v1

type ADF struct {
	Adf     float32            `protobuf:"fixed32,1,opt,name=adf,proto3" json:"adf,omitempty"`
	Pvalue  float32            `protobuf:"fixed32,2,opt,name=pvalue,proto3" json:"pvalue,omitempty"`
	Usedlag int32              `protobuf:"varint,3,opt,name=usedlag,proto3" json:"usedlag,omitempty"`
	Nobs    int32              `protobuf:"varint,4,opt,name=nobs,proto3" json:"nobs,omitempty"`
	Crit    map[string]float32 `` /* 151-byte string literal not displayed */
	// contains filtered or unexported fields
}

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"`
	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   []*v1alpha1.FeatureStatistics `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.
	Groups    *TableView                    `protobuf:"bytes,10,opt,name=groups,proto3" json:"groups,omitempty"` // return the list of group datasets in this dataset profile. only for datasets of type group forecast
	Ts        *TimeSeriesProfile            `protobuf:"bytes,11,opt,name=ts,proto3" json:"ts,omitempty"`         // if the dataset is a group dataset series, this is one profile of a single time series.
	// contains filtered or unexported fields
}

type DurbinWatson struct {
	Dw float32 `protobuf:"fixed32,1,opt,name=dw,proto3" json:"dw,omitempty"`
	// contains filtered or unexported fields
}

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
}

type ForecastingAlgProfile struct {
	Algorithm    string     `protobuf:"bytes,1,opt,name=algorithm,proto3" json:"algorithm,omitempty"`
	Series       *TableView `protobuf:"bytes,2,opt,name=series,proto3" json:"series,omitempty"`
	TimeStat     *TimeStat  `protobuf:"bytes,3,opt,name=timeStat,proto3" json:"timeStat,omitempty"`   // statistics about the time column
	ValueStat    *TableView `protobuf:"bytes,4,opt,name=valueStat,proto3" json:"valueStat,omitempty"` // statistics about the value column
	Cv           *TableView `protobuf:"bytes,5,opt,name=cv,proto3" json:"cv,omitempty"`               // cross validation result
	Forecast     *TableView `protobuf:"bytes,6,opt,name=forecast,proto3" json:"forecast,omitempty"`
	Metrics      *TableView `protobuf:"bytes,7,opt,name=metrics,proto3" json:"metrics,omitempty"`
	ChangePoints *TableView `protobuf:"bytes,8,opt,name=changePoints,proto3" json:"changePoints,omitempty"`
	Plots        []*Plot    `protobuf:"bytes,10,rep,name=plots,proto3" json:"plots,omitempty"` // plots for this time series.
	// contains filtered or unexported fields
}

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"`
	// contains filtered or unexported fields
}

type KPSS struct {
	KpssStat float32            `protobuf:"fixed32,1,opt,name=kpss_stat,json=kpssStat,proto3" json:"kpss_stat,omitempty"`
	Pvalue   float32            `protobuf:"fixed32,2,opt,name=pvalue,proto3" json:"pvalue,omitempty"`
	Lags     float32            `protobuf:"fixed32,3,opt,name=lags,proto3" json:"lags,omitempty"`
	Crit     map[string]float32 `` /* 151-byte string literal not displayed */
	// contains filtered or unexported fields
}

type MannKendall struct {
	Trend     string  `protobuf:"bytes,1,opt,name=trend,proto3" json:"trend,omitempty"`
	H         float32 `protobuf:"fixed32,2,opt,name=h,proto3" json:"h,omitempty"`
	P         float32 `protobuf:"fixed32,3,opt,name=p,proto3" json:"p,omitempty"`
	Z         float32 `protobuf:"fixed32,4,opt,name=z,proto3" json:"z,omitempty"`
	Tau       float32 `protobuf:"fixed32,5,opt,name=tau,proto3" json:"tau,omitempty"`
	S         float32 `protobuf:"fixed32,6,opt,name=s,proto3" json:"s,omitempty"`
	VarS      float32 `protobuf:"fixed32,7,opt,name=var_s,json=varS,proto3" json:"var_s,omitempty"`
	Slope     float32 `protobuf:"fixed32,8,opt,name=slope,proto3" json:"slope,omitempty"`
	Intercept float32 `protobuf:"fixed32,9,opt,name=intercept,proto3" json:"intercept,omitempty"`
	// contains filtered or unexported fields
}

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. only relevant for classification
	/* 163-byte string literal not displayed */
	Rocauc           *ROCCurve                `protobuf:"bytes,4,opt,name=rocauc,proto3" json:"rocauc,omitempty"`                     // roc auc curve . only relevant for classification
	Pr               *PrecisionRecallCurve    `protobuf:"bytes,5,opt,name=pr,proto3" json:"pr,omitempty"`                             // precision recall curve. only relevant for classification
	MulticlassRocAuc []*ROCCurve              `protobuf:"bytes,6,rep,name=multiclassRocAuc,proto3" json:"multiclassRocAuc,omitempty"` // multi class roc curve.  only relevant for classification
	MulticlassPR     []*PrecisionRecallCurve  `protobuf:"bytes,7,rep,name=multiclassPR,proto3" json:"multiclassPR,omitempty"`         // multi class pr curve /. only relevant for classification
	Algs             []*ForecastingAlgProfile `protobuf:"bytes,8,rep,name=algs,proto3" json:"algs,omitempty"`                         // for group profile, we have this information about each algorithm
	Features         *TableView               `protobuf:"bytes,10,opt,name=features,proto3" json:"features,omitempty"`                // those are the tsfresh features computed over the group or the time series.
	Groups           *TableView               `protobuf:"bytes,11,opt,name=groups,proto3" json:"groups,omitempty"`                    // in cast of group forecast those are the groups table view
	// contains filtered or unexported fields
}

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
}

type NamespaceInfo_NamespaceType int32

type Plot struct {

	// The name of the visualization
	Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"`
	// The title of the visualization
	Title string `protobuf:"bytes,2,opt,name=title,proto3" json:"title,omitempty"`
	// The binary image data
	Img []byte `protobuf:"bytes,3,opt,name=img,proto3" json:"img,omitempty"`
	// The image file name
	Fname string `protobuf:"bytes,4,opt,name=fname,proto3" json:"fname,omitempty"`
	Url   string `protobuf:"bytes,5,opt,name=url,proto3" json:"url,omitempty"`
	// contains filtered or unexported fields
}

type PrecisionRecallCurve struct {
	Classname  string    `protobuf:"bytes,1,opt,name=classname,proto3" json:"classname,omitempty"`
	Classid    int32     `protobuf:"varint,2,opt,name=classid,proto3" json:"classid,omitempty"`
	Precision  []float64 `protobuf:"fixed64,3,rep,packed,name=precision,proto3" json:"precision,omitempty"`
	Recall     []float64 `protobuf:"fixed64,4,rep,packed,name=recall,proto3" json:"recall,omitempty"`
	Thresholds []float64 `protobuf:"fixed64,5,rep,packed,name=thresholds,proto3" json:"thresholds,omitempty"`
	// contains filtered or unexported fields
}

type ROCCurve struct {
	Classname  string    `protobuf:"bytes,1,opt,name=classname,proto3" json:"classname,omitempty"`
	Classid    int32     `protobuf:"varint,2,opt,name=classid,proto3" json:"classid,omitempty"`
	Fpr        []float64 `protobuf:"fixed64,3,rep,packed,name=fpr,proto3" json:"fpr,omitempty"`
	Tpr        []float64 `protobuf:"fixed64,4,rep,packed,name=tpr,proto3" json:"tpr,omitempty"`
	Thresholds []float64 `protobuf:"fixed64,5,rep,packed,name=thresholds,proto3" json:"thresholds,omitempty"`
	// contains filtered or unexported fields
}

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
}

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 []*v1alpha1.FeatureStatistics `protobuf:"bytes,3,rep,name=profiles,proto3" json:"profiles,omitempty"`
	// contains filtered or unexported fields
}

type TableViewRow struct {
	Values []string `protobuf:"bytes,1,rep,name=values,proto3" json:"values,omitempty"`
	// contains filtered or unexported fields
}

type TimeSeriesProfile struct {
	Kpss         *KPSS              `protobuf:"bytes,1,opt,name=kpss,proto3" json:"kpss,omitempty"`
	Adf          *ADF               `protobuf:"bytes,2,opt,name=adf,proto3" json:"adf,omitempty"`
	Zivot        *ZivotAndrew       `protobuf:"bytes,3,opt,name=zivot,proto3" json:"zivot,omitempty"`
	Kendall      *MannKendall       `protobuf:"bytes,4,opt,name=kendall,proto3" json:"kendall,omitempty"`
	Dw           *DurbinWatson      `protobuf:"bytes,5,opt,name=dw,proto3" json:"dw,omitempty"`
	Key          string             `protobuf:"bytes,6,opt,name=key,proto3" json:"key,omitempty"`
	Series       *TableView         `protobuf:"bytes,7,opt,name=series,proto3" json:"series,omitempty"`             // the series itself
	ValueStat    *TableView         `protobuf:"bytes,8,opt,name=valueStat,proto3" json:"valueStat,omitempty"`       // stat about the value column
	FeaturesView *TableView         `protobuf:"bytes,9,opt,name=featuresView,proto3" json:"featuresView,omitempty"` // stat about the value column
	Features     map[string]float32 ``                                                                              // return the list of features per group. only for datasets of type group forecast
	/* 160-byte string literal not displayed */
	// contains filtered or unexported fields
}

type TimeStat struct {
	Gaps               *TableView           `protobuf:"bytes,1,opt,name=gaps,proto3" json:"gaps,omitempty"`
	AddedTimepoints    int32                `protobuf:"varint,2,opt,name=added_timepoints,json=addedTimepoints,proto3" json:"added_timepoints,omitempty"`
	DroppedTimepoints  int32                `protobuf:"varint,3,opt,name=dropped_timepoints,json=droppedTimepoints,proto3" json:"dropped_timepoints,omitempty"`
	DataPoints         int32                `protobuf:"varint,4,opt,name=data_points,json=dataPoints,proto3" json:"data_points,omitempty"`
	MeanIncrementsSecs float32              `protobuf:"fixed32,5,opt,name=mean_increments_secs,json=meanIncrementsSecs,proto3" json:"mean_increments_secs,omitempty"`
	MinTimestamp       *timestamp.Timestamp `protobuf:"bytes,6,opt,name=min_timestamp,json=minTimestamp,proto3" json:"min_timestamp,omitempty"`
	MaxTimestamp       *timestamp.Timestamp `protobuf:"bytes,7,opt,name=max_timestamp,json=maxTimestamp,proto3" json:"max_timestamp,omitempty"`
	// contains filtered or unexported fields
}

type ZivotAndrew struct {
	Zastat  float32            `protobuf:"fixed32,1,opt,name=zastat,proto3" json:"zastat,omitempty"`
	Pvalue  float32            `protobuf:"fixed32,2,opt,name=pvalue,proto3" json:"pvalue,omitempty"`
	Crit    map[string]float32 `` /* 151-byte string literal not displayed */
	Baselag int32              `protobuf:"varint,4,opt,name=baselag,proto3" json:"baselag,omitempty"`
	Bpidx   int32              `protobuf:"varint,5,opt,name=bpidx,proto3" json:"bpidx,omitempty"`
	// contains filtered or unexported fields
}