entity

package
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 Go to latest Published: Aug 9, 2023 License: Apache-2.0 Imports: 26 Imported by: 0

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Constants

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Variables

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Functions

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Types

type ComponentAlgorithmType 

type ComponentAlgorithmType uint8

ComponentAlgorithmType is the type enum of the algorithm 

const (
	ComponentAlgorithmTypeUnknown ComponentAlgorithmType = iota
	ComponentAlgorithmTypeHomoLR
	ComponentAlgorithmTypeHomoSBT
)

type FATEFlowContext 

type FATEFlowContext struct {
	// FATEFlowHost is the host address of the service
	FATEFlowHost string
	// FATEFlowPort is the port of the service
	FATEFlowPort uint
	// FATEFlowIsHttps is whether the connection should be over TLS
	FATEFlowIsHttps bool
}

FATEFlowContext currently contains FATE flow connection info

type Headers 

type Headers []string

Headers are local data column names

func (*Headers) Scan 

func (h *Headers) Scan(v interface{}) error

func (Headers) Value 

func (h Headers) Value() (driver.Value, error)

type Job 

type Job struct {
	gorm.Model
	Name                   string    `json:"name" gorm:"type:varchar(255)"`
	Description            string    `json:"description" gorm:"type:text"`
	UUID                   string    `json:"uuid" gorm:"type:varchar(36)"`
	ProjectUUID            string    `json:"project_uuid" gorm:"type:varchar(36)"`
	Type                   JobType   `json:"type"`
	Status                 JobStatus `json:"status"`
	StatusMessage          string    `gorm:"type:text"`
	AlgorithmType          JobAlgorithmType
	AlgorithmComponentName string                      `json:"algorithm_component_name" gorm:"type:varchar(255)"`
	EvaluateComponentName  string                      `json:"evaluate_component_name" gorm:"type:varchar(255)"`
	AlgorithmConfig        valueobject.AlgorithmConfig `gorm:"type:text"`
	ModelName              string                      `json:"model_name" gorm:"type:varchar(255)"`
	PredictingModelUUID    string                      `gorm:"type:varchar(36)"`
	InitiatingSiteUUID     string                      `gorm:"type:varchar(36)"`
	InitiatingSiteName     string                      `gorm:"type:varchar(255)"`
	InitiatingSitePartyID  uint
	InitiatingUser         string `gorm:"type:varchar(255)"`
	IsInitiatingSite       bool
	FATEJobID              string `gorm:"type:varchar(255);column:fate_job_id"`
	FATEJobStatus          string `gorm:"type:varchar(36);column:fate_job_status"`
	FATEModelID            string `gorm:"type:varchar(255);column:fate_model_id"`
	FATEModelVersion       string `gorm:"type:varchar(255);column:fate_model_version"`
	FinishedAt             time.Time
	ResultJson             string             `gorm:"type:text"`
	Conf                   string             `gorm:"type:text"`
	DSL                    string             `gorm:"type:text"`
	RequestJson            string             `gorm:"type:text"`
	FATEFlowContext        FATEFlowContext    `gorm:"-"`
	Repo                   repo.JobRepository `gorm:"-"`
}

Job represents a FATE job

func (*Job) CheckFATEJobStatus 

func (job *Job) CheckFATEJobStatus() error

CheckFATEJobStatus issues job status query

func (*Job) Create 

func (job *Job) Create() error

Create initializes the job and save into the repo. The uuid will be automatically generated if not set

func (*Job) GetIntersectionResult 

func (job *Job) GetIntersectionResult() ([]string, [][]interface{}, int, float64)

GetIntersectionResult parses the PSI job result and returns the preview data

func (*Job) GetPredictingResultPreview 

func (job *Job) GetPredictingResultPreview() ([]string, [][]interface{}, int)

GetPredictingResultPreview returns a fraction of the predicting result data

func (*Job) GetTrainingResultSummary 

func (job *Job) GetTrainingResultSummary() map[string]string

GetTrainingResultSummary returns the summary mapping of the training result. It is the evaluation info of the model

func (*Job) SubmitToFATE 

func (job *Job) SubmitToFATE(finishCB func()) error

SubmitToFATE submits the job to FATE system and starts a monitoring routine

func (*Job) Update 

func (job *Job) Update(newStatus *Job) error

Update updates the job info, including the fate job status. If the job starts running, a monitoring routine is started

func (*Job) UpdateResultInfo 

func (job *Job) UpdateResultInfo(partyID uint, role JobParticipantRole) error

UpdateResultInfo gets the job result from FATE and updates it into the repo

func (*Job) UpdateStatus 

func (job *Job) UpdateStatus(status JobStatus) error

UpdateStatus updates the job's status

func (*Job) UpdateStatusMessage 

func (job *Job) UpdateStatusMessage(message string) error

UpdateStatusMessage updates the job's status message

func (*Job) Validate 

func (job *Job) Validate() error

Validate checks the job configuration

type JobAlgorithmType 

type JobAlgorithmType uint8

JobAlgorithmType is the enum of the job algorithm 

const (
	JobAlgorithmTypeUnknown JobAlgorithmType = iota
	JobAlgorithmTypeHomoLR
	JobAlgorithmTypeHomoSBT
	JobAlgorithmTypeHeteroLR
	JobAlgorithmTypeHeteroSBT
)

type JobParticipant 

type JobParticipant struct {
	gorm.Model
	UUID               string `gorm:"type:varchar(36)"`
	JobUUID            string `gorm:"type:varchar(36)"`
	SiteUUID           string `gorm:"type:varchar(36)"`
	SiteName           string `gorm:"type:varchar(255)"`
	SitePartyID        uint
	SiteRole           JobParticipantRole `gorm:"type:varchar(255)"`
	DataUUID           string             `gorm:"type:varchar(36)"`
	DataName           string             `gorm:"type:varchar(255)"`
	DataDescription    string             `gorm:"type:text"`
	DataTableName      string             `gorm:"type:varchar(255)"`
	DataTableNamespace string             `gorm:"type:varchar(255)"`
	DataLabelName      string             `gorm:"type:varchar(255)"`
	Status             JobParticipantStatus
	Repo               repo.JobParticipantRepository `gorm:"-"`
}

JobParticipant represents a site and its data for a job

func (*JobParticipant) Create 

func (p *JobParticipant) Create() error

Create initialize the participant info and create it in the repo

func (*JobParticipant) UpdateStatus 

func (p *JobParticipant) UpdateStatus(status JobParticipantStatus) error

UpdateStatus changes the participant's status

type JobParticipantRole 

type JobParticipantRole string

JobParticipantRole is the enum of roles of a participant 

const (
	JobParticipantRoleGuest JobParticipantRole = "guest"
	JobParticipantRoleHost  JobParticipantRole = "host"
)

type JobParticipantStatus 

type JobParticipantStatus uint8

JobParticipantStatus is the status of this participant in the job 

const (
	JobParticipantStatusUnknown JobParticipantStatus = iota
	JobParticipantStatusInitiator
	JobParticipantStatusPending
	JobParticipantStatusApproved
	JobParticipantStatusRejected
)

func (JobParticipantStatus) String 

func (s JobParticipantStatus) String() string

type JobStatus 

type JobStatus uint8

JobStatus is the enum of job status 

const (
	JobStatusUnknown JobStatus = iota
	JobStatusPending
	JobStatusRejected
	JobStatusRunning
	JobStatusFailed
	JobStatusSucceeded
	JobStatusDeploying
	JobStatusDeleted
)

func (JobStatus) String 

func (s JobStatus) String() string

type JobType 

type JobType uint8

JobType is the enum of job type 

const (
	JobTypeUnknown JobType = iota
	JobTypeTraining
	JobTypePredict
	JobTypePSI
)

func (JobType) String 

func (t JobType) String() string

type LocalData 

type LocalData struct {
	gorm.Model
	UUID string `gorm:"type:varchar(36);index;unique"`
	// Name is the name to reference the data
	Name string `gorm:"type:varchar(255);not null"`
	// Description contains more text about the data
	Description string `json:"description" gorm:"type:text"`
	// Column is a list of headers in this data
	Column Headers `json:"column" gorm:"type:text"`
	// TableName is the name of the data in FATE system
	TableName string `json:"table_name" gorm:"type:varchar(255)"`
	// TableNamespace is the namespace of the data in FATE system
	TableNamespace string `json:"table_namespace" gorm:"type:varchar(255)"`
	// Count is the number of the samples in the data
	Count uint64 `json:"count"`
	// Features is feature name list
	Features Headers `json:"feature_size" gorm:"type:text"`
	// Preview is the first 10 lines of data in this data
	Preview string `json:"preview" gorm:"type:text"`
	// IDMetaInfo is the meta data describing the ID column
	IDMetaInfo *valueobject.IDMetaInfo `json:"id_meta_info" gorm:"type:text;column:id_meta_info"`
	// JobID is the related FATE upload job id
	JobID string `json:"-" gorm:"type:varchar(255);column:job_id"`
	// JobConf is the related FATE upload job conf
	JobConf string `json:"-" gorm:"type:text;column:job_conf"`
	// JobStatus is the current status of the data in FATE system
	JobStatus UploadJobStatus `json:"status"`
	// JobErrorString records the error message if the job failed
	JobErrorMsg string `json:"job_error_msg" gorm:"type:text"`
	// LocalFilePath is the file path relative to the baseDir
	LocalFilePath string `json:"-" gorm:"type:varchar(255)"`
	// UploadContext contains info needed to finish the upload job
	UploadContext UploadContext `json:"-" gorm:"-"`
	// Repo is used to store the necessary data into the storage
	Repo repo.LocalDataRepository `json:"-" gorm:"-"`
}

LocalData represents an uploaded data file

func (*LocalData) ChangeJobStatus 

func (d *LocalData) ChangeJobStatus(newStatus UploadJobStatus)

ChangeJobStatus upload the data's upload job status

func (*LocalData) CreateFromExistingTable 

func (d *LocalData) CreateFromExistingTable() error

CreateFromExistingTable updates the local data info based on the existing table info in FATE and saves to the repo

func (*LocalData) Destroy 

func (d *LocalData) Destroy() error

func (*LocalData) GetAbsFilePath 

func (d *LocalData) GetAbsFilePath() (string, error)

GetAbsFilePath returns the absolute path the local date file

func (*LocalData) GetFlowDataDownloadRequest 

func (d *LocalData) GetFlowDataDownloadRequest() (*http.Request, error)

GetFlowDataDownloadRequest returns the absolute path the local date file

func (*LocalData) UpdateIDMetaInfo 

func (d *LocalData) UpdateIDMetaInfo(info *valueobject.IDMetaInfo) error

UpdateIDMetaInfo changes the meta info of the id column

func (*LocalData) Upload 

func (d *LocalData) Upload(fileHeader *multipart.FileHeader) error

Upload save the file into local storage and uploaded it to FATE system

type Model 

type Model struct {
	gorm.Model
	UUID                   string `gorm:"type:varchar(36)"`
	Name                   string `gorm:"type:varchar(255)"`
	FATEModelID            string `gorm:"type:varchar(255);column:fate_model_id"`
	FATEModelVersion       string `gorm:"type:varchar(255);column:fate_model_version"`
	ProjectUUID            string `gorm:"type:varchar(36)"`
	ProjectName            string `gorm:"type:varchar(255)"`
	JobUUID                string `gorm:"type:varchar(36)"`
	JobName                string `gorm:"type:varchar(255)"`
	ComponentName          string `gorm:"type:varchar(255)"`
	ComponentAlgorithmType ComponentAlgorithmType
	Role                   string `gorm:"type:varchar(255)"`
	PartyID                uint
	Evaluation             valueobject.ModelEvaluation `gorm:"type:text"`
	Repo                   repo.ModelRepository        `gorm:"-"`
}

Model is the domain entity of the model management context

func (*Model) Create 

func (model *Model) Create() error

Create initializes the model and creates it in the repo

type ModelDeployment 

type ModelDeployment struct {
	gorm.Model
	UUID                     string                         `json:"uuid" gorm:"type:varchar(36)"`
	ServiceName              string                         `json:"service_name" gorm:"type:varchar(255)"`
	ModelUUID                string                         `json:"model_uuid" gorm:"type:varchar(36)"`
	Type                     ModelDeploymentType            `json:"type"`
	Status                   ModelDeploymentStatus          `json:"status"`
	DeploymentParametersJson string                         `json:"parameters_json" gorm:"type:text"`
	RequestJson              string                         `json:"request_json" gorm:"type:text"`
	ResultJson               string                         `json:"result_json" gorm:"type:text"`
	Repo                     repo.ModelDeploymentRepository `json:"-" gorm:"-"`
}

ModelDeployment represents a deployment operation for a model

func (*ModelDeployment) Deploy 

func (d *ModelDeployment) Deploy(context ModelDeploymentContext) error

Deploy deploys the model to FATE

type ModelDeploymentContext 

type ModelDeploymentContext struct {
	Model              *Model
	FATEFlowContext    FATEFlowContext
	KubeflowConfig     valueobject.KubeflowConfig
	UserParametersJson string
}

ModelDeploymentContext contains the context needed to perform a deployment action

type ModelDeploymentStatus 

type ModelDeploymentStatus uint8

ModelDeploymentStatus is a enum of the status of the deployment action 

const (
	ModelDeploymentStatusUnknown ModelDeploymentStatus = iota
	ModelDeploymentStatusCreated
	ModelDeploymentStatusFailed
	ModelDeploymentStatusSucceeded
)

type ModelDeploymentType 

type ModelDeploymentType uint

ModelDeploymentType is a enum of the types of the target deployment runtime We use uint instead of uint8 here because json marshalling will convert []uint8 slice to base64-encoded string 

const (
	ModelDeploymentTypeUnknown ModelDeploymentType = iota
	ModelDeploymentTypeKFServing
)

func (ModelDeploymentType) String 

func (t ModelDeploymentType) String() string

type Project 

type Project struct {
	gorm.Model
	UUID string `gorm:"type:varchar(36);index;unique"`
	// Name is the name of the project
	Name string `gorm:"type:varchar(255);not null"`
	// Description contains more text about the project
	Description string `json:"description" gorm:"type:text"`
	// AutoApprovalEnabled is whether new jobs will be automatically approved
	AutoApprovalEnabled bool `json:"auto_approval_enabled"`
	// Type is the project type
	Type ProjectType
	// Status is the status of the project
	Status ProjectStatus
	// Creating/Managing site info
	valueobject.ProjectCreatorInfo
	// The repo for persistence
	Repo repo.ProjectRepository `json:"-" gorm:"-"`
}

Project is a container for federated machine learning jobs

func (*Project) Create 

func (p *Project) Create() error

Create creates the project

type ProjectData 

type ProjectData struct {
	gorm.Model
	Name           string                     `json:"name" gorm:"type:varchar(255)"`
	Description    string                     `json:"description" gorm:"type:text"`
	UUID           string                     `json:"uuid" gorm:"type:varchar(36)"`
	ProjectUUID    string                     `json:"project_uuid" gorm:"type:varchar(36)"`
	DataUUID       string                     `json:"data_uuid" gorm:"type:varchar(36)"`
	SiteUUID       string                     `json:"site_uuid" gorm:"type:varchar(36)"`
	SiteName       string                     `json:"site_name" gorm:"type:varchar(255)"`
	SitePartyID    uint                       `json:"site_party_id"`
	Type           ProjectDataType            `json:"type"`
	Status         ProjectDataStatus          `json:"status"`
	TableName      string                     `json:"table_name" gorm:"type:varchar(255)"`
	TableNamespace string                     `json:"table_namespace" gorm:"type:varchar(255)"`
	CreationTime   time.Time                  `json:"creation_time"`
	UpdateTime     time.Time                  `json:"update_time"`
	Repo           repo.ProjectDataRepository `json:"-" gorm:"-"`
}

ProjectData represents the data association in a project

type ProjectDataStatus 

type ProjectDataStatus uint8

ProjectDataStatus is the status of this association 

const (
	ProjectDataStatusUnknown ProjectDataStatus = iota
	ProjectDataStatusDismissed
	ProjectDataStatusAssociated
)

type ProjectDataType 

type ProjectDataType uint8

ProjectDataType is the type of this association 

const (
	ProjectDataTypeUnknown ProjectDataType = iota
	ProjectDataTypeLocal
	ProjectDataTypeRemote
)

type ProjectInvitation 

type ProjectInvitation struct {
	gorm.Model
	UUID        string `gorm:"type:varchar(36);index;unique"`
	ProjectUUID string `gorm:"type:varchar(36)"`
	SiteUUID    string `gorm:"type:varchar(36)"`
	Status      ProjectInvitationStatus
}

ProjectInvitation is the invitation for a project

type ProjectInvitationStatus 

type ProjectInvitationStatus uint8

ProjectInvitationStatus is the status of the invitation 

const (
	// ProjectInvitationStatusCreated means the invitation is created but hasn't been sent yet
	ProjectInvitationStatusCreated ProjectInvitationStatus = iota
	ProjectInvitationStatusSent
	ProjectInvitationStatusRevoked
	ProjectInvitationStatusAccepted
	ProjectInvitationStatusRejected
)

type ProjectParticipant 

type ProjectParticipant struct {
	gorm.Model
	UUID            string                   `json:"uuid" gorm:"type:varchar(36);index;unique"`
	ProjectUUID     string                   `json:"project_uuid" gorm:"type:varchar(36)"`
	SiteUUID        string                   `json:"site_uuid" gorm:"type:varchar(36)"`
	SiteName        string                   `json:"site_name" gorm:"type:varchar(255)"`
	SitePartyID     uint                     `json:"site_party_id"`
	SiteDescription string                   `json:"site_description"`
	Status          ProjectParticipantStatus `json:"status"`
}

ProjectParticipant is a site in a project

type ProjectParticipantStatus 

type ProjectParticipantStatus uint8

ProjectParticipantStatus is the status of the site in a project 

const (
	ProjectParticipantStatusUnknown ProjectParticipantStatus = iota
	ProjectParticipantStatusOwner
	ProjectParticipantStatusPending
	ProjectParticipantStatusJoined
	ProjectParticipantStatusRejected
	ProjectParticipantStatusLeft
	ProjectParticipantStatusDismissed
	ProjectParticipantStatusRevoked
)

type ProjectStatus 

type ProjectStatus uint8

ProjectStatus is the status of a project 

const (
	ProjectStatusManaged ProjectStatus = iota + 1
	ProjectStatusPending
	ProjectStatusJoined
	ProjectStatusRejected
	ProjectStatusLeft
	ProjectStatusClosed
	ProjectStatusDismissed
)

type ProjectType 

type ProjectType uint8

ProjectType is the project type 

const (
	ProjectTypeLocal ProjectType = iota + 1
	// ProjectTypeFederatedLocal means the project is locally created and is tracked in the FML manager
	ProjectTypeFederatedLocal
	ProjectTypeRemote
)

type Site 

type Site struct {
	gorm.Model
	UUID string `json:"uuid" gorm:"type:varchar(36);index;unique"`
	// Name is the site's name
	Name string `json:"name" gorm:"type:varchar(255);unique;not null"`
	// Description contains more text about this site
	Description string `json:"description" gorm:"type:text"`
	// PartyID is the id of this party
	PartyID uint `json:"party_id" gorm:"column:party_id"`
	// ExternalHost is the IP or hostname this site portal service is exposed
	ExternalHost string `json:"external_host" gorm:"type:varchar(255);column:external_ip"`
	// ExternalPort the port number this site portal service is exposed
	ExternalPort uint `json:"external_port" gorm:"column:external_port"`
	// HTTPS choose if site portal has HTTPS enabled
	HTTPS bool `json:"https" gorm:"column:https"`
	// FMLManagerEndpoint is of format "<http or https>://<host>:<port>"
	FMLManagerEndpoint string `json:"fml_manager_endpoint" gorm:"type:varchar(255);column:fml_manager_endpoint"`
	// FMLManagerServerName is used to verify FML Manager's certificate
	FMLManagerServerName string `json:"fml_manager_server_name" gorm:"type:varchar(255);column:fml_manager_server_name"`
	// FMLManagerConnectedAt is the last time this portal has registered to a FML manager
	FMLManagerConnectedAt time.Time `json:"fml_manager_connected_at" gorm:"column:fml_manager_connected_at"`
	// FMLManagerConnected is whether the portal is connected to FML manager
	FMLManagerConnected bool `json:"fml_manager_connected" gorm:"column:fml_manager_connected"`
	// FATEFlowHost is the host address of the FATE-flow service
	FATEFlowHost string `json:"fate_flow_host" gorm:"type:varchar(255);column:fate_flow_host"`
	// FATEFlowHTTPPort is the http port number of the FATE-flow service
	FATEFlowHTTPPort uint `json:"fate_flow_http_port" gorm:"column:fate_flow_http_port"`
	// FATEFlowGRPCPort is the grpc port number of the FATE-flow service, currently not used
	FATEFlowGRPCPort uint `json:"fate_flow_grpc_port" gorm:"column:fate_flow_grpc_port"`
	// FATEFlowConnectedAt is the last time this portal connected to the FATE flow
	FATEFlowConnectedAt time.Time `json:"fate_flow_connected_at" gorm:"column:fate_flow_connected_at"`
	// FATEFlowConnected is whether the portal has connected to FATEFlow after the address is configured
	FATEFlowConnected bool `json:"fate_flow_connected" gorm:"column:fate_flow_connected"`
	// KubeflowConfig records the Kubeflow related information for deploying horizontal model to the KFServing system
	KubeflowConfig valueobject.KubeflowConfig `json:"kubeflow_config" gorm:"type:text;column:kubeflow_config"`
	// KubeflowConnectedAt is the last time this portal has successfully connected all related Kubeflow service
	KubeflowConnectedAt time.Time `json:"kubeflow_connected_at" gorm:"column:kubeflow_connected_at"`
	// KubeflowConnected is whether this site has connected to the Kubeflow since it is configured
	KubeflowConnected bool `json:"kubeflow_connected" gorm:"column:kubeflow_connected"`
	// Repo is the repository interface
	Repo repo.SiteRepository `json:"-" gorm:"-"`
}

Site contains all the info for the current site

func (*Site) ConnectFATEFlow 

func (site *Site) ConnectFATEFlow(host string, port uint, https bool) error

ConnectFATEFlow try to issue a test request to the FATE-flow service

func (*Site) Load 

func (site *Site) Load() error

Load site information from repository

func (*Site) RegisterToFMLManager 

func (site *Site) RegisterToFMLManager(endpoint string, serverName string) error

RegisterToFMLManager registers this site to the FML manager service

func (*Site) UnregisterFromFMLManager 

func (site *Site) UnregisterFromFMLManager() error

UnregisterFromFMLManager unregisters this site from the FML manager service

func (*Site) UpdateConfigurableInfo 

func (site *Site) UpdateConfigurableInfo(updatedSite *Site) error

UpdateConfigurableInfo changes the site information

func (*Site) Validate 

func (site *Site) Validate() error

Validate if the site has been properly configured

type UploadContext 

type UploadContext struct {
	// FATEFlowHost is the host address of the service
	FATEFlowHost string
	// FATEFlowPort is the port of the service
	FATEFlowPort uint
	// FATEFlowIsHttps is whether the connection should be over TLS
	FATEFlowIsHttps bool
}

UploadContext currently contains FATE flow connection info

type UploadJobStatus 

type UploadJobStatus uint8

UploadJobStatus is the status of the data in FATE system 

const (
	UploadJobStatusToBeCreated UploadJobStatus = iota
	UploadJobStatusCreating
	UploadJobStatusRunning
	UploadJobStatusFailed
	UploadJobStatusSucceeded
)

func (*UploadJobStatus) MarshalJSON 

func (s *UploadJobStatus) MarshalJSON() ([]byte, error)

MarshalJSON convert Cluster status to string

type User 

type User struct {
	gorm.Model
	UUID string `gorm:"type:varchar(36);index;unique"`
	// Name is the user's name
	Name string `gorm:"type:varchar(255);unique;not null"`
	// Password is the user's hashed password
	Password string `gorm:"type:varchar(255)"`
	// PermissionInfo records the user's access to the system
	PermissionInfo valueobject.UserPermissionInfo `gorm:"embedded"`
	// Repo is the repository to persistent related data
	Repo repo.UserRepository `gorm:"-"`
}

User is a representation of the user available in the site

func (*User) CheckSitePortalAccess 

func (u *User) CheckSitePortalAccess() error

CheckSitePortalAccess returns error if the user doesn't have the portal access

func (*User) LoadById 

func (u *User) LoadById() error

LoadById reads the info from the repo

func (*User) UpdatePermissionInfo 

func (u *User) UpdatePermissionInfo(info valueobject.UserPermissionInfo) error

UpdatePermissionInfo changes the user's permission

func (*User) UpdatePwdInfo 

func (u *User) UpdatePwdInfo(curPassword, newPassword string) error

UpdatePwdInfo updates a user's password

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