCompTagSetKey, input)
+	case 6:
+		return constants.RedisAllConfigSetKey
+	case 7:
+		return fmt.Sprintf(constants.RedisSpecCompTagMeasSetKey, input)
+	default:
+		return constants.RedisAllGridSetKey
+	}
+}
+
+// handleLevelFuzzySearch define func to process recommendation logic for specific levels(level >= 2)
+func handleLevelFuzzySearch(ctx context.Context, rdb *redis.Client, hierarchy int, keySetKey string, inputSlice []string) ([]string, bool, error) {
+	searchInputIndex := hierarchy - 1
+	searchInput := inputSlice[searchInputIndex]
+	searchPrefix := strings.Join(inputSlice[0:searchInputIndex], ".")
+
+	if searchInput == "" {
+		var specificalKey string
+		specificalKeyIndex := searchInputIndex - 1
+		if specificalKeyIndex >= 0 {
+			specificalKey = inputSlice[specificalKeyIndex]
+		}
+
+		allResults, isFuzzy, err := getKeyBySpecificsLevel(ctx, rdb, hierarchy, specificalKey)
+		if err != nil {
+			return []string{}, false, err
+		}
+		recommandResults := combineQueryResultByInput(hierarchy, inputSlice, allResults)
+		return recommandResults, isFuzzy, nil
+	}
+
+	keyExists, err := rdb.SIsMember(ctx, keySetKey, searchInput).Result()
+	if err != nil {
+		logger.Error(ctx, "check key exist failed ", "key", searchInput, "error", err)
+		return []string{}, false, err
+	}
+
+	if keyExists {
+		if hierarchy == constants.MaxIdentifyHierarchy {
+			return []string{""}, false, nil
+		}
+		return []string{"."}, false, nil
+	}
+
+	// start redis fuzzy search
+	recommends, err := runFuzzySearch(ctx, searchInput, searchPrefix, hierarchy)
+	if err != nil {
+		logger.Error(ctx, "fuzzy search failed by hierarchy", "hierarchy", hierarchy, "search_input", searchInput, "error", err)
+		return []string{}, false, err
+	}
+
+	if len(recommends) == 0 {
+		logger.Error(ctx, "fuzzy search without result", "hierarchy", hierarchy, "search_input", searchInput, "error", err)
+		return []string{}, true, nil
+	}
+	return combineQueryResultByInput(hierarchy, inputSlice, recommends), true, nil
+}
+
+// runFuzzySearch define func to process redis fuzzy search
+func runFuzzySearch(ctx context.Context, searchInput string, searchPrefix string, inputSliceLen int) ([]string, error) {
+	searchInputLen := len(searchInput)
+
+	for searchInputLen != 0 {
+		results, err := ac.SuggestOpts(searchInput, redisearch.SuggestOptions{
+			Num:          math.MaxInt16,
+			Fuzzy:        true,
+			WithScores:   false,
+			WithPayloads: false,
+		})
+		if err != nil {
+			logger.Error(ctx, "query key by redis fuzzy search failed", "query_key", searchInput, "error", err)
+			return nil, fmt.Errorf("redisearch suggest failed: %w", err)
+		}
+
+		if len(results) == 0 {
+			// 如果没有结果，退一步（删除最后一个字节）并继续循环
+			// TODO 考虑使用其他方式代替 for 循环退一字节的查询方式
+			searchInput = searchInput[:len(searchInput)-1]
+			searchInputLen = len(searchInput)
+			continue
+		}
+
+		var recommends []string
+		for _, result := range results {
+			term := result.Term
+			var termSliceLen int
+			var termPrefix string
+
+			lastDotIndex := strings.LastIndex(term, ".")
+			if lastDotIndex == -1 {
+				termPrefix = ""
+			} else {
+				termPrefix = term[:lastDotIndex]
+			}
+
+			if result.Term == "" {
+				termSliceLen = 1
+			} else {
+				termSliceLen = strings.Count(result.Term, ".") + 1
+			}
+
+			if termSliceLen == inputSliceLen && termPrefix == searchPrefix {
+				recommends = append(recommends, result.Term)
+			}
+		}
+		return recommends, nil
+	}
+	return []string{}, nil
+}
+
+// RedisSearchRecommend1 define func of redis search by input string and return recommend results
+func RedisSearchRecommend1(ctx context.Context, input string) ([]string, bool, error) {
+	rdb := diagram.GetRedisClientInstance()
+
+	if input == "" {
+		// 返回所有 grid 名
+		return getKeyBySpecificsLevel(ctx, rdb, 1, input)
+	}
+
+	inputSlice := strings.Split(input, ".")
+	inputSliceLen := len(inputSlice)
+
+	switch inputSliceLen {
+	case 1:
+		// grid tagname search
+		gridSearchInput := inputSlice[0]
+		gridExists, err := rdb.SIsMember(ctx, constants.RedisAllGridSetKey, gridSearchInput).Result()
+		if err != nil {
+			logger.Error(ctx, "check grid key exist failed ", "grid_key", input, "error", err)
+			return []string{}, false, err
+		}
+
+		if gridExists {
+			return []string{"."}, false, err
+		}
+
+		// start grid tagname fuzzy search
+		searchInput := gridSearchInput
+		searchInputLen := len(searchInput)
+		for searchInputLen != 0 && !gridExists {
 			results, err := ac.SuggestOpts(searchInput, redisearch.SuggestOptions{
 				Num:          math.MaxInt16,
 				Fuzzy:        true,
@@ -54,65 +277,51 @@ func RedisSearchRecommend(ctx context.Context, input string) ([]string, bool, er
 				WithPayloads: false,
 			})
 			if err != nil {
-				logger.Error(ctx, "query info by fuzzy failed", "query_key", input, "error", err)
+				logger.Error(ctx, "query grid key by redis fuzzy search failed", "query_key", searchInput, "error", err)
 				return []string{}, false, err
 			}
 
 			if len(results) == 0 {
-				// TODO 构建 for 循环返回所有可能的补全
+				// TODO 考虑使用其他方式代替 for 循环退一字节的查询方式
 				searchInput = searchInput[:len(searchInput)-1]
-				inputLen = len(searchInput)
+				searchInputLen = len(searchInput)
 				continue
 			}
 
 			var recommends []string
 			for _, result := range results {
 				termSlice := strings.Split(result.Term, ".")
-				if len(termSlice) <= originInputLen {
+				if len(termSlice) <= inputSliceLen {
 					recommends = append(recommends, result.Term)
 				}
 			}
-			// 返回模糊查询结果
+			// return fuzzy search results
 			return recommends, true, nil
 		}
-
-		// 处理 input 不为空、不含有.并且 input 是一个完整的 grid key 的情况
-		if strings.HasSuffix(input, ".") == false {
-			recommend := input + "."
-			return []string{recommend}, false, nil
-		}
-	default:
-		lastInput := inputSlice[inputSliceLen-1]
-		// 判断 queryKey 是否是空值，空值则返回上一级别下的所有key
-		if lastInput == "" {
-			setKey := getCombinedConstantsKeyByLength(inputSlice[inputSliceLen-2], inputSliceLen)
-			targetSet := diagram.NewRedisSet(ctx, setKey, 10, true)
-			keys, err := targetSet.SMembers(setKey)
-			if err != nil {
-				logger.Error(ctx, "get all recommend key by setKey failed", "set_key", setKey, "error", err)
-				return []string{}, false, fmt.Errorf("get all recommend key by setKey failed,%w", err)
-			}
-
-			var results []string
-			for _, key := range keys {
-				result := input + key
-				results = append(results, result)
-			}
-			return results, false, nil
+	case 2:
+		// zone tagname search
+		zoneSearchInput := inputSlice[1]
+		if zoneSearchInput == "" {
+			specificalGrid := inputSlice[0]
+			allZones, isFuzzy, err := getKeyBySpecificsLevel(ctx, rdb, inputSliceLen, specificalGrid)
+			recommandResults := combineQueryResultByInput(inputSliceLen, inputSlice, allZones)
+			return recommandResults, isFuzzy, err
 		}
 
-		setKey := getCombinedConstantsKeyByLength(inputSlice[inputSliceLen-2], inputSliceLen)
-		targetSet := diagram.NewRedisSet(ctx, setKey, 10, true)
-		exist, err := targetSet.SIsMember(setKey, lastInput)
+		zoneExists, err := rdb.SIsMember(ctx, constants.RedisAllZoneSetKey, zoneSearchInput).Result()
 		if err != nil {
-			logger.Error(ctx, "check keys exist failed", "set_key", setKey, "query_key", lastInput, "error", err)
-			return []string{}, false, fmt.Errorf("check keys failed,%w", err)
+			logger.Error(ctx, "check zone key exist failed ", "zone_key", zoneSearchInput, "error", err)
+			return []string{}, false, err
 		}
 
-		searchInput := input
-		inputLen := len(searchInput)
-		for inputLen != 0 && !exist {
-			logger.Info(ctx, "use fuzzy query", "input", input)
+		if zoneExists {
+			return []string{"."}, false, err
+		}
+
+		// start zone tagname fuzzy search
+		searchInput := zoneSearchInput
+		searchInputLen := len(searchInput)
+		for searchInputLen != 0 && !zoneExists {
 			results, err := ac.SuggestOpts(searchInput, redisearch.SuggestOptions{
 				Num:          math.MaxInt16,
 				Fuzzy:        true,
@@ -120,94 +329,292 @@ func RedisSearchRecommend(ctx context.Context, input string) ([]string, bool, er
 				WithPayloads: false,
 			})
 			if err != nil {
-				logger.Error(ctx, "query info by fuzzy failed", "query_key", input, "error", err)
+				logger.Error(ctx, "query zone key by redis fuzzy search failed", "query_key", searchInput, "error", err)
 				return []string{}, false, err
 			}
+
 			if len(results) == 0 {
-				// TODO 构建 for 循环返回所有可能的补全
-				searchInput = input[:inputLen-1]
-				inputLen = len(searchInput)
+				// TODO 考虑使用其他方式代替 for 循环退一字节的查询方式
+				searchInput = searchInput[:len(searchInput)-1]
+				searchInputLen = len(searchInput)
 				continue
 			}
 
-			var terms []string
+			var recommends []string
 			for _, result := range results {
-				terms = append(terms, result.Term)
+				termSlice := strings.Split(result.Term, ".")
+				if len(termSlice) <= inputSliceLen {
+					recommends = append(recommends, result.Term)
+				}
 			}
-			// 返回模糊查询结果
-			return terms, true, nil
+			// return fuzzy search results
+			return combineQueryResultByInput(inputSliceLen, inputSlice, recommends), true, nil
 		}
-		return []string{input}, false, nil
+	case 3:
+		// station tagname search
+		stationSearchInput := inputSlice[2]
+		if stationSearchInput == "" {
+			specificalZone := inputSlice[1]
+			allStations, isFuzzy, err := getKeyBySpecificsLevel(ctx, rdb, inputSliceLen, specificalZone)
+			recommandResults := combineQueryResultByInput(inputSliceLen, inputSlice, allStations)
+			return recommandResults, isFuzzy, err
+		}
+
+		stationExists, err := rdb.SIsMember(ctx, constants.RedisAllStationSetKey, stationSearchInput).Result()
+		if err != nil {
+			logger.Error(ctx, "check station key exist failed ", "station_key", stationSearchInput, "error", err)
+			return []string{}, false, err
+		}
+
+		if stationExists {
+			return []string{"."}, false, err
+		}
+
+		// start station tagname fuzzy search
+		searchInput := stationSearchInput
+		searchInputLen := len(searchInput)
+		for searchInputLen != 0 && !stationExists {
+			results, err := ac.SuggestOpts(searchInput, redisearch.SuggestOptions{
+				Num:          math.MaxInt16,
+				Fuzzy:        true,
+				WithScores:   false,
+				WithPayloads: false,
+			})
+			if err != nil {
+				logger.Error(ctx, "query station key by redis fuzzy search failed", "query_key", searchInput, "error", err)
+				return []string{}, false, err
+			}
+
+			if len(results) == 0 {
+				// TODO 考虑使用其他方式代替 for 循环退一字节的查询方式
+				searchInput = searchInput[:len(searchInput)-1]
+				searchInputLen = len(searchInput)
+				continue
+			}
+
+			var recommends []string
+			for _, result := range results {
+				termSlice := strings.Split(result.Term, ".")
+				if len(termSlice) <= inputSliceLen {
+					recommends = append(recommends, result.Term)
+				}
+			}
+			// return fuzzy search results
+			return combineQueryResultByInput(inputSliceLen, inputSlice, recommends), true, nil
+		}
+	case 4:
+		// component nspath search
+		compNSPSearchInput := inputSlice[3]
+		if compNSPSearchInput == "" {
+			specificalStation := inputSlice[2]
+			allCompNSPaths, isFuzzy, err := getKeyBySpecificsLevel(ctx, rdb, inputSliceLen, specificalStation)
+			recommandResults := combineQueryResultByInput(inputSliceLen, inputSlice, allCompNSPaths)
+			return recommandResults, isFuzzy, err
+		}
+
+		compNSPathExists, err := rdb.SIsMember(ctx, constants.RedisAllCompNSPathSetKey, compNSPSearchInput).Result()
+		if err != nil {
+			logger.Error(ctx, "check component nspath key exist failed ", "component_nspath_key", compNSPSearchInput, "error", err)
+			return []string{}, false, err
+		}
+
+		if compNSPathExists {
+			return []string{"."}, false, err
+		}
+
+		// start grid fuzzy search
+		searchInput := compNSPSearchInput
+		searchInputLen := len(searchInput)
+		for searchInputLen != 0 && !compNSPathExists {
+			results, err := ac.SuggestOpts(searchInput, redisearch.SuggestOptions{
+				Num:          math.MaxInt16,
+				Fuzzy:        true,
+				WithScores:   false,
+				WithPayloads: false,
+			})
+			if err != nil {
+				logger.Error(ctx, "query component nspath key by redis fuzzy search failed", "query_key", searchInput, "error", err)
+				return []string{}, false, err
+			}
+
+			if len(results) == 0 {
+				// TODO 考虑使用其他方式代替 for 循环退一字节的查询方式
+				searchInput = searchInput[:len(searchInput)-1]
+				searchInputLen = len(searchInput)
+				continue
+			}
+
+			var recommends []string
+			for _, result := range results {
+				termSlice := strings.Split(result.Term, ".")
+				if len(termSlice) <= inputSliceLen {
+					recommends = append(recommends, result.Term)
+				}
+			}
+			// return fuzzy search results
+			return combineQueryResultByInput(inputSliceLen, inputSlice, recommends), true, nil
+		}
+	case 5:
+		// component tag search
+		compTagSearchInput := inputSlice[4]
+		if compTagSearchInput == "" {
+			// TODO 优化考虑是否使用 station 作为 key 的一部分
+			specificalStation := inputSlice[2]
+			allCompNSPaths, isFuzzy, err := getKeyBySpecificsLevel(ctx, rdb, inputSliceLen, specificalStation)
+			recommandResults := combineQueryResultByInput(inputSliceLen, inputSlice, allCompNSPaths)
+			return recommandResults, isFuzzy, err
+		}
+
+		compTagExists, err := rdb.SIsMember(ctx, constants.RedisAllCompTagSetKey, compTagSearchInput).Result()
+		if err != nil {
+			logger.Error(ctx, "check component tag key exist failed ", "component_tag_key", compTagSearchInput, "error", err)
+			return []string{}, false, err
+		}
+
+		if compTagExists {
+			return []string{"."}, false, err
+		}
+
+		// start grid fuzzy search
+		searchInput := compTagSearchInput
+		searchInputLen := len(searchInput)
+		for searchInputLen != 0 && !compTagExists {
+			results, err := ac.SuggestOpts(searchInput, redisearch.SuggestOptions{
+				Num:          math.MaxInt16,
+				Fuzzy:        true,
+				WithScores:   false,
+				WithPayloads: false,
+			})
+			if err != nil {
+				logger.Error(ctx, "query component tag key by redis fuzzy search failed", "query_key", searchInput, "error", err)
+				return []string{}, false, err
+			}
+
+			if len(results) == 0 {
+				// TODO 考虑使用其他方式代替 for 循环退一字节的查询方式
+				searchInput = searchInput[:len(searchInput)-1]
+				searchInputLen = len(searchInput)
+				continue
+			}
+
+			var recommends []string
+			for _, result := range results {
+				termSlice := strings.Split(result.Term, ".")
+				if len(termSlice) <= inputSliceLen {
+					recommends = append(recommends, result.Term)
+				}
+			}
+			// return fuzzy search results
+			return combineQueryResultByInput(inputSliceLen, inputSlice, recommends), true, nil
+		}
+	case 6:
+		// configuration search
+		// TODO 优化
+		configSearchInput := inputSlice[5]
+		if configSearchInput == "" {
+			allCompNSPaths, isFuzzy, err := getKeyBySpecificsLevel(ctx, rdb, inputSliceLen, "")
+			recommandResults := combineQueryResultByInput(inputSliceLen, inputSlice, allCompNSPaths)
+			return recommandResults, isFuzzy, err
+		}
+
+		configExists, err := rdb.SIsMember(ctx, constants.RedisAllConfigSetKey, configSearchInput).Result()
+		if err != nil {
+			logger.Error(ctx, "check config key exist failed ", "config_key", configSearchInput, "error", err)
+			return []string{}, false, err
+		}
+
+		if configExists {
+			return []string{"."}, false, err
+		}
+
+		// start grid fuzzy search
+		searchInput := configSearchInput
+		searchInputLen := len(searchInput)
+		for searchInputLen != 0 && !configExists {
+			results, err := ac.SuggestOpts(searchInput, redisearch.SuggestOptions{
+				Num:          math.MaxInt16,
+				Fuzzy:        true,
+				WithScores:   false,
+				WithPayloads: false,
+			})
+			if err != nil {
+				logger.Error(ctx, "query config key by redis fuzzy search failed", "query_key", searchInput, "error", err)
+				return []string{}, false, err
+			}
+
+			if len(results) == 0 {
+				// TODO 考虑使用其他方式代替 for 循环退一字节的查询方式
+				searchInput = searchInput[:len(searchInput)-1]
+				searchInputLen = len(searchInput)
+				continue
+			}
+
+			var recommends []string
+			for _, result := range results {
+				termSlice := strings.Split(result.Term, ".")
+				if len(termSlice) <= inputSliceLen {
+					recommends = append(recommends, result.Term)
+				}
+			}
+			// return fuzzy search results
+			return combineQueryResultByInput(inputSliceLen, inputSlice, recommends), true, nil
+		}
+	case 7:
+		// measurement search
+		measSearchInput := inputSlice[6]
+		if measSearchInput == "" {
+			// use compoent tag for redis unique key prefix
+			specificalCompTag := inputSlice[4]
+			allMeasTags, isFuzzy, err := getKeyBySpecificsLevel(ctx, rdb, inputSliceLen, specificalCompTag)
+			recommandResults := combineQueryResultByInput(inputSliceLen, inputSlice, allMeasTags)
+			return recommandResults, isFuzzy, err
+		}
+
+		measTagExists, err := rdb.SIsMember(ctx, constants.RedisAllMeasTagSetKey, measSearchInput).Result()
+		if err != nil {
+			logger.Error(ctx, "check component tag key exist failed ", "component_tag_key", measSearchInput, "error", err)
+			return []string{}, false, err
+		}
+
+		if measTagExists {
+			return []string{"."}, false, err
+		}
+
+		// start measurement tag fuzzy search
+		searchInput := measSearchInput
+		searchInputLen := len(searchInput)
+		for searchInputLen != 0 && !measTagExists {
+			results, err := ac.SuggestOpts(searchInput, redisearch.SuggestOptions{
+				Num:          math.MaxInt16,
+				Fuzzy:        true,
+				WithScores:   false,
+				WithPayloads: false,
+			})
+			if err != nil {
+				logger.Error(ctx, "query measurement tag key by redis fuzzy search failed", "query_key", searchInput, "error", err)
+				return []string{}, false, err
+			}
+
+			if len(results) == 0 {
+				// TODO 考虑使用其他方式代替 for 循环退一字节的查询方式
+				searchInput = searchInput[:len(searchInput)-1]
+				searchInputLen = len(searchInput)
+				continue
+			}
+
+			var recommends []string
+			for _, result := range results {
+				termSlice := strings.Split(result.Term, ".")
+				if len(termSlice) <= inputSliceLen {
+					recommends = append(recommends, result.Term)
+				}
+			}
+			// return fuzzy search results
+			return combineQueryResultByInput(inputSliceLen, inputSlice, recommends), true, nil
+		}
+	default:
+		logger.Error(ctx, "unsupport length of search input", "input_len", inputSliceLen)
+		return []string{}, false, nil
 	}
 	return []string{}, false, nil
 }
-
-func getAllGridKeys(ctx context.Context, setKey string) ([]string, bool, error) {
-	// 从redis set 中获取所有的 grid key
-	gridSets := diagram.NewRedisSet(ctx, setKey, 10, true)
-	keys, err := gridSets.SMembers("grid_keys")
-	if err != nil {
-		return []string{}, false, fmt.Errorf("get all root keys failed, error: %v", err)
-	}
-	return keys, false, nil
-}
-
-func getSpecificZoneKeys(ctx context.Context, input string) ([]string, bool, error) {
-	setKey := fmt.Sprintf(constants.RedisSpecGridZoneSetKey, input)
-	// TODO 从redis set 中获取指定 grid 下的 zone key
-	zoneSets := diagram.NewRedisSet(ctx, setKey, 10, true)
-	keys, err := zoneSets.SMembers(setKey)
-	if err != nil {
-		return []string{}, false, fmt.Errorf("get all root keys failed, error: %v", err)
-	}
-	var results []string
-	for _, key := range keys {
-		result := input + "." + key
-		results = append(results, result)
-	}
-	return results, false, nil
-}
-
-func getConstantsKeyByLength(inputLen int) string {
-	switch inputLen {
-	case 1:
-		return constants.RedisAllGridSetKey
-	case 2:
-		return constants.RedisAllZoneSetKey
-	case 3:
-		return constants.RedisAllStationSetKey
-	case 4:
-		return constants.RedisAllComponentSetKey
-	default:
-		return constants.RedisAllGridSetKey
-	}
-}
-
-func getCombinedConstantsKeyByLength(key string, inputLen int) string {
-	switch inputLen {
-	case 2:
-		return fmt.Sprintf(constants.RedisSpecGridZoneSetKey, key)
-	case 3:
-		return fmt.Sprintf(constants.RedisSpecZoneStationSetKey, key)
-	case 4:
-		return fmt.Sprintf(constants.RedisSpecStationComponentSetKey, key)
-	default:
-		return constants.RedisAllGridSetKey
-	}
-}
-
-// GetLongestCommonPrefixLength define func of get longest common prefix length between two strings
-func GetLongestCommonPrefixLength(input string, recommendResult string) int {
-	if input == "" {
-		return 0
-	}
-
-	minLen := min(len(input), len(recommendResult))
-
-	for i := range minLen {
-		if input[i] != recommendResult[i] {
-			return i
-		}
-	}
-	return minLen
-}

network/circuit_diagram_create_request.go

@@ -23,18 +23,32 @@ type TopologicUUIDCreateInfo struct {
 	Comment  string    `json:"comment"`
 }
 
-// ComponentCreateInfo defines circuit diagram component create index info
+// ComponentCreateInfo defines circuit diagram component create info
 type ComponentCreateInfo struct {
-	UUID      string `json:"uuid"`
-	Name      string `json:"name"`
-	Context   string `json:"context"`
-	GridID    int64  `json:"grid_id"`
-	ZoneID    int64  `json:"zone_id"`
-	StationID int64  `json:"station_id"`
-	PageID    int64  `json:"page_id"`
-	Tag       string `json:"tag"`
-	Params    string `json:"params"`
-	Op        int    `json:"op"`
+	UUID      string         `json:"uuid"`
+	Name      string         `json:"name"`
+	Context   map[string]any `json:"context"`
+	GridID    int64          `json:"grid_id"`
+	ZoneID    int64          `json:"zone_id"`
+	StationID int64          `json:"station_id"`
+	PageID    int64          `json:"page_id"`
+	Tag       string         `json:"tag"`
+	Params    string         `json:"params"`
+	Op        int            `json:"op"`
+}
+
+// MeasurementCreateInfo defines circuit diagram measurement create info
+type MeasurementCreateInfo struct {
+	UUID      string         `json:"uuid"`
+	Name      string         `json:"name"`
+	Context   map[string]any `json:"context"`
+	GridID    int64          `json:"grid_id"`
+	ZoneID    int64          `json:"zone_id"`
+	StationID int64          `json:"station_id"`
+	PageID    int64          `json:"page_id"`
+	Tag       string         `json:"tag"`
+	Params    string         `json:"params"`
+	Op        int            `json:"op"`
 }
 
 // CircuitDiagramCreateRequest defines request params of circuit diagram create api

network/circuit_diagram_update_request.go

@@ -36,16 +36,16 @@ type TopologicUUIDChangeInfos struct {
 
 // ComponentUpdateInfo defines circuit diagram component params info
 type ComponentUpdateInfo struct {
-	ID        int64  `json:"id"`
-	UUID      string `json:"uuid"`
-	Name      string `json:"name"`
-	Context   string `json:"context"`
-	GridID    int64  `json:"grid_id"`
-	ZoneID    int64  `json:"zone_id"`
-	StationID int64  `json:"station_id"`
-	Params    string `json:"params"`
-	Op        int    `json:"op"`
-	Tag       string `json:"tag"`
+	ID        int64          `json:"id"`
+	UUID      string         `json:"uuid"`
+	Name      string         `json:"name"`
+	Context   map[string]any `json:"context"`
+	GridID    int64          `json:"grid_id"`
+	ZoneID    int64          `json:"zone_id"`
+	StationID int64          `json:"station_id"`
+	Params    string         `json:"params"`
+	Op        int            `json:"op"`
+	Tag       string         `json:"tag"`
 }
 
 // CircuitDiagramUpdateRequest defines request params of circuit diagram update api

network/measurement_request.go

@@ -7,7 +7,16 @@ type MeasurementGetRequest struct {
 	MeasurementToken string `json:"token" example:"some-token"`
 }
 
+// MeasurementLinkRequest defines the request payload for process an measurement link
+type MeasurementLinkRequest struct {
+	// required: true
+	MeasurementID int64 `json:"measurement_id" example:"1001"`
+	// required: true
+	// enum: [add, del]
+	Action string `json:"action" example:"add"`
+}
+
 // MeasurementRecommendRequest defines the request payload for an measurement recommend
 type MeasurementRecommendRequest struct {
-	Input string `json:"input" example:"trans"`
+	Input string `form:"input,omitempty" example:"grid1"`
 }

network/real_time_data_receive_request.go

@@ -0,0 +1,26 @@
+// Package network define struct of network operation
+package network
+
+// RealTimeDataReceiveRequest defines request params of real time data receive api
+type RealTimeDataReceiveRequest struct {
+	PayLoad RealTimeDataReceivePayload `json:"payload"`
+}
+
+// RealTimeDataReceivePayload defines request payload of real time data receive api
+type RealTimeDataReceivePayload struct {
+	ComponentUUID string              `json:"component_uuid"`
+	Point         string              `json:"point"`
+	Values        []RealTimeDataPoint `json:"values"`
+}
+
+// RealTimeDataPoint define struct of real time data point
+type RealTimeDataPoint struct {
+	Time  int64   `json:"time" example:"1678886400"`
+	Value float64 `json:"value" example:"123.1"`
+}
+
+// RealTimeDataPayload define struct of real time data payload
+type RealTimeDataPayload struct {
+	// TODO 增加example tag
+	RealTimeDataPoints []RealTimeDataPoint `json:"sub_pos" swaggertype:"object"`
+}

network/real_time_data_request.go

@@ -1,20 +1,48 @@
 // Package network define struct of network operation
 package network
 
-// RealTimeDataReceiveRequest defines request params of real time data receive api
-type RealTimeDataReceiveRequest struct {
-	PayLoad RealTimeDataReceivePayload `json:"payload"`
+// RealTimeQueryRequest define struct of real time data query request
+type RealTimeQueryRequest struct {
+	// required: true
+	// enum: [start, stop]
+	Action string `json:"action" example:"start" description:"请求的操作，例如 start/stop"`
+	// TODO 增加monitorID的example值说明
+	ClientID string `json:"client_id" example:"xxxx" description:"用于标识不同client的监控请求ID"`
+
+	// required: true
+	Measurements []RealTimeMeasurementItem `json:"measurements" description:"定义不同的数据采集策略和目标"`
 }
 
-// RealTimeDataReceivePayload defines request payload of real time data receive api
-type RealTimeDataReceivePayload struct {
-	ComponentUUID string                     `json:"component_uuid"`
-	Point         string                     `json:"point"`
-	Values        []RealTimeDataReceiveParam `json:"values"`
+// RealTimeSubRequest define struct of real time data subscription request
+type RealTimeSubRequest struct {
+	// required: true
+	// enum: [start, stop]
+	Action   string `json:"action" example:"start" description:"请求的操作，例如 start/stop"`
+	ClientID string `json:"client_id" example:"5d72f2d9-e33a-4f1b-9c76-88a44b9a953e" description:"用于标识不同client的监控请求ID"`
+	// required: true
+	Measurements []RealTimeMeasurementItem `json:"measurements" description:"定义不同的数据采集策略和目标"`
 }
 
-// RealTimeDataReceiveParam defines request param of real time data receive api
-type RealTimeDataReceiveParam struct {
-	Time  int64   `json:"time"`
-	Value float64 `json:"value"`
+// RealTimeMeasurementItem define struct of real time measurement item
+type RealTimeMeasurementItem struct {
+	Interval string   `json:"interval" example:"1" description:"数据采集的时间间隔（秒）"`
+	Targets  []string `json:"targets" example:"[\"grid1.zone1.station1.ns1.tag1.bay.I11_A_rms\",\"grid1.zone1.station1.ns1.tag1.tag1.bay.I11_B_rms\"]" description:"需要采集数据的测点或标签名称列表"`
+}
+
+// RealTimePullPayload define struct of pull real time data payload
+type RealTimePullPayload struct {
+	// required: true
+	Targets []RealTimePullTarget `json:"targets" example:"{\"targets\":[{\"id\":\"grid1.zone1.station1.ns1.tag1.bay.I11_A_rms\",\"datas\":[{\"time\":1736305467506000000,\"value\":1},{\"time\":1736305467506000000,\"value\":1}]},{\"id\":\"grid1.zone1.station1.ns1.tag1.bay.I11_B_rms\",\"datas\":[{\"time\":1736305467506000000,\"value\":1},{\"time\":1736305467506000000,\"value\":1}]}]}" description:"实时数据"`
+}
+
+// RealTimePullTarget define struct of pull real time data target
+type RealTimePullTarget struct {
+	ID    string             `json:"id" example:"grid1.zone1.station1.ns1.tag1.bay.I11_A_rms" description:"实时数据ID值"`
+	Datas []RealTimePullData `json:"datas" example:"[{\"time\":1736305467506000000,\"value\":220},{\"time\":1736305467506000000,\"value\":220}]" description:"实时数据值数组"`
+}
+
+// RealTimePullData define struct of pull real time data param
+type RealTimePullData struct {
+	Time  string  `json:"time" example:"1736305467506000000" description:"实时数据时间戳"`
+	Value float64 `json:"value" example:"220" description:"实时数据值"`
 }

network/response.go

@@ -5,14 +5,14 @@ package network
 type FailureResponse struct {
 	Code    int    `json:"code" example:"500"`
 	Msg     string `json:"msg" example:"failed to get recommend data from redis"`
-	PayLoad any    `json:"payload" swaggertype:"object"`
+	Payload any    `json:"payload" swaggertype:"object"`
 }
 
 // SuccessResponse define struct of standard successful API response format
 type SuccessResponse struct {
 	Code    int    `json:"code" example:"200"`
 	Msg     string `json:"msg" example:"success"`
-	PayLoad any    `json:"payload" swaggertype:"object"`
+	Payload any    `json:"payload" swaggertype:"object"`
 }
 
 // MeasurementRecommendPayload define struct of represents the data payload for the successful recommendation response.
@@ -20,5 +20,17 @@ type MeasurementRecommendPayload struct {
 	Input           string   `json:"input" example:"transformfeeder1_220."`
 	Offset          int      `json:"offset" example:"21"`
 	RecommendedList []string `json:"recommended_list" example:"[\"I_A_rms\", \"I_B_rms\",\"I_C_rms\"]"`
-	// RecommendedList []string `json:"recommended_list"`
+}
+
+// TargetResult define struct of target item in real time data subscription response payload
+type TargetResult struct {
+	ID   string `json:"id" example:"grid1.zone1.station1.ns1.tag1.transformfeeder1_220.I_A_rms"`
+	Code string `json:"code" example:"1001"`
+	Msg  string `json:"msg" example:"subscription success"`
+}
+
+// RealTimeSubPayload define struct of real time data subscription request
+type RealTimeSubPayload struct {
+	ClientID      string         `json:"client_id" example:"5d72f2d9-e33a-4f1b-9c76-88a44b9a953e" description:"用于标识不同client的监控请求ID"`
+	TargetResults []TargetResult `json:"targets"`
 }

orm/circuit_diagram_bay.go

@@ -9,62 +9,35 @@ import (
 
 // Bay structure define abstracted info set of electrical bay
 type Bay struct {
-	BayUUID        uuid.UUID              `gorm:"column:BAY_UUID;type:uuid;primaryKey;default:gen_random_uuid()"`
-	Name           string                 `gorm:"column:NAME;size:64;not null;default:''"`
-	Type           string                 `gorm:"column:TYPE;size:64;not null;default:''"`
-	Unom           float64                `gorm:"column:UNOM;not null;default:-1"`
-	Fla            float64                `gorm:"column:FLA;not null;default:-1"`
-	Capacity       float64                `gorm:"column:CAPACITY;not null;default:-1"`
-	Description    string                 `gorm:"column:DESCRIPTION;size:512;not null;default:''"`
-	InService      bool                   `gorm:"column:IN_SERVICE;not null;default:false"`
-	State          int                    `gorm:"column:STATE;not null;default:-1"`
-	Grid           string                 `gorm:"column:GRID;size:64;not null;default:''"`
-	Zone           string                 `gorm:"column:ZONE;size:64;not null;default:''"`
-	Station        string                 `gorm:"column:STATION;size:64;not null;default:''"`
-	Business       map[string]interface{} `gorm:"column:BUSINESS;type:jsonb;not null;default:'{}'"`
-	Context        map[string]interface{} `gorm:"column:CONTEXT;type:jsonb;not null;default:'{}'"`
-	FromUUIDs      []uuid.UUID            `gorm:"column:FROM_UUIDS;type:jsonb;not null;default:'[]'"`
-	ToUUIDs        []uuid.UUID            `gorm:"column:TO_UUIDS;type:jsonb;not null;default:'[]'"`
-	DevProtect     []interface{}          `gorm:"column:DEV_PROTECT;type:jsonb;not null;default:'[]'"`
-	DevFaultRecord []interface{}          `gorm:"column:DEV_FAULT_RECORD;type:jsonb;not null;default:'[]'"`
-	DevStatus      []interface{}          `gorm:"column:DEV_STATUS;type:jsonb;not null;default:'[]'"`
-	DevDynSense    []interface{}          `gorm:"column:DEV_DYN_SENSE;type:jsonb;not null;default:'[]'"`
-	DevInstruct    []interface{}          `gorm:"column:DEV_INSTRUCT;type:jsonb;not null;default:'[]'"`
-	DevEtc         []interface{}          `gorm:"column:DEV_ETC;type:jsonb;not null;default:'[]'"`
-	Components     []uuid.UUID            `gorm:"column:COMPONENTS;type:uuid[];not null;default:'{}'"`
-	Op             int                    `gorm:"column:OP;not null;default:-1"`
-	Ts             time.Time              `gorm:"column:TS;type:timestamptz;not null;default:CURRENT_TIMESTAMP"`
+	BayUUID        uuid.UUID   `gorm:"column:bay_uuid;type:uuid;primaryKey;default:gen_random_uuid()"`
+	Name           string      `gorm:"column:name;size:64;not null;default:''"`
+	Tag            string      `gorm:"column:tag;size:32;not null;default:''"`
+	Type           string      `gorm:"column:type;size:64;not null;default:''"`
+	Unom           float64     `gorm:"column:unom;not null;default:-1"`
+	Fla            float64     `gorm:"column:fla;not null;default:-1"`
+	Capacity       float64     `gorm:"column:capacity;not null;default:-1"`
+	Description    string      `gorm:"column:description;size:512;not null;default:''"`
+	InService      bool        `gorm:"column:in_service;not null;default:false"`
+	State          int         `gorm:"column:state;not null;default:-1"`
+	Grid           string      `gorm:"column:grid;size:64;not null;default:''"`
+	Zone           string      `gorm:"column:zone;size:64;not null;default:''"`
+	Station        string      `gorm:"column:station;size:64;not null;default:''"`
+	Business       JSONMap     `gorm:"column:business;type:jsonb;not null;default:'{}'"`
+	Context        JSONMap     `gorm:"column:context;type:jsonb;not null;default:'{}'"`
+	FromUUIDs      []uuid.UUID `gorm:"column:from_uuids;type:jsonb;not null;default:'[]'"`
+	ToUUIDs        []uuid.UUID `gorm:"column:to_uuids;type:jsonb;not null;default:'[]'"`
+	DevProtect     JSONMap     `gorm:"column:dev_protect;type:jsonb;not null;default:'[]'"`
+	DevFaultRecord JSONMap     `gorm:"column:dev_fault_record;type:jsonb;not null;default:'[]'"`
+	DevStatus      JSONMap     `gorm:"column:dev_status;type:jsonb;not null;default:'[]'"`
+	DevDynSense    JSONMap     `gorm:"column:dev_dyn_sense;type:jsonb;not null;default:'[]'"`
+	DevInstruct    JSONMap     `gorm:"column:dev_instruct;type:jsonb;not null;default:'[]'"`
+	DevEtc         JSONMap     `gorm:"column:dev_etc;type:jsonb;not null;default:'[]'"`
+	Components     []uuid.UUID `gorm:"column:components;type:uuid[];not null;default:'{}'"`
+	Op             int         `gorm:"column:op;not null;default:-1"`
+	Ts             time.Time   `gorm:"column:ts;type:timestamptz;not null;default:CURRENT_TIMESTAMP"`
 }
 
 // TableName func respresent return table name of Bay
-func (Bay) TableName() string {
-	return "BAY"
+func (b *Bay) TableName() string {
+	return "bay"
 }
-
-// CREATE TABLE PUBLIC.BAY (
-//     BAY_UUID UUID PRIMARY KEY DEFAULT GEN_RANDOM_UUID(),
-//   	NAME VARCHAR(64) NOT NULL DEFAULT '',
-//   	TYPE VARCHAR(64) NOT NULL DEFAULT '',
-//     UNOM DOUBLE PRECISION NOT NULL DEFAULT -1,
-//     FLA DOUBLE PRECISION NOT NULL DEFAULT -1,
-//     CAPACITY DOUBLE PRECISION NOT NULL DEFAULT -1,
-//     DESCRIPTION VARCHAR(512) NOT NULL DEFAULT '',
-//     IN_SERVICE BOOLEAN NOT NULL DEFAULT FALSE,
-//     STATE INTEGER NOT NULL DEFAULT -1,
-//     GRID VARCHAR(64) NOT NULL DEFAULT '',
-//     ZONE VARCHAR(64) NOT NULL DEFAULT '',
-//     STATION VARCHAR(64) NOT NULL DEFAULT '',
-//     BUSINESS JSONB NOT NULL DEFAULT '{}', -- for Server
-//     CONTEXT JSONB NOT NULL DEFAULT '{}', -- for UI
-//   	FROM_UUIDS JSONB NOT NULL DEFAULT '[]', -- uuids
-//   	TO_UUIDS JSONB NOT NULL DEFAULT '[]', -- uuids
-//     DEV_PROTECT JSONB NOT NULL DEFAULT '[]', -- devices
-//     DEV_FAULT_RECORD JSONB NOT NULL DEFAULT '[]', -- devices
-//     DEV_STATUS JSONB NOT NULL DEFAULT '[]', -- devices
-//     DEV_DYN_SENSE JSONB NOT NULL DEFAULT '[]', -- devices
-//     DEV_INSTRUCT JSONB NOT NULL DEFAULT '[]', -- devices
-//     DEV_ETC JSONB NOT NULL DEFAULT '[]', -- devices
-//     COMPONENTS UUID[] NOT NULL DEFAULT '{}',
-//     OP INTEGER NOT NULL DEFAULT -1,
-//     TS TIMESTAMPTZ NOT NULL DEFAULT CURRENT_TIMESTAMP
-// );

orm/circuit_diagram_component.go

@@ -9,27 +9,27 @@ import (
 
 // Component structure define abstracted info set of electrical component
 type Component struct {
-	GlobalUUID  uuid.UUID              `gorm:"column:GLOBAL_UUID;primaryKey"`
-	NsPath      string                 `gorm:"column:NSPATH"`
-	Tag         string                 `gorm:"column:TAG"`
-	Name        string                 `gorm:"column:NAME"`
-	ModelName   string                 `gorm:"column:MODEL_NAME"`
-	Description string                 `gorm:"column:DESCRIPTION"`
-	GridID      string                 `gorm:"column:GRID"`
-	ZoneID      string                 `gorm:"column:ZONE"`
-	StationID   string                 `gorm:"column:STATION"`
-	Type        int                    `gorm:"column:TYPE"`
-	InService   bool                   `gorm:"column:IN_SERVICE"`
-	State       int                    `gorm:"column:STATE"`
-	Status      int                    `gorm:"column:STATUS"`
-	Connection  map[string]interface{} `gorm:"column:CONNECTION;type:jsonb;default:'{}'"`
-	Label       map[string]interface{} `gorm:"column:LABEL;type:jsonb;default:'{}'"`
-	Context     string                 `gorm:"column:CONTEXT"`
-	Op          int                    `gorm:"column:OP"`
-	Ts          time.Time              `gorm:"column:TS"`
+	GlobalUUID  uuid.UUID `gorm:"column:global_uuid;primaryKey"`
+	NsPath      string    `gorm:"column:nspath"`
+	Tag         string    `gorm:"column:tag"`
+	Name        string    `gorm:"column:name"`
+	ModelName   string    `gorm:"column:model_name"`
+	Description string    `gorm:"column:description"`
+	GridTag     string    `gorm:"column:grid"`
+	ZoneTag     string    `gorm:"column:zone"`
+	StationTag  string    `gorm:"column:station"`
+	Type        int       `gorm:"column:type"`
+	InService   bool      `gorm:"column:in_service"`
+	State       int       `gorm:"column:state"`
+	Status      int       `gorm:"column:status"`
+	Connection  JSONMap   `gorm:"column:connection;type:jsonb;default:'{}'"`
+	Label       JSONMap   `gorm:"column:label;type:jsonb;default:'{}'"`
+	Context     JSONMap   `gorm:"column:context;type:jsonb;default:'{}'"`
+	Op          int       `gorm:"column:op"`
+	Ts          time.Time `gorm:"column:ts"`
 }
 
 // TableName func respresent return table name of Component
 func (c *Component) TableName() string {
-	return "COMPONENT"
+	return "component"
 }

orm/circuit_diagram_grid.go

@@ -7,15 +7,15 @@ import (
 
 // Grid structure define abstracted info set of electrical grid
 type Grid struct {
-	ID          int64     `gorm:"column:ID;primaryKey"`
-	TAGNAME     string    `gorm:"column:TAGNAME"`
-	Name        string    `gorm:"column:NAME"`
-	Description string    `gorm:"column:DESCRIPTION"`
-	Op          int       `gorm:"column:OP"`
-	Ts          time.Time `gorm:"column:TS"`
+	ID          int64     `gorm:"column:id;primaryKey"`
+	TAGNAME     string    `gorm:"column:tagname"`
+	Name        string    `gorm:"column:name"`
+	Description string    `gorm:"column:description"`
+	Op          int       `gorm:"column:op"`
+	Ts          time.Time `gorm:"column:ts"`
 }
 
 // TableName func respresent return table name of Grid
 func (g *Grid) TableName() string {
-	return "GRID"
+	return "grid"
 }

orm/circuit_diagram_measurement.go

@@ -9,20 +9,20 @@ import (
 
 // Measurement structure define abstracted info set of electrical measurement
 type Measurement struct {
-	ID            int64                  `gorm:"column:ID;primaryKey;autoIncrement"`
-	Tag           string                 `gorm:"column:TAG;size:64;not null;default:''"`
-	Name          string                 `gorm:"column:NAME;size:64;not null;default:''"`
-	Type          int16                  `gorm:"column:TYPE;not null;default:-1"`
-	Size          int                    `gorm:"column:SIZE;not null;default:-1"`
-	DataSource    map[string]interface{} `gorm:"column:DATA_SOURCE;type:jsonb;not null;default:'{}'"`
-	EventPlan     map[string]interface{} `gorm:"column:EVENT_PLAN;type:jsonb;not null;default:'{}'"`
-	BayUUID       uuid.UUID              `gorm:"column:BAY_UUID;type:uuid;not null"`
-	ComponentUUID uuid.UUID              `gorm:"column:COMPONENT_UUID;type:uuid;not null"`
-	Op            int                    `gorm:"column:OP;not null;default:-1"`
-	Ts            time.Time              `gorm:"column:TS;type:timestamptz;not null;default:CURRENT_TIMESTAMP"`
+	ID            int64     `gorm:"column:id;primaryKey;autoIncrement"`
+	Tag           string    `gorm:"column:tag;size:64;not null;default:''"`
+	Name          string    `gorm:"column:name;size:64;not null;default:''"`
+	Type          int16     `gorm:"column:type;not null;default:-1"`
+	Size          int       `gorm:"column:size;not null;default:-1"`
+	DataSource    JSONMap   `gorm:"column:data_source;type:jsonb;not null;default:'{}'"`
+	EventPlan     JSONMap   `gorm:"column:event_plan;type:jsonb;not null;default:'{}'"`
+	BayUUID       uuid.UUID `gorm:"column:bay_uuid;type:uuid;not null"`
+	ComponentUUID uuid.UUID `gorm:"column:component_uuid;type:uuid;not null"`
+	Op            int       `gorm:"column:op;not null;default:-1"`
+	Ts            time.Time `gorm:"column:ts;type:timestamptz;not null;default:CURRENT_TIMESTAMP"`
 }
 
 // TableName func respresent return table name of Measurement
 func (Measurement) TableName() string {
-	return "MEASUREMENT"
+	return "measurement"
 }

orm/circuit_diagram_page.go

@@ -5,17 +5,17 @@ import "time"
 
 // Page structure define circuit diagram page info set
 type Page struct {
-	ID          int64                  `gorm:"column:ID;primaryKey"`
-	Tag         string                 `gorm:"column:TAG"`
-	Name        string                 `gorm:"column:NAME"`
-	Label       map[string]interface{} `gorm:"column:LABEL;type:jsonb;default:'{}'"`
-	Context     map[string]interface{} `gorm:"column:CONTEXT;type:jsonb;default:'{}'"`
-	Description string                 `gorm:"column:DESCRIPTION"`
-	Op          int                    `gorm:"column:OP"`
-	Ts          time.Time              `gorm:"column:TS"`
+	ID          int64     `gorm:"column:id;primaryKey"`
+	Tag         string    `gorm:"column:tag"`
+	Name        string    `gorm:"column:name"`
+	Label       JSONMap   `gorm:"column:label;type:jsonb;default:'{}'"`
+	Context     JSONMap   `gorm:"column:context;type:jsonb;default:'{}'"`
+	Description string    `gorm:"column:description"`
+	Op          int       `gorm:"column:op"`
+	Ts          time.Time `gorm:"column:ts"`
 }
 
 // TableName func respresent return table name of Page
 func (p *Page) TableName() string {
-	return "PAGE"
+	return "page"
 }

orm/circuit_diagram_station.go

@@ -7,17 +7,17 @@ import (
 
 // Station structure define abstracted info set of electrical Station
 type Station struct {
-	ID          int64     `gorm:"column:ID;primaryKey"`
-	ZoneID      int64     `gorm:"column:ZONE_ID"`
-	TAGNAME     string    `gorm:"column:TAGNAME"`
-	Name        string    `gorm:"column:NAME"`
-	Description string    `gorm:"column:DESCRIPTION"`
-	IsLocal     bool      `gorm:"column:IS_LOCAL"`
-	Op          int       `gorm:"column:OP"`
-	Ts          time.Time `gorm:"column:TS"`
+	ID          int64     `gorm:"column:id;primaryKey"`
+	ZoneID      int64     `gorm:"column:zone_id"`
+	TAGNAME     string    `gorm:"column:tagname"`
+	Name        string    `gorm:"column:name"`
+	Description string    `gorm:"column:description"`
+	IsLocal     bool      `gorm:"column:is_local"`
+	Op          int       `gorm:"column:op"`
+	Ts          time.Time `gorm:"column:ts"`
 }
 
 // TableName func respresent return table name of Station
 func (s *Station) TableName() string {
-	return "STATION"
+	return "station"
 }

orm/circuit_diagram_topologic.go

@@ -1,18 +1,25 @@
 // Package orm define database data struct
 package orm
 
-import "github.com/gofrs/uuid"
+import (
+	"time"
+
+	"github.com/gofrs/uuid"
+)
 
 // Topologic structure define topologic info set of circuit diagram
 type Topologic struct {
-	ID       int64     `gorm:"column:id"`
-	Flag     int       `gorm:"column:flag"`
-	UUIDFrom uuid.UUID `gorm:"column:uuid_from"`
-	UUIDTo   uuid.UUID `gorm:"column:uuid_to"`
-	Comment  string    `gorm:"column:comment"`
+	ID          int64     `gorm:"column:id"`
+	UUIDFrom    uuid.UUID `gorm:"column:uuid_from"`
+	UUIDTo      uuid.UUID `gorm:"column:uuid_to"`
+	Context     JSONMap   `gorm:"column:context;type:jsonb;default:'{}'"`
+	Flag        int       `gorm:"column:flag"`
+	Description string    `gorm:"column:description;size:512;not null;default:''"`
+	Op          int       `gorm:"column:op;not null;default:-1"`
+	Ts          time.Time `gorm:"column:ts;type:timestamptz;not null;default:CURRENT_TIMESTAMP"`
 }
 
 // TableName func respresent return table name of Page
 func (t *Topologic) TableName() string {
-	return "Topologic"
+	return "topologic"
 }

orm/circuit_diagram_zone.go

@@ -7,16 +7,16 @@ import (
 
 // Zone structure define abstracted info set of electrical zone
 type Zone struct {
-	ID          int64     `gorm:"column:ID;primaryKey"`
-	GridID      int64     `gorm:"column:GRID_ID"`
-	TAGNAME     string    `gorm:"column:TAGNAME"`
-	Name        string    `gorm:"column:NAME"`
-	Description string    `gorm:"column:DESCRIPTION"`
-	Op          int       `gorm:"column:OP"`
-	Ts          time.Time `gorm:"column:TS"`
+	ID          int64     `gorm:"column:id;primaryKey"`
+	GridID      int64     `gorm:"column:grid_id"`
+	TAGNAME     string    `gorm:"column:tagname"`
+	Name        string    `gorm:"column:name"`
+	Description string    `gorm:"column:description"`
+	Op          int       `gorm:"column:op"`
+	Ts          time.Time `gorm:"column:ts"`
 }
 
 // TableName func respresent return table name of Zone
 func (z *Zone) TableName() string {
-	return "ZONE"
+	return "zone"
 }

orm/jsonb_serializer.go

@@ -0,0 +1,38 @@
+// Package orm define database data struct
+package orm
+
+import (
+	"database/sql/driver"
+	"encoding/json"
+	"errors"
+)
+
+// JSONMap define struct of implements the sql.Scanner and driver.Valuer interfaces for handling JSONB fields
+type JSONMap map[string]any
+
+// Value define func to convert the JSONMap to driver.Value([]byte) for writing to the database
+func (j JSONMap) Value() (driver.Value, error) {
+	if j == nil {
+		return nil, nil
+	}
+	return json.Marshal(j)
+}
+
+// Scan define to scanned values([]bytes) in the database and parsed into a JSONMap for data retrieval
+func (j *JSONMap) Scan(value any) error {
+	if value == nil {
+		*j = nil
+		return nil
+	}
+
+	var source []byte
+	switch v := value.(type) {
+	case []byte:
+		source = v
+	case string:
+		source = []byte(v)
+	default:
+		return errors.New("unsupported data type for JSONMap Scan")
+	}
+	return json.Unmarshal(source, j)
+}

real-time-data/compute_analyzer.go

@@ -0,0 +1,342 @@
+// Package realtimedata define real time data operation functions
+package realtimedata
+
+import (
+	"context"
+	"errors"
+	"fmt"
+	"strings"
+
+	"modelRT/constants"
+	"modelRT/logger"
+	"modelRT/real-time-data/event"
+)
+
+// RealTimeAnalyzer define interface general methods for real-time data analysis and event triggering
+type RealTimeAnalyzer interface {
+	AnalyzeAndTriggerEvent(ctx context.Context, conf *ComputeConfig, realTimeValues []float64)
+}
+
+// teEventThresholds define struct of store the telemetry float point threshold parsed from conf field cause
+type teEventThresholds struct {
+	up           float64
+	upup         float64
+	down         float64
+	downdown     float64
+	isFloatCause bool
+}
+
+// parseTEThresholds define func to parse telemetry thresholds by casue map
+func parseTEThresholds(cause map[string]any) (teEventThresholds, error) {
+	t := teEventThresholds{}
+	floatKeys := map[string]*float64{
+		"upup":     &t.upup,
+		"up":       &t.up,
+		"down":     &t.down,
+		"downdown": &t.downdown,
+	}
+
+	for key, ptr := range floatKeys {
+		if value, exists := cause[key]; exists {
+			if floatVal, ok := value.(float64); ok {
+				*ptr = floatVal
+				t.isFloatCause = true
+			} else {
+				return teEventThresholds{}, fmt.Errorf("key:%s type is incorrect. expected float64, actual %T", key, value)
+			}
+		}
+	}
+
+	// quickly check mutual exclusion
+	if _, exists := cause["edge"]; exists && t.isFloatCause {
+		return teEventThresholds{}, errors.New("cause config error: 'up/down' keys and 'edge' key are mutually exclusive, but both found")
+	}
+	return t, nil
+}
+
+// getTEBreachType define func to determine which type of out-of-limit the telemetry real time data belongs to
+func getTEBreachType(value float64, t teEventThresholds) string {
+	if t.upup > 0 && value > t.upup {
+		return constants.TelemetryUpUpLimit
+	}
+	if t.up > 0 && value > t.up {
+		return constants.TelemetryUpLimit
+	}
+	if t.downdown > 0 && value < t.downdown {
+		return constants.TelemetryDownDownLimit
+	}
+	if t.down > 0 && value < t.down {
+		return constants.TelemetryDownLimit
+	}
+	return ""
+}
+
+// TEAnalyzer define struct of store the thresholds required for telemetry and implements the analysis logic.
+type TEAnalyzer struct {
+	Thresholds teEventThresholds
+}
+
+// AnalyzeAndTriggerEvent define func to implemented the RealTimeAnalyzer interface
+func (t *TEAnalyzer) AnalyzeAndTriggerEvent(ctx context.Context, conf *ComputeConfig, realTimeValues []float64) {
+	analyzeTEDataLogic(ctx, conf, t.Thresholds, realTimeValues)
+}
+
+// analyzeTEDataLogic define func to processing telemetry data and event triggering
+func analyzeTEDataLogic(ctx context.Context, conf *ComputeConfig, thresholds teEventThresholds, realTimeValues []float64) {
+	windowSize := conf.minBreachCount
+	if windowSize <= 0 {
+		logger.Error(ctx, "variable minBreachCount is invalid or zero, analysis skipped", "minBreachCount", windowSize)
+		return
+	}
+
+	// mark whether any events have been triggered in this batch
+	var eventTriggered bool
+	breachTriggers := map[string]bool{
+		"up": false, "upup": false, "down": false, "downdown": false,
+	}
+
+	// implement slide window to determine breach counts
+	for i := 0; i <= len(realTimeValues)-windowSize; i++ {
+		window := realTimeValues[i : i+windowSize]
+		firstValueBreachType := getTEBreachType(window[0], thresholds)
+
+		if firstValueBreachType == "" {
+			continue
+		}
+
+		allMatch := true
+		for j := 1; j < windowSize; j++ {
+			currentValueBreachType := getTEBreachType(window[j], thresholds)
+			if currentValueBreachType != firstValueBreachType {
+				allMatch = false
+				break
+			}
+		}
+
+		if allMatch {
+			// in the case of a continuous sequence of out-of-limit events, check whether this type of event has already been triggered in the current batch of data
+			if !breachTriggers[firstValueBreachType] {
+				// trigger event
+				logger.Warn(ctx, "event triggered by sliding window", "breach_type", firstValueBreachType, "value", window[windowSize-1])
+
+				breachTriggers[firstValueBreachType] = true
+				eventTriggered = true
+			}
+		}
+	}
+
+	if eventTriggered {
+		command, content := genTEEventCommandAndContent(ctx, conf.Action)
+		// TODO 考虑 content 是否可以为空,先期不允许
+		if command == "" || content == "" {
+			logger.Error(ctx, "generate telemetry evnet command or content failed", "action", conf.Action, "command", command, "content", content)
+			return
+		}
+		event.TriggerEventAction(ctx, command, content)
+		return
+	}
+}
+
+func genTEEventCommandAndContent(ctx context.Context, action map[string]any) (command string, content string) {
+	cmdValue, exist := action["command"]
+	if !exist {
+		logger.Error(ctx, "can not find command variable into action map", "action", action)
+		return "", ""
+	}
+
+	commandStr, ok := cmdValue.(string)
+	if !ok {
+		logger.Error(ctx, "convert command to string type failed", "command", cmdValue, "type", fmt.Sprintf("%T", cmdValue))
+		return "", ""
+	}
+	command = commandStr
+
+	paramsValue, exist := action["parameters"]
+	if !exist {
+		logger.Error(ctx, "can not find parameters variable into action map", "action", action)
+		return command, ""
+	}
+
+	parameterSlice, ok := paramsValue.([]any)
+	if !ok {
+		logger.Error(ctx, "convert parameters to []any type failed", "parameters", paramsValue, "type", fmt.Sprintf("%T", paramsValue))
+		return command, ""
+	}
+
+	var builder strings.Builder
+	for i, parameter := range parameterSlice {
+		if i > 0 {
+			builder.WriteString(",")
+		}
+		parameterStr, ok := parameter.(string)
+		if !ok {
+			logger.Warn(ctx, "parameter type is incorrect, skip this parameter", "parameter", parameter, "type", fmt.Sprintf("%T", parameter))
+			continue
+		}
+		builder.WriteString(parameterStr)
+	}
+
+	return command, builder.String()
+}
+
+// tiEventThresholds define struct of store the telesignal float point threshold parsed from conf field cause
+type tiEventThresholds struct {
+	edge         string
+	isFloatCause bool
+}
+
+// parseTEThresholds define func to parse telesignal thresholds by casue map
+func parseTIThresholds(cause map[string]any) (tiEventThresholds, error) {
+	edgeKey := "edge"
+	t := tiEventThresholds{
+		isFloatCause: false,
+	}
+
+	if value, exists := cause[edgeKey]; exists {
+		if strVal, ok := value.(string); ok {
+			switch strVal {
+			case "raising", "falling":
+				t.edge = strVal
+				return t, nil
+			default:
+				return tiEventThresholds{}, fmt.Errorf("key:%s value is incorrect, actual value %s. expected 'raising' or 'falling'", edgeKey, strVal)
+			}
+		} else {
+			return tiEventThresholds{}, fmt.Errorf("key:%s already exists but type is incorrect. expected string, actual %T", edgeKey, value)
+		}
+	}
+
+	return tiEventThresholds{}, fmt.Errorf("cause map is invalid for telesignal: missing required key '%s'", edgeKey)
+}
+
+// getTIBreachType define func to determine which type of out-of-limit the telesignal real time data belongs to
+func getTIBreachType(currentValue float64, previousValue float64, t tiEventThresholds) string {
+	if t.edge == constants.TelesignalRaising {
+		if previousValue == 0.0 && currentValue == 1.0 {
+			return constants.TIBreachTriggerType
+		}
+	} else if t.edge == constants.TelesignalFalling {
+		if previousValue == 1.0 && currentValue == 0.0 {
+			return constants.TIBreachTriggerType
+		}
+	}
+
+	return ""
+}
+
+// TIAnalyzer define struct of store the thresholds required for remote signaling and implements the analysis logic
+type TIAnalyzer struct {
+	Thresholds tiEventThresholds
+}
+
+// AnalyzeAndTriggerEvent define func to implemented the RealTimeAnalyzer interface
+func (t *TIAnalyzer) AnalyzeAndTriggerEvent(ctx context.Context, conf *ComputeConfig, realTimeValues []float64) {
+	analyzeTIDataLogic(ctx, conf, t.Thresholds, realTimeValues)
+}
+
+// analyzeTIDataLogic define func to processing telesignal data and event triggering
+func analyzeTIDataLogic(ctx context.Context, conf *ComputeConfig, thresholds tiEventThresholds, realTimeValues []float64) {
+	windowSize := conf.minBreachCount
+	if windowSize <= 0 {
+		logger.Error(ctx, "variable minBreachCount is invalid or zero, analysis skipped", "minBreachCount", windowSize)
+		return
+	}
+
+	numDataPoints := len(realTimeValues)
+	if numDataPoints < 2 {
+		logger.Info(ctx, "data points less than 2, no change event possible, analysis skipped", "data_points", numDataPoints)
+		return
+	}
+
+	// pre calculate the change event type for all adjacent point pairs
+	numChanges := numDataPoints - 1
+	changeBreachTypes := make([]string, numChanges)
+
+	for i := range numChanges {
+		previousValue := realTimeValues[i]
+		currentValue := realTimeValues[i+1]
+
+		changeBreachTypes[i] = getTIBreachType(currentValue, previousValue, thresholds)
+	}
+
+	if numChanges < windowSize {
+		logger.Error(ctx, "number of change events is less than window size, analysis skipped", "num_changes", numChanges, "window_size", windowSize)
+		return
+	}
+
+	var eventTriggered bool
+	breachTriggers := map[string]bool{
+		constants.TIBreachTriggerType: false,
+	}
+
+	for i := 0; i <= numChanges-windowSize; i++ {
+		windowBreachTypes := changeBreachTypes[i : i+windowSize]
+		firstBreachType := windowBreachTypes[0]
+
+		if firstBreachType == "" {
+			continue
+		}
+
+		allMatch := true
+		for j := 1; j < windowSize; j++ {
+			if windowBreachTypes[j] != firstBreachType {
+				allMatch = false
+				break
+			}
+		}
+
+		if allMatch {
+			if !breachTriggers[firstBreachType] {
+				finalValueIndex := i + windowSize
+				logger.Warn(ctx, "event triggered by sliding window", "breach_type", firstBreachType, "value", realTimeValues[finalValueIndex])
+
+				breachTriggers[firstBreachType] = true
+				eventTriggered = true
+			}
+		}
+	}
+
+	if eventTriggered {
+		command, content := genTIEventCommandAndContent(conf.Action)
+		// TODO 考虑 content 是否可以为空,先期不允许
+		if command == "" || content == "" {
+			logger.Error(ctx, "generate telemetry evnet command or content failed", "action", conf.Action, "command", command, "content", content)
+			return
+		}
+		event.TriggerEventAction(ctx, command, content)
+		return
+	}
+}
+
+func genTIEventCommandAndContent(action map[string]any) (command string, content string) {
+	cmdValue, exist := action["command"]
+	if !exist {
+		return "", ""
+	}
+
+	commandStr, ok := cmdValue.(string)
+	if !ok {
+		return "", ""
+	}
+	command = commandStr
+
+	paramsValue, exist := action["parametes"]
+	if !exist {
+		return command, ""
+	}
+
+	parameterSlice, ok := paramsValue.([]string)
+	if !ok {
+		return command, ""
+	}
+
+	var builder strings.Builder
+	for i, parameter := range parameterSlice {
+		if i > 0 {
+			builder.WriteString(",")
+		}
+		builder.WriteString(parameter)
+	}
+
+	return command, builder.String()
+}

real-time-data/compute_state_manager.go

@@ -0,0 +1,72 @@
+// Package realtimedata define real time data operation functions
+package realtimedata
+
+import (
+	"sync"
+)
+
+// ComputeConfig define struct of measurement computation
+type ComputeConfig struct {
+	Cause  map[string]any
+	Action map[string]any
+	// TODO 预留自由调整的入口
+	// min consecutive breach count
+	minBreachCount int
+	Duration       int
+	DataSize       int64
+	QueryKey       string
+	StopGchan      chan struct{}
+	Analyzer       RealTimeAnalyzer
+}
+
+// MeasComputeState define struct of manages the state of measurement computations using sync.Map
+type MeasComputeState struct {
+	measMap sync.Map
+}
+
+// NewMeasComputeState define func to create and returns a new instance of MeasComputeState
+func NewMeasComputeState() *MeasComputeState {
+	return &MeasComputeState{}
+}
+
+// Store define func to store a compute configuration for the specified key
+func (m *MeasComputeState) Store(key string, config *ComputeConfig) {
+	m.measMap.Store(key, config)
+}
+
+// Load define func to retrieve the compute configuration for the specified key
+func (m *MeasComputeState) Load(key string) (*ComputeConfig, bool) {
+	value, ok := m.measMap.Load(key)
+	if !ok {
+		return nil, false
+	}
+	return value.(*ComputeConfig), true
+}
+
+// Delete define func to remove the compute configuration for the specified key
+func (m *MeasComputeState) Delete(key string) {
+	m.measMap.Delete(key)
+}
+
+// LoadOrStore define func to returns the existing compute configuration for the key if present,otherwise stores and returns the given configuration
+func (m *MeasComputeState) LoadOrStore(key string, config *ComputeConfig) (*ComputeConfig, bool) {
+	value, loaded := m.measMap.LoadOrStore(key, config)
+	return value.(*ComputeConfig), loaded
+}
+
+// Range define func to iterate over all key-configuration pairs in the map
+func (m *MeasComputeState) Range(f func(key string, config *ComputeConfig) bool) {
+	m.measMap.Range(func(key, value any) bool {
+		return f(key.(string), value.(*ComputeConfig))
+	})
+}
+
+// Len define func to return the number of compute configurations in the map
+func (m *MeasComputeState) Len() int {
+	count := 0
+	m.measMap.Range(func(_, _ any) bool {
+		count++
+		return true
+	})
+	return count
+}

real-time-data/event/event_handlers.go

@@ -0,0 +1,74 @@
+// Package event define real time data evnet operation functions
+package event
+
+import (
+	"context"
+
+	"modelRT/logger"
+)
+
+type actionHandler func(ctx context.Context, content string) error
+
+// actionDispatchMap define variable to store all action handler into map
+var actionDispatchMap = map[string]actionHandler{
+	"info":      handleInfoAction,
+	"warning":   handleWarningAction,
+	"error":     handleErrorAction,
+	"critical":  handleCriticalAction,
+	"exception": handleExceptionAction,
+}
+
+// TriggerEventAction define func to trigger event by action in compute config
+func TriggerEventAction(ctx context.Context, command string, content string) {
+	handler, exists := actionDispatchMap[command]
+	if !exists {
+		logger.Error(ctx, "unknown action command", "command", command)
+		return
+	}
+	err := handler(ctx, content)
+	if err != nil {
+		logger.Error(ctx, "action handler failed", "command", command, "content", content, "error", err)
+		return
+	}
+	logger.Info(ctx, "action handler success", "command", command, "content", content)
+}
+
+func handleInfoAction(ctx context.Context, content string) error {
+	// 实际执行发送警告、记录日志等操作
+	actionParams := content
+	// ... logic to send info level event using actionParams ...
+	logger.Warn(ctx, "trigger info event", "message", actionParams)
+	return nil
+}
+
+func handleWarningAction(ctx context.Context, content string) error {
+	// 实际执行发送警告、记录日志等操作
+	actionParams := content
+	// ... logic to send warning level event using actionParams ...
+	logger.Warn(ctx, "trigger warning event", "message", actionParams)
+	return nil
+}
+
+func handleErrorAction(ctx context.Context, content string) error {
+	// 实际执行发送警告、记录日志等操作
+	actionParams := content
+	// ... logic to send error level event using actionParams ...
+	logger.Warn(ctx, "trigger error event", "message", actionParams)
+	return nil
+}
+
+func handleCriticalAction(ctx context.Context, content string) error {
+	// 实际执行发送警告、记录日志等操作
+	actionParams := content
+	// ... logic to send critical level event using actionParams ...
+	logger.Warn(ctx, "trigger critical event", "message", actionParams)
+	return nil
+}
+
+func handleExceptionAction(ctx context.Context, content string) error {
+	// 实际执行发送警告、记录日志等操作
+	actionParams := content
+	// ... logic to send except level event using actionParams ...
+	logger.Warn(ctx, "trigger except event", "message", actionParams)
+	return nil
+}

real-time-data/kafka.go

@@ -1,63 +0,0 @@
-// Package realtimedata define real time data operation functions
-package realtimedata
-
-import (
-	"context"
-	"time"
-
-	"modelRT/logger"
-
-	"github.com/confluentinc/confluent-kafka-go/kafka"
-)
-
-// RealTimeDataComputer continuously processing real-time data from Kafka specified topics
-func RealTimeDataComputer(ctx context.Context, consumerConfig kafka.ConfigMap, topics []string, duration string) {
-	// context for graceful shutdown
-	ctx, cancel := context.WithCancel(ctx)
-	defer cancel()
-
-	// setup a channel to listen for interrupt signals
-	// TODO 将中断信号放到入参中
-	interrupt := make(chan struct{}, 1)
-
-	// read message (-1 means wait indefinitely)
-	timeoutDuration, err := time.ParseDuration(duration)
-
-	// create a new consumer
-	consumer, err := kafka.NewConsumer(&consumerConfig)
-	if err != nil {
-		logger.Error(ctx, "init kafka consume by config failed", "config", consumerConfig, "error", err)
-	}
-
-	// subscribe to the topic
-	err = consumer.SubscribeTopics(topics, nil)
-	if err != nil {
-		logger.Error(ctx, "subscribe to the topic failed", "topic", topics, "error", err)
-	}
-
-	// start a goroutine to handle shutdown
-	go func() {
-		<-interrupt
-		cancel()
-		consumer.Close()
-	}()
-
-	// continuously read messages from Kafka
-	for {
-		msg, err := consumer.ReadMessage(timeoutDuration)
-		if err != nil {
-			if ctx.Err() == context.Canceled {
-				logger.Info(ctx, "context canceled, stopping read loop")
-				break
-			}
-			logger.Error(ctx, "consumer read message failed", "error", err)
-			continue
-		}
-
-		// TODO 使用 ants.pool处理 kafka 的订阅数据
-		_, err = consumer.CommitMessage(msg)
-		if err != nil {
-			logger.Error(ctx, "manual submission information failed", "message", msg, "error", err)
-		}
-	}
-}

real-time-data/real_time_data_computing.go

@@ -0,0 +1,405 @@
+// Package realtimedata define real time data operation functions
+package realtimedata
+
+import (
+	"context"
+	"encoding/json"
+	"errors"
+	"fmt"
+	"time"
+
+	"modelRT/config"
+	"modelRT/constants"
+	"modelRT/diagram"
+	"modelRT/logger"
+	"modelRT/model"
+	"modelRT/network"
+	"modelRT/orm"
+	"modelRT/pool"
+	"modelRT/util"
+
+	"github.com/confluentinc/confluent-kafka-go/kafka"
+)
+
+var (
+	// RealTimeDataChan define channel of real time data receive
+	RealTimeDataChan   chan network.RealTimeDataReceiveRequest
+	globalComputeState *MeasComputeState
+)
+
+func init() {
+	RealTimeDataChan = make(chan network.RealTimeDataReceiveRequest, 100)
+	globalComputeState = NewMeasComputeState()
+}
+
+// StartRealTimeDataComputing define func to start real time data process goroutines by measurement info
+func StartRealTimeDataComputing(ctx context.Context, measurements []orm.Measurement) {
+	for _, measurement := range measurements {
+		enableValue, exist := measurement.EventPlan["enable"]
+		enable, ok := enableValue.(bool)
+		if !exist || !enable {
+			logger.Info(ctx, "measurement object do not need real time data computing", "measurement_uuid", measurement.ComponentUUID)
+			continue
+		}
+
+		if !ok {
+			logger.Error(ctx, "covert enable variable to boolean type failed", "measurement_uuid", measurement.ComponentUUID, "enable", enableValue)
+			continue
+		}
+
+		conf, err := initComputeConfig(measurement)
+		if err != nil {
+			logger.Error(ctx, "failed to initialize real time compute config", "measurement_uuid", measurement.ComponentUUID, "error", err)
+			continue
+		}
+
+		if conf == nil {
+			logger.Info(ctx, "measurement object is disabled or does not require real time computing", "measurement_uuid", measurement.ComponentUUID)
+			continue
+		}
+
+		uuidStr := measurement.ComponentUUID.String()
+		enrichedCtx := context.WithValue(ctx, constants.MeasurementUUIDKey, uuidStr)
+		conf.StopGchan = make(chan struct{})
+		globalComputeState.Store(uuidStr, conf)
+		logger.Info(ctx, "starting real time data computing for measurement", "measurement_uuid", measurement.ComponentUUID)
+		go continuousComputation(enrichedCtx, conf)
+	}
+}
+
+func initComputeConfig(measurement orm.Measurement) (*ComputeConfig, error) {
+	var err error
+
+	enableValue, exist := measurement.EventPlan["enable"]
+	enable, ok := enableValue.(bool)
+	if !exist {
+		return nil, nil
+	}
+
+	if !ok {
+		return nil, fmt.Errorf("field enable can not be converted to boolean, found type: %T", enableValue)
+	}
+
+	if !enable {
+		return nil, nil
+	}
+
+	conf := &ComputeConfig{}
+
+	causeValue, exist := measurement.EventPlan["cause"]
+	if !exist {
+		return nil, errors.New("missing required field cause")
+	}
+
+	cause, ok := causeValue.(map[string]any)
+	if !ok {
+		return nil, fmt.Errorf("field cause can not be converted to map[string]any, found type: %T", causeValue)
+	}
+	conf.Cause, err = processCauseMap(cause)
+	if err != nil {
+		return nil, fmt.Errorf("parse content of field cause failed:%w", err)
+	}
+
+	actionValue, exist := measurement.EventPlan["action"]
+	if !exist {
+		return nil, errors.New("missing required field action")
+	}
+	action, ok := actionValue.(map[string]any)
+	if !ok {
+		return nil, fmt.Errorf("field action can not be converted to map[string]any, found type: %T", actionValue)
+	}
+	conf.Action = action
+
+	queryKey, err := model.GenerateMeasureIdentifier(measurement.DataSource)
+	if err != nil {
+		return nil, fmt.Errorf("generate redis query key by datasource failed: %w", err)
+	}
+	conf.QueryKey = queryKey
+	conf.DataSize = int64(measurement.Size)
+	// TODO use constant values ​​for temporary settings
+	conf.minBreachCount = constants.MinBreachCount
+	// TODO 后续优化 duration 创建方式
+	conf.Duration = 10
+
+	isFloatCause := false
+	if _, exists := conf.Cause["up"]; exists {
+		isFloatCause = true
+	} else if _, exists := conf.Cause["down"]; exists {
+		isFloatCause = true
+	} else if _, exists := conf.Cause["upup"]; exists {
+		isFloatCause = true
+	} else if _, exists := conf.Cause["downdown"]; exists {
+		isFloatCause = true
+	}
+
+	if isFloatCause {
+		// te config
+		teThresholds, err := parseTEThresholds(conf.Cause)
+		if err != nil {
+			return nil, fmt.Errorf("failed to parse telemetry thresholds: %w", err)
+		}
+		conf.Analyzer = &TEAnalyzer{Thresholds: teThresholds}
+	} else {
+		// ti config
+		tiThresholds, err := parseTIThresholds(conf.Cause)
+		if err != nil {
+			return nil, fmt.Errorf("failed to parse telesignal thresholds: %w", err)
+		}
+		conf.Analyzer = &TIAnalyzer{Thresholds: tiThresholds}
+	}
+
+	return conf, nil
+}
+
+func processCauseMap(data map[string]any) (map[string]any, error) {
+	causeResult := make(map[string]any)
+	keysToExtract := []string{"up", "down", "upup", "downdown"}
+
+	var foundFloatKey bool
+	for _, key := range keysToExtract {
+		if value, exists := data[key]; exists {
+
+			foundFloatKey = true
+
+			// check value type
+			if floatVal, ok := value.(float64); ok {
+				causeResult[key] = floatVal
+			} else {
+				return nil, fmt.Errorf("key:%s already exists but type is incorrect.expected float64, actual %T", key, value)
+			}
+		}
+	}
+
+	if foundFloatKey == true {
+		return causeResult, nil
+	}
+
+	edgeKey := "edge"
+	if value, exists := data[edgeKey]; exists {
+		if stringVal, ok := value.(string); ok {
+			switch stringVal {
+			case "raising":
+				fallthrough
+			case "falling":
+				causeResult[edgeKey] = stringVal
+			default:
+				return nil, fmt.Errorf("key:%s value is incorrect,actual value %s", edgeKey, value)
+			}
+		} else {
+			return nil, fmt.Errorf("key:%s already exists but type is incorrect.expected string, actual %T", edgeKey, value)
+		}
+	} else {
+		return nil, fmt.Errorf("key:%s do not exists", edgeKey)
+	}
+	return nil, fmt.Errorf("cause map is invalid: missing required keys (%v) or '%s'", keysToExtract, edgeKey)
+}
+
+func continuousComputation(ctx context.Context, conf *ComputeConfig) {
+	client := diagram.NewRedisClient()
+	uuid, _ := ctx.Value(constants.MeasurementUUIDKey).(string)
+	duration := util.SecondsToDuration(conf.Duration)
+	ticker := time.NewTicker(duration)
+	defer ticker.Stop()
+
+	for {
+		select {
+		case <-conf.StopGchan:
+			logger.Info(ctx, "continuous computing groutine stopped by local StopGchan", "uuid", uuid)
+			return
+		case <-ctx.Done():
+			logger.Info(ctx, "continuous computing goroutine stopped by parent context done signal")
+			return
+		case <-ticker.C:
+			members, err := client.QueryByZRangeByLex(ctx, conf.QueryKey, conf.DataSize)
+			if err != nil {
+				logger.Error(ctx, "query real time data from redis failed", "key", conf.QueryKey, "error", err)
+				continue
+			}
+
+			realTimedatas := util.ConvertZSetMembersToFloat64(members)
+			if conf.Analyzer != nil {
+				conf.Analyzer.AnalyzeAndTriggerEvent(ctx, conf, realTimedatas)
+			} else {
+				logger.Error(ctx, "analyzer is not initialized for this measurement", "uuid", uuid)
+			}
+		}
+	}
+}
+
+// ReceiveChan define func to real time data receive and process
+func ReceiveChan(ctx context.Context, consumerConfig *kafka.ConfigMap, topics []string, duration float32) {
+	consumer, err := kafka.NewConsumer(consumerConfig)
+	if err != nil {
+		logger.Error(ctx, "create kafka consumer failed", "error", err)
+		return
+	}
+	defer consumer.Close()
+
+	err = consumer.SubscribeTopics(topics, nil)
+	if err != nil {
+		logger.Error(ctx, "subscribe kafka topics failed", "topic", topics, "error", err)
+		return
+	}
+
+	batchSize := 100
+	batchTimeout := util.SecondsToDuration(duration)
+	messages := make([]*kafka.Message, 0, batchSize)
+	lastCommit := time.Now()
+	logger.Info(ctx, "start consuming from kafka", "topic", topics)
+	for {
+		select {
+		case <-ctx.Done():
+			logger.Info(ctx, "stop real time data computing by context cancel")
+			return
+		case realTimeData := <-RealTimeDataChan:
+			componentUUID := realTimeData.PayLoad.ComponentUUID
+			component, err := diagram.GetComponentMap(componentUUID)
+			if err != nil {
+				logger.Error(ctx, "query component info from diagram map by componet id failed", "component_uuid", componentUUID, "error", err)
+				continue
+			}
+
+			componentType := component.Type
+			if componentType != constants.DemoType {
+				logger.Error(ctx, "can not process real time data of component type not equal DemoType", "component_uuid", componentUUID)
+				continue
+			}
+
+			var anchorName string
+			var compareValUpperLimit, compareValLowerLimit float64
+			var anchorRealTimeData []float64
+			var calculateFunc func(archorValue float64, args ...float64) float64
+
+			// calculateFunc, params := config.SelectAnchorCalculateFuncAndParams(componentType, anchorName, componentData)
+
+			for _, param := range realTimeData.PayLoad.Values {
+				anchorRealTimeData = append(anchorRealTimeData, param.Value)
+			}
+
+			anchorConfig := config.AnchorParamConfig{
+				AnchorParamBaseConfig: config.AnchorParamBaseConfig{
+					ComponentUUID:        componentUUID,
+					AnchorName:           anchorName,
+					CompareValUpperLimit: compareValUpperLimit,
+					CompareValLowerLimit: compareValLowerLimit,
+					AnchorRealTimeData:   anchorRealTimeData,
+				},
+				CalculateFunc:   calculateFunc,
+				CalculateParams: []float64{},
+			}
+			anchorChan, err := pool.GetAnchorParamChan(ctx, componentUUID)
+			if err != nil {
+				logger.Error(ctx, "get anchor param chan failed", "component_uuid", componentUUID, "error", err)
+				continue
+			}
+			anchorChan <- anchorConfig
+		default:
+			msg, err := consumer.ReadMessage(batchTimeout)
+			if err != nil {
+				if err.(kafka.Error).Code() == kafka.ErrTimedOut {
+					// process accumulated messages when timeout
+					if len(messages) > 0 {
+						processMessageBatch(ctx, messages)
+						consumer.Commit()
+						messages = messages[:0]
+					}
+					continue
+				}
+				logger.Error(ctx, "read message from kafka failed", "error", err, "msg", msg)
+				continue
+			}
+
+			messages = append(messages, msg)
+			// process messages when batch size or timeout period is reached
+			if len(messages) >= batchSize || time.Since(lastCommit) >= batchTimeout {
+				processMessageBatch(ctx, messages)
+				consumer.Commit()
+				messages = messages[:0]
+				lastCommit = time.Now()
+			}
+		}
+	}
+}
+
+type realTimeDataPayload struct {
+	ComponentUUID string
+	Values        []float64
+}
+
+type realTimeData struct {
+	Payload realTimeDataPayload
+}
+
+func parseKafkaMessage(msgValue []byte) (*realTimeData, error) {
+	var realTimeData realTimeData
+	err := json.Unmarshal(msgValue, &realTimeData)
+	if err != nil {
+		return nil, fmt.Errorf("unmarshal real time data failed: %w", err)
+	}
+	return &realTimeData, nil
+}
+
+func processRealTimeData(ctx context.Context, realTimeData *realTimeData) {
+	componentUUID := realTimeData.Payload.ComponentUUID
+	component, err := diagram.GetComponentMap(componentUUID)
+	if err != nil {
+		logger.Error(ctx, "query component info from diagram map by component id failed",
+			"component_uuid", componentUUID, "error", err)
+		return
+	}
+
+	componentType := component.Type
+	if componentType != constants.DemoType {
+		logger.Error(ctx, "can not process real time data of component type not equal DemoType",
+			"component_uuid", componentUUID)
+		return
+	}
+
+	var anchorName string
+	var compareValUpperLimit, compareValLowerLimit float64
+	var anchorRealTimeData []float64
+	var calculateFunc func(archorValue float64, args ...float64) float64
+
+	for _, param := range realTimeData.Payload.Values {
+		anchorRealTimeData = append(anchorRealTimeData, param)
+	}
+
+	anchorConfig := config.AnchorParamConfig{
+		AnchorParamBaseConfig: config.AnchorParamBaseConfig{
+			ComponentUUID:        componentUUID,
+			AnchorName:           anchorName,
+			CompareValUpperLimit: compareValUpperLimit,
+			CompareValLowerLimit: compareValLowerLimit,
+			AnchorRealTimeData:   anchorRealTimeData,
+		},
+		CalculateFunc:   calculateFunc,
+		CalculateParams: []float64{},
+	}
+
+	anchorChan, err := pool.GetAnchorParamChan(ctx, componentUUID)
+	if err != nil {
+		logger.Error(ctx, "get anchor param chan failed",
+			"component_uuid", componentUUID, "error", err)
+		return
+	}
+
+	select {
+	case anchorChan <- anchorConfig:
+	case <-ctx.Done():
+		logger.Info(ctx, "context done while sending to anchor chan")
+	case <-time.After(5 * time.Second):
+		logger.Error(ctx, "timeout sending to anchor chan", "component_uuid", componentUUID)
+	}
+}
+
+// processMessageBatch define func to bathc process kafka message
+func processMessageBatch(ctx context.Context, messages []*kafka.Message) {
+	for _, msg := range messages {
+		realTimeData, err := parseKafkaMessage(msg.Value)
+		if err != nil {
+			logger.Error(ctx, "parse kafka message failed", "error", err, "msg", msg)
+			continue
+		}
+		go processRealTimeData(ctx, realTimeData)
+	}
+}

real-time-data/real_time_data_receive.go

@@ -1,73 +0,0 @@
-// Package realtimedata define real time data operation functions
-package realtimedata
-
-import (
-	"context"
-
-	"modelRT/config"
-	"modelRT/constants"
-	"modelRT/diagram"
-	"modelRT/logger"
-	"modelRT/network"
-	"modelRT/pool"
-)
-
-// RealTimeDataChan define channel of real time data receive
-var RealTimeDataChan chan network.RealTimeDataReceiveRequest
-
-func init() {
-	RealTimeDataChan = make(chan network.RealTimeDataReceiveRequest, 100)
-}
-
-// ReceiveChan define func of real time data receive and process
-func ReceiveChan(ctx context.Context) {
-	for {
-		select {
-		case <-ctx.Done():
-			return
-		case realTimeData := <-RealTimeDataChan:
-			componentUUID := realTimeData.PayLoad.ComponentUUID
-			component, err := diagram.GetComponentMap(componentUUID)
-			if err != nil {
-				logger.Error(ctx, "query component info from diagram map by componet id failed", "component_uuid", componentUUID, "error", err)
-				continue
-			}
-
-			componentType := component.Type
-			if componentType != constants.DemoType {
-				logger.Error(ctx, "can not process real time data of component type not equal DemoType", "component_uuid", componentUUID)
-				continue
-			}
-
-			var anchorName string
-			var compareValUpperLimit, compareValLowerLimit float64
-			var anchorRealTimeData []float64
-			var calculateFunc func(archorValue float64, args ...float64) float64
-
-			// calculateFunc, params := config.SelectAnchorCalculateFuncAndParams(componentType, anchorName, componentData)
-
-			for _, param := range realTimeData.PayLoad.Values {
-				anchorRealTimeData = append(anchorRealTimeData, param.Value)
-			}
-
-			anchorConfig := config.AnchorParamConfig{
-				AnchorParamBaseConfig: config.AnchorParamBaseConfig{
-					ComponentUUID:        componentUUID,
-					AnchorName:           anchorName,
-					CompareValUpperLimit: compareValUpperLimit,
-					CompareValLowerLimit: compareValLowerLimit,
-					AnchorRealTimeData:   anchorRealTimeData,
-				},
-				CalculateFunc:   calculateFunc,
-				CalculateParams: []float64{},
-			}
-			anchorChan, err := pool.GetAnchorParamChan(ctx, componentUUID)
-			if err != nil {
-				logger.Error(ctx, "get anchor param chan failed", "component_uuid", componentUUID, "error", err)
-				continue
-			}
-			anchorChan <- anchorConfig
-		default:
-		}
-	}
-}

router/data.go

@@ -0,0 +1,16 @@
+// Package router provides router config
+package router
+
+import (
+	"modelRT/handler"
+
+	"github.com/gin-gonic/gin"
+)
+
+// registerDataRoutes define func of register data routes
+func registerDataRoutes(rg *gin.RouterGroup) {
+	g := rg.Group("/data/")
+	// TODO 修改为ws路径
+	// g.GET("realtime", handler.QueryRealTimeMonitorHandler)
+	g.GET("history", handler.QueryHistoryDataHandler)
+}

router/monitor.go

@@ -0,0 +1,15 @@
+// Package router provides router config
+package router
+
+import (
+	"modelRT/handler"
+
+	"github.com/gin-gonic/gin"
+)
+
+// registerMonitorRoutes define func of register monitordata routes
+func registerMonitorRoutes(rg *gin.RouterGroup) {
+	g := rg.Group("/monitors/")
+	g.POST("data/subscriptions", handler.RealTimeSubHandler)
+	g.GET("data/realtime/stream/:clientID", handler.PullRealTimeDataHandler)
+}

router/router.go

@@ -23,4 +23,6 @@ func RegisterRoutes(engine *gin.Engine, clientToken string) {
 	registerDiagramRoutes(routeGroup)
 	registerAttrRoutes(routeGroup)
 	registerMeasurementRoutes(routeGroup, clientToken)
+	registerDataRoutes(routeGroup)
+	registerMonitorRoutes(routeGroup)
 }

sql/topologic.go

@@ -1,14 +1,14 @@
 // Package sql define database sql statement
 package sql
 
-// RecursiveSQL define Topologic table recursive query statement
+// RecursiveSQL define topologic table recursive query statement
 var RecursiveSQL = `WITH RECURSIVE recursive_tree as (
 	SELECT uuid_from,uuid_to,flag
-	FROM "Topologic"
+	FROM "topologic"
 	WHERE uuid_from = ?
 	UNION ALL
 	SELECT t.uuid_from,t.uuid_to,t.flag
-	FROM "Topologic" t
+	FROM "topologic" t
 	JOIN recursive_tree rt ON t.uuid_from = rt.uuid_to
 	)
 	SELECT * FROM recursive_tree;`

test/orm/topologic_test.go

@@ -43,14 +43,13 @@ func TestUserDao_CreateUser(t *testing.T) {
 	topologicInfo := &orm.Topologic{
 		UUIDFrom: uuid.FromStringOrNil("70c190f2-8a60-42a9-b143-ec5f87e0aa6b"),
 		UUIDTo:   uuid.FromStringOrNil("70c190f2-8a75-42a9-b166-ec5f87e0aa6b"),
-		Comment:  "test",
 		Flag:     1,
 	}
 
 	// ud := dao2.NewUserDao(context.TODO())
 	mock.ExpectBegin()
 	mock.ExpectExec(regexp.QuoteMeta("INSERT INTO `Topologic`")).
-		WithArgs(topologicInfo.Flag, topologicInfo.UUIDFrom, topologicInfo.UUIDTo, topologicInfo.Comment).
+		WithArgs(topologicInfo.Flag, topologicInfo.UUIDFrom, topologicInfo.UUIDTo).
 		WillReturnResult(sqlmock.NewResult(1, 1))
 	mock.ExpectCommit()
 

util/convert.go

@@ -0,0 +1,27 @@
+// Package util provide some utility fun
+package util
+
+import (
+	"sort"
+
+	"github.com/redis/go-redis/v9"
+)
+
+// ConvertZSetMembersToFloat64 define func to conver zset member type to float64
+func ConvertZSetMembersToFloat64(members []redis.Z) []float64 {
+	dataFloats := make([]float64, 0, len(members))
+	// recovery time sorted in ascending order
+	sortRedisZByTimeMemberAscending(members)
+	for _, member := range members {
+		dataFloats = append(dataFloats, member.Score)
+	}
+	return dataFloats
+}
+
+func sortRedisZByTimeMemberAscending(data []redis.Z) {
+	sort.Slice(data, func(i, j int) bool {
+		memberI := data[i].Member.(string)
+		memberJ := data[j].Member.(string)
+		return memberI < memberJ
+	})
+}

util/map.go

@@ -0,0 +1,11 @@
+// Package util provide some utility functions
+package util
+
+// GetKeysFromSet define func to get all keys from a map[string]struct{}
+func GetKeysFromSet(set map[string]struct{}) []string {
+	keys := make([]string, 0, len(set))
+	for key := range set {
+		keys = append(keys, key)
+	}
+	return keys
+}

util/string.go

@@ -0,0 +1,60 @@
+// Package util provide some utility functions
+package util
+
+// RemoveTargetsFromSliceSimple define func to remove targets from a slice of strings
+func RemoveTargetsFromSliceSimple(targetsSlice []string, targetsToRemove []string) []string {
+	targetsToRemoveSet := make(map[string]struct{}, len(targetsToRemove))
+	for _, target := range targetsToRemove {
+		targetsToRemoveSet[target] = struct{}{}
+	}
+
+	for i := len(targetsSlice) - 1; i >= 0; i-- {
+		if _, found := targetsToRemoveSet[targetsSlice[i]]; found {
+			targetsSlice[i] = targetsSlice[len(targetsSlice)-1]
+			targetsSlice = targetsSlice[:len(targetsSlice)-1]
+		}
+	}
+	return targetsSlice
+}
+
+// SliceToSet define func to convert string slice to set
+func SliceToSet(targetsSlice []string) map[string]struct{} {
+	set := make(map[string]struct{}, len(targetsSlice))
+	for _, target := range targetsSlice {
+		set[target] = struct{}{}
+	}
+	return set
+}
+
+// DeduplicateAndReportDuplicates define func to deduplicate a slice of strings and report duplicates
+func DeduplicateAndReportDuplicates(targetsSlice []string, sourceSlice []string) (deduplicated []string, duplicates []string) {
+	targetSet := SliceToSet(targetsSlice)
+	deduplicated = make([]string, 0, len(sourceSlice))
+	// duplicate items slice
+	duplicates = make([]string, 0, len(sourceSlice))
+
+	for _, source := range sourceSlice {
+		if _, found := targetSet[source]; found {
+			duplicates = append(duplicates, source)
+			continue
+		}
+		deduplicated = append(deduplicated, source)
+	}
+	return deduplicated, duplicates
+}
+
+// GetLongestCommonPrefixLength define func of get longest common prefix length between two strings
+func GetLongestCommonPrefixLength(query string, result string) int {
+	if query == "" {
+		return 0
+	}
+
+	minLen := min(len(query), len(result))
+
+	for i := range minLen {
+		if query[i] != result[i] {
+			return i
+		}
+	}
+	return minLen
+}

util/time.go

@@ -0,0 +1,25 @@
+// Package util provide some utility functions
+package util
+
+import (
+	"strconv"
+	"time"
+)
+
+// GenNanoTsStr define func to generate nanosecond timestamp string by current time
+func GenNanoTsStr() string {
+	now := time.Now()
+	nanoseconds := now.UnixNano()
+	timestampStr := strconv.FormatInt(nanoseconds, 10)
+	return timestampStr
+}
+
+// Numeric define interface to constraints supporting integer and floating-point types
+type Numeric interface {
+	int | int8 | int16 | int32 | int64 | uint | uint8 | uint16 | uint32 | uint64 | float32 | float64
+}
+
+// SecondsToDuration define func to convert Numeric type param to time duration
+func SecondsToDuration[T Numeric](seconds T) time.Duration {
+	return time.Duration(seconds) * time.Second
+}

util/token.go

@@ -7,6 +7,7 @@ import (
 	"encoding/base64"
 	"fmt"
 	"os"
+	"strconv"
 	"strings"
 	"time"
 )
@@ -22,7 +23,7 @@ func GenerateClientToken(host string, serviceName string, secretKey string) (str
 		return "", fmt.Errorf("TOKEN_SECRET_KEY environment variable not set and no key provided in parameters")
 	}
 
-	uniqueID := fmt.Sprintf("%d", time.Now().UnixNano())
+	uniqueID := strconv.FormatInt(time.Now().UnixNano(), 10)
 	clientInfo := fmt.Sprintf("host=%s;service=%s;id=%s", host, serviceName, uniqueID)
 
 	mac := hmac.New(sha256.New, []byte(finalSecretKey))