feat: merge bay-realtime-data-calc into develop

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

.drone.yml

@@ -0,0 +1,12 @@
+kind: pipeline
+type: docker
+name: default
+
+steps:
+  - name: build
+    image: golang:latest
+    environment:
+      GO111MODULE: on
+      GOPROXY: https://goproxy.cn,direct
+    commands:
+      - go build main.go

.gitignore

@@ -21,3 +21,22 @@
 # Go workspace file
 go.work
 
+.vscode
+.idea 
+# Shield all log files in the log folder
+/log/
+# Shield config files in the configs folder
+/configs/**/*.yaml
+/configs/**/*.pem
+
+# ai config
+.cursor/
+.claude/
+.cursorrules
+.copilot/
+.chatgpt/
+.ai_history/
+.vector_cache/
+ai-debug.log
+*.patch
+*.diff

README.md

@@ -1,2 +1,3 @@
 # ModelRT
 
+[![Build Status](http://192.168.46.100:4080/api/badges/CL-Softwares/modelRT/status.svg)](http://192.168.46.100:4080/CL-Softwares/modelRT)

common/errcode/bussiness_error.go

@@ -0,0 +1,55 @@
+// Package errcode provides internal error definition and business error definition
+package errcode
+
+var (
+	// ErrProcessSuccess define variable to indicates request process success
+	ErrProcessSuccess = newError(20000, "request process success")
+
+	// ErrInvalidToken define variable to provided token does not conform to the expected format (e.g., missing segments)
+	ErrInvalidToken = newError(40001, "invalid token format")
+
+	// ErrCrossToken define variable to occurs when an update attempt involves multiple components, which is restricted by business logic
+	ErrCrossToken = newError(40002, "cross-component update not allowed")
+
+	// ErrRetrieveFailed define variable to indicates a failure in fetching the project-to-table name mapping from the configuration.
+	ErrRetrieveFailed = newError(40003, "retrieve table mapping failed")
+
+	// ErrFoundTargetFailed define variable to returned when the specific database table cannot be identified using the provided token info.
+	ErrFoundTargetFailed = newError(40004, "found target table by token failed")
+	// ErrSubTargetRepeat define variable to indicates subscription target already exist in list
+	ErrSubTargetRepeat = newError(40005, "subscription target already exist in list")
+	// ErrSubTargetNotFound define variable to indicates can not find measurement by subscription target
+	ErrSubTargetNotFound = newError(40006, "found measuremnet by subscription target failed")
+	// ErrCancelSubTargetMissing define variable to indicates cancel a not exist subscription target
+	ErrCancelSubTargetMissing = newError(40007, "cancel a not exist subscription target")
+
+	// ErrDBQueryFailed define variable to represents a generic failure during a PostgreSQL SELECT or SCAN operation.
+	ErrDBQueryFailed = newError(50001, "query postgres database data failed")
+
+	// ErrDBUpdateFailed define variable to represents a failure during a PostgreSQL UPDATE or SAVE operation.
+	ErrDBUpdateFailed = newError(50002, "update postgres database data failed")
+
+	// ErrDBzeroAffectedRows define variable to occurs when a database operation executes successfully but modifies no records.
+	ErrDBzeroAffectedRows = newError(50003, "zero affected rows")
+
+	// ErrBeginTxFailed indicates that the system failed to start a new PostgreSQL transaction.
+	ErrBeginTxFailed = newError(50004, "begin postgres transaction failed")
+
+	// ErrCommitTxFailed indicates that the PostgreSQL transaction could not be committed successfully.
+	ErrCommitTxFailed = newError(50005, "postgres database transaction commit failed")
+
+	// ErrCachedQueryFailed define variable to indicates an error occurred while attempting to fetch data from the Redis cache.
+	ErrCachedQueryFailed = newError(60001, "query redis cached data failed")
+
+	// ErrCacheSyncWarn define variable to partial success state: the database was updated, but the subsequent Redis cache refresh failed.
+	ErrCacheSyncWarn = newError(60002, "postgres database updated, but cache sync failed")
+
+	// ErrCacheQueryFailed define variable to indicates query cached data by token failed.
+	ErrCacheQueryFailed = newError(60003, "query cached data by token failed")
+
+	// ErrTaskNotFound indicates the async task with the given ID does not exist.
+	ErrTaskNotFound = newError(40008, "async task not found")
+
+	// ErrTaskCannotCancel indicates the task is already running or completed and cannot be cancelled.
+	ErrTaskCannotCancel = newError(40009, "task cannot be cancelled, already running or completed")
+)

common/errcode/dao_error.go

@@ -0,0 +1,22 @@
+// Package errcode provides internal error definition and business error definition
+package errcode
+
+import "errors"
+
+// Database layer error
+var (
+	// ErrUUIDChangeType define error of check uuid from value failed in uuid from change type
+	ErrUUIDChangeType = errors.New("undefined uuid change type")
+
+	// ErrUpdateRowZero define error of update affected row zero
+	ErrUpdateRowZero = errors.New("update affected rows is zero")
+
+	// ErrDeleteRowZero define error of delete affected row zero
+	ErrDeleteRowZero = errors.New("delete affected rows is zero")
+
+	// ErrQueryRowZero define error of query affected row zero
+	ErrQueryRowZero = errors.New("query affected rows is zero")
+
+	// ErrInsertRowUnexpected define error of insert affected row not reach expected number
+	ErrInsertRowUnexpected = errors.New("the number of inserted data rows don't reach the expected value")
+)

common/errcode/error.go

@@ -0,0 +1,162 @@
+// Package errcode provides internal error definition and business error definition
+package errcode
+
+import (
+	"encoding/json"
+	"fmt"
+	"path"
+	"runtime"
+)
+
+var codes = map[int]struct{}{}
+
+// AppError define struct of internal error. occurred field records the location where the error is triggered
+type AppError struct {
+	code     int
+	msg      string
+	cause    error
+	occurred string
+}
+
+func (e *AppError) Error() string {
+	if e == nil {
+		return ""
+	}
+	errBytes, err := json.Marshal(e.toStructuredError())
+	if err != nil {
+		return fmt.Sprintf("Error() is error: json marshal error: %v", err)
+	}
+	return string(errBytes)
+}
+
+func (e *AppError) String() string {
+	return e.Error()
+}
+
+// Code define func return error code
+func (e *AppError) Code() int {
+	return e.code
+}
+
+// Msg define func return error msg
+func (e *AppError) Msg() string {
+	return e.msg
+}
+
+// Cause define func return base error
+func (e *AppError) Cause() error {
+	return e.cause
+}
+
+// WithCause define func return top level predefined errors,where the cause field contains the underlying base error
+func (e *AppError) WithCause(err error) *AppError {
+	newErr := e.Clone()
+	newErr.cause = err
+	newErr.occurred = getAppErrOccurredInfo()
+	return newErr
+}
+
+// Wrap define func packaging information and errors returned by the underlying logic
+func Wrap(msg string, err error) *AppError {
+	if err == nil {
+		return nil
+	}
+	appErr := &AppError{code: -1, msg: msg, cause: err}
+	appErr.occurred = getAppErrOccurredInfo()
+	return appErr
+}
+
+// UnWrap define func return the error wrapped in structure
+func (e *AppError) UnWrap() error {
+	return e.cause
+}
+
+// Is define func return result of whether any error in err's tree matches target. implemented to support errors.Is(err, target)
+func (e *AppError) Is(target error) bool {
+	targetErr, ok := target.(*AppError)
+	if !ok {
+		return false
+	}
+	return targetErr.Code() == e.Code()
+}
+
+// As define func return result of whether any error in err's tree matches target. implemented to support errors.As(err, target)
+func (e *AppError) As(target any) bool {
+	t, ok := target.(**AppError)
+	if !ok {
+		return false
+	}
+
+	*t = e
+	return true
+}
+
+// Clone define func return a new AppError with source AppError's code, msg, cause, occurred
+func (e *AppError) Clone() *AppError {
+	return &AppError{
+		code:     e.code,
+		msg:      e.msg,
+		cause:    e.cause,
+		occurred: e.occurred,
+	}
+}
+
+func newError(code int, msg string) *AppError {
+	if code > -1 {
+		if _, duplicated := codes[code]; duplicated {
+			panic(fmt.Sprintf("预定义错误码 %d 不能重复, 请检查后更换", code))
+		}
+		codes[code] = struct{}{}
+	}
+
+	return &AppError{code: code, msg: msg}
+}
+
+// getAppErrOccurredInfo define func return the location where the error is triggered
+func getAppErrOccurredInfo() string {
+	pc, file, line, ok := runtime.Caller(2)
+	if !ok {
+		return ""
+	}
+	file = path.Base(file)
+	funcName := runtime.FuncForPC(pc).Name()
+	triggerInfo := fmt.Sprintf("func: %s, file: %s, line: %d", funcName, file, line)
+	return triggerInfo
+}
+
+// AppendMsg define func append a message to the existing error message
+func (e *AppError) AppendMsg(msg string) *AppError {
+	n := e.Clone()
+	n.msg = fmt.Sprintf("%s, %s", e.msg, msg)
+	return n
+}
+
+// SetMsg define func set error message into specify field
+func (e *AppError) SetMsg(msg string) *AppError {
+	n := e.Clone()
+	n.msg = msg
+	return n
+}
+
+type formattedErr struct {
+	Code     int    `json:"code"`
+	Msg      string `json:"msg"`
+	Cause    any    `json:"cause"`
+	Occurred string `json:"occurred"`
+}
+
+// toStructuredError define func convert AppError to structured error for better readability
+func (e *AppError) toStructuredError() *formattedErr {
+	fe := new(formattedErr)
+	fe.Code = e.Code()
+	fe.Msg = e.Msg()
+	fe.Occurred = e.occurred
+	if e.cause != nil {
+		if appErr, ok := e.cause.(*AppError); ok {
+			fe.Cause = appErr.toStructuredError()
+		} else {
+			fe.Cause = e.cause.Error()
+		}
+	}
+	return fe
+}

common/event_action_errors.go

@@ -0,0 +1,10 @@
+// Package common define common error variables
+package common
+
+import "errors"
+
+// ErrUnknowEventActionCommand define error of unknown event action command
+var ErrUnknowEventActionCommand = errors.New("unknown action command")
+
+// ErrExecEventActionFailed define error of execute event action failed
+var ErrExecEventActionFailed = errors.New("exec event action func failed")

common/uuid_errors.go

@@ -0,0 +1,57 @@
+// Package common define common error variables
+package common
+
+import "errors"
+
+var (
+	// ErrUUIDFromCheckT1 define error of check uuid from value failed in uuid from change type
+	ErrUUIDFromCheckT1 = errors.New("in uuid from change type, value of new uuid_from is equal value of old uuid_from")
+	// ErrUUIDToCheckT1 define error of check uuid to value failed in uuid from change type
+	ErrUUIDToCheckT1 = errors.New("in uuid from change type, value of new uuid_to is not equal value of old uuid_to")
+
+	// ErrUUIDFromCheckT2 define error of check uuid from value failed in uuid to change type
+	ErrUUIDFromCheckT2 = errors.New("in uuid to change type, value of new uuid_from is not equal value of old uuid_from")
+	// ErrUUIDToCheckT2 define error of check uuid to value failed in uuid to change type
+	ErrUUIDToCheckT2 = errors.New("in uuid to change type, value of new uuid_to is equal value of old uuid_to")
+
+	// ErrUUIDFromCheckT3 define error of check uuid from value failed in uuid add change type
+	ErrUUIDFromCheckT3 = errors.New("in uuid add change type, value of old uuid_from is not empty")
+	// ErrUUIDToCheckT3 define error of check uuid to value failed in uuid add change type
+	ErrUUIDToCheckT3 = errors.New("in uuid add change type, value of old uuid_to is not empty")
+)
+
+var (
+	// ErrInvalidAddressType define error of invalid io address type
+	ErrInvalidAddressType = errors.New("invalid address type")
+	// ErrUnknownDataType define error of unknown measurement data source type
+	ErrUnknownDataType = errors.New("unknown data type")
+	// ErrExceedsLimitType define error of channel number exceeds limit for telemetry
+	ErrExceedsLimitType = errors.New("channel number exceeds limit for Telemetry")
+	// ErrUnsupportedChannelPrefixType define error of unsupported channel prefix
+	ErrUnsupportedChannelPrefixType = errors.New("unsupported channel prefix")
+)
+
+var (
+	// ErrFormatUUID define error of format uuid string to uuid.UUID type failed
+	ErrFormatUUID = errors.New("format string type  to uuid.UUID type failed")
+	// ErrFormatCache define error of format cache with any type to cacheItem type failed
+	ErrFormatCache = errors.New("format any teype to cache item type failed")
+)
+
+// ErrGetClientToken define error of can not get client_token from context
+var ErrGetClientToken = errors.New("can not get client_token from context")
+
+// ErrQueryComponentByUUID define error of query component from db by uuid failed
+var ErrQueryComponentByUUID = errors.New("query component from db failed by uuid")
+
+// ErrChanIsNil define error of channel is nil
+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")

config/anchor_chan_config.go

@@ -0,0 +1,10 @@
+package config
+
+import "context"
+
+// AnchorChanConfig define anchor params channel config struct
+type AnchorChanConfig struct {
+	Ctx        context.Context        // 结束 context
+	AnchorChan chan AnchorParamConfig // 锚定参量实时值传递通道
+	ReadyChan  chan struct{}          // 就绪通知通道
+}

config/anchor_param_config.go

@@ -0,0 +1,57 @@
+// Package config define config struct of model runtime service
+package config
+
+import (
+	"modelRT/constants"
+)
+
+// AnchorParamListConfig define anchor params list config struct
+type AnchorParamListConfig struct {
+	AnchorName string
+	FuncType   string  // 函数类型
+	UpperLimit float64 // 比较值上限
+	LowerLimit float64 // 比较值下限
+}
+
+// AnchorParamBaseConfig define anchor params base config struct
+type AnchorParamBaseConfig struct {
+	ComponentUUID        string    // componentUUID
+	AnchorName           string    // 锚定参量名称
+	CompareValUpperLimit float64   // 比较值上限
+	CompareValLowerLimit float64   // 比较值下限
+	AnchorRealTimeData   []float64 // 锚定参数实时值
+}
+
+// AnchorParamConfig define anchor params config struct
+type AnchorParamConfig struct {
+	AnchorParamBaseConfig
+	CalculateFunc   func(archorValue float64, args ...float64) float64 // 计算函数
+	CalculateParams []float64                                          // 计算参数
+}
+
+var baseVoltageFunc = func(archorValue float64, args ...float64) float64 {
+	voltage := archorValue
+	resistance := args[1]
+	return voltage / resistance
+}
+
+var baseCurrentFunc = func(archorValue float64, args ...float64) float64 {
+	current := archorValue
+	resistance := args[1]
+	return current * resistance
+}
+
+// SelectAnchorCalculateFuncAndParams define select anchor func and anchor calculate value by component type 、 anchor name and component data
+func SelectAnchorCalculateFuncAndParams(componentType int, anchorName string, componentData map[string]any) (func(archorValue float64, args ...float64) float64, []float64) {
+	if componentType == constants.DemoType {
+		switch anchorName {
+		case "voltage":
+			resistance := componentData["resistance"].(float64)
+			return baseVoltageFunc, []float64{resistance}
+		case "current":
+			resistance := componentData["resistance"].(float64)
+			return baseCurrentFunc, []float64{resistance}
+		}
+	}
+	return nil, []float64{}
+}

config/config.go

@@ -3,28 +3,51 @@ package config
 
 import (
 	"fmt"
+	"time"
 
 	"github.com/spf13/viper"
 )
 
-// BaseConfig define config stuct of base params config
+// BaseConfig define config struct of base params config
 type BaseConfig struct {
 	GridID    int64 `mapstructure:"grid_id"`
 	ZoneID    int64 `mapstructure:"zone_id"`
 	StationID int64 `mapstructure:"station_id"`
 }
 
-// KafkaConfig define config stuct of kafka config
+// ServiceConfig define config struct of service config
+type ServiceConfig struct {
+	ServiceAddr string `mapstructure:"service_addr"`
+	ServiceName string `mapstructure:"service_name"`
+	SecretKey   string `mapstructure:"secret_key"`
+	DeployEnv   string `mapstructure:"deploy_env"`
+}
+
+// RabbitMQConfig define config struct of RabbitMQ config
+type RabbitMQConfig struct {
+	CACertPath         string `mapstructure:"ca_cert_path"`
+	ClientKeyPath      string `mapstructure:"client_key_path"`
+	ClientKeyPassword  string `mapstructure:"client_key_password"`
+	ClientCertPath     string `mapstructure:"client_cert_path"`
+	InsecureSkipVerify bool   `mapstructure:"insecure_skip_verify"`
+	ServerName         string `mapstructure:"server_name"`
+	User               string `mapstructure:"user"`
+	Password           string `mapstructure:"password"`
+	Host               string `mapstructure:"host"`
+	Port               int    `mapstructure:"port"`
+}
+
+// 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"`
+	ReadMessageTimeDuration float32 `mapstructure:"read_message_time_duration"`
 }
 
-// PostgresConfig define config stuct of postgres config
+// PostgresConfig define config struct of postgres config
 type PostgresConfig struct {
 	Port     int    `mapstructure:"port"`
 	Host     string `mapstructure:"host"`
@@ -33,32 +56,83 @@ type PostgresConfig struct {
 	Password string `mapstructure:"password"`
 }
 
-// LoggerConfig define config stuct of zap logger config
+// LokiConfig define config struct of loki direct-push (used in development mode)
+type LokiConfig struct {
+	Endpoint string            `mapstructure:"endpoint"` // empty disables direct push
+	Labels   map[string]string `mapstructure:"labels"`
+}
+
+// LoggerConfig define config struct of zap logger config
 type LoggerConfig struct {
 	Mode       string     `mapstructure:"mode"`
 	Level      string     `mapstructure:"level"`
-	FilePath   string `mapstructure:"filepath"`
+	FilePath   string     `mapstructure:"filepath"` // empty disables file rotation in container modes
 	MaxSize    int        `mapstructure:"maxsize"`
 	MaxBackups int        `mapstructure:"maxbackups"`
 	MaxAge     int        `mapstructure:"maxage"`
+	Compress   bool       `mapstructure:"compress"`
+	Loki       LokiConfig `mapstructure:"loki"`
 }
 
-// AntsConfig define config stuct of ants pool config
+// RedisConfig define config struct of redis config
+type RedisConfig struct {
+	Addr         string `mapstructure:"addr"`
+	Password     string `mapstructure:"password"`
+	DB           int    `mapstructure:"db"`
+	PoolSize     int    `mapstructure:"poolsize"`
+	DialTimeout  int    `mapstructure:"dial_timeout"`
+	ReadTimeout  int    `mapstructure:"read_timeout"`
+	WriteTimeout int    `mapstructure:"write_timeout"`
+}
+
+// AntsConfig define config struct of ants pool config
 type AntsConfig struct {
 	ParseConcurrentQuantity      int `mapstructure:"parse_concurrent_quantity"`       // parse comtrade file concurrent quantity
+	RTDReceiveConcurrentQuantity int `mapstructure:"rtd_receive_concurrent_quantity"` // polling real time data concurrent quantity
 }
 
-// ModelRTConfig define config stuct of model runtime server
+// DataRTConfig define config struct of data runtime server api config
+type DataRTConfig struct {
+	Host       string `mapstructure:"host"`
+	Port       int64  `mapstructure:"port"`
+	PollingAPI string `mapstructure:"polling_api"`
+	Method     string `mapstructure:"polling_api_method"`
+}
+
+// OtelConfig define config struct of OpenTelemetry tracing
+type OtelConfig struct {
+	Endpoint string `mapstructure:"endpoint"` // e.g. "localhost:4318"
+	Insecure bool   `mapstructure:"insecure"`
+}
+
+// AsyncTaskConfig define config struct of asynchronous task system
+type AsyncTaskConfig struct {
+	WorkerPoolSize      int           `mapstructure:"worker_pool_size"`
+	QueueConsumerCount  int           `mapstructure:"queue_consumer_count"`
+	MaxRetryCount       int           `mapstructure:"max_retry_count"`
+	RetryInitialDelay   time.Duration `mapstructure:"retry_initial_delay"`
+	RetryMaxDelay       time.Duration `mapstructure:"retry_max_delay"`
+	HealthCheckInterval time.Duration `mapstructure:"health_check_interval"`
+}
+
+// ModelRTConfig define config struct of model runtime server
 type ModelRTConfig struct {
 	BaseConfig         `mapstructure:"base"`
+	ServiceConfig      `mapstructure:"service"`
 	PostgresConfig     `mapstructure:"postgres"`
+	RabbitMQConfig     `mapstructure:"rabbitmq"`
 	KafkaConfig        `mapstructure:"kafka"`
 	LoggerConfig       `mapstructure:"logger"`
 	AntsConfig         `mapstructure:"ants"`
+	DataRTConfig       `mapstructure:"dataRT"`
+	LockerRedisConfig  RedisConfig `mapstructure:"locker_redis"`
+	StorageRedisConfig RedisConfig `mapstructure:"storage_redis"`
+	AsyncTaskConfig    AsyncTaskConfig `mapstructure:"async_task"`
+	OtelConfig         OtelConfig      `mapstructure:"otel"`
 	PostgresDBURI      string          `mapstructure:"-"`
 }
 
-// ReadAndInitConfig return wave record project config struct
+// ReadAndInitConfig return modelRT project config struct
 func ReadAndInitConfig(configDir, configName, configType string) (modelRTConfig ModelRTConfig) {
 	config := viper.New()
 	config.AddConfigPath(configDir)
@@ -71,12 +145,14 @@ func ReadAndInitConfig(configDir, configName, configType string) (modelRTConfig
 		panic(err)
 	}
 
-	rtConfig := ModelRTConfig{}
-	if err := config.Unmarshal(&rtConfig); err != nil {
+	config.BindEnv("postgres.password", "POSTGRES_PASSWORD")
+	config.BindEnv("service.secret_key", "SERVICE_SECRET_KEY")
+
+	if err := config.Unmarshal(&modelRTConfig); err != nil {
 		panic(fmt.Sprintf("unmarshal modelRT config failed:%s\n", err.Error()))
 	}
 
-	modelRTConfig.PostgresDBURI = fmt.Sprintf("host=%s port=%d user=%s password=%s dbname=%s", rtConfig.Host, rtConfig.Port, rtConfig.User, rtConfig.Password, rtConfig.DataBase)
-
+	// init postgres db uri
+	modelRTConfig.PostgresDBURI = fmt.Sprintf("host=%s port=%d user=%s password=%s dbname=%s", modelRTConfig.PostgresConfig.Host, modelRTConfig.PostgresConfig.Port, modelRTConfig.PostgresConfig.User, modelRTConfig.PostgresConfig.Password, modelRTConfig.PostgresConfig.DataBase)
 	return modelRTConfig
 }

config/config.yaml

@@ -1,41 +0,0 @@
-postgres:
-  host: "192.168.2.156"
-  port: 5432
-  database: "circuit_diagram"
-  user: "postgres"
-  password: "coslight"
-
-kafka:
-  servers: "localhost:9092"
-  port: 9092
-  group_id: "modelRT"
-  topic: ""
-  auto_offset_reset: "earliest"
-  enable_auto_commit: "false"
-  read_message_time_duration: ”0.5s"
-
-# influxdb:
-#   host: "localhost"
-#   port: "8086"
-#   token: "lCuiQ316qlly3iFeoi1EUokPJ0XxW-5lnG-3rXsKaaZSjfuxO5EaZfFdrNGM7Zlrdk1PrN_7TOsM_SCu9Onyew=="
-#   org: "coslight"
-#   bucket: "wave_record"
-
-# zap logger config
-logger:
-  mode: "development"
-  level: "debug"
-  filepath: "/home/douxu/log/wave_record-%s.log"
-  maxsize: 1
-  maxbackups: 5
-  maxage: 30
-
-# ants config
-ants:
-  parse_concurrent_quantity: 10
-
-# modelRT base config
-base:
-  grid_id: 1
-  zone_id: 1
-  station_id: 1

config/model_config.go

@@ -9,5 +9,6 @@ import (
 
 type ModelParseConfig struct {
 	ComponentInfo orm.Component
-	Context       context.Context
+	Ctx           context.Context
+	AnchorChan    chan AnchorParamConfig
 }

constant/error.go

@@ -1,32 +0,0 @@
-package constant
-
-import "errors"
-
-// ErrUUIDChangeType define error of check uuid from value failed in uuid from change type
-var ErrUUIDChangeType = errors.New("undefined uuid change type")
-
-// ErrUpdateRowZero define error of update affected row zero
-var ErrUpdateRowZero = errors.New("update affected rows is zero")
-
-// ErrDeleteRowZero define error of delete affected row zero
-var ErrDeleteRowZero = errors.New("delete affected rows is zero")
-
-// ErrInsertRowUnexpected define error of insert affected row not reach expected number
-var ErrInsertRowUnexpected = errors.New("the number of inserted data rows don't reach the expected value")
-
-var (
-	// ErrUUIDFromCheckT1 define error of check uuid from value failed in uuid from change type
-	ErrUUIDFromCheckT1 = errors.New("in uuid from change type, value of new uuid_from is equal value of old uuid_from")
-	// ErrUUIDToCheckT1 define error of check uuid to value failed in uuid from change type
-	ErrUUIDToCheckT1 = errors.New("in uuid from change type, value of new uuid_to is not equal value of old uuid_to")
-
-	// ErrUUIDFromCheckT2 define error of check uuid from value failed in uuid to change type
-	ErrUUIDFromCheckT2 = errors.New("in uuid to change type, value of new uuid_from is not equal value of old uuid_from")
-	// ErrUUIDToCheckT2 define error of check uuid to value failed in uuid to change type
-	ErrUUIDToCheckT2 = errors.New("in uuid to change type, value of new uuid_to is equal value of old uuid_to")
-
-	// ErrUUIDFromCheckT3 define error of check uuid from value failed in uuid add change type
-	ErrUUIDFromCheckT3 = errors.New("in uuid add change type, value of old uuid_from is not empty")
-	// ErrUUIDToCheckT3 define error of check uuid to value failed in uuid add change type
-	ErrUUIDToCheckT3 = errors.New("in uuid add change type, value of old uuid_to is not empty")
-)

constant/togologic.go

@@ -1,12 +0,0 @@
-package constant
-
-const (
-	// UUIDErrChangeType 拓扑信息错误改变类型
-	UUIDErrChangeType = iota
-	// UUIDFromChangeType 拓扑信息父节点改变类型
-	UUIDFromChangeType
-	// UUIDToChangeType 拓扑信息子节点改变类型
-	UUIDToChangeType
-	// UUIDAddChangeType 拓扑信息新增类型
-	UUIDAddChangeType
-)

constants/alert.go

@@ -0,0 +1,57 @@
+// Package constants define constant variable
+package constants
+
+// AlertLevel define alert level type
+type AlertLevel int
+
+const (
+	// AllAlertLevel define all alert level
+	AllAlertLevel AlertLevel = iota
+	// InfoAlertLevel define info alert level
+	InfoAlertLevel
+	// WarningAlertLevel define warning alert level
+	WarningAlertLevel
+	// ErrorAlertLevel define error alert level
+	ErrorAlertLevel
+	// FatalAlertLevel define fatal alert level
+	FatalAlertLevel
+)
+
+func (a AlertLevel) String() string {
+	switch a {
+	case AllAlertLevel:
+		return "ALL"
+	case InfoAlertLevel:
+		return "INFO"
+	case WarningAlertLevel:
+		return "WARNING"
+	case ErrorAlertLevel:
+		return "ERROR"
+	case FatalAlertLevel:
+		return "FATAL"
+	default:
+		return "Unknown"
+	}
+}
+
+func (a AlertLevel) LevelCompare(b AlertLevel) bool {
+	return a <= b
+}
+
+// // AlertLevelFromString convert string to alert level
+// func AlertLevelFromString(level int64) AlertLevel {
+// 	switch level {
+// 	case :
+// 		return AllAlertLevel
+// 	case "INFO":
+// 		return InfoAlertLevel
+// 	case "WARNING":
+// 		return WarningAlertLevel
+// 	case "ERROR":
+// 		return ErrorAlertLevel
+// 	case "FATAL":
+// 		return FatalAlertLevel
+// 	default:
+// 		return AllAlertLevel
+// 	}
+// }

constants/attrs_key.go

@@ -0,0 +1,11 @@
+// Package constants define constant variable
+package constants
+
+const (
+	// ShortAttrKeyLenth define short attribute key length
+	ShortAttrKeyLenth int = 4
+	// LongAttrKeyLenth define long attribute key length
+	LongAttrKeyLenth int = 7
+)
+
+// component、base_extend、rated、setup、model、stable、bay、craft、integrity、behavior

constants/buffer.go

@@ -0,0 +1,17 @@
+// Package constants define constant variable
+package constants
+
+import "time"
+
+const (
+	// FanInChanMaxSize define maximum buffer capacity by fanChannel
+	FanInChanMaxSize = 10000
+	// SendMaxBatchSize define maximum buffer capacity
+	// TODO 后续优化批处理大小
+	SendMaxBatchSize = 100
+	// SendChanBufferSize define maximum buffer capacity by channel
+	SendChanBufferSize = 100
+
+	// SendMaxBatchInterval define maximum aggregate latency
+	SendMaxBatchInterval = 20 * time.Millisecond
+)

constants/busbar_section.go

@@ -1,4 +1,5 @@
-package constant
+// Package constants define constant variable
+package constants
 
 const (
 	// 母线服役属性

constants/business_code.go

@@ -0,0 +1,31 @@
+// Package constants define constant variable
+package constants
+
+const (
+	// CodeSuccess define constant to indicates that the API was successfully processed
+	CodeSuccess = 20000
+	// CodeInvalidParamFailed define constant to indicates request parameter parsing failed
+	CodeInvalidParamFailed = 40001
+	// CodeFoundTargetFailed define variable to returned when the specific database table cannot be identified using the provided token info.
+	CodeFoundTargetFailed = 40004
+	// CodeSubTargetRepeat define variable to indicates subscription target already exist in list
+	CodeSubTargetRepeat = 40005
+	// CodeSubTargetNotFound define variable to indicates can not find measurement by subscription target
+	CodeSubTargetNotFound = 40006
+	// CodeCancelSubTargetMissing define variable to indicates cancel a not exist subscription target
+	CodeCancelSubTargetMissing = 40007
+	// CodeUpdateSubTargetMissing define variable to indicates update a not exist subscription target
+	CodeUpdateSubTargetMissing = 40008
+	// CodeAppendSubTargetMissing define variable to indicates append a not exist subscription target
+	CodeAppendSubTargetMissing = 40009
+	// CodeUnsupportSubOperation define variable to indicates append a not exist subscription target
+	CodeUnsupportSubOperation = 40010
+	// CodeDBQueryFailed define constant to indicates database query operation failed
+	CodeDBQueryFailed = 50001
+	// CodeDBUpdateailed define constant to indicates database update operation failed
+	CodeDBUpdateailed = 50002
+	// CodeRedisQueryFailed define constant to indicates redis query operation failed
+	CodeRedisQueryFailed = 60001
+	// CodeRedisUpdateFailed define constant to indicates redis update operation failed
+	CodeRedisUpdateFailed = 60002
+)

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/deploy_mode.go

@@ -0,0 +1,11 @@
+// Package constants define constant variable
+package constants
+
+const (
+	// DevelopmentDeployMode define development operator environment for modelRT project
+	DevelopmentDeployMode = "development"
+	// DebugDeployMode define debug operator environment for modelRT project
+	DebugDeployMode = "debug"
+	// ProductionDeployMode define production operator environment for modelRT project
+	ProductionDeployMode = "production"
+)

constants/electrical_components.go

@@ -1,5 +1,5 @@
-// Package constant define constant value
-package constant
+// Package constants define constant variable
+package constants
 
 const (
 	// NullableType 空类型类型
@@ -8,4 +8,6 @@ const (
 	BusbarType
 	// AsyncMotorType 异步电动机类型
 	AsyncMotorType
+	// DemoType Demo类型
+	DemoType
 )

constants/event.go

@@ -0,0 +1,97 @@
+// Package constants define constant variable
+package constants
+
+// EvenvtType define event type
+type EvenvtType int
+
+const (
+	// EventGeneralHard define gereral hard event type
+	EventGeneralHard EvenvtType = iota
+	// EventGeneralPlatformSoft define gereral platform soft event type
+	EventGeneralPlatformSoft
+	// EventGeneralApplicationSoft define gereral application soft event type
+	EventGeneralApplicationSoft
+	// EventWarnHard define warn hard event type
+	EventWarnHard
+	// EventWarnPlatformSoft define warn platform soft event type
+	EventWarnPlatformSoft
+	// EventWarnApplicationSoft define warn application soft event type
+	EventWarnApplicationSoft
+	// EventCriticalHard define critical hard event type
+	EventCriticalHard
+	// EventCriticalPlatformSoft define critical platform soft event type
+	EventCriticalPlatformSoft
+	// EventCriticalApplicationSoft define critical application soft event type
+	EventCriticalApplicationSoft
+)
+
+// IsGeneral define fucn to check event type is general
+func IsGeneral(eventType EvenvtType) bool {
+	return eventType < 3
+}
+
+// IsWarning define fucn to check event type is warn
+func IsWarning(eventType EvenvtType) bool {
+	return eventType >= 3 && eventType <= 5
+}
+
+// IsCritical define fucn to check event type is critical
+func IsCritical(eventType EvenvtType) bool {
+	return eventType >= 6
+}
+
+const (
+	// EventFromStation define event from station type
+	EventFromStation = "station"
+	// EventFromPlatform define event from platform type
+	EventFromPlatform = "platform"
+	// EventFromOthers define event from others type
+	EventFromOthers = "others"
+)
+
+const (
+	// EventStatusHappended define status for event record when event just happened, no data attached yet
+	EventStatusHappended = iota
+	// EventStatusDataAttached define status for event record when event data attached, ready to be sent
+	EventStatusDataAttached
+	// EventStatusReported define status for event record when event reported to downstream, no matter it's successful or failed
+	EventStatusReported
+	// EventStatusConfirmed define status for event record when event confirmed by operator or CIM
+	EventStatusConfirmed
+	// EventStatusClosed define status for event record when event closed due to condition recovery or manual close
+	EventStatusClosed
+)
+
+const (
+	// EventExchangeName define exchange name for event alarm message
+	EventExchangeName = "event-exchange"
+	// EventDeadExchangeName define dead letter exchange name for event alarm message
+	EventDeadExchangeName = "event-dead-letter-exchange"
+)
+
+const (
+	// EventUpDownRoutingKey define routing key for up or down limit event alarm message
+	EventUpDownRoutingKey = "event.#"
+	// EventUpDownDeadRoutingKey define dead letter routing key for up or down limit event alarm message
+	EventUpDownDeadRoutingKey = "event.#"
+	// EventUpDownQueueName define queue name for up or down limit event alarm message
+	EventUpDownQueueName = "event-up-down-queue"
+	// EventUpDownDeadQueueName define dead letter queue name for event alarm message
+	EventUpDownDeadQueueName = "event-dead-letter-queue"
+)
+
+const (
+	// EventGeneralUpDownLimitCategroy define category for general up and down limit event
+	EventGeneralUpDownLimitCategroy = "event.general.updown.limit"
+	// EventWarnUpDownLimitCategroy define category for warn up and down limit event
+	EventWarnUpDownLimitCategroy = "event.warn.updown.limit"
+	// EventCriticalUpDownLimitCategroy define category for critical up and down limit event
+	EventCriticalUpDownLimitCategroy = "event.critical.updown.limit"
+)
+
+const (
+	// EventTaskGeneralTestCategory define category for test task event
+	EventTaskGeneralTestCategory = "event.general.task.test"
+	// EventTaskGeneralTopologyAnalyzeCategory define category for topology analyze task event
+	EventTaskGeneralTopologyAnalyzeCategory = "event.general.task.topology_analyze"
+)

constants/log_mode.go

@@ -1,9 +1,11 @@
-// Package constant define constant value
-package constant
+// Package constants define constant variable
+package constants
 
 const (
-	// DevelopmentLogMode define development operator environment for wave record project
+	// DevelopmentLogMode define development operator environment for modelRT project
 	DevelopmentLogMode = "development"
-	// ProductionLogMode define production operator environment for wave record project
+	// DebugLogMode define debug operator environment for modelRT project
+	DebugLogMode = "debug"
+	// ProductionLogMode define production operator environment for modelRT project
 	ProductionLogMode = "production"
 )

constants/measurement.go

@@ -0,0 +1,37 @@
+// Package constants define constant variable
+package constants
+
+const (
+	// DataSourceTypeCL3611 define CL3611 type
+	DataSourceTypeCL3611 = 1
+	// DataSourceTypePower104 define electricity 104 protocol type
+	DataSourceTypePower104 = 2
+)
+
+// channel name prefix
+const (
+	ChannelPrefixTelemetry     = "Telemetry"
+	ChannelPrefixTelesignal    = "Telesignal"
+	ChannelPrefixTelecommand   = "Telecommand"
+	ChannelPrefixTeleadjusting = "Teleadjusting"
+	ChannelPrefixSetpoints     = "Setpoints"
+)
+
+// channel name suffix
+const (
+	ChannelSuffixP      = "P"
+	ChannelSuffixQ      = "Q"
+	ChannelSuffixS      = "S"
+	ChannelSuffixPS     = "PS"
+	ChannelSuffixF      = "F"
+	ChannelSuffixDeltaF = "deltaF"
+	ChannelSuffixUAB    = "UAB"
+	ChannelSuffixUBC    = "UBC"
+	ChannelSuffixUCA    = "UCA"
+)
+
+const (
+	// MaxIdentifyHierarchy define max data indentify syntax hierarchy
+	MaxIdentifyHierarchy = 7
+	IdentifyHierarchy    = 4
+)

constants/message.go

@@ -0,0 +1,33 @@
+// Package constants define constant variable
+package constants
+
+const (
+	// MessageExchangeName define exchange name for message
+	MessageExchangeName = "message-exchange"
+	// MessageDeadExchangeName define dead letter exchange name for message
+	MessageDeadExchangeName = "message-dead-letter-exchange"
+)
+
+const (
+	// MessageRoutingKey define binding routing key pattern for the message queue (matches all message.* categories)
+	MessageRoutingKey = "message.#"
+	// MessageDeadRoutingKey define binding routing key for the message dead letter queue
+	MessageDeadRoutingKey = "#"
+	// MessageQueueName define queue name for message
+	MessageQueueName = "message-queue"
+	// MessageDeadQueueName define dead letter queue name for message
+	MessageDeadQueueName = "message-dead-letter-queue"
+)
+
+const (
+	// MessageTaskSubmittedCategory define category for task submitted message
+	MessageTaskSubmittedCategory = "message.task.submitted"
+	// MessageTaskRunningCategory define category for task running message
+	MessageTaskRunningCategory = "message.task.running"
+	// MessageTaskCompletedCategory define category for task completed message
+	MessageTaskCompletedCategory = "message.task.completed"
+	// MessageTaskFailedCategory define category for task failed message
+	MessageTaskFailedCategory = "message.task.failed"
+	// MessageTaskCancelledCategory define category for task cancelled message
+	MessageTaskCancelledCategory = "message.task.cancelled"
+)

constants/recommend_keys.go

@@ -0,0 +1,104 @@
+// Package constants define constant variable
+package constants
+
+const (
+	// DefaultScore define the default score for redissearch suggestion
+	DefaultScore = 1.0
+)
+
+const (
+	// RedisAllGridSetKey define redis set key which store all grid tag keys
+	RedisAllGridSetKey = "grid_tag_keys"
+
+	// RedisAllZoneSetKey define redis set key which store all zone tag keys
+	RedisAllZoneSetKey = "zone_tag_keys"
+
+	// RedisAllStationSetKey define redis set key which store all station tag keys
+	RedisAllStationSetKey = "station_tag_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 tag keys under specific grid
+	RedisSpecGridZoneSetKey = "%s_zone_tag_keys"
+
+	// RedisSpecZoneStationSetKey define redis set key which store all station tag keys under specific zone
+	RedisSpecZoneStationSetKey = "%s_station_tag_keys"
+
+	// RedisSpecStationCompNSPATHSetKey define redis set key which store all component nspath keys under specific station
+	RedisSpecStationCompNSPATHSetKey = "%s_component_nspath_keys"
+
+	// RedisSpecCompNSPathCompTagSetKey define redis set key which store all component tag keys under specific component nspath
+	RedisSpecCompNSPathCompTagSetKey = "%s_component_tag_keys"
+
+	// RedisSpecCompTagMeasSetKey define redis set key which store all measurement tag keys under specific component tag
+	RedisSpecCompTagMeasSetKey = "%s_measurement_tag_keys"
+)
+
+const (
+	// SearchLinkAddAction define search link add action
+	SearchLinkAddAction = "add"
+	// SearchLinkDelAction define search link del action
+	SearchLinkDelAction = "del"
+)
+
+// RecommendHierarchyType define the hierarchy levels used for redis recommend search
+type RecommendHierarchyType int
+
+const (
+	// GridRecommendHierarchyType define grid hierarch for redis recommend search
+	GridRecommendHierarchyType RecommendHierarchyType = iota + 1
+	// ZoneRecommendHierarchyType define zone hierarch for redis recommend search
+	ZoneRecommendHierarchyType
+	// StationRecommendHierarchyType define station hierarch for redis recommend search
+	StationRecommendHierarchyType
+	// CompNSPathRecommendHierarchyType define component nspath hierarch for redis recommend search
+	CompNSPathRecommendHierarchyType
+	// CompTagRecommendHierarchyType define component tag hierarch for redis recommend search
+	CompTagRecommendHierarchyType
+	// ConfigRecommendHierarchyType define config hierarch for redis recommend search
+	ConfigRecommendHierarchyType
+	// MeasTagRecommendHierarchyType define measurement tag hierarch for redis recommend search
+	MeasTagRecommendHierarchyType
+)
+
+// String implements fmt.Stringer interface and returns the string representation of the type.
+func (r RecommendHierarchyType) String() string {
+	switch r {
+	case GridRecommendHierarchyType:
+		return "grid_tag"
+	case ZoneRecommendHierarchyType:
+		return "zone_tag"
+	case StationRecommendHierarchyType:
+		return "station_tag"
+	case CompNSPathRecommendHierarchyType:
+		return "comp_nspath"
+	case CompTagRecommendHierarchyType:
+		return "comp_tag"
+	case ConfigRecommendHierarchyType:
+		return "config"
+	case MeasTagRecommendHierarchyType:
+		return "meas_tag"
+	default:
+		// 返回一个包含原始数值的默认字符串，以便于调试
+		return "unknown_recommend_type(" + string(rune(r)) + ")"
+	}
+}
+
+const (
+	// FullRecommendLength define full recommend length with all tokens
+	FullRecommendLength = "t1.t2.t3.t4.t5.t6.t7"
+	// IsLocalRecommendLength define is local recommend length with specific tokens
+	IsLocalRecommendLength = "t4.t5.t6.t7"
+	// token1.token2.token3.token4.token7
+	// token4.token7
+)

constants/redis.go

@@ -0,0 +1,7 @@
+// Package constants define constant variable
+package constants
+
+const (
+	// RedisSearchDictName define redis search dictionary name
+	RedisSearchDictName = "search_suggestions_dict"
+)

constants/response_code.go

@@ -0,0 +1,22 @@
+// Package constants define constant variable
+package constants
+
+const (
+	// RespCodeSuccess define constant to indicates that the API was processed success
+	RespCodeSuccess = 2000
+
+	// RespCodeSuccessWithNoSub define constant to ndicates that the request was processed successfully, with all subscriptions removed for the given client_id.
+	RespCodeSuccessWithNoSub = 2101
+
+	// RespCodeFailed define constant to indicates that the API was processed failed
+	RespCodeFailed = 3000
+
+	// RespCodeInvalidParams define constant to indicates that the request parameters failed to validate, parsing failed, or the action is invalid
+	RespCodeInvalidParams = 4001
+
+	// RespCodeUnauthorized define constant to indicates insufficient permissions or an invalid ClientID
+	RespCodeUnauthorized = 4002
+
+	// RespCodeServerError define constants to indicates a serious internal server error (such as database disconnection or code panic)
+	RespCodeServerError = 5000
+)

constants/rtdata_subscription.go

@@ -0,0 +1,62 @@
+// 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"
+)
+
+const (
+	// SysCtrlPrefix define to indicates the prefix for all system control directives,facilitating unified parsing within the sendDataStream goroutine
+	SysCtrlPrefix = "SYS_CTRL_"
+
+	// SysCtrlAllRemoved define to indicates that all active polling targets have been removed for the current client, and no further data streams are active
+	SysCtrlAllRemoved = "SYS_CTRL_ALL_REMOVED"
+
+	// SysCtrlSessionExpired define to indicates reserved for indicating that the current websocket session has timed out or is no longer valid
+	SysCtrlSessionExpired = "SYS_CTRL_SESSION_EXPIRED"
+)
+
+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
+)

constants/task.go

@@ -0,0 +1,54 @@
+// Package constants defines task-related constants for the async task system
+package constants
+
+import "time"
+
+// Task priority levels
+const (
+	// TaskPriorityDefault is the default priority level for tasks
+	TaskPriorityDefault = 5
+	// TaskPriorityHigh represents high priority tasks
+	TaskPriorityHigh = 10
+	// TaskPriorityLow represents low priority tasks
+	TaskPriorityLow = 1
+)
+
+// Task queue configuration
+const (
+	// TaskExchangeName is the name of the exchange for task routing
+	TaskExchangeName = "modelrt.tasks.exchange"
+	// TaskQueueName is the name of the main task queue
+	TaskQueueName = "modelrt.tasks.queue"
+	// TaskRoutingKey is the routing key for task messages
+	TaskRoutingKey = "modelrt.task"
+)
+
+// Task message settings
+const (
+	// TaskMaxPriority is the maximum priority level for tasks (0-10)
+	TaskMaxPriority = 10
+	// TaskDefaultMessageTTL is the default time-to-live for task messages (24 hours)
+	TaskDefaultMessageTTL = 24 * time.Hour
+)
+
+// Task retry settings
+const (
+	// TaskRetryMaxDefault is the default maximum number of retry attempts
+	TaskRetryMaxDefault = 3
+	// TaskRetryInitialDelayDefault is the default initial delay for exponential backoff
+	TaskRetryInitialDelayDefault = 1 * time.Second
+	// TaskRetryMaxDelayDefault is the default maximum delay for exponential backoff
+	TaskRetryMaxDelayDefault = 5 * time.Minute
+	// TaskRetryRandomFactorDefault is the default random factor for jitter (10%)
+	TaskRetryRandomFactorDefault = 0.1
+	// TaskRetryFixedDelayDefault is the default delay for fixed retry strategy
+	TaskRetryFixedDelayDefault = 5 * time.Second
+)
+
+// Test task settings
+const (
+	// TestTaskSleepDurationDefault is the default sleep duration for test tasks (60 seconds)
+	TestTaskSleepDurationDefault = 60
+	// TestTaskSleepDurationMax is the maximum allowed sleep duration for test tasks (1 hour)
+	TestTaskSleepDurationMax = 3600
+)

constants/telemetry_imit.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/time.go

@@ -1,5 +1,5 @@
-// Package constant define constant value
-package constant
+// Package constants define constant variable
+package constants
 
 const (
 	// LogTimeFormate define time format for log file name

constants/togologic.go

@@ -0,0 +1,23 @@
+// Package constants define constant variable
+package constants
+
+import "github.com/gofrs/uuid"
+
+const (
+	// UUIDErrChangeType 拓扑信息错误改变类型
+	UUIDErrChangeType = iota
+	// UUIDFromChangeType 拓扑信息父节点改变类型
+	UUIDFromChangeType
+	// UUIDToChangeType 拓扑信息子节点改变类型
+	UUIDToChangeType
+	// UUIDAddChangeType 拓扑信息新增类型
+	UUIDAddChangeType
+)
+
+const (
+	// UUIDNilStr 拓扑信息中开始节点与结束节点字符串形式
+	UUIDNilStr = "00000000-0000-0000-0000-000000000000"
+)
+
+// UUIDNil 拓扑信息中开始节点与结束节点 UUID 格式
+var UUIDNil = uuid.FromStringOrNil(UUIDNilStr)

constants/trace.go

@@ -0,0 +1,21 @@
+// Package constants define constant variable
+package constants
+
+// Internal context keys for trace values set by StartTrace middleware.
+// These are gin/stdlib context keys only — actual W3C header propagation
+// (traceparent / tracestate) is handled automatically by the OTel propagator.
+const (
+	HeaderTraceID      = "trace-id"
+	HeaderSpanID       = "span-id"
+	HeaderParentSpanID = "parent-span-id"
+)
+
+// traceCtxKey is an unexported type for context keys to avoid collisions with other packages.
+type traceCtxKey string
+
+// Typed context keys for trace values — use these with context.WithValue / ctx.Value.
+var (
+	CtxKeyTraceID      = traceCtxKey(HeaderTraceID)
+	CtxKeySpanID       = traceCtxKey(HeaderSpanID)
+	CtxKeyParentSpanID = traceCtxKey(HeaderParentSpanID)
+)

database/async_task_extended.go

@@ -0,0 +1,228 @@
+// Package database define database operation functions
+package database
+
+import (
+	"context"
+	"time"
+
+	"modelRT/orm"
+
+	"github.com/gofrs/uuid"
+	"gorm.io/gorm"
+)
+
+// UpdateTaskStarted updates task start time and status to running
+func UpdateTaskStarted(ctx context.Context, tx *gorm.DB, taskID uuid.UUID, startedAt int64) error {
+	cancelCtx, cancel := context.WithTimeout(ctx, 5*time.Second)
+	defer cancel()
+
+	result := tx.WithContext(cancelCtx).
+		Model(&orm.AsyncTask{}).
+		Where("task_id = ?", taskID).
+		Updates(map[string]any{
+			"status":     orm.AsyncTaskStatusRunning,
+			"started_at": startedAt,
+		})
+
+	return result.Error
+}
+
+// UpdateTaskRetryInfo updates task retry information
+func UpdateTaskRetryInfo(ctx context.Context, tx *gorm.DB, taskID uuid.UUID, retryCount int, nextRetryTime int64) error {
+	cancelCtx, cancel := context.WithTimeout(ctx, 5*time.Second)
+	defer cancel()
+
+	updateData := map[string]any{
+		"retry_count": retryCount,
+	}
+	if nextRetryTime <= 0 {
+		updateData["next_retry_time"] = nil
+	} else {
+		updateData["next_retry_time"] = nextRetryTime
+	}
+
+	result := tx.WithContext(cancelCtx).
+		Model(&orm.AsyncTask{}).
+		Where("task_id = ?", taskID).
+		Updates(updateData)
+
+	return result.Error
+}
+
+// UpdateTaskErrorInfo updates task error information
+func UpdateTaskErrorInfo(ctx context.Context, tx *gorm.DB, taskID uuid.UUID, errorMsg, stackTrace string) error {
+	cancelCtx, cancel := context.WithTimeout(ctx, 5*time.Second)
+	defer cancel()
+
+	result := tx.WithContext(cancelCtx).
+		Model(&orm.AsyncTask{}).
+		Where("task_id = ?", taskID).
+		Updates(map[string]any{
+			"failure_reason": errorMsg,
+			"stack_trace":    stackTrace,
+			"status":         orm.AsyncTaskStatusFailed,
+		})
+
+	return result.Error
+}
+
+// UpdateTaskExecutionTime updates task execution time
+func UpdateTaskExecutionTime(ctx context.Context, tx *gorm.DB, taskID uuid.UUID, executionTime int64) error {
+	cancelCtx, cancel := context.WithTimeout(ctx, 5*time.Second)
+	defer cancel()
+
+	result := tx.WithContext(cancelCtx).
+		Model(&orm.AsyncTask{}).
+		Where("task_id = ?", taskID).
+		Update("execution_time", executionTime)
+
+	return result.Error
+}
+
+// UpdateTaskWorkerID updates the worker ID that is processing the task
+func UpdateTaskWorkerID(ctx context.Context, tx *gorm.DB, taskID uuid.UUID, workerID string) error {
+	cancelCtx, cancel := context.WithTimeout(ctx, 5*time.Second)
+	defer cancel()
+
+	result := tx.WithContext(cancelCtx).
+		Model(&orm.AsyncTask{}).
+		Where("task_id = ?", taskID).
+		Update("worker_id", workerID)
+
+	return result.Error
+}
+
+// UpdateTaskPriority updates task priority
+func UpdateTaskPriority(ctx context.Context, tx *gorm.DB, taskID uuid.UUID, priority int) error {
+	cancelCtx, cancel := context.WithTimeout(ctx, 5*time.Second)
+	defer cancel()
+
+	result := tx.WithContext(cancelCtx).
+		Model(&orm.AsyncTask{}).
+		Where("task_id = ?", taskID).
+		Update("priority", priority)
+
+	return result.Error
+}
+
+// UpdateTaskQueueName updates task queue name
+func UpdateTaskQueueName(ctx context.Context, tx *gorm.DB, taskID uuid.UUID, queueName string) error {
+	cancelCtx, cancel := context.WithTimeout(ctx, 5*time.Second)
+	defer cancel()
+
+	result := tx.WithContext(cancelCtx).
+		Model(&orm.AsyncTask{}).
+		Where("task_id = ?", taskID).
+		Update("queue_name", queueName)
+
+	return result.Error
+}
+
+// UpdateTaskCreatedBy updates task creator information
+func UpdateTaskCreatedBy(ctx context.Context, tx *gorm.DB, taskID uuid.UUID, createdBy string) error {
+	cancelCtx, cancel := context.WithTimeout(ctx, 5*time.Second)
+	defer cancel()
+
+	result := tx.WithContext(cancelCtx).
+		Model(&orm.AsyncTask{}).
+		Where("task_id = ?", taskID).
+		Update("created_by", createdBy)
+
+	return result.Error
+}
+
+// UpdateTaskResultWithMetrics updates task result with execution metrics
+func UpdateTaskResultWithMetrics(ctx context.Context, tx *gorm.DB, taskID uuid.UUID, executionTime int64, memoryUsage *int64, cpuUsage *float64, retryCount int, completedAt int64) error {
+	cancelCtx, cancel := context.WithTimeout(ctx, 5*time.Second)
+	defer cancel()
+
+	result := tx.WithContext(cancelCtx).
+		Model(&orm.AsyncTaskResult{}).
+		Where("task_id = ?", taskID).
+		Updates(map[string]any{
+			"execution_time": executionTime,
+			"memory_usage":   memoryUsage,
+			"cpu_usage":      cpuUsage,
+			"retry_count":    retryCount,
+			"completed_at":   completedAt,
+		})
+
+	return result.Error
+}
+
+// GetTasksForRetry retrieves tasks that are due for retry
+func GetTasksForRetry(ctx context.Context, tx *gorm.DB, limit int) ([]orm.AsyncTask, error) {
+	var tasks []orm.AsyncTask
+
+	cancelCtx, cancel := context.WithTimeout(ctx, 5*time.Second)
+	defer cancel()
+
+	now := time.Now().Unix()
+	result := tx.WithContext(cancelCtx).
+		Where("status = ? AND next_retry_time IS NOT NULL AND next_retry_time <= ?", orm.AsyncTaskStatusFailed, now).
+		Order("next_retry_time ASC").
+		Limit(limit).
+		Find(&tasks)
+
+	if result.Error != nil {
+		return nil, result.Error
+	}
+
+	return tasks, nil
+}
+
+// GetTasksByPriority retrieves tasks by priority order
+func GetTasksByPriority(ctx context.Context, tx *gorm.DB, status orm.AsyncTaskStatus, limit int) ([]orm.AsyncTask, error) {
+	var tasks []orm.AsyncTask
+
+	cancelCtx, cancel := context.WithTimeout(ctx, 5*time.Second)
+	defer cancel()
+
+	result := tx.WithContext(cancelCtx).
+		Where("status = ?", status).
+		Order("priority DESC, created_at ASC").
+		Limit(limit).
+		Find(&tasks)
+
+	if result.Error != nil {
+		return nil, result.Error
+	}
+
+	return tasks, nil
+}
+
+// GetTasksByWorkerID retrieves tasks being processed by a specific worker
+func GetTasksByWorkerID(ctx context.Context, tx *gorm.DB, workerID string) ([]orm.AsyncTask, error) {
+	var tasks []orm.AsyncTask
+
+	cancelCtx, cancel := context.WithTimeout(ctx, 5*time.Second)
+	defer cancel()
+
+	result := tx.WithContext(cancelCtx).
+		Where("worker_id = ? AND status = ?", workerID, orm.AsyncTaskStatusRunning).
+		Find(&tasks)
+
+	if result.Error != nil {
+		return nil, result.Error
+	}
+
+	return tasks, nil
+}
+
+// CleanupStaleTasks marks tasks as failed if they have been running for too long
+func CleanupStaleTasks(ctx context.Context, tx *gorm.DB, timeoutSeconds int64) (int64, error) {
+	cancelCtx, cancel := context.WithTimeout(ctx, 30*time.Second)
+	defer cancel()
+
+	threshold := time.Now().Unix() - timeoutSeconds
+	result := tx.WithContext(cancelCtx).
+		Model(&orm.AsyncTask{}).
+		Where("status = ? AND started_at IS NOT NULL AND started_at < ?", orm.AsyncTaskStatusRunning, threshold).
+		Updates(map[string]any{
+			"status":        orm.AsyncTaskStatusFailed,
+			"failure_reason": "task timeout",
+			"finished_at":   time.Now().Unix(),
+		})
+
+	return result.RowsAffected, result.Error
+}

database/async_task_operations.go

@@ -0,0 +1,323 @@
+// Package database define database operation functions
+package database
+
+import (
+	"context"
+	"time"
+
+	"modelRT/orm"
+
+	"github.com/gofrs/uuid"
+	"gorm.io/gorm"
+	"gorm.io/gorm/clause"
+)
+
+// CreateAsyncTask creates a new async task in the database
+func CreateAsyncTask(ctx context.Context, tx *gorm.DB, taskType orm.AsyncTaskType, params orm.JSONMap) (*orm.AsyncTask, error) {
+	taskID, err := uuid.NewV4()
+	if err != nil {
+		return nil, err
+	}
+
+	task := &orm.AsyncTask{
+		TaskID:    taskID,
+		TaskType:  taskType,
+		Status:    orm.AsyncTaskStatusSubmitted,
+		Params:    params,
+		CreatedAt: time.Now().Unix(),
+	}
+
+	// ctx timeout judgment
+	cancelCtx, cancel := context.WithTimeout(ctx, 5*time.Second)
+	defer cancel()
+
+	result := tx.WithContext(cancelCtx).Create(task)
+	if result.Error != nil {
+		return nil, result.Error
+	}
+
+	return task, nil
+}
+
+// GetAsyncTaskByID retrieves an async task by its ID
+func GetAsyncTaskByID(ctx context.Context, tx *gorm.DB, taskID uuid.UUID) (*orm.AsyncTask, error) {
+	var task orm.AsyncTask
+
+	// ctx timeout judgment
+	cancelCtx, cancel := context.WithTimeout(ctx, 5*time.Second)
+	defer cancel()
+
+	result := tx.WithContext(cancelCtx).
+		Where("task_id = ?", taskID).
+		Clauses(clause.Locking{Strength: "UPDATE"}).
+		First(&task)
+
+	if result.Error != nil {
+		return nil, result.Error
+	}
+
+	return &task, nil
+}
+
+// GetAsyncTasksByIDs retrieves multiple async tasks by their IDs
+func GetAsyncTasksByIDs(ctx context.Context, tx *gorm.DB, taskIDs []uuid.UUID) ([]orm.AsyncTask, error) {
+	var tasks []orm.AsyncTask
+
+	if len(taskIDs) == 0 {
+		return tasks, nil
+	}
+
+	// ctx timeout judgment
+	cancelCtx, cancel := context.WithTimeout(ctx, 5*time.Second)
+	defer cancel()
+
+	result := tx.WithContext(cancelCtx).
+		Where("task_id IN ?", taskIDs).
+		Clauses(clause.Locking{Strength: "UPDATE"}).
+		Find(&tasks)
+
+	if result.Error != nil {
+		return nil, result.Error
+	}
+
+	return tasks, nil
+}
+
+// UpdateAsyncTaskStatus updates the status of an async task
+func UpdateAsyncTaskStatus(ctx context.Context, tx *gorm.DB, taskID uuid.UUID, status orm.AsyncTaskStatus) error {
+	// ctx timeout judgment
+	cancelCtx, cancel := context.WithTimeout(ctx, 5*time.Second)
+	defer cancel()
+
+	result := tx.WithContext(cancelCtx).
+		Model(&orm.AsyncTask{}).
+		Where("task_id = ?", taskID).
+		Update("status", status)
+
+	return result.Error
+}
+
+// UpdateAsyncTaskProgress updates the progress of an async task
+func UpdateAsyncTaskProgress(ctx context.Context, tx *gorm.DB, taskID uuid.UUID, progress int) error {
+	// ctx timeout judgment
+	cancelCtx, cancel := context.WithTimeout(ctx, 5*time.Second)
+	defer cancel()
+
+	result := tx.WithContext(cancelCtx).
+		Model(&orm.AsyncTask{}).
+		Where("task_id = ?", taskID).
+		Update("progress", progress)
+
+	return result.Error
+}
+
+// CompleteAsyncTask marks an async task as completed with timestamp
+func CompleteAsyncTask(ctx context.Context, tx *gorm.DB, taskID uuid.UUID, timestamp int64) error {
+	// ctx timeout judgment
+	cancelCtx, cancel := context.WithTimeout(ctx, 5*time.Second)
+	defer cancel()
+
+	result := tx.WithContext(cancelCtx).
+		Model(&orm.AsyncTask{}).
+		Where("task_id = ?", taskID).
+		Updates(map[string]any{
+			"status":       orm.AsyncTaskStatusCompleted,
+			"finished_at":  timestamp,
+			"progress":     100,
+		})
+
+	return result.Error
+}
+
+// FailAsyncTask marks an async task as failed with timestamp
+func FailAsyncTask(ctx context.Context, tx *gorm.DB, taskID uuid.UUID, timestamp int64) error {
+	// ctx timeout judgment
+	cancelCtx, cancel := context.WithTimeout(ctx, 5*time.Second)
+	defer cancel()
+
+	result := tx.WithContext(cancelCtx).
+		Model(&orm.AsyncTask{}).
+		Where("task_id = ?", taskID).
+		Updates(map[string]any{
+			"status":      orm.AsyncTaskStatusFailed,
+			"finished_at": timestamp,
+		})
+
+	return result.Error
+}
+
+// CreateAsyncTaskResult creates a result record for an async task
+func CreateAsyncTaskResult(ctx context.Context, tx *gorm.DB, taskID uuid.UUID, result orm.JSONMap) error {
+	taskResult := &orm.AsyncTaskResult{
+		TaskID: taskID,
+		Result: result,
+	}
+
+	// ctx timeout judgment
+	cancelCtx, cancel := context.WithTimeout(ctx, 5*time.Second)
+	defer cancel()
+
+	resultOp := tx.WithContext(cancelCtx).Create(taskResult)
+	return resultOp.Error
+}
+
+// UpdateAsyncTaskResultWithError upserts a task result with error information.
+func UpdateAsyncTaskResultWithError(ctx context.Context, tx *gorm.DB, taskID uuid.UUID, code int, message string, detail orm.JSONMap) error {
+	cancelCtx, cancel := context.WithTimeout(ctx, 5*time.Second)
+	defer cancel()
+
+	if err := tx.WithContext(cancelCtx).
+		Where("task_id = ?", taskID).
+		FirstOrCreate(&orm.AsyncTaskResult{TaskID: taskID}).Error; err != nil {
+		return err
+	}
+
+	return tx.WithContext(cancelCtx).
+		Model(&orm.AsyncTaskResult{}).
+		Where("task_id = ?", taskID).
+		Updates(map[string]any{
+			"error_code":    code,
+			"error_message": message,
+			"error_detail":  detail,
+			"result":        nil,
+		}).Error
+}
+
+// UpdateAsyncTaskResultWithSuccess updates a task result with success information
+func UpdateAsyncTaskResultWithSuccess(ctx context.Context, tx *gorm.DB, taskID uuid.UUID, result orm.JSONMap) error {
+	// ctx timeout judgment
+	cancelCtx, cancel := context.WithTimeout(ctx, 5*time.Second)
+	defer cancel()
+
+	// First try to update existing record, if not found create new one
+	existingResult := tx.WithContext(cancelCtx).
+		Where("task_id = ?", taskID).
+		FirstOrCreate(&orm.AsyncTaskResult{TaskID: taskID})
+
+	if existingResult.Error != nil {
+		return existingResult.Error
+	}
+
+	// Update with success information
+	updateResult := tx.WithContext(cancelCtx).
+		Model(&orm.AsyncTaskResult{}).
+		Where("task_id = ?", taskID).
+		Updates(map[string]any{
+			"result":        result,
+			"error_code":    nil,
+			"error_message": nil,
+			"error_detail":  nil,
+		})
+
+	return updateResult.Error
+}
+
+// GetAsyncTaskResult retrieves the result of an async task
+func GetAsyncTaskResult(ctx context.Context, tx *gorm.DB, taskID uuid.UUID) (*orm.AsyncTaskResult, error) {
+	var taskResult orm.AsyncTaskResult
+
+	// ctx timeout judgment
+	cancelCtx, cancel := context.WithTimeout(ctx, 5*time.Second)
+	defer cancel()
+
+	result := tx.WithContext(cancelCtx).
+		Where("task_id = ?", taskID).
+		First(&taskResult)
+
+	if result.Error != nil {
+		if result.Error == gorm.ErrRecordNotFound {
+			return nil, nil
+		}
+		return nil, result.Error
+	}
+
+	return &taskResult, nil
+}
+
+// GetAsyncTaskResults retrieves multiple task results by task IDs
+func GetAsyncTaskResults(ctx context.Context, tx *gorm.DB, taskIDs []uuid.UUID) ([]orm.AsyncTaskResult, error) {
+	var taskResults []orm.AsyncTaskResult
+
+	if len(taskIDs) == 0 {
+		return taskResults, nil
+	}
+
+	// ctx timeout judgment
+	cancelCtx, cancel := context.WithTimeout(ctx, 5*time.Second)
+	defer cancel()
+
+	result := tx.WithContext(cancelCtx).
+		Where("task_id IN ?", taskIDs).
+		Find(&taskResults)
+
+	if result.Error != nil {
+		return nil, result.Error
+	}
+
+	return taskResults, nil
+}
+
+// GetPendingTasks retrieves pending tasks (submitted but not yet running/completed)
+func GetPendingTasks(ctx context.Context, tx *gorm.DB, limit int) ([]orm.AsyncTask, error) {
+	var tasks []orm.AsyncTask
+
+	// ctx timeout judgment
+	cancelCtx, cancel := context.WithTimeout(ctx, 5*time.Second)
+	defer cancel()
+
+	result := tx.WithContext(cancelCtx).
+		Where("status = ?", orm.AsyncTaskStatusSubmitted).
+		Order("created_at ASC").
+		Limit(limit).
+		Find(&tasks)
+
+	if result.Error != nil {
+		return nil, result.Error
+	}
+
+	return tasks, nil
+}
+
+// GetTasksByStatus retrieves tasks by status
+func GetTasksByStatus(ctx context.Context, tx *gorm.DB, status orm.AsyncTaskStatus, limit int) ([]orm.AsyncTask, error) {
+	var tasks []orm.AsyncTask
+
+	// ctx timeout judgment
+	cancelCtx, cancel := context.WithTimeout(ctx, 5*time.Second)
+	defer cancel()
+
+	result := tx.WithContext(cancelCtx).
+		Where("status = ?", status).
+		Order("created_at ASC").
+		Limit(limit).
+		Find(&tasks)
+
+	if result.Error != nil {
+		return nil, result.Error
+	}
+
+	return tasks, nil
+}
+
+// DeleteOldTasks deletes tasks older than the specified timestamp
+func DeleteOldTasks(ctx context.Context, tx *gorm.DB, olderThan int64) error {
+	// ctx timeout judgment
+	cancelCtx, cancel := context.WithTimeout(ctx, 30*time.Second)
+	defer cancel()
+
+	// First delete task results
+	result := tx.WithContext(cancelCtx).
+		Where("task_id IN (SELECT task_id FROM async_task WHERE created_at < ?)", olderThan).
+		Delete(&orm.AsyncTaskResult{})
+
+	if result.Error != nil {
+		return result.Error
+	}
+
+	// Then delete tasks
+	result = tx.WithContext(cancelCtx).
+		Where("created_at < ?", olderThan).
+		Delete(&orm.AsyncTask{})
+
+	return result.Error
+}

database/create_component.go

@@ -6,7 +6,7 @@ import (
 	"fmt"
 	"time"
 
-	"modelRT/constant"
+	"modelRT/common/errcode"
 	"modelRT/network"
 	"modelRT/orm"
 
@@ -15,43 +15,34 @@ import (
 )
 
 // CreateComponentIntoDB define create component info of the circuit diagram into DB
-func CreateComponentIntoDB(ctx context.Context, tx *gorm.DB, componentInfos []network.ComponentCreateInfo) error {
+func CreateComponentIntoDB(ctx context.Context, tx *gorm.DB, componentInfo network.ComponentCreateInfo) (string, error) {
 	cancelCtx, cancel := context.WithTimeout(ctx, 5*time.Second)
 	defer cancel()
 
-	var componentSlice []orm.Component
-	for _, info := range componentInfos {
-		globalUUID, err := uuid.FromString(info.UUID)
+	globalUUID, err := uuid.FromString(componentInfo.UUID)
 	if err != nil {
-			return fmt.Errorf("format uuid from string type failed:%w", err)
+		return "", fmt.Errorf("format uuid from string type failed:%w", err)
 	}
 
-		componentInfo := orm.Component{
+	component := orm.Component{
 		GlobalUUID:  globalUUID,
-			GridID:        info.GridID,
-			ZoneID:        info.ZoneID,
-			StationID:     info.StationID,
-			ComponentType: info.ComponentType,
-			State:         info.State,
-			ConnectedBus:  info.ConnectedBus,
-			Name:          info.Name,
-			VisibleID:     info.Name,
-			Description:   info.Description,
-			Context:       info.Context,
-			Comment:       info.Comment,
-			InService:     info.InService,
-		}
-		componentSlice = append(componentSlice, componentInfo)
+		GridName:    componentInfo.GridName,
+		ZoneName:    componentInfo.ZoneName,
+		StationName: componentInfo.StationName,
+		Tag:         componentInfo.Tag,
+		Name:        componentInfo.Name,
+		Context:     componentInfo.Context,
+		Op:          componentInfo.Op,
+		TS:          time.Now(),
 	}
 
-	result := tx.WithContext(cancelCtx).Create(&componentSlice)
-
-	if result.Error != nil || result.RowsAffected != int64(len(componentSlice)) {
+	result := tx.WithContext(cancelCtx).Create(&component)
+	if result.Error != nil || result.RowsAffected == 0 {
 		err := result.Error
-		if result.RowsAffected != int64(len(componentSlice)) {
-			err = fmt.Errorf("%w:please check insert component slice", constant.ErrInsertRowUnexpected)
+		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 "", fmt.Errorf("insert component info failed:%w", err)
 	}
-	return nil
+	return component.GlobalUUID.String(), nil
 }

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_model_info.go

@@ -6,27 +6,20 @@ import (
 	"fmt"
 	"time"
 
-	"modelRT/constant"
+	"modelRT/common/errcode"
 	"modelRT/model"
-	"modelRT/network"
 
-	"github.com/gofrs/uuid"
 	jsoniter "github.com/json-iterator/go"
 	"gorm.io/gorm"
 )
 
 // CreateModelIntoDB define create component model params of the circuit diagram into DB
-func CreateModelIntoDB(ctx context.Context, tx *gorm.DB, componentInfos []network.ComponentCreateInfo) error {
+func CreateModelIntoDB(ctx context.Context, tx *gorm.DB, componentID int64, componentType int, modelParas string) error {
 	cancelCtx, cancel := context.WithTimeout(ctx, 5*time.Second)
 	defer cancel()
-	for _, componentInfo := range componentInfos {
-		modelStruct := model.SelectModelByType(componentInfo.ComponentType)
-		globalUUID, err := uuid.FromString(componentInfo.UUID)
-		if err != nil {
-			return fmt.Errorf("format uuid from string type failed:%w", err)
-		}
-		modelStruct.SetUUID(globalUUID)
-		err = jsoniter.Unmarshal([]byte(componentInfo.Params), modelStruct)
+	modelStruct := model.SelectModelByType(componentType)
+	modelStruct.SetComponentID(componentID)
+	err := jsoniter.Unmarshal([]byte(modelParas), modelStruct)
 	if err != nil {
 		return fmt.Errorf("unmarshal component model params failed:%w", err)
 	}
@@ -35,10 +28,9 @@ func CreateModelIntoDB(ctx context.Context, tx *gorm.DB, componentInfos []networ
 	if result.Error != nil || result.RowsAffected == 0 {
 		err := result.Error
 		if result.RowsAffected == 0 {
-				err = fmt.Errorf("%w:please check insert model params", constant.ErrInsertRowUnexpected)
+			err = fmt.Errorf("%w:please check insert model params", errcode.ErrInsertRowUnexpected)
 		}
 		return fmt.Errorf("insert component model params into table %s failed:%w", modelStruct.ReturnTableName(), err)
 	}
-	}
 	return nil
 }

database/create_topologic.go

@@ -6,7 +6,7 @@ import (
 	"fmt"
 	"time"
 
-	"modelRT/constant"
+	"modelRT/common/errcode"
 	"modelRT/network"
 	"modelRT/orm"
 
@@ -21,11 +21,9 @@ func CreateTopologicIntoDB(ctx context.Context, tx *gorm.DB, pageID int64, topol
 	var topologicSlice []orm.Topologic
 	for _, info := range topologicInfos {
 		topologicInfo := orm.Topologic{
-			PageID:   pageID,
 			UUIDFrom: info.UUIDFrom,
 			UUIDTo:   info.UUIDTo,
 			Flag:     info.Flag,
-			Comment:  info.Comment,
 		}
 		topologicSlice = append(topologicSlice, topologicInfo)
 	}
@@ -35,7 +33,7 @@ func CreateTopologicIntoDB(ctx context.Context, tx *gorm.DB, pageID int64, topol
 	if result.Error != nil || result.RowsAffected != int64(len(topologicSlice)) {
 		err := result.Error
 		if result.RowsAffected != int64(len(topologicSlice)) {
-			err = fmt.Errorf("%w:please check insert topologic slice", constant.ErrInsertRowUnexpected)
+			err = fmt.Errorf("%w:please check insert topologic slice", errcode.ErrInsertRowUnexpected)
 		}
 		return fmt.Errorf("insert topologic link failed:%w", err)
 	}

database/delete_topologic.go

@@ -6,7 +6,7 @@ import (
 	"fmt"
 	"time"
 
-	"modelRT/constant"
+	"modelRT/common/errcode"
 	"modelRT/network"
 	"modelRT/orm"
 
@@ -23,7 +23,7 @@ func DeleteTopologicIntoDB(ctx context.Context, tx *gorm.DB, pageID int64, delIn
 	if result.Error != nil || result.RowsAffected == 0 {
 		err := result.Error
 		if result.RowsAffected == 0 {
-			err = fmt.Errorf("%w:please check delete topologic where conditions", constant.ErrDeleteRowZero)
+			err = fmt.Errorf("%w:please check delete topologic where conditions", errcode.ErrDeleteRowZero)
 		}
 		return fmt.Errorf("delete topologic link failed:%w", err)
 	}

database/fill_identity_token_model.go

@@ -0,0 +1,89 @@
+// 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{
+		GridName:    identModel.GetGridName(),
+		ZoneName:    identModel.GetZoneName(),
+		StationName: identModel.GetStationName(),
+	}
+
+	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{
+		GridName:    identModel.GetGridName(),
+		ZoneName:    identModel.GetZoneName(),
+		StationName: identModel.GetStationName(),
+		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)
+	switch identSliceLen {
+	case 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
+	case 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/filling_attr_model_info.go

@@ -0,0 +1,98 @@
+// Package database define database operation functions
+package database
+
+import (
+	"context"
+	"errors"
+	"fmt"
+	"strings"
+
+	"modelRT/diagram"
+	"modelRT/model"
+
+	"gorm.io/gorm"
+)
+
+// ParseAttrToken define return the attribute model interface based on the input attribute token. doc addr http://server.baseware.net:6875/books/product-design-docs/page/d6baf
+func ParseAttrToken(ctx context.Context, tx *gorm.DB, attrToken, clientToken string) (model.AttrModelInterface, error) {
+	rs := diagram.NewRedisString(ctx, attrToken, clientToken, 10, true)
+
+	attrSlice := strings.Split(attrToken, ".")
+	attrLen := len(attrSlice)
+	switch attrLen {
+	case 4:
+		short := &model.ShortAttrInfo{
+			AttrGroupName: attrSlice[2],
+			AttrKey:       attrSlice[3],
+		}
+		err := FillingShortAttrModel(ctx, tx, attrSlice, short)
+		if err != nil {
+			return nil, err
+		}
+
+		attrValue, err := rs.Get(attrToken)
+		if err != nil {
+			return nil, err
+		}
+		short.AttrValue = attrValue
+		return short, nil
+	case 7:
+		long := &model.LongAttrInfo{
+			AttrGroupName: attrSlice[5],
+			AttrKey:       attrSlice[6],
+		}
+		err := FillingLongAttrModel(ctx, tx, attrSlice, long)
+		if err != nil {
+			return nil, err
+		}
+
+		attrValue, err := rs.Get(attrToken)
+		if err != nil {
+			return nil, err
+		}
+		long.AttrValue = attrValue
+		return long, nil
+	}
+	return nil, errors.New("invalid attribute token format")
+}
+
+// FillingShortAttrModel define filling short attribute model info
+func FillingShortAttrModel(ctx context.Context, tx *gorm.DB, attrItems []string, attrModel *model.ShortAttrInfo) error {
+	component, err := QueryComponentByNSPath(ctx, tx, attrItems[0])
+	if err != nil {
+		return err
+	}
+	attrModel.ComponentInfo = &component
+	return nil
+}
+
+// FillingLongAttrModel define filling long attribute model info
+func FillingLongAttrModel(ctx context.Context, tx *gorm.DB, attrItems []string, attrModel *model.LongAttrInfo) error {
+	grid, err := QueryGridByTagName(ctx, tx, attrItems[0])
+	if err != nil {
+		return err
+	}
+	attrModel.GridInfo = &grid
+	zone, err := QueryZoneByTagName(ctx, tx, attrItems[1])
+	if err != nil {
+		return err
+	}
+	attrModel.ZoneInfo = &zone
+	station, err := QueryStationByTagName(ctx, tx, attrItems[2])
+	if err != nil {
+		return err
+	}
+	attrModel.StationInfo = &station
+	component, err := QueryComponentByNSPath(ctx, tx, attrItems[3])
+	if err != nil {
+		return err
+	}
+	attrModel.ComponentInfo = &component
+	return nil
+}
+
+// QueryAttrValueFromRedis define query attribute value from redis by attrKey
+func QueryAttrValueFromRedis(attrKey string) string {
+	fmt.Println(attrKey)
+	return ""
+}

database/postgres_init.go

@@ -4,7 +4,9 @@ package database
 import (
 	"context"
 	"sync"
-	"time"
+
+	"modelRT/logger"
+	"modelRT/orm"
 
 	"gorm.io/driver/postgres"
 	"gorm.io/gorm"
@@ -13,15 +15,11 @@ import (
 var (
 	postgresOnce          sync.Once
 	_globalPostgresClient *gorm.DB
-	_globalPostgresMu     sync.RWMutex
 )
 
 // GetPostgresDBClient returns the global PostgresDB client.It's safe for concurrent use.
 func GetPostgresDBClient() *gorm.DB {
-	_globalPostgresMu.RLock()
-	client := _globalPostgresClient
-	_globalPostgresMu.RUnlock()
-	return client
+	return _globalPostgresClient
 }
 
 // InitPostgresDBInstance return instance of PostgresDB client
@@ -34,11 +32,19 @@ func InitPostgresDBInstance(ctx context.Context, PostgresDBURI string) *gorm.DB
 
 // initPostgresDBClient return successfully initialized PostgresDB client
 func initPostgresDBClient(ctx context.Context, PostgresDBURI string) *gorm.DB {
-	ctx, cancel := context.WithTimeout(ctx, 10*time.Second)
-	defer cancel()
-	db, err := gorm.Open(postgres.Open(PostgresDBURI), &gorm.Config{})
+	db, err := gorm.Open(postgres.Open(PostgresDBURI), &gorm.Config{Logger: logger.NewGormLogger()})
 	if err != nil {
 		panic(err)
 	}
+
+	// Auto migrate async task tables
+	err = db.WithContext(ctx).AutoMigrate(
+		&orm.AsyncTask{},
+		&orm.AsyncTaskResult{},
+	)
+	if err != nil {
+		panic(err)
+	}
+
 	return db
 }

database/query_bay.go

@@ -0,0 +1,56 @@
+// Package database define database operation functions
+package database
+
+import (
+	"context"
+	"time"
+
+	"modelRT/logger"
+	"modelRT/orm"
+
+	"github.com/gofrs/uuid"
+	"gorm.io/gorm"
+	"gorm.io/gorm/clause"
+)
+
+// QueryBayByUUID returns the Bay record matching bayUUID.
+func QueryBayByUUID(ctx context.Context, tx *gorm.DB, bayUUID uuid.UUID) (*orm.Bay, error) {
+	var bay orm.Bay
+
+	cancelCtx, cancel := context.WithTimeout(ctx, 5*time.Second)
+	defer cancel()
+
+	result := tx.WithContext(cancelCtx).
+		Where("bay_uuid = ?", bayUUID).
+		Clauses(clause.Locking{Strength: "UPDATE"}).
+		First(&bay)
+
+	if result.Error != nil {
+		return nil, result.Error
+	}
+	return &bay, nil
+}
+
+// QueryBaysByUUIDs returns Bay records matching the given UUIDs in a single query.
+// The returned slice preserves database order; unmatched UUIDs are silently omitted.
+func QueryBaysByUUIDs(ctx context.Context, tx *gorm.DB, bayUUIDs []uuid.UUID) ([]orm.Bay, error) {
+	if len(bayUUIDs) == 0 {
+		return nil, nil
+	}
+
+	var bays []orm.Bay
+
+	cancelCtx, cancel := context.WithTimeout(ctx, 5*time.Second)
+	defer cancel()
+
+	result := tx.WithContext(cancelCtx).
+		Where("bay_uuid IN ?", bayUUIDs).
+		Clauses(clause.Locking{Strength: "UPDATE"}).
+		Find(&bays)
+
+	if result.Error != nil {
+		logger.Error(ctx, "query bays by uuids failed", "error", result.Error)
+		return nil, result.Error
+	}
+	return bays, nil
+}

database/query_component.go

@@ -4,60 +4,206 @@ package database
 import (
 	"context"
 	"fmt"
-	"strconv"
 	"time"
 
-	"modelRT/config"
-	"modelRT/diagram"
 	"modelRT/orm"
 
-	"github.com/panjf2000/ants/v2"
-	"go.uber.org/zap"
+	"github.com/gofrs/uuid"
+	"gorm.io/gorm"
 	"gorm.io/gorm/clause"
 )
 
 // QueryCircuitDiagramComponentFromDB return the result of query circuit diagram component info order by page id from postgresDB
-func QueryCircuitDiagramComponentFromDB(ctx context.Context, pool *ants.PoolWithFunc, logger *zap.Logger) error {
-	var Components []orm.Component
+// func QueryCircuitDiagramComponentFromDB(ctx context.Context, tx *gorm.DB, pool *ants.PoolWithFunc) (map[uuid.UUID]string, error) {
+// 	var components []orm.Component
+// 	// 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(&components)
+// 	if result.Error != nil {
+// 		logger.Error(ctx, "query circuit diagram component info failed", "error", result.Error)
+// 		return nil, result.Error
+// 	}
+
+// 	componentTypeMap := make(map[uuid.UUID]string, len(components))
+// 	for _, component := range components {
+// 		pool.Invoke(config.ModelParseConfig{
+// 			ComponentInfo: component,
+// 			Ctx:           ctx,
+// 		})
+
+// 		componentTypeMap[component.GlobalUUID] = component.GlobalUUID.String()
+// 	}
+// 	return componentTypeMap, nil
+// }
+
+// QueryComponentByUUID return the result of query circuit diagram component info by uuid from postgresDB
+func QueryComponentByUUID(ctx context.Context, tx *gorm.DB, uuid uuid.UUID) (orm.Component, error) {
+	var component orm.Component
 	// ctx超时判断
 	cancelCtx, cancel := context.WithTimeout(ctx, 5*time.Second)
 	defer cancel()
-	result := _globalPostgresClient.WithContext(cancelCtx).Clauses(clause.Locking{Strength: "UPDATE"}).Find(&Components)
-	if result.Error != nil {
-		logger.Error("query circuit diagram component info failed", zap.Error(result.Error))
-		return result.Error
-	}
+	result := tx.WithContext(cancelCtx).
+		Where("global_uuid = ?", uuid).
+		Clauses(clause.Locking{Strength: "UPDATE"}).
+		First(&component)
 
-	for _, component := range Components {
-		pool.Invoke(config.ModelParseConfig{
-			ComponentInfo: component,
-			Context:       ctx,
-		})
+	if result.Error != nil {
+		return orm.Component{}, result.Error
 	}
-	return nil
+	return component, nil
 }
 
-// QueryElectricalEquipmentUUID return the result of query electrical equipment uuid from postgresDB by circuit diagram id info
-func QueryElectricalEquipmentUUID(ctx context.Context, diagramID int64, logger *zap.Logger) error {
-	var uuids []string
-	// ctx超时判断
-	cancelCtx, cancel := context.WithTimeout(ctx, 5*time.Second)
-	defer cancel()
-	tableName := "circuit_diagram_" + strconv.FormatInt(diagramID, 10)
-	result := _globalPostgresClient.Table(tableName).WithContext(cancelCtx).Clauses(clause.Locking{Strength: "UPDATE"}).Select("uuid").Find(&uuids)
+// QueryComponentByCompTag return the result of query circuit diagram component info by component tag from postgresDB
+func QueryComponentByCompTag(ctx context.Context, tx *gorm.DB, tag string) (orm.Component, error) {
+	var component orm.Component
+	result := tx.WithContext(ctx).
+		Where("tag = ?", tag).
+		Clauses(clause.Locking{Strength: "UPDATE"}).
+		First(&component)
+
 	if result.Error != nil {
-		logger.Error("query circuit diagram overview info failed", zap.Error(result.Error))
-		return result.Error
+		return orm.Component{}, result.Error
+	}
+	return component, nil
+}
+
+// QueryComponentByCompTags return the result of query circuit diagram component info by components tag from postgresDB
+func QueryComponentByCompTags(ctx context.Context, tx *gorm.DB, tags []string) (map[string]orm.Component, error) {
+	if len(tags) == 0 {
+		return make(map[string]orm.Component), nil
 	}
 
-	for _, uuid := range uuids {
-		diagramParamsMap, err := diagram.GetComponentMap(uuid)
+	var results []orm.Component
+	err := tx.WithContext(ctx).
+		Model(orm.Component{}).
+		Select("global_uuid,tag, model_name").
+		Where("tag IN ?", tags).
+		Find(&results).Error
 	if err != nil {
-			logger.Error("get electrical circuit diagram overview info failed", zap.Error(result.Error))
-			return result.Error
-		}
-		fmt.Println(diagramParamsMap, err)
+		return nil, err
 	}
 
-	return nil
+	compModelMap := make(map[string]orm.Component, len(results))
+	for _, result := range results {
+		compModelMap[result.Tag] = result
+	}
+	return compModelMap, nil
+}
+
+// QueryComponentByPageID return the result of query circuit diagram component info by page id from postgresDB
+func QueryComponentByPageID(ctx context.Context, tx *gorm.DB, uuid uuid.UUID) (orm.Component, error) {
+	var component orm.Component
+	// ctx超时判断
+	cancelCtx, cancel := context.WithTimeout(ctx, 5*time.Second)
+	defer cancel()
+
+	result := tx.WithContext(cancelCtx).Where("page_id = ? ", uuid).Clauses(clause.Locking{Strength: "UPDATE"}).Find(&component)
+	if result.Error != nil {
+		return orm.Component{}, result.Error
+	}
+	return component, nil
+}
+
+// QueryComponentByNSPath return the result of query circuit diagram component info by ns path from postgresDB
+func QueryComponentByNSPath(ctx context.Context, tx *gorm.DB, nsPath string) (orm.Component, error) {
+	var component orm.Component
+	// ctx超时判断
+	cancelCtx, cancel := context.WithTimeout(ctx, 5*time.Second)
+	defer cancel()
+
+	result := tx.WithContext(cancelCtx).Where("NAME = ? ", nsPath).Clauses(clause.Locking{Strength: "UPDATE"}).Find(&component)
+	if result.Error != nil {
+		return orm.Component{}, result.Error
+	}
+	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
+}
+
+// QueryComponentsInServiceByUUIDs returns a map of global_uuid → in_service for the
+// given UUIDs. Only global_uuid and in_service columns are selected for efficiency.
+func QueryComponentsInServiceByUUIDs(ctx context.Context, tx *gorm.DB, uuids []uuid.UUID) (map[uuid.UUID]bool, error) {
+	if len(uuids) == 0 {
+		return make(map[uuid.UUID]bool), nil
+	}
+
+	type row struct {
+		GlobalUUID uuid.UUID `gorm:"column:global_uuid"`
+		InService  bool      `gorm:"column:in_service"`
+	}
+
+	var rows []row
+
+	cancelCtx, cancel := context.WithTimeout(ctx, 5*time.Second)
+	defer cancel()
+
+	result := tx.WithContext(cancelCtx).
+		Model(&orm.Component{}).
+		Select("global_uuid, in_service").
+		Where("global_uuid IN ?", uuids).
+		Scan(&rows)
+	if result.Error != nil {
+		return nil, result.Error
+	}
+
+	m := make(map[uuid.UUID]bool, len(rows))
+	for _, r := range rows {
+		m[r.GlobalUUID] = r.InService
+	}
+	return m, 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_component_attribute.go

@@ -0,0 +1,27 @@
+// Package database define database operation functions
+package database
+
+import (
+	"modelRT/orm"
+
+	"gorm.io/gorm"
+)
+
+// GenAllAttributeMap define func to query global_uuid、component tag、component nspath field for attribute group
+func GenAllAttributeMap(db *gorm.DB) (map[string]orm.AttributeSet, error) {
+	var compResults []orm.Component
+	resMap := make(map[string]orm.AttributeSet)
+
+	err := db.Model(&orm.Component{}).Select("global_uuid", "station_id", "tag", "nspath").Find(&compResults).Error
+	if err != nil {
+		return nil, err
+	}
+
+	for _, r := range compResults {
+		resMap[r.GlobalUUID.String()] = orm.AttributeSet{
+			CompTag:    r.Tag,
+			CompNSPath: r.NSPath,
+		}
+	}
+	return resMap, nil
+}

database/query_component_measurement.go

@@ -0,0 +1,139 @@
+// Package database define database operation functions
+package database
+
+import (
+	"context"
+	"fmt"
+
+	"modelRT/orm"
+
+	"golang.org/x/sync/errgroup"
+	"gorm.io/gorm"
+)
+
+type ZoneWithParent struct {
+	orm.Zone
+	GridTag string `gorm:"column:grid_tag"`
+}
+
+type StationWithParent struct {
+	orm.Zone
+	ZoneTag string `gorm:"column:zone_tag"`
+}
+
+func GetFullMeasurementSet(ctx context.Context, db *gorm.DB) (*orm.MeasurementSet, error) {
+	mSet := &orm.MeasurementSet{
+		GridToZoneTags:       make(map[string][]string),
+		ZoneToStationTags:    make(map[string][]string),
+		StationToCompNSPaths: make(map[string][]string),
+		CompNSPathToCompTags: make(map[string][]string),
+		CompTagToMeasTags:    make(map[string][]string),
+	}
+
+	g, gctx := errgroup.WithContext(ctx)
+	db = db.WithContext(gctx)
+
+	g.Go(func() error {
+		var grids []orm.Grid
+		if err := db.Table("grid").Select("tagname").Scan(&grids).Error; err != nil {
+			return fmt.Errorf("query grids: %w", err)
+		}
+		for _, grid := range grids {
+			if grid.TAGNAME != "" {
+				mSet.AllGridTags = append(mSet.AllGridTags, grid.TAGNAME)
+			}
+		}
+		return nil
+	})
+
+	g.Go(func() error {
+		var zones []struct {
+			orm.Zone
+			GridTag string `gorm:"column:grid_tag"`
+		}
+		if err := db.Table("zone").
+			Select("zone.*, grid.tagname as grid_tag").
+			Joins("left join grid on zone.grid_id = grid.id").
+			Scan(&zones).Error; err != nil {
+			return fmt.Errorf("query zones: %w", err)
+		}
+		for _, z := range zones {
+			mSet.AllZoneTags = append(mSet.AllZoneTags, z.TAGNAME)
+			if z.GridTag != "" {
+				mSet.GridToZoneTags[z.GridTag] = append(mSet.GridToZoneTags[z.GridTag], z.TAGNAME)
+			}
+		}
+		return nil
+	})
+
+	g.Go(func() error {
+		var stations []struct {
+			orm.Station
+			ZoneTag string `gorm:"column:zone_tag"`
+		}
+		if err := db.Table("station").
+			Select("station.*, zone.tagname as zone_tag").
+			Joins("left join zone on station.zone_id = zone.id").
+			Scan(&stations).Error; err != nil {
+			return fmt.Errorf("query stations: %w", err)
+		}
+		for _, s := range stations {
+			mSet.AllStationTags = append(mSet.AllStationTags, s.TAGNAME)
+			if s.ZoneTag != "" {
+				mSet.ZoneToStationTags[s.ZoneTag] = append(mSet.ZoneToStationTags[s.ZoneTag], s.TAGNAME)
+			}
+		}
+		return nil
+	})
+
+	g.Go(func() error {
+		var comps []struct {
+			orm.Component
+			StationTag string `gorm:"column:station_tag"`
+		}
+		if err := db.Table("component").
+			Select("component.*, station.tagname as station_tag").
+			Joins("left join station on component.station_id = station.id").
+			Scan(&comps).Error; err != nil {
+			return fmt.Errorf("query components: %w", err)
+		}
+		for _, c := range comps {
+			mSet.AllCompNSPaths = append(mSet.AllCompNSPaths, c.NSPath)
+			mSet.AllCompTags = append(mSet.AllCompTags, c.Tag)
+			if c.StationTag != "" {
+				mSet.StationToCompNSPaths[c.StationTag] = append(mSet.StationToCompNSPaths[c.StationTag], c.NSPath)
+			}
+			if c.NSPath != "" {
+				mSet.CompNSPathToCompTags[c.NSPath] = append(mSet.CompNSPathToCompTags[c.NSPath], c.Tag)
+			}
+		}
+		return nil
+	})
+
+	g.Go(func() error {
+		var measurements []struct {
+			orm.Measurement
+			CompTag string `gorm:"column:comp_tag"`
+		}
+		if err := db.Table("measurement").
+			Select("measurement.*, component.tag as comp_tag").
+			Joins("left join component on measurement.component_uuid = component.global_uuid").
+			Scan(&measurements).Error; err != nil {
+			return fmt.Errorf("query measurements: %w", err)
+		}
+		for _, m := range measurements {
+			mSet.AllMeasTags = append(mSet.AllMeasTags, m.Tag)
+			if m.CompTag != "" {
+				mSet.CompTagToMeasTags[m.CompTag] = append(mSet.CompTagToMeasTags[m.CompTag], m.Tag)
+			}
+		}
+		return nil
+	})
+
+	if err := g.Wait(); err != nil {
+		return nil, err
+	}
+
+	mSet.AllConfigTags = append(mSet.AllConfigTags, "bay")
+	return mSet, nil
+}

database/query_grid.go

@@ -0,0 +1,26 @@
+// Package database define database operation functions
+package database
+
+import (
+	"context"
+	"time"
+
+	"modelRT/orm"
+
+	"gorm.io/gorm"
+	"gorm.io/gorm/clause"
+)
+
+// QueryGridByTagName return the result of query circuit diagram grid info by tagName from postgresDB
+func QueryGridByTagName(ctx context.Context, tx *gorm.DB, tagName string) (orm.Grid, error) {
+	var grid orm.Grid
+	// ctx超时判断
+	cancelCtx, cancel := context.WithTimeout(ctx, 5*time.Second)
+	defer cancel()
+
+	result := tx.WithContext(cancelCtx).Where("TAGNAME = ? ", tagName).Clauses(clause.Locking{Strength: "UPDATE"}).Find(&grid)
+	if result.Error != nil {
+		return orm.Grid{}, result.Error
+	}
+	return grid, nil
+}

database/query_measurement.go

@@ -0,0 +1,62 @@
+// Package database define database operation functions
+package database
+
+import (
+	"context"
+	"time"
+
+	"modelRT/orm"
+
+	"gorm.io/gorm"
+	"gorm.io/gorm/clause"
+)
+
+// 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 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 {
+		return orm.Measurement{}, result.Error
+	}
+	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/query_node_inof.go

@@ -0,0 +1,81 @@
+// Package database define database operation functions
+package database
+
+import (
+	"context"
+	"fmt"
+	"time"
+
+	"modelRT/orm"
+
+	"gorm.io/gorm"
+)
+
+func queryFirstByID(ctx context.Context, tx *gorm.DB, id any, dest any) error {
+	result := tx.WithContext(ctx).Where("id = ?", id).First(dest)
+	return result.Error
+}
+
+func queryFirstByTag(ctx context.Context, tx *gorm.DB, tagName any, dest any) error {
+	result := tx.WithContext(ctx).Where("tagname = ?", tagName).First(dest)
+	return result.Error
+}
+
+// QueryNodeInfoByID return the result of query circuit diagram node info by id and level from postgresDB
+func QueryNodeInfoByID(ctx context.Context, tx *gorm.DB, id int64, level int) (orm.CircuitDiagramNodeInterface, orm.CircuitDiagramNodeInterface, error) {
+	// 设置 Context 超时
+	cancelCtx, cancel := context.WithTimeout(ctx, 5*time.Second)
+	defer cancel()
+
+	var currentNodeInfo orm.CircuitDiagramNodeInterface
+	var previousNodeInfo orm.CircuitDiagramNodeInterface
+	var err error
+
+	switch level {
+	case 0:
+		var grid orm.Grid
+		err = queryFirstByID(cancelCtx, tx, id, &grid)
+		currentNodeInfo = grid
+	case 1:
+		// current:Zone,Previous:Grid
+		var zone orm.Zone
+		err = queryFirstByID(cancelCtx, tx, id, &zone)
+		currentNodeInfo = zone
+		if err == nil {
+			var grid orm.Grid
+			err = queryFirstByID(cancelCtx, tx, zone.GridID, &grid)
+			previousNodeInfo = grid
+		}
+	case 2:
+		// current:Station,Previous:Zone
+		var station orm.Station
+		err = queryFirstByID(cancelCtx, tx, id, &station)
+		currentNodeInfo = station
+		if err == nil {
+			var zone orm.Zone
+			err = queryFirstByID(cancelCtx, tx, station.ZoneID, &zone)
+			previousNodeInfo = zone
+		}
+	case 3, 4:
+		// current:Component, Previous:Station
+		var component orm.Component
+		err = queryFirstByID(cancelCtx, tx, id, &component)
+		currentNodeInfo = component
+		if err == nil {
+			var station orm.Station
+			// TODO 修改staion name为通过 station id 查询
+			err = queryFirstByTag(cancelCtx, tx, component.StationName, &station)
+			previousNodeInfo = station
+		}
+	case 5:
+		// TODO[NONEED-ISSUE]暂无此层级增加或删除需求 #2
+		return nil, nil, nil
+	default:
+		return nil, nil, fmt.Errorf("unsupported node level: %d", level)
+	}
+
+	if err != nil {
+		return nil, nil, err
+	}
+	return previousNodeInfo, currentNodeInfo, nil
+}

database/query_page.go

@@ -5,25 +5,25 @@ import (
 	"context"
 	"time"
 
+	"modelRT/logger"
 	"modelRT/orm"
 
-	"go.uber.org/zap"
+	"gorm.io/gorm"
 	"gorm.io/gorm/clause"
 )
 
 // QueryAllPages return the all page info of the circuit diagram query by grid_id and zone_id and station_id
-func QueryAllPages(ctx context.Context, logger *zap.Logger, gridID, zoneID, stationID int64) ([]orm.Page, error) {
+func QueryAllPages(ctx context.Context, tx *gorm.DB, gridID, zoneID, stationID int64) ([]orm.Page, error) {
 	var pages []orm.Page
-	// ctx超时判断
+	// ctx timeout judgment
 	cancelCtx, cancel := context.WithTimeout(ctx, 5*time.Second)
 	defer cancel()
 
-	result := _globalPostgresClient.Model(&orm.Page{}).WithContext(cancelCtx).Clauses(clause.Locking{Strength: "UPDATE"}).Select(`"Page".id, "Page".Name, "Page".status,"Page".context`).Joins(`inner join "Station" on "Station".id = "Page".station_id`).Joins(`inner join "Zone" on "Zone".id = "Station".zone_id`).Joins(`inner join "Grid" on "Grid".id = "Zone".grid_id`).Where(`"Grid".id = ? and "Zone".id = ? and "Station".id = ?`, gridID, zoneID, stationID).Scan(&pages)
+	result := tx.Model(&orm.Page{}).WithContext(cancelCtx).Clauses(clause.Locking{Strength: "UPDATE"}).Select(`"page".id, "page".Name, "page".status,"page".context`).Joins(`inner join "station" on "station".id = "page".station_id`).Joins(`inner join "zone" on "zone".id = "station".zone_id`).Joins(`inner join "grid" on "grid".id = "zone".grid_id`).Where(`"grid".id = ? and "zone".id = ? and "station".id = ?`, gridID, zoneID, stationID).Scan(&pages)
 
 	if result.Error != nil {
-		logger.Error("query circuit diagram pages by gridID and zoneID and stationID failed", zap.Int64("grid_id", gridID), zap.Int64("zone_id", zoneID), zap.Int64("station_id", stationID), zap.Error(result.Error))
+		logger.Error(ctx, "query circuit diagram pages by gridID and zoneID and stationID failed", "grid_id", gridID, "zone_id", zoneID, "station_id", stationID, "error", result.Error)
 		return nil, result.Error
 	}
-
 	return pages, nil
 }

database/query_project_manager.go

@@ -0,0 +1,78 @@
+// Package database define database operation functions
+package database
+
+import (
+	"context"
+	"errors"
+	"fmt"
+	"time"
+
+	"modelRT/logger"
+	"modelRT/orm"
+
+	"gorm.io/gorm"
+	"gorm.io/gorm/clause"
+)
+
+// QueryArrtibuteRecordByUUID return the attribute table record info of the component attribute by uuid
+func QueryArrtibuteRecordByUUID(ctx context.Context, tx *gorm.DB, gridID, zoneID, stationID int64) ([]orm.Page, error) {
+	var pages []orm.Page
+	// ctx timeout judgment
+	cancelCtx, cancel := context.WithTimeout(ctx, 5*time.Second)
+	defer cancel()
+
+	result := tx.Model(&orm.Page{}).WithContext(cancelCtx).Clauses(clause.Locking{Strength: "UPDATE"}).Select(`"page".id, "page".Name, "page".status,"page".context`).Joins(`inner join "station" on "station".id = "page".station_id`).Joins(`inner join "zone" on "zone".id = "station".zone_id`).Joins(`inner join "grid" on "grid".id = "zone".grid_id`).Where(`"grid".id = ? and "zone".id = ? and "station".id = ?`, gridID, zoneID, stationID).Scan(&pages)
+
+	if result.Error != nil {
+		logger.Error(ctx, "query circuit diagram pages by gridID and zoneID and stationID failed", "grid_id", gridID, "zone_id", zoneID, "station_id", stationID, "error", result.Error)
+		return nil, result.Error
+	}
+	return pages, nil
+}
+
+// GetProjectNameByTagAndGroupName 根据 tag 和 meta_model 获取项目名称
+func GetProjectNameByTagAndGroupName(db *gorm.DB, tag string, groupName string) (string, error) {
+	var project orm.ProjectManager
+
+	// 使用 Select 只提取 name 字段，提高查询效率
+	// 使用 Where 进行多列条件过滤
+	err := db.Select("name").
+		Where("tag = ? AND meta_model = ?", tag, groupName).
+		First(&project).Error
+	if err != nil {
+		if errors.Is(err, gorm.ErrRecordNotFound) {
+			return "", fmt.Errorf("project not found with tag: %s and model: %s", tag, groupName)
+		}
+		return "", err
+	}
+
+	return project.Name, nil
+}
+
+// BatchGetProjectNames define func to batch retrieve name based on multiple tags and metaModel
+func BatchGetProjectNames(db *gorm.DB, identifiers []orm.ProjectIdentifier) (map[orm.ProjectIdentifier]string, error) {
+	if len(identifiers) == 0 {
+		return nil, nil
+	}
+
+	var projects []orm.ProjectManager
+	queryArgs := make([][]any, len(identifiers))
+	for i, id := range identifiers {
+		queryArgs[i] = []any{id.Tag, id.GroupName}
+	}
+
+	err := db.Select("tag", "group_name", "name").
+		Where("(tag, group_name) IN ?", queryArgs).
+		Find(&projects).Error
+	if err != nil {
+		return nil, err
+	}
+
+	resultMap := make(map[orm.ProjectIdentifier]string)
+	for _, p := range projects {
+		key := orm.ProjectIdentifier{Tag: p.Tag, GroupName: p.GroupName}
+		resultMap[key] = p.Name
+	}
+
+	return resultMap, nil
+}

database/query_station.go

@@ -0,0 +1,26 @@
+// Package database define database operation functions
+package database
+
+import (
+	"context"
+	"time"
+
+	"modelRT/orm"
+
+	"gorm.io/gorm"
+	"gorm.io/gorm/clause"
+)
+
+// QueryStationByTagName return the result of query circuit diagram Station info by tagName from postgresDB
+func QueryStationByTagName(ctx context.Context, tx *gorm.DB, tagName string) (orm.Station, error) {
+	var station orm.Station
+	// ctx超时判断
+	cancelCtx, cancel := context.WithTimeout(ctx, 5*time.Second)
+	defer cancel()
+
+	result := tx.WithContext(cancelCtx).Where("TAGNAME = ? ", tagName).Clauses(clause.Locking{Strength: "UPDATE"}).Find(&station)
+	if result.Error != nil {
+		return orm.Station{}, result.Error
+	}
+	return station, nil
+}

database/query_topologic.go

@@ -3,74 +3,127 @@ package database
 
 import (
 	"context"
+	"fmt"
 	"time"
 
+	"modelRT/constants"
 	"modelRT/diagram"
+	"modelRT/logger"
 	"modelRT/orm"
 	"modelRT/sql"
 
 	"github.com/gofrs/uuid"
-	"go.uber.org/zap"
+	"gorm.io/gorm"
 	"gorm.io/gorm/clause"
 )
 
-// QueryTopologicByPageID return the topologic info of the circuit diagram query by pageID
-func QueryTopologicByPageID(ctx context.Context, logger *zap.Logger, pageID int64) ([]orm.Topologic, error) {
+// QueryTopologic return the topologic info of the circuit diagram
+func QueryTopologic(ctx context.Context, tx *gorm.DB) ([]orm.Topologic, error) {
 	var topologics []orm.Topologic
 	// ctx超时判断
 	cancelCtx, cancel := context.WithTimeout(ctx, 5*time.Second)
 	defer cancel()
-	result := _globalPostgresClient.WithContext(cancelCtx).Clauses(clause.Locking{Strength: "UPDATE"}).Raw(sql.RecursiveSQL, pageID).Scan(&topologics)
+
+	result := tx.WithContext(cancelCtx).Clauses(clause.Locking{Strength: "UPDATE"}).Raw(sql.RecursiveSQL, constants.UUIDNilStr).Scan(&topologics)
 	if result.Error != nil {
-		logger.Error("query circuit diagram topologic info by pageID failed", zap.Int64("pageID", pageID), zap.Error(result.Error))
+		logger.Error(ctx, "query circuit diagram topologic info by start node uuid failed", "start_node_uuid", constants.UUIDNilStr, "error", result.Error)
 		return nil, result.Error
 	}
 	return topologics, nil
 }
 
-// QueryTopologicFromDB return the result of query topologic info from postgresDB
-func QueryTopologicFromDB(ctx context.Context, logger *zap.Logger, gridID, zoneID, stationID int64) error {
-	allPages, err := QueryAllPages(ctx, logger, gridID, zoneID, stationID)
-	if err != nil {
-		logger.Error("query all pages info failed", zap.Int64("gridID", gridID), zap.Int64("zoneID", zoneID), zap.Int64("stationID", stationID), zap.Error(err))
-		return err
-	}
+// QueryTopologicByStartUUID returns all edges reachable from startUUID following
+// directed uuid_from → uuid_to edges in the topologic table.
+func QueryTopologicByStartUUID(ctx context.Context, tx *gorm.DB, startUUID uuid.UUID) ([]orm.Topologic, error) {
+	var topologics []orm.Topologic
 
-	for _, page := range allPages {
-		topologicInfos, err := QueryTopologicByPageID(ctx, logger, page.ID)
-		if err != nil {
-			logger.Error("query topologic info by pageID failed", zap.Int64("pageID", page.ID), zap.Error(err))
-			return err
+	cancelCtx, cancel := context.WithTimeout(ctx, 5*time.Second)
+	defer cancel()
+
+	result := tx.WithContext(cancelCtx).
+		Clauses(clause.Locking{Strength: "UPDATE"}).
+		Raw(sql.RecursiveSQL, startUUID).
+		Scan(&topologics)
+	if result.Error != nil {
+		logger.Error(ctx, "query topologic by start uuid failed", "start_uuid", startUUID, "error", result.Error)
+		return nil, result.Error
 	}
-		err = InitCircuitDiagramTopologic(page.ID, topologicInfos)
-		if err != nil {
-			logger.Error("init topologic failed", zap.Error(err))
-			return err
-		}
-	}
-	return nil
+	return topologics, nil
 }
 
-// InitCircuitDiagramTopologic return circuit diagram topologic info from postgres
-func InitCircuitDiagramTopologic(pageID int64, topologicNodes []orm.Topologic) error {
-	var rootVertex uuid.UUID
-
-	for _, node := range topologicNodes {
-		if node.UUIDFrom.IsNil() {
-			rootVertex = node.UUIDTo
-			break
-		}
+// QueryTopologicFromDB return the result of query topologic info from DB.
+// Returns the root node and a flat nodeMap for O(1) lookup by UUID.
+func QueryTopologicFromDB(ctx context.Context, tx *gorm.DB) (*diagram.MultiBranchTreeNode, map[uuid.UUID]*diagram.MultiBranchTreeNode, error) {
+	topologicInfos, err := QueryTopologic(ctx, tx)
+	if err != nil {
+		logger.Error(ctx, "query topologic info failed", "error", err)
+		return nil, nil, err
 	}
 
-	topologicSet := diagram.NewGraph(rootVertex)
-
-	for _, node := range topologicNodes {
-		if node.UUIDFrom.IsNil() {
-			continue
+	tree, nodeMap, err := BuildMultiBranchTree(topologicInfos)
+	if err != nil {
+		logger.Error(ctx, "init topologic failed", "error", err)
+		return nil, nil, err
 	}
-		// TODO 增加对 node.flag值的判断
-		topologicSet.AddEdge(node.UUIDFrom, node.UUIDTo)
-	}
-	diagram.StoreGraphMap(pageID, topologicSet)
-	return nil
+	return tree, nodeMap, nil
+}
+
+// BuildMultiBranchTree return the multi branch tree by topologic info.
+// Returns the root node and a flat nodeMap for O(1) lookup by UUID.
+func BuildMultiBranchTree(topologics []orm.Topologic) (*diagram.MultiBranchTreeNode, map[uuid.UUID]*diagram.MultiBranchTreeNode, error) {
+	nodeMap := make(map[uuid.UUID]*diagram.MultiBranchTreeNode, len(topologics)*2)
+
+	for _, topo := range topologics {
+		if _, exists := nodeMap[topo.UUIDFrom]; !exists {
+			// UUIDNil is the virtual root sentinel — skip creating a regular node for it
+			if topo.UUIDFrom != constants.UUIDNil {
+				nodeMap[topo.UUIDFrom] = &diagram.MultiBranchTreeNode{
+					ID:       topo.UUIDFrom,
+					Children: make([]*diagram.MultiBranchTreeNode, 0),
+				}
+			}
+		}
+
+		if _, exists := nodeMap[topo.UUIDTo]; !exists {
+			if topo.UUIDTo != constants.UUIDNil {
+				nodeMap[topo.UUIDTo] = &diagram.MultiBranchTreeNode{
+					ID:       topo.UUIDTo,
+					Children: make([]*diagram.MultiBranchTreeNode, 0),
+				}
+			}
+		}
+	}
+
+	for _, topo := range topologics {
+		var parent *diagram.MultiBranchTreeNode
+		if topo.UUIDFrom == constants.UUIDNil {
+			if _, exists := nodeMap[constants.UUIDNil]; !exists {
+				nodeMap[constants.UUIDNil] = &diagram.MultiBranchTreeNode{
+					ID:       constants.UUIDNil,
+					Children: make([]*diagram.MultiBranchTreeNode, 0),
+				}
+			}
+			parent = nodeMap[constants.UUIDNil]
+		} else {
+			parent = nodeMap[topo.UUIDFrom]
+		}
+
+		var child *diagram.MultiBranchTreeNode
+		if topo.UUIDTo == constants.UUIDNil {
+			child = &diagram.MultiBranchTreeNode{
+				ID: topo.UUIDTo,
+			}
+		} else {
+			child = nodeMap[topo.UUIDTo]
+		}
+		child.Parent = parent
+		parent.Children = append(parent.Children, child)
+	}
+
+	// return root vertex
+	root, exists := nodeMap[constants.UUIDNil]
+	if !exists {
+		return nil, nil, fmt.Errorf("root node not found")
+	}
+	return root, nodeMap, nil
 }

database/query_zone.go

@@ -0,0 +1,26 @@
+// Package database define database operation functions
+package database
+
+import (
+	"context"
+	"time"
+
+	"modelRT/orm"
+
+	"gorm.io/gorm"
+	"gorm.io/gorm/clause"
+)
+
+// QueryZoneByTagName return the result of query circuit diagram Zone info by tagName from postgresDB
+func QueryZoneByTagName(ctx context.Context, tx *gorm.DB, tagName string) (orm.Zone, error) {
+	var zone orm.Zone
+	// ctx超时判断
+	cancelCtx, cancel := context.WithTimeout(ctx, 5*time.Second)
+	defer cancel()
+
+	result := tx.WithContext(cancelCtx).Where("TAGNAME = ? ", tagName).Clauses(clause.Locking{Strength: "UPDATE"}).Find(&zone)
+	if result.Error != nil {
+		return orm.Zone{}, result.Error
+	}
+	return zone, nil
+}

database/update_component.go

@@ -6,7 +6,7 @@ import (
 	"fmt"
 	"time"
 
-	"modelRT/constant"
+	"modelRT/common/errcode"
 	"modelRT/network"
 	"modelRT/orm"
 
@@ -15,39 +15,45 @@ import (
 )
 
 // UpdateComponentIntoDB define update component info of the circuit diagram into DB
-func UpdateComponentIntoDB(ctx context.Context, tx *gorm.DB, componentInfos []network.ComponentUpdateInfo) error {
+func UpdateComponentIntoDB(ctx context.Context, tx *gorm.DB, componentInfo network.ComponentUpdateInfo) (string, error) {
 	cancelCtx, cancel := context.WithTimeout(ctx, 5*time.Second)
 	defer cancel()
 
-	for _, info := range componentInfos {
-		globalUUID, err := uuid.FromString(info.UUID)
+	globalUUID, err := uuid.FromString(componentInfo.UUID)
 	if err != nil {
-			return fmt.Errorf("format uuid from string type failed:%w", err)
+		return "", fmt.Errorf("format uuid from string type failed:%w", err)
 	}
 
-		componentInfo := orm.Component{
-			GlobalUUID:    globalUUID,
-			GridID:        info.GridID,
-			ZoneID:        info.ZoneID,
-			StationID:     info.StationID,
-			ComponentType: info.ComponentType,
-			State:         info.State,
-			ConnectedBus:  info.ConnectedBus,
-			Name:          info.Name,
-			VisibleID:     info.Name,
-			Description:   info.Description,
-			Context:       info.Context,
-			Comment:       info.Comment,
-			InService:     info.InService,
-		}
-		result := tx.Model(&orm.Component{}).WithContext(cancelCtx).Updates(&componentInfo)
+	var component orm.Component
+	result := tx.Model(&orm.Component{}).WithContext(cancelCtx).Where("global_uuid = ?", globalUUID).Find(&component)
 	if result.Error != nil || result.RowsAffected == 0 {
 		err := result.Error
 		if result.RowsAffected == 0 {
-				err = fmt.Errorf("%w:please check update component conditions", constant.ErrUpdateRowZero)
+			err = fmt.Errorf("%w:please check update component conditions", errcode.ErrUpdateRowZero)
 		}
-			return fmt.Errorf("update component info failed:%w", err)
+		return "", fmt.Errorf("query component info failed:%w", err)
 	}
+
+	updateParams := orm.Component{
+		GlobalUUID:  globalUUID,
+		GridName:    componentInfo.GridName,
+		ZoneName:    componentInfo.ZoneName,
+		StationName: componentInfo.StationName,
+		Tag:         componentInfo.Tag,
+		Name:        componentInfo.Name,
+		Context:     componentInfo.Context,
+		Op:          componentInfo.Op,
+		TS:          time.Now(),
 	}
-	return nil
+
+	result = tx.Model(&orm.Component{}).WithContext(cancelCtx).Where("GLOBAL_UUID = ?", component.GlobalUUID).Updates(&updateParams)
+
+	if result.Error != nil || result.RowsAffected == 0 {
+		err := result.Error
+		if result.RowsAffected == 0 {
+			err = fmt.Errorf("%w:please check update component conditions", errcode.ErrUpdateRowZero)
+		}
+		return "", fmt.Errorf("update component info failed:%w", err)
+	}
+	return component.GlobalUUID.String(), nil
 }

database/update_model_info.go

@@ -6,45 +6,36 @@ import (
 	"fmt"
 	"time"
 
-	"modelRT/constant"
+	"modelRT/common/errcode"
 	"modelRT/model"
-	"modelRT/network"
 
-	"github.com/gofrs/uuid"
 	jsoniter "github.com/json-iterator/go"
 	"gorm.io/gorm"
 )
 
 // UpdateModelIntoDB define update component model params of the circuit diagram into DB
-func UpdateModelIntoDB(ctx context.Context, tx *gorm.DB, componentInfos []network.ComponentUpdateInfo) error {
+func UpdateModelIntoDB(ctx context.Context, tx *gorm.DB, componentID int64, componentType int, modelParas string) error {
 	cancelCtx, cancel := context.WithTimeout(ctx, 5*time.Second)
 	defer cancel()
 
-	for _, componentInfo := range componentInfos {
-		modelStruct := model.SelectModelByType(componentInfo.ComponentType)
+	modelStruct := model.SelectModelByType(componentType)
 	if modelStruct == nil {
-			return fmt.Errorf("can not get component model by model type %d", componentInfo.ComponentType)
+		return fmt.Errorf("can not get component model by model type %d", componentType)
 	}
 
-		err := jsoniter.Unmarshal([]byte(componentInfo.Params), modelStruct)
+	err := jsoniter.Unmarshal([]byte(modelParas), modelStruct)
 	if err != nil {
-			return fmt.Errorf("unmarshal component info by component struct %s,failed", model.SelectModelNameByType(componentInfo.ComponentType))
+		return fmt.Errorf("unmarshal component info by component struct %s,failed", model.SelectModelNameByType(componentType))
 	}
+	modelStruct.SetComponentID(componentID)
 
-		globalUUID, err := uuid.FromString(componentInfo.UUID)
-		if err != nil {
-			return fmt.Errorf("format uuid from string type failed:%w", err)
-		}
-		modelStruct.SetUUID(globalUUID)
-
-		result := tx.Model(modelStruct).WithContext(cancelCtx).Where("uuid = ?", componentInfo.UUID).Updates(modelStruct)
+	result := tx.Model(modelStruct).WithContext(cancelCtx).Where("component_id = ?", componentID).Updates(modelStruct)
 	if result.Error != nil || result.RowsAffected == 0 {
 		err := result.Error
 		if result.RowsAffected == 0 {
-				err = fmt.Errorf("%w:please check where conditions", constant.ErrUpdateRowZero)
+			err = fmt.Errorf("%w:please check where conditions", errcode.ErrUpdateRowZero)
 		}
 		return err
 	}
-	}
 	return nil
 }

database/update_topologic.go

@@ -6,7 +6,8 @@ import (
 	"fmt"
 	"time"
 
-	"modelRT/constant"
+	"modelRT/common/errcode"
+	"modelRT/constants"
 	"modelRT/network"
 	"modelRT/orm"
 
@@ -21,17 +22,35 @@ func UpdateTopologicIntoDB(ctx context.Context, tx *gorm.DB, pageID int64, chang
 	defer cancel()
 
 	switch changeInfo.ChangeType {
-	case constant.UUIDFromChangeType:
+	case constants.UUIDFromChangeType:
 		result = tx.WithContext(cancelCtx).Model(&orm.Topologic{}).Where("page_id = ? and uuid_from = ? and uuid_to = ?", pageID, changeInfo.OldUUIDFrom, changeInfo.OldUUIDTo).Updates(orm.Topologic{UUIDFrom: changeInfo.NewUUIDFrom})
-	case constant.UUIDToChangeType:
+	case constants.UUIDToChangeType:
+		var delTopologic orm.Topologic
+		result = tx.WithContext(cancelCtx).Model(&orm.Topologic{}).Where("page_id = ? and uuid_to = ?", pageID, changeInfo.NewUUIDTo).Find(&delTopologic)
+
+		if result.Error != nil {
+			return fmt.Errorf("find topologic link by new_uuid_to failed:%w", result.Error)
+		}
+
+		if result.RowsAffected == 1 {
+			// delete old topologic link
+			result = tx.WithContext(cancelCtx).Where("id = ?", delTopologic.ID).Delete(&delTopologic)
+
+			if result.Error != nil || result.RowsAffected == 0 {
+				err := result.Error
+				if result.RowsAffected == 0 {
+					err = fmt.Errorf("%w:please check delete topologic where conditions", errcode.ErrDeleteRowZero)
+				}
+				return fmt.Errorf("del old topologic link by new_uuid_to failed:%w", err)
+			}
+		}
+
 		result = tx.WithContext(cancelCtx).Model(&orm.Topologic{}).Where("page_id = ? and uuid_from = ? and uuid_to = ?", pageID, changeInfo.OldUUIDFrom, changeInfo.OldUUIDTo).Updates(&orm.Topologic{UUIDTo: changeInfo.NewUUIDTo})
-	case constant.UUIDAddChangeType:
+	case constants.UUIDAddChangeType:
 		topologic := orm.Topologic{
-			PageID:   pageID,
 			Flag:     changeInfo.Flag,
 			UUIDFrom: changeInfo.NewUUIDFrom,
-			UUIDTo:   changeInfo.OldUUIDFrom,
-			Comment:  changeInfo.Comment,
+			UUIDTo:   changeInfo.NewUUIDTo,
 		}
 		result = tx.WithContext(cancelCtx).Create(&topologic)
 	}
@@ -41,7 +60,7 @@ func UpdateTopologicIntoDB(ctx context.Context, tx *gorm.DB, pageID int64, chang
 	if result.Error != nil || result.RowsAffected == 0 {
 		err := result.Error
 		if result.RowsAffected == 0 {
-			err = fmt.Errorf("%w:please check update topologic where conditions", constant.ErrUpdateRowZero)
+			err = fmt.Errorf("%w:please check update topologic where conditions", errcode.ErrUpdateRowZero)
 		}
 		return fmt.Errorf("insert or update topologic link failed:%w", err)
 	}

deploy/dockerfile/modelrt.Dockerfile

@@ -0,0 +1,35 @@
+FROM golang:1.25-alpine AS builder
+RUN apk --no-cache upgrade
+
+WORKDIR /app
+COPY go.mod go.sum ./
+RUN GOPROXY="https://goproxy.cn,direct" go mod download
+COPY . .
+RUN CGO_ENABLED=0 GOOS=linux go build \
+    -ldflags="-s -w" \
+    -trimpath \
+    -mod=readonly \
+    -o modelrt main.go
+
+# Prepare runtime dependencies in a pinned Alpine stage so they can be
+# copied into scratch without pulling any vulnerable OS packages at run time.
+FROM alpine:3.21 AS certs
+ARG USER_ID=1000
+RUN apk --no-cache add ca-certificates tzdata && \
+    adduser -D -u ${USER_ID} modelrt
+
+FROM scratch
+# CA certificates required for TLS connections (RabbitMQ amqps://)
+COPY --from=certs /etc/ssl/certs/ca-certificates.crt /etc/ssl/certs/
+# Timezone data
+COPY --from=certs /usr/share/zoneinfo /usr/share/zoneinfo
+# Non-root user/group definitions
+COPY --from=certs /etc/passwd /etc/passwd
+COPY --from=certs /etc/group  /etc/group
+
+WORKDIR /app
+COPY --from=builder /app/modelrt ./modelrt
+COPY configs/config.example.yaml ./configs/config.example.yaml
+
+USER modelrt
+CMD ["/app/modelrt", "-modelRT_config_dir=/app/configs"]

deploy/k8s/grafana-configmap.yaml

@@ -0,0 +1,26 @@
+apiVersion: v1
+kind: ConfigMap
+metadata:
+  name: grafana-datasources
+  namespace: default
+data:
+  datasources.yaml: |
+    apiVersion: 1
+    datasources:
+      - name: Loki
+        type: loki
+        access: proxy
+        url: http://loki:3100
+        isDefault: true
+        jsonData:
+          # derivedFields: 从日志的 traceID 字段生成跳转链接到 Jaeger
+          derivedFields:
+            - matcherRegex: '"traceID":\s*"([a-f0-9]+)"'
+              name: TraceID
+              url: http://127.0.0.1:16686/trace/$${__value.raw}
+              targetBlank: true
+      - name: Jaeger
+        type: jaeger
+        uid: jaeger
+        access: proxy
+        url: http://jaeger:16686

deploy/k8s/grafana-deployment.yaml

@@ -0,0 +1,41 @@
+apiVersion: apps/v1
+kind: Deployment
+metadata:
+  name: grafana
+  namespace: default
+spec:
+  replicas: 1
+  selector:
+    matchLabels:
+      app: grafana
+  template:
+    metadata:
+      labels:
+        app: grafana
+    spec:
+      containers:
+        - name: grafana
+          image: grafana/grafana:10.4.2
+          ports:
+            - containerPort: 3000
+          env:
+            - name: GF_SECURITY_ADMIN_USER
+              value: "coslight"
+            - name: GF_SECURITY_ADMIN_PASSWORD
+              value: "coslight@tj"
+            - name: GF_AUTH_ANONYMOUS_ENABLED
+              value: "false"
+          volumeMounts:
+            - name: datasources
+              mountPath: /etc/grafana/provisioning/datasources
+          resources:
+            limits:
+              cpu: 500m
+              memory: 512Mi
+            requests:
+              cpu: 100m
+              memory: 128Mi
+      volumes:
+        - name: datasources
+          configMap:
+            name: grafana-datasources

deploy/k8s/grafana-service.yaml

@@ -0,0 +1,14 @@
+apiVersion: v1
+kind: Service
+metadata:
+  name: grafana
+  namespace: default
+spec:
+  ports:
+    - name: http
+      port: 3000
+      targetPort: 3000
+      nodePort: 31000    # Grafana UI: http://<NodeIP>:31000
+  selector:
+    app: grafana
+  type: NodePort

deploy/k8s/jaeger-deployment.yaml

@@ -0,0 +1,32 @@
+apiVersion: apps/v1
+kind: Deployment
+metadata:
+  name: jaeger
+spec:
+  replicas: 1
+  selector:
+    matchLabels:
+      app: jaeger
+  template:
+    metadata:
+      labels:
+        app: jaeger
+    spec:
+      containers:
+        - name: jaeger
+          image: jaegertracing/all-in-one:1.56
+          env:
+            - name: COLLECTOR_OTLP_ENABLED
+              value: "true"
+          ports:
+            - containerPort: 16686 # UI
+            - containerPort: 14268 # Jaeger Collector
+            - containerPort: 4317  # OTLP gRPC
+            - containerPort: 4318  # OTLP HTTP
+          resources:
+            limits:
+              cpu: 500m
+              memory: 512Mi
+            requests:
+              cpu: 100m
+              memory: 128Mi

deploy/k8s/jaeger-service.yaml

@@ -0,0 +1,27 @@
+apiVersion: v1
+kind: Service
+metadata:
+  name: jaeger
+  labels:
+    app: jaeger
+spec:
+  ports:
+    - name: ui
+      port: 16686
+      targetPort: 16686
+      nodePort: 31686   # Jaeger UI，浏览器访问 http://<NodeIP>:31686
+    - name: collector-http
+      port: 14268
+      targetPort: 14268
+      nodePort: 31268   # Jaeger 原生 HTTP collector（非 OTel）
+    - name: otlp-http
+      port: 4318
+      targetPort: 4318
+      nodePort: 31318   # OTLP HTTP，集群外使用 <NodeIP>:31318
+    - name: otlp-grpc
+      port: 4317
+      targetPort: 4317
+      nodePort: 31317   # OTLP gRPC，集群外使用 <NodeIP>:31317
+  selector:
+    app: jaeger
+  type: NodePort

deploy/k8s/loki-configmap.yaml

@@ -0,0 +1,49 @@
+apiVersion: v1
+kind: ConfigMap
+metadata:
+  name: loki-config
+  namespace: default
+data:
+  loki.yaml: |
+    auth_enabled: false
+
+    server:
+      http_listen_port: 3100
+
+    ingester:
+      wal:
+        enabled: true
+        dir: /loki/wal    # 指向 PVC 挂载路径，避免在容器根目录创建 /wal 时 permission denied
+      lifecycler:
+        ring:
+          kvstore:
+            store: inmemory
+          replication_factor: 1
+      chunk_idle_period: 5m
+      chunk_retain_period: 30s
+
+    schema_config:
+      configs:
+        - from: 2024-01-01
+          store: boltdb-shipper
+          object_store: filesystem
+          schema: v11
+          index:
+            prefix: index_
+            period: 24h
+
+    storage_config:
+      boltdb_shipper:
+        active_index_directory: /loki/index
+        cache_location: /loki/cache
+        shared_store: filesystem
+      filesystem:
+        directory: /loki/chunks
+
+    limits_config:
+      reject_old_samples: true
+      reject_old_samples_max_age: 168h
+
+    compactor:
+      working_directory: /loki/compactor
+      shared_store: filesystem

deploy/k8s/loki-deployment.yaml

@@ -0,0 +1,45 @@
+apiVersion: apps/v1
+kind: Deployment
+metadata:
+  name: loki
+  namespace: default
+spec:
+  replicas: 1
+  selector:
+    matchLabels:
+      app: loki
+  template:
+    metadata:
+      labels:
+        app: loki
+    spec:
+      securityContext:
+        fsGroup: 10001      # 使 PVC 挂载目录对 Loki 默认用户（UID 10001）可写
+        runAsUser: 10001
+        runAsGroup: 10001
+      containers:
+        - name: loki
+          image: grafana/loki:2.9.4
+          args:
+            - -config.file=/etc/loki/loki.yaml
+          ports:
+            - containerPort: 3100
+          volumeMounts:
+            - name: config
+              mountPath: /etc/loki
+            - name: storage
+              mountPath: /loki
+          resources:
+            limits:
+              cpu: 500m
+              memory: 512Mi
+            requests:
+              cpu: 100m
+              memory: 128Mi
+      volumes:
+        - name: config
+          configMap:
+            name: loki-config
+        - name: storage
+          persistentVolumeClaim:
+            claimName: loki-pvc

deploy/k8s/loki-pvc.yaml

@@ -0,0 +1,11 @@
+apiVersion: v1
+kind: PersistentVolumeClaim
+metadata:
+  name: loki-pvc
+  namespace: default
+spec:
+  accessModes:
+    - ReadWriteOnce
+  resources:
+    requests:
+      storage: 10Gi

deploy/k8s/loki-service.yaml

@@ -0,0 +1,14 @@
+apiVersion: v1
+kind: Service
+metadata:
+  name: loki
+  namespace: default
+spec:
+  ports:
+    - name: http
+      port: 3100
+      targetPort: 3100
+      nodePort: 31100    # 集群外访问: http://<NodeIP>:31100
+  selector:
+    app: loki
+  type: NodePort

deploy/k8s/modelrt-certs-secret.sh

@@ -0,0 +1,14 @@
+#!/bin/sh
+# Create the modelrt client certificate secret.
+# Run this script from the directory that contains the three cert files,
+# or adjust the paths below to point at the actual files.
+#
+# Expected files (generated during RabbitMQ TLS setup):
+#   ca_certificate.pem
+#   modelrt_client_cert.pem
+#   modelrt_client_key.pem
+
+kubectl create secret generic modelrt-certs \
+  --from-file=ca_certificate.pem=./ca_certificate.pem \
+  --from-file=modelrt_client_cert.pem=./modelrt_client_cert.pem \
+  --from-file=modelrt_client_key.pem=./modelrt_client_key.pem

deploy/k8s/modelrt-configmap.yaml

@@ -0,0 +1,86 @@
+apiVersion: v1
+kind: ConfigMap
+metadata:
+  name: modelrt-config
+data:
+  config.yaml: |
+    postgres:
+      host: "192.168.1.101"
+      port: 5432
+      database: "demo"
+      user: "postgres"
+      password: ""          # injected via env POSTGRES_PASSWORD
+
+    rabbitmq:
+      ca_cert_path: "/app/configs/certs/ca_certificate.pem"
+      client_key_path: "/app/configs/certs/modelrt_client_key.pem"
+      client_key_password: ""
+      client_cert_path: "/app/configs/certs/modelrt_client_cert.pem"
+      insecure_skip_verify: false
+      server_name: "rabbitmq-server"
+      user: ""
+      password: ""
+      host: "rabbitmq-service"
+      port: 5671
+
+    logger:
+      mode: "production"
+      level: "info"
+      filepath: ""
+      maxsize: 100
+      maxbackups: 5
+      maxage: 30
+      compress: false
+      loki:
+        endpoint: ""        # Promtail handles log collection in K8s, direct push disabled
+
+    otel:
+      endpoint: "jaeger:4318"
+      insecure: true
+
+    ants:
+      parse_concurrent_quantity: 10
+      rtd_receive_concurrent_quantity: 10
+
+    async_task:
+      worker_pool_size: 10
+      queue_consumer_count: 2
+      max_retry_count: 3
+      retry_initial_delay: 1s
+      retry_max_delay: 5m
+      health_check_interval: 30s
+
+    locker_redis:
+      addr: "redis-service:6379"
+      password: ""
+      db: 1
+      poolsize: 50
+      dial_timeout: 10
+      read_timeout: 10
+      write_timeout: 10
+
+    storage_redis:
+      addr: "redis-service:6379"
+      password: ""
+      db: 0
+      poolsize: 50
+      dial_timeout: 10
+      read_timeout: 10
+      write_timeout: 10
+
+    base:
+      grid_id: 1
+      zone_id: 1
+      station_id: 1
+
+    service:
+      service_addr: ":8080"
+      service_name: "modelRT"
+      secret_key: ""        # injected via env SERVICE_SECRET_KEY
+      deploy_env: "production"
+
+    dataRT:
+      host: "http://127.0.0.1"
+      port: 8888
+      polling_api: "datart/getPointData"
+      polling_api_method: "GET"

deploy/k8s/modelrt-deployment.yaml

@@ -0,0 +1,90 @@
+apiVersion: apps/v1
+kind: Deployment
+metadata:
+  name: modelrt
+  labels:
+    app: modelrt
+spec:
+  replicas: 1
+  selector:
+    matchLabels:
+      app: modelrt
+  template:
+    metadata:
+      labels:
+        app: modelrt
+    spec:
+      containers:
+        - name: modelrt
+          image: coslight/modelrt:latest
+          imagePullPolicy: IfNotPresent
+          args:
+            - "-modelRT_config_dir=/app/configs"
+            - "-modelRT_config_name=config"
+            - "-modelRT_config_type=yaml"
+          ports:
+            - containerPort: 8080
+          env:
+            # Downward API — injected into every log line by logger/zap.go containerFields()
+            - name: K8S_NAMESPACE
+              valueFrom:
+                fieldRef:
+                  fieldPath: metadata.namespace
+            - name: K8S_NODE_NAME
+              valueFrom:
+                fieldRef:
+                  fieldPath: spec.nodeName
+            # HOSTNAME is set automatically by K8s to the pod name
+            # Sensitive values injected from Secret so they stay out of ConfigMap
+            - name: POSTGRES_PASSWORD
+              valueFrom:
+                secretKeyRef:
+                  name: modelrt-secret
+                  key: postgres-password
+            - name: SERVICE_SECRET_KEY
+              valueFrom:
+                secretKeyRef:
+                  name: modelrt-secret
+                  key: secret-key
+          volumeMounts:
+            - name: config
+              mountPath: /app/configs/config.yaml
+              subPath: config.yaml
+              readOnly: true
+            - name: certs
+              mountPath: /app/configs/certs
+              readOnly: true
+          resources:
+            requests:
+              cpu: 100m
+              memory: 128Mi
+            limits:
+              cpu: 500m
+              memory: 512Mi
+          securityContext:
+            runAsUser: 1000
+            runAsNonRoot: true
+            readOnlyRootFilesystem: true
+            allowPrivilegeEscalation: false
+            capabilities:
+              drop:
+                - ALL
+          livenessProbe:
+            tcpSocket:
+              port: 8080
+            initialDelaySeconds: 10
+            periodSeconds: 30
+            failureThreshold: 3
+          readinessProbe:
+            tcpSocket:
+              port: 8080
+            initialDelaySeconds: 5
+            periodSeconds: 10
+            failureThreshold: 3
+      volumes:
+        - name: config
+          configMap:
+            name: modelrt-config
+        - name: certs
+          secret:
+            secretName: modelrt-certs

deploy/k8s/modelrt-secret.yaml

@@ -0,0 +1,8 @@
+apiVersion: v1
+kind: Secret
+metadata:
+  name: modelrt-secret
+type: Opaque
+stringData:
+  postgres-password: "coslight"
+  secret-key: "modelrt_key"

deploy/k8s/modelrt-service.yaml

@@ -0,0 +1,15 @@
+apiVersion: v1
+kind: Service
+metadata:
+  name: modelrt-service
+  labels:
+    app: modelrt
+spec:
+  type: NodePort
+  selector:
+    app: modelrt
+  ports:
+    - name: http
+      port: 8080
+      targetPort: 8080
+      nodePort: 30080

deploy/k8s/mongodb-pvc.yaml

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

deploy/k8s/mongodb-secret.yaml

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

deploy/k8s/mongodb-service.yaml

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

deploy/k8s/mongodb-statefulset.yaml

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

deploy/k8s/pg-configmap.yaml

@@ -0,0 +1,8 @@
+apiVersion: v1
+kind: ConfigMap
+metadata:
+  name: postgres-config
+data:
+  POSTGRES_DB: demo
+  POSTGRES_USER: postgres
+  POSTGRES_PASSWORD: coslight

deploy/k8s/pg-pvc.yaml

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

deploy/k8s/pg-service.yaml

@@ -0,0 +1,15 @@
+apiVersion: v1
+kind: Service
+metadata:
+  name: postgres
+  labels:
+    app: postgres
+spec:
+  type: NodePort
+  selector:
+    app: postgres
+  ports:
+    - name: postgres
+      port: 5432
+      targetPort: 5432
+      nodePort: 30432

deploy/k8s/pg-statefulset.yaml

@@ -0,0 +1,61 @@
+apiVersion: apps/v1
+kind: StatefulSet
+metadata:
+  name: postgres
+  labels:
+    app: postgres
+spec:
+  serviceName: postgres
+  replicas: 1
+  selector:
+    matchLabels:
+      app: postgres
+  template:
+    metadata:
+      labels:
+        app: postgres
+    spec:
+      containers:
+        - name: postgres
+          image: postgres:13.16
+          imagePullPolicy: IfNotPresent
+          ports:
+            - name: postgres
+              containerPort: 5432
+          envFrom:
+            - configMapRef:
+                name: postgres-config
+          volumeMounts:
+            - name: postgres-data
+              mountPath: /var/lib/postgresql/data
+          readinessProbe:
+            exec:
+              command:
+                - sh
+                - -c
+                - pg_isready -U "$POSTGRES_USER" -d "$POSTGRES_DB"
+            initialDelaySeconds: 8
+            periodSeconds: 5
+            timeoutSeconds: 3
+            failureThreshold: 12
+          livenessProbe:
+            exec:
+              command:
+                - sh
+                - -c
+                - pg_isready -U "$POSTGRES_USER" -d "$POSTGRES_DB"
+            initialDelaySeconds: 30
+            periodSeconds: 20
+            timeoutSeconds: 3
+            failureThreshold: 3
+          resources:
+            requests:
+              cpu: 100m
+              memory: 256Mi
+            limits:
+              cpu: 500m
+              memory: 512Mi
+      volumes:
+        - name: postgres-data
+          persistentVolumeClaim:
+            claimName: postgres-data

deploy/k8s/promtail-configmap.yaml

@@ -0,0 +1,52 @@
+apiVersion: v1
+kind: ConfigMap
+metadata:
+  name: promtail-config
+  namespace: default
+data:
+  promtail.yaml: |
+    server:
+      http_listen_port: 9080
+      grpc_listen_port: 0
+
+    positions:
+      filename: /tmp/positions.yaml
+
+    clients:
+      - url: http://loki:3100/loki/api/v1/push
+
+    scrape_configs:
+      - job_name: kubernetes-pods
+        kubernetes_sd_configs:
+          - role: pod
+        pipeline_stages:
+          # 解析 zap 输出的 JSON 日志，提取结构化字段
+          - json:
+              expressions:
+                level:     level
+                traceID:   traceID
+                spanID:    spanID
+                caller:    caller
+                pod:       pod
+                namespace: namespace
+                node:      node
+          # 将关键字段提升为 Loki Label,支持在 Grafana 中按实例/Trace 过滤
+          - labels:
+              level:
+              traceID:
+              pod:
+              namespace:
+              node:
+        relabel_configs:
+          - source_labels: [__meta_kubernetes_namespace]
+            target_label: namespace
+          - source_labels: [__meta_kubernetes_pod_name]
+            target_label: pod
+          - source_labels: [__meta_kubernetes_pod_container_name]
+            target_label: container
+          - source_labels: [__meta_kubernetes_pod_label_app]
+            target_label: app
+          # 只采集有 app label 的 Pod
+          - source_labels: [__meta_kubernetes_pod_label_app]
+            action: keep
+            regex: .+

deploy/k8s/promtail-daemonset.yaml

@@ -0,0 +1,51 @@
+apiVersion: apps/v1
+kind: DaemonSet
+metadata:
+  name: promtail
+  namespace: default
+spec:
+  selector:
+    matchLabels:
+      app: promtail
+  template:
+    metadata:
+      labels:
+        app: promtail
+    spec:
+      serviceAccountName: promtail
+      tolerations:
+        - key: node-role.kubernetes.io/master
+          effect: NoSchedule
+      containers:
+        - name: promtail
+          image: grafana/promtail:2.9.4
+          args:
+            - -config.file=/etc/promtail/promtail.yaml
+          ports:
+            - containerPort: 9080
+          volumeMounts:
+            - name: config
+              mountPath: /etc/promtail
+            - name: varlog
+              mountPath: /var/log
+              readOnly: true
+            - name: varlibdockercontainers
+              mountPath: /var/lib/docker/containers
+              readOnly: true
+          resources:
+            limits:
+              cpu: 200m
+              memory: 128Mi
+            requests:
+              cpu: 50m
+              memory: 64Mi
+      volumes:
+        - name: config
+          configMap:
+            name: promtail-config
+        - name: varlog
+          hostPath:
+            path: /var/log
+        - name: varlibdockercontainers
+          hostPath:
+            path: /var/lib/docker/containers

deploy/k8s/promtail-rbac.yaml

@@ -0,0 +1,27 @@
+apiVersion: v1
+kind: ServiceAccount
+metadata:
+  name: promtail
+  namespace: default
+---
+apiVersion: rbac.authorization.k8s.io/v1
+kind: ClusterRole
+metadata:
+  name: promtail
+rules:
+  - apiGroups: [""]
+    resources: ["nodes", "nodes/proxy", "services", "endpoints", "pods"]
+    verbs: ["get", "list", "watch"]
+---
+apiVersion: rbac.authorization.k8s.io/v1
+kind: ClusterRoleBinding
+metadata:
+  name: promtail
+roleRef:
+  apiGroup: rbac.authorization.k8s.io
+  kind: ClusterRole
+  name: promtail
+subjects:
+  - kind: ServiceAccount
+    name: promtail
+    namespace: default

deploy/k8s/rabbitmq-config.yaml

@@ -0,0 +1,33 @@
+apiVersion: v1
+kind: ConfigMap
+metadata:
+  name: rabbitmq-config
+data:
+  rabbitmq.conf: |
+    # 确保允许PLAIN认证
+    auth_mechanisms.1 = PLAIN
+    auth_mechanisms.2 = AMQPLAIN
+    auth_mechanisms.3 = EXTERNAL
+    # 允许admin用户通过远程方式连接
+    loopback_users.admin = false
+    # 默认心跳和监听配置可在此扩展
+    # 确定 ssl 连接时验证使用的用户名
+    ssl_cert_login_from = common_name
+    # 开启此项配置会导致只能通过TLS端口访问
+    listeners.tcp = none
+    listeners.ssl.default = 5671
+    # default user config
+    load_definitions = /etc/rabbitmq/definitions.json
+    # ssl config
+    ssl_options.cacertfile = /etc/rabbitmq/certs/ca_certificate.pem
+    ssl_options.certfile   = /etc/rabbitmq/certs/server_certificate.pem
+    ssl_options.keyfile    = /etc/rabbitmq/certs/server_key.pem
+    ssl_options.verify     = verify_peer
+    ssl_options.fail_if_no_peer_cert = true
+    # management config
+    management.ssl.port  = 15671
+    management.ssl.cacertfile = /etc/rabbitmq/certs/ca_certificate.pem
+    management.ssl.certfile   = /etc/rabbitmq/certs/server_certificate.pem
+    management.ssl.keyfile    = /etc/rabbitmq/certs/server_key.pem
+    management.ssl.verify     = verify_peer
+    management.ssl.fail_if_no_peer_cert = true

deploy/k8s/rabbitmq-deployment.yaml

@@ -0,0 +1,81 @@
+apiVersion: apps/v1
+kind: Deployment
+metadata:
+  name: eventrt-rabbitmq
+spec:
+  replicas: 1
+  selector:
+    matchLabels:
+      app: rabbitmq
+  template:
+    metadata:
+      labels:
+        app: rabbitmq
+    spec:
+      containers:
+        - name: rabbitmq
+          image: rabbitmq:4.1.1-management-alpine
+          ports:
+            - containerPort: 4369
+            - containerPort: 5671
+            - containerPort: 5672 # AMQP
+            - containerPort: 15671
+            - containerPort: 15672 # Management UI
+            - containerPort: 15691
+            - containerPort: 15692
+            - containerPort: 25672
+          env:
+            - name: RABBITMQ_DEFAULT_USER
+              valueFrom:
+                secretKeyRef:
+                  name: rabbitmq-secret
+                  key: rabbitmq-user
+            - name: RABBITMQ_DEFAULT_PASS
+              valueFrom:
+                secretKeyRef:
+                  name: rabbitmq-secret
+                  key: rabbitmq-pass
+            - name: RABBITMQ_ERLANG_COOKIE
+              valueFrom:
+                secretKeyRef:
+                  name: rabbitmq-secret
+                  key: erlang-cookie
+            - name: RABBITMQ_DEFAULT_VHOST
+              value: "/"
+          volumeMounts:
+            - name: rabbitmq-certs-volume
+              mountPath: /etc/rabbitmq/certs
+              readOnly: true
+            - name: rabbitmq-config-volume
+              mountPath: /etc/rabbitmq/rabbitmq.conf
+              subPath: rabbitmq.conf
+            - name: rabbitmq-config-volume
+              mountPath: /etc/rabbitmq/advanced.config
+              subPath: advanced.config
+              readOnly: true
+            - name: plugins-config-volume
+              mountPath: /etc/rabbitmq/enabled_plugins
+              subPath: enabled_plugins
+            - name: users-config-volume
+              mountPath: /etc/rabbitmq/definitions.json
+              subPath: definitions.json
+            - name: rabbitmq-data
+              mountPath: /var/lib/rabbitmq
+      volumes:
+        - name: rabbitmq-certs-volume
+          secret:
+            secretName: rabbitmq-certs
+        - name: rabbitmq-config-volume
+          configMap:
+            name: rabbitmq-config
+        - name: rabbitmq-advanced-config-volume
+          configMap:
+            name: rabbitmq-config
+        - name: plugins-config-volume
+          configMap:
+            name: rabbit-plugins-conf
+        - name: users-config-volume
+          configMap:
+            name: rabbitmq-users-definitions
+        - name: rabbitmq-data
+          emptyDir: {}

deploy/k8s/rabbitmq-secret.yaml

@@ -0,0 +1,9 @@
+apiVersion: v1
+kind: Secret
+metadata:
+  name: rabbitmq-secret
+type: Opaque
+stringData:
+  rabbitmq-user: "coslight"
+  rabbitmq-pass: "coslight@tj"
+  erlang-cookie: "secret-erlang-cookie"

deploy/k8s/rabbitmq-service.yaml

@@ -0,0 +1,29 @@
+apiVersion: v1
+kind: Service
+metadata:
+  name: rabbitmq-service
+spec:
+  type: NodePort # 在 Minikube 中使用 NodePort 方便外部访问
+  selector:
+    app: rabbitmq
+  ports:
+    - name: amqp-ssl
+      protocol: TCP
+      port: 5671
+      targetPort: 5671
+      nodePort: 30671
+    - name: amqp
+      protocol: TCP
+      port: 5672
+      targetPort: 5672
+      nodePort: 30672
+    - name: management-ssl
+      protocol: TCP
+      port: 15671
+      targetPort: 15671
+      nodePort: 31671
+    - name: management
+      protocol: TCP
+      port: 15672
+      targetPort: 15672
+      nodePort: 31672

deploy/k8s/rabbitmq-users-config.yaml

@@ -0,0 +1,77 @@
+apiVersion: v1
+kind: ConfigMap
+metadata:
+  name: rabbitmq-users-definitions
+data:
+  definitions.json: |
+    {
+      "users": [
+        {
+          "name": "coslight",
+          "password_hash": "Gl2XVEJwPwDZQF8ZhsYnvm83wMkdftY3/raxyntdZueyx/Uv", 
+          "hashing_algorithm": "rabbit_password_hashing_sha256",
+          "tags": ["administrator"]
+        },
+        {
+          "name": "web-client",
+          "password_hash": "", 
+          "hashing_algorithm": "rabbit_password_hashing_sha256",
+          "tags": ["management"]
+        },
+        {
+          "name": "modelrt-client",
+          "password_hash": "", 
+          "hashing_algorithm": "rabbit_password_hashing_sha256",
+          "tags": ["management"]
+        },
+        {
+          "name": "eventrt-client",
+          "password_hash": "", 
+          "hashing_algorithm": "rabbit_password_hashing_sha256",
+          "tags": ["management"]
+        }
+      ],
+      "vhosts": [ { "name": "/" } ],
+      "permissions": [
+        {
+          "user": "coslight",
+          "vhost": "/",
+          "configure": ".*",
+          "write": ".*",
+          "read": ".*"
+        },
+        {
+          "user": "web-client",
+          "vhost": "/",
+          "configure": "^$",
+          "write": ".*",
+          "read": ".*"
+        },
+        {
+          "user": "modelrt-client",
+          "vhost": "/",
+          "configure": ".*",
+          "write": ".*",
+          "read": ".*"
+        },
+         {
+          "user": "eventrt-client",
+          "vhost": "/",
+          "configure": ".*",
+          "write": ".*",
+          "read": ".*"
+        }
+      ],
+      "topic_permissions": [],
+      "parameters": [],
+      "global_parameters": [
+        {
+          "name": "cluster_name",
+          "value": "evnetrt-rabbitmq-cluster"
+        }
+      ],
+      "policies": [],
+      "queues": [],
+      "exchanges": [],
+      "bindings": []
+    }

deploy/k8s/redis-deployment.yaml

@@ -0,0 +1,23 @@
+apiVersion: apps/v1
+kind: Deployment
+metadata:
+  name: redis
+spec:
+  replicas: 1
+  selector:
+    matchLabels:
+      app: redis
+  template:
+    metadata:
+      labels:
+        app: redis
+    spec:
+      containers:
+        - name: redis
+          image: redis/redis-stack-server:latest
+          resources:
+            limits:
+              memory: "128Mi"
+              cpu: "500m"
+          ports:
+            - containerPort: 6379

deploy/k8s/redis-service.yaml

@@ -0,0 +1,13 @@
+apiVersion: v1
+kind: Service
+metadata:
+  name: redis-service
+spec:
+  type: NodePort
+  selector:
+    app: redis
+  ports:
+    - port: 6379
+      targetPort: 6379
+      nodePort: 30001
+

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

@@ -0,0 +1,327 @@
+// 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_tag_keys"
+	zoneKeysSet            = "zone_tag_keys"
+	stationKeysSet         = "station_tag_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_zone_tag_keys"
+	// Zone -> Station (e.g., zone1_1_stations_keys)
+	zoneStationSetKeyFormat = "zone%d_%d_station_tag_keys"
+	// Station -> NSPath (e.g., station1_1_1_components_nspath_keys)
+	stationNSPathKeyFormat = "station%d_%d_%d_component_nspath_keys"
+	// NSPath -> CompTag (e.g., ns1_1_1_1_components_tag_keys)
+	nsPathCompTagKeyFormat = "ns%d_%d_%d_%d_component_tag_keys"
+	// CompTag -> Measurement (e.g., comptag1_1_1_1_1_measurement_keys)
+	compTagMeasKeyFormat = "comptag%d_%d_%d_%d_%d_measurement_tag_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, "bay").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 := "comptag" + 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})
+						fullConfigPath := fmt.Sprintf("%s.%s", fullCompTagPath, "bay")
+						suggestions = append(suggestions, redisearch.Suggestion{Term: fullConfigPath, Score: defaultScore})
+						// J: measTag Index (1-3)
+						for J := 1; J <= 3; J++ {
+							measTagStr := fmt.Sprintf("meas%d_%d_%d_%d_%d_%d", S, Y, Z, D, I, J)
+							fullMeasurementPath := fmt.Sprintf("%s.%s", fullCompTagPath, 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\n", key)
+			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\n", key)
+			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 range count {
+		// 尝试多次寻找合适的位置
+		for range 10 {
+			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
+}