Documentation
¶
Index ¶
- Constants
- func BuildHeteroPredictingConf(param HeteroPredictingParam) (string, string, error)
- func BuildHeteroTrainingConf(param HeteroTrainingParam) (string, string, error)
- func BuildHomoPredictingConf(param HomoPredictingParam) (string, string, error)
- func BuildHomoTrainingConf(param HomoTrainingParam) (string, string, error)
- func BuildPsiConf(param PSIParam) (string, string, error)
- func BuildTrainingConfGeneralStr(param GeneralTrainingParam) (string, error)
- type GeneralTrainingParam
- type HeteroAlgorithmType
- type HeteroPredictingParam
- type HeteroTrainingParam
- type HomoAlgorithmType
- type HomoPredictingParam
- type HomoTrainingParam
- type PSIParam
- type PartyDataInfo
Constants ¶
const PSIConf = `` /* 1190-byte string literal not displayed */
const PSIDSL = `` /* 933-byte string literal not displayed */
const PSIHostParamTemplate = `
{
"reader_0": {
"table": {
"name": "%s",
"namespace": "%s"
}
}
}
`
Variables ¶
This section is empty.
Functions ¶
func BuildHeteroPredictingConf ¶
func BuildHeteroPredictingConf(param HeteroPredictingParam) (string, string, error)
BuildHeteroPredictingConf returns the FATE job conf and dsl from the specified param
func BuildHeteroTrainingConf ¶
func BuildHeteroTrainingConf(param HeteroTrainingParam) (string, string, error)
BuildHeteroTrainingConf returns the FATE job conf and dsl from the specified param
func BuildHomoPredictingConf ¶
func BuildHomoPredictingConf(param HomoPredictingParam) (string, string, error)
BuildHomoPredictingConf returns the FATE job conf and dsl from the specified param
func BuildHomoTrainingConf ¶
func BuildHomoTrainingConf(param HomoTrainingParam) (string, string, error)
BuildHomoTrainingConf returns the FATE job conf and dsl from the specified param
func BuildPsiConf ¶
BuildPsiConf returns the DSL and Conf files
func BuildTrainingConfGeneralStr ¶
func BuildTrainingConfGeneralStr(param GeneralTrainingParam) (string, error)
BuildTrainingConfGeneralStr returns a json string, which is a part of the final FATE job conf file. Including "dsl_version", "initiator", "role" and "job_parameters".
Types ¶
type GeneralTrainingParam ¶
type GeneralTrainingParam struct {
Guest PartyDataInfo
Hosts []PartyDataInfo
}
GeneralTrainingParam contains common parameters for creating all kins of jobs
type HeteroAlgorithmType ¶
type HeteroAlgorithmType uint8
HeteroAlgorithmType is the enum of vertical algorithm types
const ( HeteroAlgorithmTypeUnknown HeteroAlgorithmType = iota HeteroAlgorithmTypeLR HeteroAlgorithmTypeSBT )
type HeteroPredictingParam ¶
type HeteroPredictingParam struct {
Guest PartyDataInfo
Hosts []PartyDataInfo
ModelID string
ModelVersion string
}
HeteroPredictingParam contains parameters for creating a predicting job for a vertical model
type HeteroTrainingParam ¶
type HeteroTrainingParam struct {
Guest PartyDataInfo
Hosts []PartyDataInfo
LabelName string
ValidationEnabled bool
ValidationPercent uint
Type HeteroAlgorithmType
}
HeteroTrainingParam contains parameters for a vertical job
type HomoAlgorithmType ¶
type HomoAlgorithmType uint8
HomoAlgorithmType is the enum of horizontal algorithm types
const ( HomoAlgorithmTypeUnknown HomoAlgorithmType = iota HomoAlgorithmTypeLR HomoAlgorithmTypeSBT )
type HomoPredictingParam ¶
type HomoPredictingParam struct {
Role string
ModelID string
ModelVersion string
PartyDataInfo PartyDataInfo
}
HomoPredictingParam contains parameters for creating a predicting job for a horizontal model
type HomoTrainingParam ¶
type HomoTrainingParam struct {
Guest PartyDataInfo
Hosts []PartyDataInfo
LabelName string
ValidationEnabled bool
ValidationPercent uint
Type HomoAlgorithmType
}
HomoTrainingParam contains parameters for a horizontal job
type PSIParam ¶
type PSIParam struct {
Guest PartyDataInfo
Hosts []PartyDataInfo
}
PSIParam contains parameters for a PSI job
type PartyDataInfo ¶
PartyDataInfo is contains party info and its data info
Source Files