Documentation
¶
Index ¶
- Variables
- type ColumnProfile
- func (*ColumnProfile) Descriptor() ([]byte, []int)deprecated
- func (x *ColumnProfile) GetCompleteness() float64
- func (x *ColumnProfile) GetConstant() bool
- func (x *ColumnProfile) GetCorrToTarget() float64
- func (x *ColumnProfile) GetCount() int32
- func (x *ColumnProfile) GetCv() float64
- func (x *ColumnProfile) GetDistinct() int32
- func (x *ColumnProfile) GetDistinctValueCount() float64
- func (x *ColumnProfile) GetDuplicate() bool
- func (x *ColumnProfile) GetFreq() int32
- func (x *ColumnProfile) GetHighCardinality() bool
- func (x *ColumnProfile) GetHighCorrWithOtherFeatures() bool
- func (x *ColumnProfile) GetHighMissingPct() bool
- func (x *ColumnProfile) GetHistogram() *Histogram
- func (x *ColumnProfile) GetId() bool
- func (x *ColumnProfile) GetIgnore() bool
- func (x *ColumnProfile) GetImportance() float64
- func (x *ColumnProfile) GetIndexOfPeculiarity() float64
- func (x *ColumnProfile) GetInvalid() int32
- func (x *ColumnProfile) GetIqr() float64
- func (x *ColumnProfile) GetKurtosis() float64
- func (x *ColumnProfile) GetLowCorrWithTarget() bool
- func (x *ColumnProfile) GetMad() float64
- func (x *ColumnProfile) GetMax() float64
- func (x *ColumnProfile) GetMean() float64
- func (x *ColumnProfile) GetMin() float64
- func (x *ColumnProfile) GetMissing() int32
- func (x *ColumnProfile) GetMode() string
- func (x *ColumnProfile) GetMostFreqValuesRatio() float64
- func (x *ColumnProfile) GetName() string
- func (x *ColumnProfile) GetNullable() bool
- func (x *ColumnProfile) GetOutliers() int32
- func (x *ColumnProfile) GetP25() float64
- func (x *ColumnProfile) GetP50() float64
- func (x *ColumnProfile) GetP75() float64
- func (x *ColumnProfile) GetP100() float64
- func (x *ColumnProfile) GetPercentMissing() float32
- func (x *ColumnProfile) GetReserved() bool
- func (x *ColumnProfile) GetSkewed() bool
- func (x *ColumnProfile) GetSkewness() float64
- func (x *ColumnProfile) GetStddev() float64
- func (x *ColumnProfile) GetSum() float64
- func (x *ColumnProfile) GetTarget() bool
- func (x *ColumnProfile) GetTop() int32
- func (x *ColumnProfile) GetType() string
- func (x *ColumnProfile) GetValues() []string
- func (x *ColumnProfile) GetVariance() float64
- func (x *ColumnProfile) GetZeros() float64
- func (*ColumnProfile) ProtoMessage()
- func (x *ColumnProfile) ProtoReflect() protoreflect.Message
- func (x *ColumnProfile) Reset()
- func (x *ColumnProfile) String() string
- type DatasetProfile
- func (*DatasetProfile) Descriptor() ([]byte, []int)deprecated
- func (x *DatasetProfile) GetCols() int32
- func (x *DatasetProfile) GetColumns() []*ColumnProfile
- func (x *DatasetProfile) GetFilesize() int32
- func (x *DatasetProfile) GetHash() string
- func (x *DatasetProfile) GetImbalance() bool
- func (x *DatasetProfile) GetPlots() []*Plot
- func (x *DatasetProfile) GetRows() int32
- func (x *DatasetProfile) GetTable() *TableView
- func (*DatasetProfile) ProtoMessage()
- func (x *DatasetProfile) ProtoReflect() protoreflect.Message
- func (x *DatasetProfile) Reset()
- func (x *DatasetProfile) String() string
- type ForecastProfile
- func (*ForecastProfile) Descriptor() ([]byte, []int)deprecated
- func (x *ForecastProfile) GetName() string
- func (x *ForecastProfile) GetPlots() []*Plot
- func (*ForecastProfile) ProtoMessage()
- func (x *ForecastProfile) ProtoReflect() protoreflect.Message
- func (x *ForecastProfile) Reset()
- func (x *ForecastProfile) String() string
- type Histogram
- func (*Histogram) Descriptor() ([]byte, []int)deprecated
- func (x *Histogram) GetBins() []float64
- func (x *Histogram) GetCategories() []string
- func (x *Histogram) GetValues() []float64
- func (*Histogram) ProtoMessage()
- func (x *Histogram) ProtoReflect() protoreflect.Message
- func (x *Histogram) Reset()
- func (x *Histogram) String() string
- type ModelProfile
- func (*ModelProfile) Descriptor() ([]byte, []int)deprecated
- func (x *ModelProfile) GetImportance() map[string]float32
- func (x *ModelProfile) GetMulticlassPR() []*PrecisionRecallCurve
- func (x *ModelProfile) GetMulticlassRocAuc() []*ROCCurve
- func (x *ModelProfile) GetName() string
- func (x *ModelProfile) GetPlots() []*Plot
- func (x *ModelProfile) GetPr() *PrecisionRecallCurve
- func (x *ModelProfile) GetRocauc() *ROCCurve
- func (*ModelProfile) ProtoMessage()
- func (x *ModelProfile) ProtoReflect() protoreflect.Message
- func (x *ModelProfile) Reset()
- func (x *ModelProfile) String() string
- type NamespaceInfo
- func (*NamespaceInfo) Descriptor() ([]byte, []int)deprecated
- func (x *NamespaceInfo) GetAccounts() int32
- func (x *NamespaceInfo) GetBuckets() int32
- func (x *NamespaceInfo) GetDatasets() int32
- func (x *NamespaceInfo) GetDatasources() int32
- func (x *NamespaceInfo) GetLabs() int32
- func (x *NamespaceInfo) GetModels() int32
- func (x *NamespaceInfo) GetName() string
- func (x *NamespaceInfo) GetServingsites() int32
- func (x *NamespaceInfo) GetStudies() int32
- func (x *NamespaceInfo) GetType() NamespaceInfo_NamespaceType
- func (*NamespaceInfo) ProtoMessage()
- func (x *NamespaceInfo) ProtoReflect() protoreflect.Message
- func (x *NamespaceInfo) Reset()
- func (x *NamespaceInfo) String() string
- type NamespaceInfo_NamespaceType
- func (NamespaceInfo_NamespaceType) Descriptor() protoreflect.EnumDescriptor
- func (x NamespaceInfo_NamespaceType) Enum() *NamespaceInfo_NamespaceType
- func (NamespaceInfo_NamespaceType) EnumDescriptor() ([]byte, []int)deprecated
- func (x NamespaceInfo_NamespaceType) Number() protoreflect.EnumNumber
- func (x NamespaceInfo_NamespaceType) String() string
- func (NamespaceInfo_NamespaceType) Type() protoreflect.EnumType
- type Plot
- func (*Plot) Descriptor() ([]byte, []int)deprecated
- func (x *Plot) GetFname() string
- func (x *Plot) GetImg() []byte
- func (x *Plot) GetName() string
- func (x *Plot) GetTitle() string
- func (x *Plot) GetUrl() string
- func (*Plot) ProtoMessage()
- func (x *Plot) ProtoReflect() protoreflect.Message
- func (x *Plot) Reset()
- func (x *Plot) String() string
- type PrecisionRecallCurve
- func (*PrecisionRecallCurve) Descriptor() ([]byte, []int)deprecated
- func (x *PrecisionRecallCurve) GetPrecision() []float64
- func (x *PrecisionRecallCurve) GetRecall() []float64
- func (x *PrecisionRecallCurve) GetThresholds() []float64
- func (*PrecisionRecallCurve) ProtoMessage()
- func (x *PrecisionRecallCurve) ProtoReflect() protoreflect.Message
- func (x *PrecisionRecallCurve) Reset()
- func (x *PrecisionRecallCurve) String() string
- type ROCCurve
- func (*ROCCurve) Descriptor() ([]byte, []int)deprecated
- func (x *ROCCurve) GetFpr() []float64
- func (x *ROCCurve) GetThresholds() []float64
- func (x *ROCCurve) GetTpr() []float64
- func (*ROCCurve) ProtoMessage()
- func (x *ROCCurve) ProtoReflect() protoreflect.Message
- func (x *ROCCurve) Reset()
- func (x *ROCCurve) String() string
- type StudyProfile
- func (*StudyProfile) Descriptor() ([]byte, []int)deprecated
- func (x *StudyProfile) GetModels() []*ModelProfile
- func (x *StudyProfile) GetPlots() []*Plot
- func (x *StudyProfile) GetTestingHash() string
- func (x *StudyProfile) GetTrainingHash() string
- func (x *StudyProfile) GetValidationHash() string
- func (*StudyProfile) ProtoMessage()
- func (x *StudyProfile) ProtoReflect() protoreflect.Message
- func (x *StudyProfile) Reset()
- func (x *StudyProfile) String() string
- type TableView
- func (*TableView) Descriptor() ([]byte, []int)deprecated
- func (x *TableView) GetCols() []string
- func (x *TableView) GetProfiles() []*ColumnProfile
- func (x *TableView) GetRows() []*TableViewRow
- func (*TableView) ProtoMessage()
- func (x *TableView) ProtoReflect() protoreflect.Message
- func (x *TableView) Reset()
- func (x *TableView) String() string
- type TableViewRow
Constants ¶
This section is empty.
Variables ¶
var ( NamespaceInfo_NamespaceType_name = map[int32]string{ 0: "TENANT", 1: "DATAPRODUCT", 2: "LAB", 3: "SERVINGSITE", 4: "MODELASYSTEM", 5: "MODELACATALOG", } NamespaceInfo_NamespaceType_value = map[string]int32{ "TENANT": 0, "DATAPRODUCT": 1, "LAB": 2, "SERVINGSITE": 3, "MODELASYSTEM": 4, "MODELACATALOG": 5, } )
Enum value maps for NamespaceInfo_NamespaceType.
var File_github_com_metaprov_modelaapi_services_common_v1_common_proto protoreflect.FileDescriptor
Functions ¶
This section is empty.
Types ¶
type ColumnProfile ¶
type ColumnProfile struct {
Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"`
Count int32 `protobuf:"varint,2,opt,name=count,proto3" json:"count,omitempty"`
Type string `protobuf:"bytes,3,opt,name=type,proto3" json:"type,omitempty"`
Missing int32 `protobuf:"varint,4,opt,name=missing,proto3" json:"missing,omitempty"`
PercentMissing float32 `protobuf:"fixed32,5,opt,name=percentMissing,proto3" json:"percentMissing,omitempty"`
Distinct int32 `protobuf:"varint,6,opt,name=distinct,proto3" json:"distinct,omitempty"`
Mean float64 `protobuf:"fixed64,7,opt,name=mean,proto3" json:"mean,omitempty"`
Mode string `protobuf:"bytes,8,opt,name=mode,proto3" json:"mode,omitempty"`
Stddev float64 `protobuf:"fixed64,9,opt,name=stddev,proto3" json:"stddev,omitempty"`
Variance float64 `protobuf:"fixed64,10,opt,name=variance,proto3" json:"variance,omitempty"`
Min float64 `protobuf:"fixed64,11,opt,name=min,proto3" json:"min,omitempty"`
Max float64 `protobuf:"fixed64,12,opt,name=max,proto3" json:"max,omitempty"`
Kurtosis float64 `protobuf:"fixed64,13,opt,name=kurtosis,proto3" json:"kurtosis,omitempty"`
Skewness float64 `protobuf:"fixed64,14,opt,name=skewness,proto3" json:"skewness,omitempty"`
Sum float64 `protobuf:"fixed64,15,opt,name=sum,proto3" json:"sum,omitempty"`
Mad float64 `protobuf:"fixed64,16,opt,name=mad,proto3" json:"mad,omitempty"`
Zeros float64 `protobuf:"fixed64,17,opt,name=zeros,proto3" json:"zeros,omitempty"`
P25 float64 `protobuf:"fixed64,18,opt,name=p25,proto3" json:"p25,omitempty"`
P50 float64 `protobuf:"fixed64,19,opt,name=p50,proto3" json:"p50,omitempty"`
P75 float64 `protobuf:"fixed64,20,opt,name=p75,proto3" json:"p75,omitempty"`
P100 float64 `protobuf:"fixed64,21,opt,name=p100,proto3" json:"p100,omitempty"`
Iqr float64 `protobuf:"fixed64,22,opt,name=iqr,proto3" json:"iqr,omitempty"`
Cv float64 `protobuf:"fixed64,23,opt,name=cv,proto3" json:"cv,omitempty"`
Top int32 `protobuf:"varint,24,opt,name=top,proto3" json:"top,omitempty"`
Freq int32 `protobuf:"varint,25,opt,name=freq,proto3" json:"freq,omitempty"`
Ignore bool `protobuf:"varint,26,opt,name=ignore,proto3" json:"ignore,omitempty"`
Target bool `protobuf:"varint,27,opt,name=target,proto3" json:"target,omitempty"`
Histogram *Histogram `protobuf:"bytes,28,opt,name=histogram,proto3" json:"histogram,omitempty"`
Invalid int32 `protobuf:"varint,29,opt,name=invalid,proto3" json:"invalid,omitempty"`
Importance float64 `protobuf:"fixed64,30,opt,name=importance,proto3" json:"importance,omitempty"`
Nullable bool `protobuf:"varint,31,opt,name=nullable,proto3" json:"nullable,omitempty"`
HighCardinality bool `protobuf:"varint,32,opt,name=highCardinality,proto3" json:"highCardinality,omitempty"`
HighCorrWithOtherFeatures bool `protobuf:"varint,33,opt,name=highCorrWithOtherFeatures,proto3" json:"highCorrWithOtherFeatures,omitempty"`
LowCorrWithTarget bool `protobuf:"varint,34,opt,name=lowCorrWithTarget,proto3" json:"lowCorrWithTarget,omitempty"`
HighMissingPct bool `protobuf:"varint,35,opt,name=highMissingPct,proto3" json:"highMissingPct,omitempty"`
Skewed bool `protobuf:"varint,36,opt,name=skewed,proto3" json:"skewed,omitempty"`
Id bool `protobuf:"varint,37,opt,name=id,proto3" json:"id,omitempty"`
Constant bool `protobuf:"varint,38,opt,name=constant,proto3" json:"constant,omitempty"`
Duplicate bool `protobuf:"varint,39,opt,name=duplicate,proto3" json:"duplicate,omitempty"`
Reserved bool `protobuf:"varint,40,opt,name=reserved,proto3" json:"reserved,omitempty"`
Outliers int32 `protobuf:"varint,41,opt,name=outliers,proto3" json:"outliers,omitempty"`
Completeness float64 `protobuf:"fixed64,42,opt,name=completeness,proto3" json:"completeness,omitempty"`
DistinctValueCount float64 `protobuf:"fixed64,43,opt,name=distinctValueCount,proto3" json:"distinctValueCount,omitempty"`
MostFreqValuesRatio float64 `protobuf:"fixed64,44,opt,name=mostFreqValuesRatio,proto3" json:"mostFreqValuesRatio,omitempty"`
IndexOfPeculiarity float64 `protobuf:"fixed64,45,opt,name=indexOfPeculiarity,proto3" json:"indexOfPeculiarity,omitempty"`
Values []string `protobuf:"bytes,46,rep,name=values,proto3" json:"values,omitempty"` // Enum set of values
CorrToTarget float64 `protobuf:"fixed64,47,opt,name=corrToTarget,proto3" json:"corrToTarget,omitempty"`
// contains filtered or unexported fields
}
func (*ColumnProfile) Descriptor
deprecated
func (*ColumnProfile) Descriptor() ([]byte, []int)
Deprecated: Use ColumnProfile.ProtoReflect.Descriptor instead.
func (*ColumnProfile) GetCompleteness ¶
func (x *ColumnProfile) GetCompleteness() float64
func (*ColumnProfile) GetConstant ¶
func (x *ColumnProfile) GetConstant() bool
func (*ColumnProfile) GetCorrToTarget ¶ added in v0.4.417
func (x *ColumnProfile) GetCorrToTarget() float64
func (*ColumnProfile) GetCount ¶
func (x *ColumnProfile) GetCount() int32
func (*ColumnProfile) GetCv ¶
func (x *ColumnProfile) GetCv() float64
func (*ColumnProfile) GetDistinct ¶
func (x *ColumnProfile) GetDistinct() int32
func (*ColumnProfile) GetDistinctValueCount ¶
func (x *ColumnProfile) GetDistinctValueCount() float64
func (*ColumnProfile) GetDuplicate ¶
func (x *ColumnProfile) GetDuplicate() bool
func (*ColumnProfile) GetFreq ¶
func (x *ColumnProfile) GetFreq() int32
func (*ColumnProfile) GetHighCardinality ¶
func (x *ColumnProfile) GetHighCardinality() bool
func (*ColumnProfile) GetHighCorrWithOtherFeatures ¶
func (x *ColumnProfile) GetHighCorrWithOtherFeatures() bool
func (*ColumnProfile) GetHighMissingPct ¶
func (x *ColumnProfile) GetHighMissingPct() bool
func (*ColumnProfile) GetHistogram ¶
func (x *ColumnProfile) GetHistogram() *Histogram
func (*ColumnProfile) GetId ¶
func (x *ColumnProfile) GetId() bool
func (*ColumnProfile) GetIgnore ¶
func (x *ColumnProfile) GetIgnore() bool
func (*ColumnProfile) GetImportance ¶
func (x *ColumnProfile) GetImportance() float64
func (*ColumnProfile) GetIndexOfPeculiarity ¶
func (x *ColumnProfile) GetIndexOfPeculiarity() float64
func (*ColumnProfile) GetInvalid ¶
func (x *ColumnProfile) GetInvalid() int32
func (*ColumnProfile) GetIqr ¶
func (x *ColumnProfile) GetIqr() float64
func (*ColumnProfile) GetKurtosis ¶
func (x *ColumnProfile) GetKurtosis() float64
func (*ColumnProfile) GetLowCorrWithTarget ¶
func (x *ColumnProfile) GetLowCorrWithTarget() bool
func (*ColumnProfile) GetMad ¶
func (x *ColumnProfile) GetMad() float64
func (*ColumnProfile) GetMax ¶
func (x *ColumnProfile) GetMax() float64
func (*ColumnProfile) GetMean ¶
func (x *ColumnProfile) GetMean() float64
func (*ColumnProfile) GetMin ¶
func (x *ColumnProfile) GetMin() float64
func (*ColumnProfile) GetMissing ¶
func (x *ColumnProfile) GetMissing() int32
func (*ColumnProfile) GetMode ¶
func (x *ColumnProfile) GetMode() string
func (*ColumnProfile) GetMostFreqValuesRatio ¶
func (x *ColumnProfile) GetMostFreqValuesRatio() float64
func (*ColumnProfile) GetName ¶
func (x *ColumnProfile) GetName() string
func (*ColumnProfile) GetNullable ¶
func (x *ColumnProfile) GetNullable() bool
func (*ColumnProfile) GetOutliers ¶
func (x *ColumnProfile) GetOutliers() int32
func (*ColumnProfile) GetP25 ¶
func (x *ColumnProfile) GetP25() float64
func (*ColumnProfile) GetP50 ¶
func (x *ColumnProfile) GetP50() float64
func (*ColumnProfile) GetP75 ¶
func (x *ColumnProfile) GetP75() float64
func (*ColumnProfile) GetP100 ¶
func (x *ColumnProfile) GetP100() float64
func (*ColumnProfile) GetPercentMissing ¶
func (x *ColumnProfile) GetPercentMissing() float32
func (*ColumnProfile) GetReserved ¶
func (x *ColumnProfile) GetReserved() bool
func (*ColumnProfile) GetSkewed ¶
func (x *ColumnProfile) GetSkewed() bool
func (*ColumnProfile) GetSkewness ¶
func (x *ColumnProfile) GetSkewness() float64
func (*ColumnProfile) GetStddev ¶
func (x *ColumnProfile) GetStddev() float64
func (*ColumnProfile) GetSum ¶
func (x *ColumnProfile) GetSum() float64
func (*ColumnProfile) GetTarget ¶
func (x *ColumnProfile) GetTarget() bool
func (*ColumnProfile) GetTop ¶
func (x *ColumnProfile) GetTop() int32
func (*ColumnProfile) GetType ¶
func (x *ColumnProfile) GetType() string
func (*ColumnProfile) GetValues ¶
func (x *ColumnProfile) GetValues() []string
func (*ColumnProfile) GetVariance ¶
func (x *ColumnProfile) GetVariance() float64
func (*ColumnProfile) GetZeros ¶
func (x *ColumnProfile) GetZeros() float64
func (*ColumnProfile) ProtoMessage ¶
func (*ColumnProfile) ProtoMessage()
func (*ColumnProfile) ProtoReflect ¶
func (x *ColumnProfile) ProtoReflect() protoreflect.Message
func (*ColumnProfile) Reset ¶
func (x *ColumnProfile) Reset()
func (*ColumnProfile) String ¶
func (x *ColumnProfile) String() string
type DatasetProfile ¶
type DatasetProfile struct {
Cols int32 `protobuf:"varint,1,opt,name=cols,proto3" json:"cols,omitempty"`
Rows int32 `protobuf:"varint,2,opt,name=rows,proto3" json:"rows,omitempty"`
Filesize int32 `protobuf:"varint,3,opt,name=filesize,proto3" json:"filesize,omitempty"`
// return true if this dataset is imbalance.
Imbalance bool `protobuf:"varint,4,opt,name=imbalance,proto3" json:"imbalance,omitempty"`
Plots []*Plot `protobuf:"bytes,5,rep,name=plots,proto3" json:"plots,omitempty"`
Columns []*ColumnProfile `protobuf:"bytes,6,rep,name=columns,proto3" json:"columns,omitempty"`
Table *TableView `protobuf:"bytes,7,opt,name=table,proto3" json:"table,omitempty"`
Hash string `protobuf:"bytes,8,opt,name=hash,proto3" json:"hash,omitempty"` // signature of the dataset profile.
// contains filtered or unexported fields
}
func (*DatasetProfile) Descriptor
deprecated
func (*DatasetProfile) Descriptor() ([]byte, []int)
Deprecated: Use DatasetProfile.ProtoReflect.Descriptor instead.
func (*DatasetProfile) GetCols ¶
func (x *DatasetProfile) GetCols() int32
func (*DatasetProfile) GetColumns ¶
func (x *DatasetProfile) GetColumns() []*ColumnProfile
func (*DatasetProfile) GetFilesize ¶
func (x *DatasetProfile) GetFilesize() int32
func (*DatasetProfile) GetHash ¶
func (x *DatasetProfile) GetHash() string
func (*DatasetProfile) GetImbalance ¶
func (x *DatasetProfile) GetImbalance() bool
func (*DatasetProfile) GetPlots ¶
func (x *DatasetProfile) GetPlots() []*Plot
func (*DatasetProfile) GetRows ¶
func (x *DatasetProfile) GetRows() int32
func (*DatasetProfile) GetTable ¶
func (x *DatasetProfile) GetTable() *TableView
func (*DatasetProfile) ProtoMessage ¶
func (*DatasetProfile) ProtoMessage()
func (*DatasetProfile) ProtoReflect ¶
func (x *DatasetProfile) ProtoReflect() protoreflect.Message
func (*DatasetProfile) Reset ¶
func (x *DatasetProfile) Reset()
func (*DatasetProfile) String ¶
func (x *DatasetProfile) String() string
type ForecastProfile ¶
type ForecastProfile struct {
Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"`
Plots []*Plot `protobuf:"bytes,2,rep,name=plots,proto3" json:"plots,omitempty"`
// contains filtered or unexported fields
}
/////////////////////////////////////////////////////////////////////// /// Forecast profile //////////////////////////////////////////////////////////////////////
func (*ForecastProfile) Descriptor
deprecated
func (*ForecastProfile) Descriptor() ([]byte, []int)
Deprecated: Use ForecastProfile.ProtoReflect.Descriptor instead.
func (*ForecastProfile) GetName ¶
func (x *ForecastProfile) GetName() string
func (*ForecastProfile) GetPlots ¶
func (x *ForecastProfile) GetPlots() []*Plot
func (*ForecastProfile) ProtoMessage ¶
func (*ForecastProfile) ProtoMessage()
func (*ForecastProfile) ProtoReflect ¶
func (x *ForecastProfile) ProtoReflect() protoreflect.Message
func (*ForecastProfile) Reset ¶
func (x *ForecastProfile) Reset()
func (*ForecastProfile) String ¶
func (x *ForecastProfile) String() string
type Histogram ¶
type Histogram struct {
Values []float64 `protobuf:"fixed64,1,rep,packed,name=values,proto3" json:"values,omitempty"`
Bins []float64 `protobuf:"fixed64,2,rep,packed,name=bins,proto3" json:"bins,omitempty"`
Categories []string `protobuf:"bytes,3,rep,name=categories,proto3" json:"categories,omitempty"` // for categorical variables those are the cateogries.
// contains filtered or unexported fields
}
func (*Histogram) Descriptor
deprecated
func (*Histogram) GetCategories ¶ added in v0.4.414
func (*Histogram) ProtoMessage ¶
func (*Histogram) ProtoMessage()
func (*Histogram) ProtoReflect ¶
func (x *Histogram) ProtoReflect() protoreflect.Message
type ModelProfile ¶
type ModelProfile struct {
Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"`
Plots []*Plot `protobuf:"bytes,2,rep,name=plots,proto3" json:"plots,omitempty"`
Importance map[string]float32 `` // hold the feature importance
/* 163-byte string literal not displayed */
Rocauc *ROCCurve `protobuf:"bytes,4,opt,name=rocauc,proto3" json:"rocauc,omitempty"` // roc auc curve
Pr *PrecisionRecallCurve `protobuf:"bytes,5,opt,name=pr,proto3" json:"pr,omitempty"` // precision recall cureve
MulticlassRocAuc []*ROCCurve `protobuf:"bytes,6,rep,name=multiclassRocAuc,proto3" json:"multiclassRocAuc,omitempty"` // multi class roc curve
MulticlassPR []*PrecisionRecallCurve `protobuf:"bytes,7,rep,name=multiclassPR,proto3" json:"multiclassPR,omitempty"` // multi class pr curve
// contains filtered or unexported fields
}
/////////////////////////////////////////////////////////////////////// /// Model profile //////////////////////////////////////////////////////////////////////
func (*ModelProfile) Descriptor
deprecated
func (*ModelProfile) Descriptor() ([]byte, []int)
Deprecated: Use ModelProfile.ProtoReflect.Descriptor instead.
func (*ModelProfile) GetImportance ¶
func (x *ModelProfile) GetImportance() map[string]float32
func (*ModelProfile) GetMulticlassPR ¶ added in v0.4.446
func (x *ModelProfile) GetMulticlassPR() []*PrecisionRecallCurve
func (*ModelProfile) GetMulticlassRocAuc ¶ added in v0.4.446
func (x *ModelProfile) GetMulticlassRocAuc() []*ROCCurve
func (*ModelProfile) GetName ¶
func (x *ModelProfile) GetName() string
func (*ModelProfile) GetPlots ¶
func (x *ModelProfile) GetPlots() []*Plot
func (*ModelProfile) GetPr ¶ added in v0.4.430
func (x *ModelProfile) GetPr() *PrecisionRecallCurve
func (*ModelProfile) GetRocauc ¶ added in v0.4.427
func (x *ModelProfile) GetRocauc() *ROCCurve
func (*ModelProfile) ProtoMessage ¶
func (*ModelProfile) ProtoMessage()
func (*ModelProfile) ProtoReflect ¶
func (x *ModelProfile) ProtoReflect() protoreflect.Message
func (*ModelProfile) Reset ¶
func (x *ModelProfile) Reset()
func (*ModelProfile) String ¶
func (x *ModelProfile) String() string
type NamespaceInfo ¶
type NamespaceInfo struct {
Type NamespaceInfo_NamespaceType `` /* 144-byte string literal not displayed */
Name string `protobuf:"bytes,2,opt,name=Name,proto3" json:"Name,omitempty"`
Accounts int32 `protobuf:"varint,3,opt,name=accounts,proto3" json:"accounts,omitempty"`
Buckets int32 `protobuf:"varint,4,opt,name=buckets,proto3" json:"buckets,omitempty"`
Labs int32 `protobuf:"varint,5,opt,name=labs,proto3" json:"labs,omitempty"`
Servingsites int32 `protobuf:"varint,6,opt,name=servingsites,proto3" json:"servingsites,omitempty"`
Datasets int32 `protobuf:"varint,7,opt,name=datasets,proto3" json:"datasets,omitempty"`
Datasources int32 `protobuf:"varint,8,opt,name=datasources,proto3" json:"datasources,omitempty"`
Studies int32 `protobuf:"varint,9,opt,name=studies,proto3" json:"studies,omitempty"`
Models int32 `protobuf:"varint,10,opt,name=models,proto3" json:"models,omitempty"`
// contains filtered or unexported fields
}
func (*NamespaceInfo) Descriptor
deprecated
func (*NamespaceInfo) Descriptor() ([]byte, []int)
Deprecated: Use NamespaceInfo.ProtoReflect.Descriptor instead.
func (*NamespaceInfo) GetAccounts ¶
func (x *NamespaceInfo) GetAccounts() int32
func (*NamespaceInfo) GetBuckets ¶
func (x *NamespaceInfo) GetBuckets() int32
func (*NamespaceInfo) GetDatasets ¶
func (x *NamespaceInfo) GetDatasets() int32
func (*NamespaceInfo) GetDatasources ¶
func (x *NamespaceInfo) GetDatasources() int32
func (*NamespaceInfo) GetLabs ¶
func (x *NamespaceInfo) GetLabs() int32
func (*NamespaceInfo) GetModels ¶
func (x *NamespaceInfo) GetModels() int32
func (*NamespaceInfo) GetName ¶
func (x *NamespaceInfo) GetName() string
func (*NamespaceInfo) GetServingsites ¶
func (x *NamespaceInfo) GetServingsites() int32
func (*NamespaceInfo) GetStudies ¶
func (x *NamespaceInfo) GetStudies() int32
func (*NamespaceInfo) GetType ¶
func (x *NamespaceInfo) GetType() NamespaceInfo_NamespaceType
func (*NamespaceInfo) ProtoMessage ¶
func (*NamespaceInfo) ProtoMessage()
func (*NamespaceInfo) ProtoReflect ¶
func (x *NamespaceInfo) ProtoReflect() protoreflect.Message
func (*NamespaceInfo) Reset ¶
func (x *NamespaceInfo) Reset()
func (*NamespaceInfo) String ¶
func (x *NamespaceInfo) String() string
type NamespaceInfo_NamespaceType ¶
type NamespaceInfo_NamespaceType int32
const ( NamespaceInfo_TENANT NamespaceInfo_NamespaceType = 0 NamespaceInfo_DATAPRODUCT NamespaceInfo_NamespaceType = 1 NamespaceInfo_LAB NamespaceInfo_NamespaceType = 2 NamespaceInfo_SERVINGSITE NamespaceInfo_NamespaceType = 3 NamespaceInfo_MODELASYSTEM NamespaceInfo_NamespaceType = 4 NamespaceInfo_MODELACATALOG NamespaceInfo_NamespaceType = 5 )
func (NamespaceInfo_NamespaceType) Descriptor ¶
func (NamespaceInfo_NamespaceType) Descriptor() protoreflect.EnumDescriptor
func (NamespaceInfo_NamespaceType) Enum ¶
func (x NamespaceInfo_NamespaceType) Enum() *NamespaceInfo_NamespaceType
func (NamespaceInfo_NamespaceType) EnumDescriptor
deprecated
func (NamespaceInfo_NamespaceType) EnumDescriptor() ([]byte, []int)
Deprecated: Use NamespaceInfo_NamespaceType.Descriptor instead.
func (NamespaceInfo_NamespaceType) Number ¶
func (x NamespaceInfo_NamespaceType) Number() protoreflect.EnumNumber
func (NamespaceInfo_NamespaceType) String ¶
func (x NamespaceInfo_NamespaceType) String() string
func (NamespaceInfo_NamespaceType) Type ¶
func (NamespaceInfo_NamespaceType) Type() protoreflect.EnumType
type Plot ¶
type Plot struct {
Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"`
// The visualization title
Title string `protobuf:"bytes,2,opt,name=title,proto3" json:"title,omitempty"`
// image as bin
Img []byte `protobuf:"bytes,3,opt,name=img,proto3" json:"img,omitempty"`
// image file name
Fname string `protobuf:"bytes,4,opt,name=fname,proto3" json:"fname,omitempty"`
// The url in the bucket
Url string `protobuf:"bytes,5,opt,name=url,proto3" json:"url,omitempty"`
// contains filtered or unexported fields
}
func (*Plot) Descriptor
deprecated
func (*Plot) ProtoMessage ¶
func (*Plot) ProtoMessage()
func (*Plot) ProtoReflect ¶
func (x *Plot) ProtoReflect() protoreflect.Message
type PrecisionRecallCurve ¶ added in v0.4.430
type PrecisionRecallCurve struct {
Precision []float64 `protobuf:"fixed64,1,rep,packed,name=precision,proto3" json:"precision,omitempty"`
Recall []float64 `protobuf:"fixed64,2,rep,packed,name=recall,proto3" json:"recall,omitempty"`
Thresholds []float64 `protobuf:"fixed64,3,rep,packed,name=thresholds,proto3" json:"thresholds,omitempty"`
// contains filtered or unexported fields
}
func (*PrecisionRecallCurve) Descriptor
deprecated
added in
v0.4.430
func (*PrecisionRecallCurve) Descriptor() ([]byte, []int)
Deprecated: Use PrecisionRecallCurve.ProtoReflect.Descriptor instead.
func (*PrecisionRecallCurve) GetPrecision ¶ added in v0.4.430
func (x *PrecisionRecallCurve) GetPrecision() []float64
func (*PrecisionRecallCurve) GetRecall ¶ added in v0.4.430
func (x *PrecisionRecallCurve) GetRecall() []float64
func (*PrecisionRecallCurve) GetThresholds ¶ added in v0.4.457
func (x *PrecisionRecallCurve) GetThresholds() []float64
func (*PrecisionRecallCurve) ProtoMessage ¶ added in v0.4.430
func (*PrecisionRecallCurve) ProtoMessage()
func (*PrecisionRecallCurve) ProtoReflect ¶ added in v0.4.430
func (x *PrecisionRecallCurve) ProtoReflect() protoreflect.Message
func (*PrecisionRecallCurve) Reset ¶ added in v0.4.430
func (x *PrecisionRecallCurve) Reset()
func (*PrecisionRecallCurve) String ¶ added in v0.4.430
func (x *PrecisionRecallCurve) String() string
type ROCCurve ¶ added in v0.4.430
type ROCCurve struct {
Fpr []float64 `protobuf:"fixed64,1,rep,packed,name=fpr,proto3" json:"fpr,omitempty"`
Tpr []float64 `protobuf:"fixed64,2,rep,packed,name=tpr,proto3" json:"tpr,omitempty"`
Thresholds []float64 `protobuf:"fixed64,3,rep,packed,name=thresholds,proto3" json:"thresholds,omitempty"`
// contains filtered or unexported fields
}
func (*ROCCurve) Descriptor
deprecated
added in
v0.4.430
func (*ROCCurve) GetThresholds ¶ added in v0.4.457
func (*ROCCurve) ProtoMessage ¶ added in v0.4.430
func (*ROCCurve) ProtoMessage()
func (*ROCCurve) ProtoReflect ¶ added in v0.4.430
func (x *ROCCurve) ProtoReflect() protoreflect.Message
type StudyProfile ¶
type StudyProfile struct {
Plots []*Plot `protobuf:"bytes,1,rep,name=plots,proto3" json:"plots,omitempty"`
Models []*ModelProfile `protobuf:"bytes,2,rep,name=models,proto3" json:"models,omitempty"`
TrainingHash string `protobuf:"bytes,3,opt,name=trainingHash,proto3" json:"trainingHash,omitempty"`
TestingHash string `protobuf:"bytes,4,opt,name=testingHash,proto3" json:"testingHash,omitempty"`
ValidationHash string `protobuf:"bytes,5,opt,name=validationHash,proto3" json:"validationHash,omitempty"`
// contains filtered or unexported fields
}
/////////////////////////////////////////////////////////////////////// /// Study profile //////////////////////////////////////////////////////////////////////
func (*StudyProfile) Descriptor
deprecated
func (*StudyProfile) Descriptor() ([]byte, []int)
Deprecated: Use StudyProfile.ProtoReflect.Descriptor instead.
func (*StudyProfile) GetModels ¶
func (x *StudyProfile) GetModels() []*ModelProfile
func (*StudyProfile) GetPlots ¶
func (x *StudyProfile) GetPlots() []*Plot
func (*StudyProfile) GetTestingHash ¶
func (x *StudyProfile) GetTestingHash() string
func (*StudyProfile) GetTrainingHash ¶
func (x *StudyProfile) GetTrainingHash() string
func (*StudyProfile) GetValidationHash ¶
func (x *StudyProfile) GetValidationHash() string
func (*StudyProfile) ProtoMessage ¶
func (*StudyProfile) ProtoMessage()
func (*StudyProfile) ProtoReflect ¶
func (x *StudyProfile) ProtoReflect() protoreflect.Message
func (*StudyProfile) Reset ¶
func (x *StudyProfile) Reset()
func (*StudyProfile) String ¶
func (x *StudyProfile) String() string
type TableView ¶
type TableView struct {
Cols []string `protobuf:"bytes,1,rep,name=cols,proto3" json:"cols,omitempty"`
Rows []*TableViewRow `protobuf:"bytes,2,rep,name=rows,proto3" json:"rows,omitempty"`
Profiles []*ColumnProfile `protobuf:"bytes,3,rep,name=profiles,proto3" json:"profiles,omitempty"`
// contains filtered or unexported fields
}
func (*TableView) Descriptor
deprecated
func (*TableView) GetProfiles ¶
func (x *TableView) GetProfiles() []*ColumnProfile
func (*TableView) GetRows ¶
func (x *TableView) GetRows() []*TableViewRow
func (*TableView) ProtoMessage ¶
func (*TableView) ProtoMessage()
func (*TableView) ProtoReflect ¶
func (x *TableView) ProtoReflect() protoreflect.Message
type TableViewRow ¶
type TableViewRow struct {
Values []string `protobuf:"bytes,1,rep,name=values,proto3" json:"values,omitempty"`
// contains filtered or unexported fields
}
func (*TableViewRow) Descriptor
deprecated
func (*TableViewRow) Descriptor() ([]byte, []int)
Deprecated: Use TableViewRow.ProtoReflect.Descriptor instead.
func (*TableViewRow) GetValues ¶
func (x *TableViewRow) GetValues() []string
func (*TableViewRow) ProtoMessage ¶
func (*TableViewRow) ProtoMessage()
func (*TableViewRow) ProtoReflect ¶
func (x *TableViewRow) ProtoReflect() protoreflect.Message
func (*TableViewRow) Reset ¶
func (x *TableViewRow) Reset()
func (*TableViewRow) String ¶
func (x *TableViewRow) String() string