Documentation

Index

Constants

View Source
const (
	Default_DistributionConstraints_MinDomainMass = float64(1)
)

    Default values for DistributionConstraints fields.

    Variables

    View Source
    var (
    	LifecycleStage_name = map[int32]string{
    		0: "UNKNOWN_STAGE",
    		1: "PLANNED",
    		2: "ALPHA",
    		3: "BETA",
    		4: "PRODUCTION",
    		5: "DEPRECATED",
    		6: "DEBUG_ONLY",
    	}
    	LifecycleStage_value = map[string]int32{
    		"UNKNOWN_STAGE": 0,
    		"PLANNED":       1,
    		"ALPHA":         2,
    		"BETA":          3,
    		"PRODUCTION":    4,
    		"DEPRECATED":    5,
    		"DEBUG_ONLY":    6,
    	}
    )

      Enum value maps for LifecycleStage.

      View Source
      var (
      	FeatureType_name = map[int32]string{
      		0: "TYPE_UNKNOWN",
      		1: "BYTES",
      		2: "INT",
      		3: "FLOAT",
      		4: "STRUCT",
      	}
      	FeatureType_value = map[string]int32{
      		"TYPE_UNKNOWN": 0,
      		"BYTES":        1,
      		"INT":          2,
      		"FLOAT":        3,
      		"STRUCT":       4,
      	}
      )

        Enum value maps for FeatureType.

        View Source
        var (
        	TimeDomain_IntegerTimeFormat_name = map[int32]string{
        		0: "FORMAT_UNKNOWN",
        		5: "UNIX_DAYS",
        		1: "UNIX_SECONDS",
        		2: "UNIX_MILLISECONDS",
        		3: "UNIX_MICROSECONDS",
        		4: "UNIX_NANOSECONDS",
        	}
        	TimeDomain_IntegerTimeFormat_value = map[string]int32{
        		"FORMAT_UNKNOWN":    0,
        		"UNIX_DAYS":         5,
        		"UNIX_SECONDS":      1,
        		"UNIX_MILLISECONDS": 2,
        		"UNIX_MICROSECONDS": 3,
        		"UNIX_NANOSECONDS":  4,
        	}
        )

          Enum value maps for TimeDomain_IntegerTimeFormat.

          View Source
          var (
          	TimeOfDayDomain_IntegerTimeOfDayFormat_name = map[int32]string{
          		0: "FORMAT_UNKNOWN",
          		1: "PACKED_64_NANOS",
          	}
          	TimeOfDayDomain_IntegerTimeOfDayFormat_value = map[string]int32{
          		"FORMAT_UNKNOWN":  0,
          		"PACKED_64_NANOS": 1,
          	}
          )

            Enum value maps for TimeOfDayDomain_IntegerTimeOfDayFormat.

            View Source
            var (
            	FeatureNameStatistics_Type_name = map[int32]string{
            		0: "INT",
            		1: "FLOAT",
            		2: "STRING",
            		3: "BYTES",
            		4: "STRUCT",
            	}
            	FeatureNameStatistics_Type_value = map[string]int32{
            		"INT":    0,
            		"FLOAT":  1,
            		"STRING": 2,
            		"BYTES":  3,
            		"STRUCT": 4,
            	}
            )

              Enum value maps for FeatureNameStatistics_Type.

              View Source
              var (
              	Histogram_HistogramType_name = map[int32]string{
              		0: "STANDARD",
              		1: "QUANTILES",
              	}
              	Histogram_HistogramType_value = map[string]int32{
              		"STANDARD":  0,
              		"QUANTILES": 1,
              	}
              )

                Enum value maps for Histogram_HistogramType.

                View Source
                var File_tensorflow_metadata_proto_v0_path_proto protoreflect.FileDescriptor
                View Source
                var File_tensorflow_metadata_proto_v0_schema_proto protoreflect.FileDescriptor
                View Source
                var File_tensorflow_metadata_proto_v0_statistics_proto protoreflect.FileDescriptor

                Functions

                This section is empty.

                Types

                type Annotation

                type Annotation struct {
                
                	// Tags can be used to mark features. For example, tag on user_age feature can
                	// be `user_feature`, tag on user_country feature can be `location_feature`,
                	// `user_feature`.
                	Tag []string `protobuf:"bytes,1,rep,name=tag" json:"tag,omitempty"`
                	// Free-text comments. This can be used as a description of the feature,
                	// developer notes etc.
                	Comment []string `protobuf:"bytes,2,rep,name=comment" json:"comment,omitempty"`
                	// Application-specific metadata may be attached here.
                	ExtraMetadata []*any.Any `protobuf:"bytes,3,rep,name=extra_metadata,json=extraMetadata" json:"extra_metadata,omitempty"`
                	// contains filtered or unexported fields
                }

                  Additional information about the schema or about a feature.

                  func (*Annotation) Descriptor

                  func (*Annotation) Descriptor() ([]byte, []int)

                    Deprecated: Use Annotation.ProtoReflect.Descriptor instead.

                    func (*Annotation) GetComment

                    func (x *Annotation) GetComment() []string

                    func (*Annotation) GetExtraMetadata

                    func (x *Annotation) GetExtraMetadata() []*any.Any

                    func (*Annotation) GetTag

                    func (x *Annotation) GetTag() []string

                    func (*Annotation) ProtoMessage

                    func (*Annotation) ProtoMessage()

                    func (*Annotation) ProtoReflect

                    func (x *Annotation) ProtoReflect() protoreflect.Message

                    func (*Annotation) Reset

                    func (x *Annotation) Reset()

                    func (*Annotation) String

                    func (x *Annotation) String() string

                    type BoolDomain

                    type BoolDomain struct {
                    
                    	// Id of the domain. Required if the domain is defined at the schema level. If
                    	// so, then the name must be unique within the schema.
                    	Name *string `protobuf:"bytes,1,opt,name=name" json:"name,omitempty"`
                    	// Strings values for TRUE/FALSE.
                    	TrueValue  *string `protobuf:"bytes,2,opt,name=true_value,json=trueValue" json:"true_value,omitempty"`
                    	FalseValue *string `protobuf:"bytes,3,opt,name=false_value,json=falseValue" json:"false_value,omitempty"`
                    	// contains filtered or unexported fields
                    }

                      Encodes information about the domain of a boolean attribute that encodes its TRUE/FALSE values as strings, or 0=false, 1=true. Note that FeatureType could be either INT or BYTES.

                      func (*BoolDomain) Descriptor

                      func (*BoolDomain) Descriptor() ([]byte, []int)

                        Deprecated: Use BoolDomain.ProtoReflect.Descriptor instead.

                        func (*BoolDomain) GetFalseValue

                        func (x *BoolDomain) GetFalseValue() string

                        func (*BoolDomain) GetName

                        func (x *BoolDomain) GetName() string

                        func (*BoolDomain) GetTrueValue

                        func (x *BoolDomain) GetTrueValue() string

                        func (*BoolDomain) ProtoMessage

                        func (*BoolDomain) ProtoMessage()

                        func (*BoolDomain) ProtoReflect

                        func (x *BoolDomain) ProtoReflect() protoreflect.Message

                        func (*BoolDomain) Reset

                        func (x *BoolDomain) Reset()

                        func (*BoolDomain) String

                        func (x *BoolDomain) String() string

                        type BytesStatistics

                        type BytesStatistics struct {
                        	CommonStats *CommonStatistics `protobuf:"bytes,1,opt,name=common_stats,json=commonStats,proto3" json:"common_stats,omitempty"`
                        	// The number of unique values
                        	Unique uint64 `protobuf:"varint,2,opt,name=unique,proto3" json:"unique,omitempty"`
                        	// The average number of bytes in a value
                        	AvgNumBytes float32 `protobuf:"fixed32,3,opt,name=avg_num_bytes,json=avgNumBytes,proto3" json:"avg_num_bytes,omitempty"`
                        	// The minimum number of bytes in a value
                        	MinNumBytes float32 `protobuf:"fixed32,4,opt,name=min_num_bytes,json=minNumBytes,proto3" json:"min_num_bytes,omitempty"`
                        	// The maximum number of bytes in a value
                        	MaxNumBytes float32 `protobuf:"fixed32,5,opt,name=max_num_bytes,json=maxNumBytes,proto3" json:"max_num_bytes,omitempty"`
                        	// contains filtered or unexported fields
                        }

                          Statistics for a bytes feature in a dataset.

                          func (*BytesStatistics) Descriptor

                          func (*BytesStatistics) Descriptor() ([]byte, []int)

                            Deprecated: Use BytesStatistics.ProtoReflect.Descriptor instead.

                            func (*BytesStatistics) GetAvgNumBytes

                            func (x *BytesStatistics) GetAvgNumBytes() float32

                            func (*BytesStatistics) GetCommonStats

                            func (x *BytesStatistics) GetCommonStats() *CommonStatistics

                            func (*BytesStatistics) GetMaxNumBytes

                            func (x *BytesStatistics) GetMaxNumBytes() float32

                            func (*BytesStatistics) GetMinNumBytes

                            func (x *BytesStatistics) GetMinNumBytes() float32

                            func (*BytesStatistics) GetUnique

                            func (x *BytesStatistics) GetUnique() uint64

                            func (*BytesStatistics) ProtoMessage

                            func (*BytesStatistics) ProtoMessage()

                            func (*BytesStatistics) ProtoReflect

                            func (x *BytesStatistics) ProtoReflect() protoreflect.Message

                            func (*BytesStatistics) Reset

                            func (x *BytesStatistics) Reset()

                            func (*BytesStatistics) String

                            func (x *BytesStatistics) String() string

                            type CategoricalCrossStatistics

                            type CategoricalCrossStatistics struct {
                            	Lift *LiftStatistics `protobuf:"bytes,1,opt,name=lift,proto3" json:"lift,omitempty"`
                            	// contains filtered or unexported fields
                            }

                            func (*CategoricalCrossStatistics) Descriptor

                            func (*CategoricalCrossStatistics) Descriptor() ([]byte, []int)

                              Deprecated: Use CategoricalCrossStatistics.ProtoReflect.Descriptor instead.

                              func (*CategoricalCrossStatistics) GetLift

                              func (*CategoricalCrossStatistics) ProtoMessage

                              func (*CategoricalCrossStatistics) ProtoMessage()

                              func (*CategoricalCrossStatistics) ProtoReflect

                              func (*CategoricalCrossStatistics) Reset

                              func (x *CategoricalCrossStatistics) Reset()

                              func (*CategoricalCrossStatistics) String

                              func (x *CategoricalCrossStatistics) String() string

                              type CommonStatistics

                              type CommonStatistics struct {
                              
                              	// The number of examples with at least one value for this feature.
                              	NumNonMissing uint64 `protobuf:"varint,1,opt,name=num_non_missing,json=numNonMissing,proto3" json:"num_non_missing,omitempty"`
                              	// The number of examples with no values for this feature.
                              	NumMissing uint64 `protobuf:"varint,2,opt,name=num_missing,json=numMissing,proto3" json:"num_missing,omitempty"`
                              	// The minimum number of values in a single example for this feature.
                              	MinNumValues uint64 `protobuf:"varint,3,opt,name=min_num_values,json=minNumValues,proto3" json:"min_num_values,omitempty"`
                              	// The maximum number of values in a single example for this feature.
                              	MaxNumValues uint64 `protobuf:"varint,4,opt,name=max_num_values,json=maxNumValues,proto3" json:"max_num_values,omitempty"`
                              	// The average number of values in a single example for this feature.
                              	AvgNumValues float32 `protobuf:"fixed32,5,opt,name=avg_num_values,json=avgNumValues,proto3" json:"avg_num_values,omitempty"`
                              	// tot_num_values = avg_num_values * num_non_missing.
                              	// This is calculated directly, so should have less numerical error.
                              	TotNumValues uint64 `protobuf:"varint,8,opt,name=tot_num_values,json=totNumValues,proto3" json:"tot_num_values,omitempty"`
                              	// The quantiles histogram for the number of values in this feature.
                              	NumValuesHistogram  *Histogram                `protobuf:"bytes,6,opt,name=num_values_histogram,json=numValuesHistogram,proto3" json:"num_values_histogram,omitempty"`
                              	WeightedCommonStats *WeightedCommonStatistics `protobuf:"bytes,7,opt,name=weighted_common_stats,json=weightedCommonStats,proto3" json:"weighted_common_stats,omitempty"`
                              	// The histogram for the number of features in the feature list (only set if
                              	// this feature is a non-context feature from a tf.SequenceExample).
                              	// This is different from num_values_histogram, as num_values_histogram tracks
                              	// the count of all values for a feature in an example, whereas this tracks
                              	// the length of the feature list for this feature in an example (where each
                              	// feature list can contain multiple values).
                              	FeatureListLengthHistogram *Histogram `` /* 143-byte string literal not displayed */
                              	// contains filtered or unexported fields
                              }

                                Common statistics for all feature types. Statistics counting number of values (i.e., min_num_values, max_num_values, avg_num_values, and tot_num_values) include NaNs.

                                func (*CommonStatistics) Descriptor

                                func (*CommonStatistics) Descriptor() ([]byte, []int)

                                  Deprecated: Use CommonStatistics.ProtoReflect.Descriptor instead.

                                  func (*CommonStatistics) GetAvgNumValues

                                  func (x *CommonStatistics) GetAvgNumValues() float32

                                  func (*CommonStatistics) GetFeatureListLengthHistogram

                                  func (x *CommonStatistics) GetFeatureListLengthHistogram() *Histogram

                                  func (*CommonStatistics) GetMaxNumValues

                                  func (x *CommonStatistics) GetMaxNumValues() uint64

                                  func (*CommonStatistics) GetMinNumValues

                                  func (x *CommonStatistics) GetMinNumValues() uint64

                                  func (*CommonStatistics) GetNumMissing

                                  func (x *CommonStatistics) GetNumMissing() uint64

                                  func (*CommonStatistics) GetNumNonMissing

                                  func (x *CommonStatistics) GetNumNonMissing() uint64

                                  func (*CommonStatistics) GetNumValuesHistogram

                                  func (x *CommonStatistics) GetNumValuesHistogram() *Histogram

                                  func (*CommonStatistics) GetTotNumValues

                                  func (x *CommonStatistics) GetTotNumValues() uint64

                                  func (*CommonStatistics) GetWeightedCommonStats

                                  func (x *CommonStatistics) GetWeightedCommonStats() *WeightedCommonStatistics

                                  func (*CommonStatistics) ProtoMessage

                                  func (*CommonStatistics) ProtoMessage()

                                  func (*CommonStatistics) ProtoReflect

                                  func (x *CommonStatistics) ProtoReflect() protoreflect.Message

                                  func (*CommonStatistics) Reset

                                  func (x *CommonStatistics) Reset()

                                  func (*CommonStatistics) String

                                  func (x *CommonStatistics) String() string

                                  type CrossFeatureStatistics

                                  type CrossFeatureStatistics struct {
                                  
                                  	// The path of feature x.
                                  	PathX *Path `protobuf:"bytes,1,opt,name=path_x,json=pathX,proto3" json:"path_x,omitempty"`
                                  	// The path of feature y.
                                  	PathY *Path `protobuf:"bytes,2,opt,name=path_y,json=pathY,proto3" json:"path_y,omitempty"`
                                  	// Number of occurrences of this feature cross in the data. If any of
                                  	// the features in the cross is missing, the example is ignored.
                                  	Count uint64 `protobuf:"varint,3,opt,name=count,proto3" json:"count,omitempty"`
                                  	// Types that are assignable to CrossStats:
                                  	//	*CrossFeatureStatistics_NumCrossStats
                                  	//	*CrossFeatureStatistics_CategoricalCrossStats
                                  	CrossStats isCrossFeatureStatistics_CrossStats `protobuf_oneof:"cross_stats"`
                                  	// contains filtered or unexported fields
                                  }

                                  func (*CrossFeatureStatistics) Descriptor

                                  func (*CrossFeatureStatistics) Descriptor() ([]byte, []int)

                                    Deprecated: Use CrossFeatureStatistics.ProtoReflect.Descriptor instead.

                                    func (*CrossFeatureStatistics) GetCategoricalCrossStats

                                    func (x *CrossFeatureStatistics) GetCategoricalCrossStats() *CategoricalCrossStatistics

                                    func (*CrossFeatureStatistics) GetCount

                                    func (x *CrossFeatureStatistics) GetCount() uint64

                                    func (*CrossFeatureStatistics) GetCrossStats

                                    func (m *CrossFeatureStatistics) GetCrossStats() isCrossFeatureStatistics_CrossStats

                                    func (*CrossFeatureStatistics) GetNumCrossStats

                                    func (x *CrossFeatureStatistics) GetNumCrossStats() *NumericCrossStatistics

                                    func (*CrossFeatureStatistics) GetPathX

                                    func (x *CrossFeatureStatistics) GetPathX() *Path

                                    func (*CrossFeatureStatistics) GetPathY

                                    func (x *CrossFeatureStatistics) GetPathY() *Path

                                    func (*CrossFeatureStatistics) ProtoMessage

                                    func (*CrossFeatureStatistics) ProtoMessage()

                                    func (*CrossFeatureStatistics) ProtoReflect

                                    func (x *CrossFeatureStatistics) ProtoReflect() protoreflect.Message

                                    func (*CrossFeatureStatistics) Reset

                                    func (x *CrossFeatureStatistics) Reset()

                                    func (*CrossFeatureStatistics) String

                                    func (x *CrossFeatureStatistics) String() string

                                    type CrossFeatureStatistics_CategoricalCrossStats

                                    type CrossFeatureStatistics_CategoricalCrossStats struct {
                                    	CategoricalCrossStats *CategoricalCrossStatistics `protobuf:"bytes,5,opt,name=categorical_cross_stats,json=categoricalCrossStats,proto3,oneof"`
                                    }

                                    type CrossFeatureStatistics_NumCrossStats

                                    type CrossFeatureStatistics_NumCrossStats struct {
                                    	NumCrossStats *NumericCrossStatistics `protobuf:"bytes,4,opt,name=num_cross_stats,json=numCrossStats,proto3,oneof"`
                                    }

                                    type CustomStatistic

                                    type CustomStatistic struct {
                                    	Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"`
                                    	// Types that are assignable to Val:
                                    	//	*CustomStatistic_Num
                                    	//	*CustomStatistic_Str
                                    	//	*CustomStatistic_Histogram
                                    	//	*CustomStatistic_RankHistogram
                                    	Val isCustomStatistic_Val `protobuf_oneof:"val"`
                                    	// contains filtered or unexported fields
                                    }

                                      Stores the name and value of any custom statistic. The value can be a string, double, or histogram.

                                      func (*CustomStatistic) Descriptor

                                      func (*CustomStatistic) Descriptor() ([]byte, []int)

                                        Deprecated: Use CustomStatistic.ProtoReflect.Descriptor instead.

                                        func (*CustomStatistic) GetHistogram

                                        func (x *CustomStatistic) GetHistogram() *Histogram

                                        func (*CustomStatistic) GetName

                                        func (x *CustomStatistic) GetName() string

                                        func (*CustomStatistic) GetNum

                                        func (x *CustomStatistic) GetNum() float64

                                        func (*CustomStatistic) GetRankHistogram

                                        func (x *CustomStatistic) GetRankHistogram() *RankHistogram

                                        func (*CustomStatistic) GetStr

                                        func (x *CustomStatistic) GetStr() string

                                        func (*CustomStatistic) GetVal

                                        func (m *CustomStatistic) GetVal() isCustomStatistic_Val

                                        func (*CustomStatistic) ProtoMessage

                                        func (*CustomStatistic) ProtoMessage()

                                        func (*CustomStatistic) ProtoReflect

                                        func (x *CustomStatistic) ProtoReflect() protoreflect.Message

                                        func (*CustomStatistic) Reset

                                        func (x *CustomStatistic) Reset()

                                        func (*CustomStatistic) String

                                        func (x *CustomStatistic) String() string

                                        type CustomStatistic_Histogram

                                        type CustomStatistic_Histogram struct {
                                        	Histogram *Histogram `protobuf:"bytes,4,opt,name=histogram,proto3,oneof"`
                                        }

                                        type CustomStatistic_Num

                                        type CustomStatistic_Num struct {
                                        	Num float64 `protobuf:"fixed64,2,opt,name=num,proto3,oneof"`
                                        }

                                        type CustomStatistic_RankHistogram

                                        type CustomStatistic_RankHistogram struct {
                                        	RankHistogram *RankHistogram `protobuf:"bytes,5,opt,name=rank_histogram,json=rankHistogram,proto3,oneof"`
                                        }

                                        type CustomStatistic_Str

                                        type CustomStatistic_Str struct {
                                        	Str string `protobuf:"bytes,3,opt,name=str,proto3,oneof"`
                                        }

                                        type DatasetConstraints

                                        type DatasetConstraints struct {
                                        
                                        	// Tests differences in number of examples between the current data and the
                                        	// previous span.
                                        	NumExamplesDriftComparator *NumericValueComparator `` /* 136-byte string literal not displayed */
                                        	// Tests comparisions in number of examples between the current data and the
                                        	// previous version of that data.
                                        	NumExamplesVersionComparator *NumericValueComparator `` /* 142-byte string literal not displayed */
                                        	// Minimum number of examples in the dataset.
                                        	MinExamplesCount *int64 `protobuf:"varint,3,opt,name=min_examples_count,json=minExamplesCount" json:"min_examples_count,omitempty"`
                                        	// contains filtered or unexported fields
                                        }

                                          Constraints on the entire dataset.

                                          func (*DatasetConstraints) Descriptor

                                          func (*DatasetConstraints) Descriptor() ([]byte, []int)

                                            Deprecated: Use DatasetConstraints.ProtoReflect.Descriptor instead.

                                            func (*DatasetConstraints) GetMinExamplesCount

                                            func (x *DatasetConstraints) GetMinExamplesCount() int64

                                            func (*DatasetConstraints) GetNumExamplesDriftComparator

                                            func (x *DatasetConstraints) GetNumExamplesDriftComparator() *NumericValueComparator

                                            func (*DatasetConstraints) GetNumExamplesVersionComparator

                                            func (x *DatasetConstraints) GetNumExamplesVersionComparator() *NumericValueComparator

                                            func (*DatasetConstraints) ProtoMessage

                                            func (*DatasetConstraints) ProtoMessage()

                                            func (*DatasetConstraints) ProtoReflect

                                            func (x *DatasetConstraints) ProtoReflect() protoreflect.Message

                                            func (*DatasetConstraints) Reset

                                            func (x *DatasetConstraints) Reset()

                                            func (*DatasetConstraints) String

                                            func (x *DatasetConstraints) String() string

                                            type DatasetFeatureStatistics

                                            type DatasetFeatureStatistics struct {
                                            
                                            	// The name of the dataset.
                                            	Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"`
                                            	// The number of examples in the dataset.
                                            	NumExamples uint64 `protobuf:"varint,2,opt,name=num_examples,json=numExamples,proto3" json:"num_examples,omitempty"`
                                            	// Only valid if the weight feature was specified.
                                            	// Treats a missing weighted feature as zero.
                                            	WeightedNumExamples float64 `protobuf:"fixed64,4,opt,name=weighted_num_examples,json=weightedNumExamples,proto3" json:"weighted_num_examples,omitempty"`
                                            	// The feature statistics for the dataset.
                                            	Features []*FeatureNameStatistics `protobuf:"bytes,3,rep,name=features,proto3" json:"features,omitempty"`
                                            	// Cross feature statistics for the dataset.
                                            	CrossFeatures []*CrossFeatureStatistics `protobuf:"bytes,5,rep,name=cross_features,json=crossFeatures,proto3" json:"cross_features,omitempty"`
                                            	// contains filtered or unexported fields
                                            }

                                              The feature statistics for a single dataset.

                                              func (*DatasetFeatureStatistics) Descriptor

                                              func (*DatasetFeatureStatistics) Descriptor() ([]byte, []int)

                                                Deprecated: Use DatasetFeatureStatistics.ProtoReflect.Descriptor instead.

                                                func (*DatasetFeatureStatistics) GetCrossFeatures

                                                func (x *DatasetFeatureStatistics) GetCrossFeatures() []*CrossFeatureStatistics

                                                func (*DatasetFeatureStatistics) GetFeatures

                                                func (x *DatasetFeatureStatistics) GetFeatures() []*FeatureNameStatistics

                                                func (*DatasetFeatureStatistics) GetName

                                                func (x *DatasetFeatureStatistics) GetName() string

                                                func (*DatasetFeatureStatistics) GetNumExamples

                                                func (x *DatasetFeatureStatistics) GetNumExamples() uint64

                                                func (*DatasetFeatureStatistics) GetWeightedNumExamples

                                                func (x *DatasetFeatureStatistics) GetWeightedNumExamples() float64

                                                func (*DatasetFeatureStatistics) ProtoMessage

                                                func (*DatasetFeatureStatistics) ProtoMessage()

                                                func (*DatasetFeatureStatistics) ProtoReflect

                                                func (x *DatasetFeatureStatistics) ProtoReflect() protoreflect.Message

                                                func (*DatasetFeatureStatistics) Reset

                                                func (x *DatasetFeatureStatistics) Reset()

                                                func (*DatasetFeatureStatistics) String

                                                func (x *DatasetFeatureStatistics) String() string

                                                type DatasetFeatureStatisticsList

                                                type DatasetFeatureStatisticsList struct {
                                                	Datasets []*DatasetFeatureStatistics `protobuf:"bytes,1,rep,name=datasets,proto3" json:"datasets,omitempty"`
                                                	// contains filtered or unexported fields
                                                }

                                                  A list of features statistics for different datasets. If you wish to compare different datasets using this list, then the DatasetFeatureStatistics entries should all contain the same list of features.

                                                  func (*DatasetFeatureStatisticsList) Descriptor

                                                  func (*DatasetFeatureStatisticsList) Descriptor() ([]byte, []int)

                                                    Deprecated: Use DatasetFeatureStatisticsList.ProtoReflect.Descriptor instead.

                                                    func (*DatasetFeatureStatisticsList) GetDatasets

                                                    func (*DatasetFeatureStatisticsList) ProtoMessage

                                                    func (*DatasetFeatureStatisticsList) ProtoMessage()

                                                    func (*DatasetFeatureStatisticsList) ProtoReflect

                                                    func (*DatasetFeatureStatisticsList) Reset

                                                    func (x *DatasetFeatureStatisticsList) Reset()

                                                    func (*DatasetFeatureStatisticsList) String

                                                    type DistributionConstraints

                                                    type DistributionConstraints struct {
                                                    
                                                    	// The minimum fraction (in [0,1]) of values across all examples that
                                                    	// should come from the feature's domain, e.g.:
                                                    	//   1.0  => All values must come from the domain.
                                                    	//    .9  => At least 90% of the values must come from the domain.
                                                    	MinDomainMass *float64 `protobuf:"fixed64,1,opt,name=min_domain_mass,json=minDomainMass,def=1" json:"min_domain_mass,omitempty"`
                                                    	// contains filtered or unexported fields
                                                    }

                                                      Models constraints on the distribution of a feature's values. TODO(martinz): replace min_domain_mass with max_off_domain (but slowly).

                                                      func (*DistributionConstraints) Descriptor

                                                      func (*DistributionConstraints) Descriptor() ([]byte, []int)

                                                        Deprecated: Use DistributionConstraints.ProtoReflect.Descriptor instead.

                                                        func (*DistributionConstraints) GetMinDomainMass

                                                        func (x *DistributionConstraints) GetMinDomainMass() float64

                                                        func (*DistributionConstraints) ProtoMessage

                                                        func (*DistributionConstraints) ProtoMessage()

                                                        func (*DistributionConstraints) ProtoReflect

                                                        func (x *DistributionConstraints) ProtoReflect() protoreflect.Message

                                                        func (*DistributionConstraints) Reset

                                                        func (x *DistributionConstraints) Reset()

                                                        func (*DistributionConstraints) String

                                                        func (x *DistributionConstraints) String() string

                                                        type Feature

                                                        type Feature struct {
                                                        
                                                        	// The name of the feature.
                                                        	Name *string `protobuf:"bytes,1,opt,name=name" json:"name,omitempty"` // required
                                                        	// This field is no longer supported. Instead, use:
                                                        	// lifecycle_stage: DEPRECATED
                                                        	// TODO(b/111450258): remove this.
                                                        	//
                                                        	// Deprecated: Do not use.
                                                        	Deprecated *bool `protobuf:"varint,2,opt,name=deprecated" json:"deprecated,omitempty"`
                                                        	// Types that are assignable to PresenceConstraints:
                                                        	//	*Feature_Presence
                                                        	//	*Feature_GroupPresence
                                                        	PresenceConstraints isFeature_PresenceConstraints `protobuf_oneof:"presence_constraints"`
                                                        	// The shape of the feature which governs the number of values that appear in
                                                        	// each example.
                                                        	//
                                                        	// Types that are assignable to ShapeType:
                                                        	//	*Feature_Shape
                                                        	//	*Feature_ValueCount
                                                        	ShapeType isFeature_ShapeType `protobuf_oneof:"shape_type"`
                                                        	// Physical type of the feature's values.
                                                        	// Note that you can have:
                                                        	// type: BYTES
                                                        	// int_domain: {
                                                        	//   min: 0
                                                        	//   max: 3
                                                        	// }
                                                        	// This would be a field that is syntactically BYTES (i.e. strings), but
                                                        	// semantically an int, i.e. it would be "0", "1", "2", or "3".
                                                        	Type *FeatureType `protobuf:"varint,6,opt,name=type,enum=tensorflow.metadata.v0.FeatureType" json:"type,omitempty"`
                                                        	// Domain for the values of the feature.
                                                        	//
                                                        	// Types that are assignable to DomainInfo:
                                                        	//	*Feature_Domain
                                                        	//	*Feature_IntDomain
                                                        	//	*Feature_FloatDomain
                                                        	//	*Feature_StringDomain
                                                        	//	*Feature_BoolDomain
                                                        	//	*Feature_StructDomain
                                                        	//	*Feature_NaturalLanguageDomain
                                                        	//	*Feature_ImageDomain
                                                        	//	*Feature_MidDomain
                                                        	//	*Feature_UrlDomain
                                                        	//	*Feature_TimeDomain
                                                        	//	*Feature_TimeOfDayDomain
                                                        	DomainInfo isFeature_DomainInfo `protobuf_oneof:"domain_info"`
                                                        	// Constraints on the distribution of the feature values.
                                                        	// Currently only supported for StringDomains.
                                                        	// TODO(b/69473628): Extend functionality to other domain types.
                                                        	DistributionConstraints *DistributionConstraints `protobuf:"bytes,15,opt,name=distribution_constraints,json=distributionConstraints" json:"distribution_constraints,omitempty"`
                                                        	// Additional information about the feature for documentation purpose.
                                                        	Annotation *Annotation `protobuf:"bytes,16,opt,name=annotation" json:"annotation,omitempty"`
                                                        	// Tests comparing the distribution to the associated serving data.
                                                        	SkewComparator *FeatureComparator `protobuf:"bytes,18,opt,name=skew_comparator,json=skewComparator" json:"skew_comparator,omitempty"`
                                                        	// Tests comparing the distribution between two consecutive spans (e.g. days).
                                                        	DriftComparator *FeatureComparator `protobuf:"bytes,21,opt,name=drift_comparator,json=driftComparator" json:"drift_comparator,omitempty"`
                                                        	// List of environments this feature is present in.
                                                        	// Should be disjoint from not_in_environment.
                                                        	// This feature is in environment "foo" if:
                                                        	// ("foo" is in in_environment or default_environments) AND
                                                        	// "foo" is not in not_in_environment.
                                                        	// See Schema::default_environments.
                                                        	InEnvironment []string `protobuf:"bytes,20,rep,name=in_environment,json=inEnvironment" json:"in_environment,omitempty"`
                                                        	// List of environments this feature is not present in.
                                                        	// Should be disjoint from of in_environment.
                                                        	// See Schema::default_environments and in_environment.
                                                        	NotInEnvironment []string `protobuf:"bytes,19,rep,name=not_in_environment,json=notInEnvironment" json:"not_in_environment,omitempty"`
                                                        	// The lifecycle stage of a feature. It can also apply to its descendants.
                                                        	// i.e., if a struct is DEPRECATED, its children are implicitly deprecated.
                                                        	LifecycleStage *LifecycleStage `` /* 141-byte string literal not displayed */
                                                        	// contains filtered or unexported fields
                                                        }

                                                          Describes schema-level information about a specific feature. NextID: 31

                                                          func (*Feature) Descriptor

                                                          func (*Feature) Descriptor() ([]byte, []int)

                                                            Deprecated: Use Feature.ProtoReflect.Descriptor instead.

                                                            func (*Feature) GetAnnotation

                                                            func (x *Feature) GetAnnotation() *Annotation

                                                            func (*Feature) GetBoolDomain

                                                            func (x *Feature) GetBoolDomain() *BoolDomain

                                                            func (*Feature) GetDeprecated

                                                            func (x *Feature) GetDeprecated() bool

                                                              Deprecated: Do not use.

                                                              func (*Feature) GetDistributionConstraints

                                                              func (x *Feature) GetDistributionConstraints() *DistributionConstraints

                                                              func (*Feature) GetDomain

                                                              func (x *Feature) GetDomain() string

                                                              func (*Feature) GetDomainInfo

                                                              func (m *Feature) GetDomainInfo() isFeature_DomainInfo

                                                              func (*Feature) GetDriftComparator

                                                              func (x *Feature) GetDriftComparator() *FeatureComparator

                                                              func (*Feature) GetFloatDomain

                                                              func (x *Feature) GetFloatDomain() *FloatDomain

                                                              func (*Feature) GetGroupPresence

                                                              func (x *Feature) GetGroupPresence() *FeaturePresenceWithinGroup

                                                              func (*Feature) GetImageDomain

                                                              func (x *Feature) GetImageDomain() *ImageDomain

                                                              func (*Feature) GetInEnvironment

                                                              func (x *Feature) GetInEnvironment() []string

                                                              func (*Feature) GetIntDomain

                                                              func (x *Feature) GetIntDomain() *IntDomain

                                                              func (*Feature) GetLifecycleStage

                                                              func (x *Feature) GetLifecycleStage() LifecycleStage

                                                              func (*Feature) GetMidDomain

                                                              func (x *Feature) GetMidDomain() *MIDDomain

                                                              func (*Feature) GetName

                                                              func (x *Feature) GetName() string

                                                              func (*Feature) GetNaturalLanguageDomain

                                                              func (x *Feature) GetNaturalLanguageDomain() *NaturalLanguageDomain

                                                              func (*Feature) GetNotInEnvironment

                                                              func (x *Feature) GetNotInEnvironment() []string

                                                              func (*Feature) GetPresence

                                                              func (x *Feature) GetPresence() *FeaturePresence

                                                              func (*Feature) GetPresenceConstraints

                                                              func (m *Feature) GetPresenceConstraints() isFeature_PresenceConstraints

                                                              func (*Feature) GetShape

                                                              func (x *Feature) GetShape() *FixedShape

                                                              func (*Feature) GetShapeType

                                                              func (m *Feature) GetShapeType() isFeature_ShapeType

                                                              func (*Feature) GetSkewComparator

                                                              func (x *Feature) GetSkewComparator() *FeatureComparator

                                                              func (*Feature) GetStringDomain

                                                              func (x *Feature) GetStringDomain() *StringDomain

                                                              func (*Feature) GetStructDomain

                                                              func (x *Feature) GetStructDomain() *StructDomain

                                                              func (*Feature) GetTimeDomain

                                                              func (x *Feature) GetTimeDomain() *TimeDomain

                                                              func (*Feature) GetTimeOfDayDomain

                                                              func (x *Feature) GetTimeOfDayDomain() *TimeOfDayDomain

                                                              func (*Feature) GetType

                                                              func (x *Feature) GetType() FeatureType

                                                              func (*Feature) GetUrlDomain

                                                              func (x *Feature) GetUrlDomain() *URLDomain

                                                              func (*Feature) GetValueCount

                                                              func (x *Feature) GetValueCount() *ValueCount

                                                              func (*Feature) ProtoMessage

                                                              func (*Feature) ProtoMessage()

                                                              func (*Feature) ProtoReflect

                                                              func (x *Feature) ProtoReflect() protoreflect.Message

                                                              func (*Feature) Reset

                                                              func (x *Feature) Reset()

                                                              func (*Feature) String

                                                              func (x *Feature) String() string

                                                              type FeatureComparator

                                                              type FeatureComparator struct {
                                                              	InfinityNorm *InfinityNorm `protobuf:"bytes,1,opt,name=infinity_norm,json=infinityNorm" json:"infinity_norm,omitempty"`
                                                              	// contains filtered or unexported fields
                                                              }

                                                              func (*FeatureComparator) Descriptor

                                                              func (*FeatureComparator) Descriptor() ([]byte, []int)

                                                                Deprecated: Use FeatureComparator.ProtoReflect.Descriptor instead.

                                                                func (*FeatureComparator) GetInfinityNorm

                                                                func (x *FeatureComparator) GetInfinityNorm() *InfinityNorm

                                                                func (*FeatureComparator) ProtoMessage

                                                                func (*FeatureComparator) ProtoMessage()

                                                                func (*FeatureComparator) ProtoReflect

                                                                func (x *FeatureComparator) ProtoReflect() protoreflect.Message

                                                                func (*FeatureComparator) Reset

                                                                func (x *FeatureComparator) Reset()

                                                                func (*FeatureComparator) String

                                                                func (x *FeatureComparator) String() string

                                                                type FeatureNameStatistics

                                                                type FeatureNameStatistics struct {
                                                                
                                                                	// One can identify a field either by the name (for simple fields), or by
                                                                	// a path (for structured fields). Note that:
                                                                	// name: "foo"
                                                                	// is equivalent to:
                                                                	// path: {step:"foo"}
                                                                	// Note: this oneof must be consistently either name or path across all
                                                                	// FeatureNameStatistics in one DatasetFeatureStatistics.
                                                                	//
                                                                	// Types that are assignable to FieldId:
                                                                	//	*FeatureNameStatistics_Name
                                                                	//	*FeatureNameStatistics_Path
                                                                	FieldId isFeatureNameStatistics_FieldId `protobuf_oneof:"field_id"`
                                                                	// The data type of the feature
                                                                	Type FeatureNameStatistics_Type `protobuf:"varint,2,opt,name=type,proto3,enum=tensorflow.metadata.v0.FeatureNameStatistics_Type" json:"type,omitempty"`
                                                                	// The statistics of the values of the feature.
                                                                	//
                                                                	// Types that are assignable to Stats:
                                                                	//	*FeatureNameStatistics_NumStats
                                                                	//	*FeatureNameStatistics_StringStats
                                                                	//	*FeatureNameStatistics_BytesStats
                                                                	//	*FeatureNameStatistics_StructStats
                                                                	Stats isFeatureNameStatistics_Stats `protobuf_oneof:"stats"`
                                                                	// Any custom statistics can be stored in this list.
                                                                	CustomStats []*CustomStatistic `protobuf:"bytes,6,rep,name=custom_stats,json=customStats,proto3" json:"custom_stats,omitempty"`
                                                                	// contains filtered or unexported fields
                                                                }

                                                                  The complete set of statistics for a given feature name for a dataset.

                                                                  func (*FeatureNameStatistics) Descriptor

                                                                  func (*FeatureNameStatistics) Descriptor() ([]byte, []int)

                                                                    Deprecated: Use FeatureNameStatistics.ProtoReflect.Descriptor instead.

                                                                    func (*FeatureNameStatistics) GetBytesStats

                                                                    func (x *FeatureNameStatistics) GetBytesStats() *BytesStatistics

                                                                    func (*FeatureNameStatistics) GetCustomStats

                                                                    func (x *FeatureNameStatistics) GetCustomStats() []*CustomStatistic

                                                                    func (*FeatureNameStatistics) GetFieldId

                                                                    func (m *FeatureNameStatistics) GetFieldId() isFeatureNameStatistics_FieldId

                                                                    func (*FeatureNameStatistics) GetName

                                                                    func (x *FeatureNameStatistics) GetName() string

                                                                    func (*FeatureNameStatistics) GetNumStats

                                                                    func (x *FeatureNameStatistics) GetNumStats() *NumericStatistics

                                                                    func (*FeatureNameStatistics) GetPath

                                                                    func (x *FeatureNameStatistics) GetPath() *Path

                                                                    func (*FeatureNameStatistics) GetStats

                                                                    func (m *FeatureNameStatistics) GetStats() isFeatureNameStatistics_Stats

                                                                    func (*FeatureNameStatistics) GetStringStats

                                                                    func (x *FeatureNameStatistics) GetStringStats() *StringStatistics

                                                                    func (*FeatureNameStatistics) GetStructStats

                                                                    func (x *FeatureNameStatistics) GetStructStats() *StructStatistics

                                                                    func (*FeatureNameStatistics) GetType

                                                                    func (*FeatureNameStatistics) ProtoMessage

                                                                    func (*FeatureNameStatistics) ProtoMessage()

                                                                    func (*FeatureNameStatistics) ProtoReflect

                                                                    func (x *FeatureNameStatistics) ProtoReflect() protoreflect.Message

                                                                    func (*FeatureNameStatistics) Reset

                                                                    func (x *FeatureNameStatistics) Reset()

                                                                    func (*FeatureNameStatistics) String

                                                                    func (x *FeatureNameStatistics) String() string

                                                                    type FeatureNameStatistics_BytesStats

                                                                    type FeatureNameStatistics_BytesStats struct {
                                                                    	BytesStats *BytesStatistics `protobuf:"bytes,5,opt,name=bytes_stats,json=bytesStats,proto3,oneof"`
                                                                    }

                                                                    type FeatureNameStatistics_Name

                                                                    type FeatureNameStatistics_Name struct {
                                                                    	// The feature name
                                                                    	Name string `protobuf:"bytes,1,opt,name=name,proto3,oneof"`
                                                                    }

                                                                    type FeatureNameStatistics_NumStats

                                                                    type FeatureNameStatistics_NumStats struct {
                                                                    	NumStats *NumericStatistics `protobuf:"bytes,3,opt,name=num_stats,json=numStats,proto3,oneof"`
                                                                    }

                                                                    type FeatureNameStatistics_Path

                                                                    type FeatureNameStatistics_Path struct {
                                                                    	// The path of the feature.
                                                                    	Path *Path `protobuf:"bytes,8,opt,name=path,proto3,oneof"`
                                                                    }

                                                                    type FeatureNameStatistics_StringStats

                                                                    type FeatureNameStatistics_StringStats struct {
                                                                    	StringStats *StringStatistics `protobuf:"bytes,4,opt,name=string_stats,json=stringStats,proto3,oneof"`
                                                                    }

                                                                    type FeatureNameStatistics_StructStats

                                                                    type FeatureNameStatistics_StructStats struct {
                                                                    	StructStats *StructStatistics `protobuf:"bytes,7,opt,name=struct_stats,json=structStats,proto3,oneof"`
                                                                    }

                                                                    type FeatureNameStatistics_Type

                                                                    type FeatureNameStatistics_Type int32

                                                                      The types supported by the feature statistics. When aggregating tf.Examples, if the bytelist contains a string, it is recommended to encode it here as STRING instead of BYTES in order to calculate string-specific statistical measures.

                                                                      const (
                                                                      	FeatureNameStatistics_INT    FeatureNameStatistics_Type = 0
                                                                      	FeatureNameStatistics_FLOAT  FeatureNameStatistics_Type = 1
                                                                      	FeatureNameStatistics_STRING FeatureNameStatistics_Type = 2
                                                                      	FeatureNameStatistics_BYTES  FeatureNameStatistics_Type = 3
                                                                      	FeatureNameStatistics_STRUCT FeatureNameStatistics_Type = 4
                                                                      )

                                                                      func (FeatureNameStatistics_Type) Descriptor

                                                                      func (FeatureNameStatistics_Type) Enum

                                                                      func (FeatureNameStatistics_Type) EnumDescriptor

                                                                      func (FeatureNameStatistics_Type) EnumDescriptor() ([]byte, []int)

                                                                        Deprecated: Use FeatureNameStatistics_Type.Descriptor instead.

                                                                        func (FeatureNameStatistics_Type) Number

                                                                        func (FeatureNameStatistics_Type) String

                                                                        func (FeatureNameStatistics_Type) Type

                                                                        type FeaturePresence

                                                                        type FeaturePresence struct {
                                                                        
                                                                        	// Minimum fraction of examples that have this feature.
                                                                        	MinFraction *float64 `protobuf:"fixed64,1,opt,name=min_fraction,json=minFraction" json:"min_fraction,omitempty"`
                                                                        	// Minimum number of examples that have this feature.
                                                                        	MinCount *int64 `protobuf:"varint,2,opt,name=min_count,json=minCount" json:"min_count,omitempty"`
                                                                        	// contains filtered or unexported fields
                                                                        }

                                                                          Describes constraints on the presence of the feature in the data.

                                                                          func (*FeaturePresence) Descriptor

                                                                          func (*FeaturePresence) Descriptor() ([]byte, []int)

                                                                            Deprecated: Use FeaturePresence.ProtoReflect.Descriptor instead.

                                                                            func (*FeaturePresence) GetMinCount

                                                                            func (x *FeaturePresence) GetMinCount() int64

                                                                            func (*FeaturePresence) GetMinFraction

                                                                            func (x *FeaturePresence) GetMinFraction() float64

                                                                            func (*FeaturePresence) ProtoMessage

                                                                            func (*FeaturePresence) ProtoMessage()

                                                                            func (*FeaturePresence) ProtoReflect

                                                                            func (x *FeaturePresence) ProtoReflect() protoreflect.Message

                                                                            func (*FeaturePresence) Reset

                                                                            func (x *FeaturePresence) Reset()

                                                                            func (*FeaturePresence) String

                                                                            func (x *FeaturePresence) String() string

                                                                            type FeaturePresenceWithinGroup

                                                                            type FeaturePresenceWithinGroup struct {
                                                                            	Required *bool `protobuf:"varint,1,opt,name=required" json:"required,omitempty"`
                                                                            	// contains filtered or unexported fields
                                                                            }

                                                                              Records constraints on the presence of a feature inside a "group" context (e.g., .presence inside a group of features that define a sequence).

                                                                              func (*FeaturePresenceWithinGroup) Descriptor

                                                                              func (*FeaturePresenceWithinGroup) Descriptor() ([]byte, []int)

                                                                                Deprecated: Use FeaturePresenceWithinGroup.ProtoReflect.Descriptor instead.

                                                                                func (*FeaturePresenceWithinGroup) GetRequired

                                                                                func (x *FeaturePresenceWithinGroup) GetRequired() bool

                                                                                func (*FeaturePresenceWithinGroup) ProtoMessage

                                                                                func (*FeaturePresenceWithinGroup) ProtoMessage()

                                                                                func (*FeaturePresenceWithinGroup) ProtoReflect

                                                                                func (*FeaturePresenceWithinGroup) Reset

                                                                                func (x *FeaturePresenceWithinGroup) Reset()

                                                                                func (*FeaturePresenceWithinGroup) String

                                                                                func (x *FeaturePresenceWithinGroup) String() string

                                                                                type FeatureType

                                                                                type FeatureType int32

                                                                                  Describes the physical representation of a feature. It may be different than the logical representation, which is represented as a Domain.

                                                                                  const (
                                                                                  	FeatureType_TYPE_UNKNOWN FeatureType = 0
                                                                                  	FeatureType_BYTES        FeatureType = 1
                                                                                  	FeatureType_INT          FeatureType = 2
                                                                                  	FeatureType_FLOAT        FeatureType = 3
                                                                                  	FeatureType_STRUCT       FeatureType = 4
                                                                                  )

                                                                                  func (FeatureType) Descriptor

                                                                                  func (FeatureType) Enum

                                                                                  func (x FeatureType) Enum() *FeatureType

                                                                                  func (FeatureType) EnumDescriptor

                                                                                  func (FeatureType) EnumDescriptor() ([]byte, []int)

                                                                                    Deprecated: Use FeatureType.Descriptor instead.

                                                                                    func (FeatureType) Number

                                                                                    func (x FeatureType) Number() protoreflect.EnumNumber

                                                                                    func (FeatureType) String

                                                                                    func (x FeatureType) String() string

                                                                                    func (FeatureType) Type

                                                                                    func (*FeatureType) UnmarshalJSON

                                                                                    func (x *FeatureType) UnmarshalJSON(b []byte) error

                                                                                      Deprecated: Do not use.

                                                                                      type Feature_BoolDomain

                                                                                      type Feature_BoolDomain struct {
                                                                                      	BoolDomain *BoolDomain `protobuf:"bytes,13,opt,name=bool_domain,json=boolDomain,oneof"`
                                                                                      }

                                                                                      type Feature_Domain

                                                                                      type Feature_Domain struct {
                                                                                      	// Reference to a domain defined at the schema level.
                                                                                      	Domain string `protobuf:"bytes,7,opt,name=domain,oneof"`
                                                                                      }

                                                                                      type Feature_FloatDomain

                                                                                      type Feature_FloatDomain struct {
                                                                                      	FloatDomain *FloatDomain `protobuf:"bytes,10,opt,name=float_domain,json=floatDomain,oneof"`
                                                                                      }

                                                                                      type Feature_GroupPresence

                                                                                      type Feature_GroupPresence struct {
                                                                                      	// Only used in the context of a "group" context, e.g., inside a sequence.
                                                                                      	GroupPresence *FeaturePresenceWithinGroup `protobuf:"bytes,17,opt,name=group_presence,json=groupPresence,oneof"`
                                                                                      }

                                                                                      type Feature_ImageDomain

                                                                                      type Feature_ImageDomain struct {
                                                                                      	ImageDomain *ImageDomain `protobuf:"bytes,25,opt,name=image_domain,json=imageDomain,oneof"`
                                                                                      }

                                                                                      type Feature_IntDomain

                                                                                      type Feature_IntDomain struct {
                                                                                      	// Inline definitions of domains.
                                                                                      	IntDomain *IntDomain `protobuf:"bytes,9,opt,name=int_domain,json=intDomain,oneof"`
                                                                                      }

                                                                                      type Feature_MidDomain

                                                                                      type Feature_MidDomain struct {
                                                                                      	MidDomain *MIDDomain `protobuf:"bytes,26,opt,name=mid_domain,json=midDomain,oneof"`
                                                                                      }

                                                                                      type Feature_NaturalLanguageDomain

                                                                                      type Feature_NaturalLanguageDomain struct {
                                                                                      	// Supported semantic domains.
                                                                                      	NaturalLanguageDomain *NaturalLanguageDomain `protobuf:"bytes,24,opt,name=natural_language_domain,json=naturalLanguageDomain,oneof"`
                                                                                      }

                                                                                      type Feature_Presence

                                                                                      type Feature_Presence struct {
                                                                                      	// Constraints on the presence of this feature in the examples.
                                                                                      	Presence *FeaturePresence `protobuf:"bytes,14,opt,name=presence,oneof"`
                                                                                      }

                                                                                      type Feature_Shape

                                                                                      type Feature_Shape struct {
                                                                                      	// The feature has a fixed shape corresponding to a multi-dimensional
                                                                                      	// tensor.
                                                                                      	Shape *FixedShape `protobuf:"bytes,23,opt,name=shape,oneof"`
                                                                                      }

                                                                                      type Feature_StringDomain

                                                                                      type Feature_StringDomain struct {
                                                                                      	StringDomain *StringDomain `protobuf:"bytes,11,opt,name=string_domain,json=stringDomain,oneof"`
                                                                                      }

                                                                                      type Feature_StructDomain

                                                                                      type Feature_StructDomain struct {
                                                                                      	StructDomain *StructDomain `protobuf:"bytes,29,opt,name=struct_domain,json=structDomain,oneof"`
                                                                                      }

                                                                                      type Feature_TimeDomain

                                                                                      type Feature_TimeDomain struct {
                                                                                      	TimeDomain *TimeDomain `protobuf:"bytes,28,opt,name=time_domain,json=timeDomain,oneof"`
                                                                                      }

                                                                                      type Feature_TimeOfDayDomain

                                                                                      type Feature_TimeOfDayDomain struct {
                                                                                      	TimeOfDayDomain *TimeOfDayDomain `protobuf:"bytes,30,opt,name=time_of_day_domain,json=timeOfDayDomain,oneof"`
                                                                                      }

                                                                                      type Feature_UrlDomain

                                                                                      type Feature_UrlDomain struct {
                                                                                      	UrlDomain *URLDomain `protobuf:"bytes,27,opt,name=url_domain,json=urlDomain,oneof"`
                                                                                      }

                                                                                      type Feature_ValueCount

                                                                                      type Feature_ValueCount struct {
                                                                                      	// The feature doesn't have a well defined shape. All we know are limits on
                                                                                      	// the minimum and maximum number of values.
                                                                                      	ValueCount *ValueCount `protobuf:"bytes,5,opt,name=value_count,json=valueCount,oneof"`
                                                                                      }

                                                                                      type FixedShape

                                                                                      type FixedShape struct {
                                                                                      
                                                                                      	// The dimensions that define the shape. The total number of values in each
                                                                                      	// example is the product of sizes of each dimension.
                                                                                      	Dim []*FixedShape_Dim `protobuf:"bytes,2,rep,name=dim" json:"dim,omitempty"`
                                                                                      	// contains filtered or unexported fields
                                                                                      }

                                                                                        Specifies a fixed shape for the feature's values. The immediate implication is that each feature has a fixed number of values. Moreover, these values can be parsed in a multi-dimensional tensor using the specified axis sizes. The FixedShape defines a lexicographical ordering of the data. For instance, if there is a FixedShape {

                                                                                        dim {size:3} dim {size:2}
                                                                                        

                                                                                        } then tensor[0][0]=field[0] then tensor[0][1]=field[1] then tensor[1][0]=field[2] then tensor[1][1]=field[3] then tensor[2][0]=field[4] then tensor[2][1]=field[5]

                                                                                        The FixedShape message is identical with the TensorFlow TensorShape proto message.

                                                                                        func (*FixedShape) Descriptor

                                                                                        func (*FixedShape) Descriptor() ([]byte, []int)

                                                                                          Deprecated: Use FixedShape.ProtoReflect.Descriptor instead.

                                                                                          func (*FixedShape) GetDim

                                                                                          func (x *FixedShape) GetDim() []*FixedShape_Dim

                                                                                          func (*FixedShape) ProtoMessage

                                                                                          func (*FixedShape) ProtoMessage()

                                                                                          func (*FixedShape) ProtoReflect

                                                                                          func (x *FixedShape) ProtoReflect() protoreflect.Message

                                                                                          func (*FixedShape) Reset

                                                                                          func (x *FixedShape) Reset()

                                                                                          func (*FixedShape) String

                                                                                          func (x *FixedShape) String() string

                                                                                          type FixedShape_Dim

                                                                                          type FixedShape_Dim struct {
                                                                                          	Size *int64 `protobuf:"varint,1,opt,name=size" json:"size,omitempty"`
                                                                                          	// Optional name of the tensor dimension.
                                                                                          	Name *string `protobuf:"bytes,2,opt,name=name" json:"name,omitempty"`
                                                                                          	// contains filtered or unexported fields
                                                                                          }

                                                                                            An axis in a multi-dimensional feature representation.

                                                                                            func (*FixedShape_Dim) Descriptor

                                                                                            func (*FixedShape_Dim) Descriptor() ([]byte, []int)

                                                                                              Deprecated: Use FixedShape_Dim.ProtoReflect.Descriptor instead.

                                                                                              func (*FixedShape_Dim) GetName

                                                                                              func (x *FixedShape_Dim) GetName() string

                                                                                              func (*FixedShape_Dim) GetSize

                                                                                              func (x *FixedShape_Dim) GetSize() int64

                                                                                              func (*FixedShape_Dim) ProtoMessage

                                                                                              func (*FixedShape_Dim) ProtoMessage()

                                                                                              func (*FixedShape_Dim) ProtoReflect

                                                                                              func (x *FixedShape_Dim) ProtoReflect() protoreflect.Message

                                                                                              func (*FixedShape_Dim) Reset

                                                                                              func (x *FixedShape_Dim) Reset()

                                                                                              func (*FixedShape_Dim) String

                                                                                              func (x *FixedShape_Dim) String() string

                                                                                              type FloatDomain

                                                                                              type FloatDomain struct {
                                                                                              
                                                                                              	// Id of the domain. Required if the domain is defined at the schema level. If
                                                                                              	// so, then the name must be unique within the schema.
                                                                                              	Name *string `protobuf:"bytes,1,opt,name=name" json:"name,omitempty"`
                                                                                              	// Min and max values of the domain.
                                                                                              	Min *float32 `protobuf:"fixed32,3,opt,name=min" json:"min,omitempty"`
                                                                                              	Max *float32 `protobuf:"fixed32,4,opt,name=max" json:"max,omitempty"`
                                                                                              	// contains filtered or unexported fields
                                                                                              }

                                                                                                Encodes information for domains of float values. Note that FeatureType could be either INT or BYTES.

                                                                                                func (*FloatDomain) Descriptor

                                                                                                func (*FloatDomain) Descriptor() ([]byte, []int)

                                                                                                  Deprecated: Use FloatDomain.ProtoReflect.Descriptor instead.

                                                                                                  func (*FloatDomain) GetMax

                                                                                                  func (x *FloatDomain) GetMax() float32

                                                                                                  func (*FloatDomain) GetMin

                                                                                                  func (x *FloatDomain) GetMin() float32

                                                                                                  func (*FloatDomain) GetName

                                                                                                  func (x *FloatDomain) GetName() string

                                                                                                  func (*FloatDomain) ProtoMessage

                                                                                                  func (*FloatDomain) ProtoMessage()

                                                                                                  func (*FloatDomain) ProtoReflect

                                                                                                  func (x *FloatDomain) ProtoReflect() protoreflect.Message

                                                                                                  func (*FloatDomain) Reset

                                                                                                  func (x *FloatDomain) Reset()

                                                                                                  func (*FloatDomain) String

                                                                                                  func (x *FloatDomain) String() string

                                                                                                  type Histogram

                                                                                                  type Histogram struct {
                                                                                                  
                                                                                                  	// The number of NaN values in the dataset.
                                                                                                  	NumNan uint64 `protobuf:"varint,1,opt,name=num_nan,json=numNan,proto3" json:"num_nan,omitempty"`
                                                                                                  	// The number of undefined values in the dataset.
                                                                                                  	NumUndefined uint64 `protobuf:"varint,2,opt,name=num_undefined,json=numUndefined,proto3" json:"num_undefined,omitempty"`
                                                                                                  	// A list of buckets in the histogram, sorted from lowest bucket to highest
                                                                                                  	// bucket.
                                                                                                  	Buckets []*Histogram_Bucket `protobuf:"bytes,3,rep,name=buckets,proto3" json:"buckets,omitempty"`
                                                                                                  	// The type of the histogram.
                                                                                                  	Type Histogram_HistogramType `protobuf:"varint,4,opt,name=type,proto3,enum=tensorflow.metadata.v0.Histogram_HistogramType" json:"type,omitempty"`
                                                                                                  	// An optional descriptive name of the histogram, to be used for labeling.
                                                                                                  	Name string `protobuf:"bytes,5,opt,name=name,proto3" json:"name,omitempty"`
                                                                                                  	// contains filtered or unexported fields
                                                                                                  }

                                                                                                    The data used to create a histogram of a numeric feature for a dataset.

                                                                                                    func (*Histogram) Descriptor

                                                                                                    func (*Histogram) Descriptor() ([]byte, []int)

                                                                                                      Deprecated: Use Histogram.ProtoReflect.Descriptor instead.

                                                                                                      func (*Histogram) GetBuckets

                                                                                                      func (x *Histogram) GetBuckets() []*Histogram_Bucket

                                                                                                      func (*Histogram) GetName

                                                                                                      func (x *Histogram) GetName() string

                                                                                                      func (*Histogram) GetNumNan

                                                                                                      func (x *Histogram) GetNumNan() uint64

                                                                                                      func (*Histogram) GetNumUndefined

                                                                                                      func (x *Histogram) GetNumUndefined() uint64

                                                                                                      func (*Histogram) GetType

                                                                                                      func (x *Histogram) GetType() Histogram_HistogramType

                                                                                                      func (*Histogram) ProtoMessage

                                                                                                      func (*Histogram) ProtoMessage()

                                                                                                      func (*Histogram) ProtoReflect

                                                                                                      func (x *Histogram) ProtoReflect() protoreflect.Message

                                                                                                      func (*Histogram) Reset

                                                                                                      func (x *Histogram) Reset()

                                                                                                      func (*Histogram) String

                                                                                                      func (x *Histogram) String() string

                                                                                                      type Histogram_Bucket

                                                                                                      type Histogram_Bucket struct {
                                                                                                      
                                                                                                      	// The low value of the bucket, inclusive.
                                                                                                      	LowValue float64 `protobuf:"fixed64,1,opt,name=low_value,json=lowValue,proto3" json:"low_value,omitempty"`
                                                                                                      	// The high value of the bucket, exclusive (unless the highValue is
                                                                                                      	// positive infinity).
                                                                                                      	HighValue float64 `protobuf:"fixed64,2,opt,name=high_value,json=highValue,proto3" json:"high_value,omitempty"`
                                                                                                      	// The number of items in the bucket. Stored as a double to be able to
                                                                                                      	// handle weighted histograms.
                                                                                                      	SampleCount float64 `protobuf:"fixed64,4,opt,name=sample_count,json=sampleCount,proto3" json:"sample_count,omitempty"`
                                                                                                      	// contains filtered or unexported fields
                                                                                                      }

                                                                                                        Each bucket defines its low and high values along with its count. The low and high values must be a real number or positive or negative infinity. They cannot be NaN or undefined. Counts of those special values can be found in the numNaN and numUndefined fields.

                                                                                                        func (*Histogram_Bucket) Descriptor

                                                                                                        func (*Histogram_Bucket) Descriptor() ([]byte, []int)

                                                                                                          Deprecated: Use Histogram_Bucket.ProtoReflect.Descriptor instead.

                                                                                                          func (*Histogram_Bucket) GetHighValue

                                                                                                          func (x *Histogram_Bucket) GetHighValue() float64

                                                                                                          func (*Histogram_Bucket) GetLowValue

                                                                                                          func (x *Histogram_Bucket) GetLowValue() float64

                                                                                                          func (*Histogram_Bucket) GetSampleCount

                                                                                                          func (x *Histogram_Bucket) GetSampleCount() float64

                                                                                                          func (*Histogram_Bucket) ProtoMessage

                                                                                                          func (*Histogram_Bucket) ProtoMessage()

                                                                                                          func (*Histogram_Bucket) ProtoReflect

                                                                                                          func (x *Histogram_Bucket) ProtoReflect() protoreflect.Message

                                                                                                          func (*Histogram_Bucket) Reset

                                                                                                          func (x *Histogram_Bucket) Reset()

                                                                                                          func (*Histogram_Bucket) String

                                                                                                          func (x *Histogram_Bucket) String() string

                                                                                                          type Histogram_HistogramType

                                                                                                          type Histogram_HistogramType int32

                                                                                                            The type of the histogram. A standard histogram has equal-width buckets. The quantiles type is used for when the histogram message is used to store quantile information (by using equal-count buckets with variable widths).

                                                                                                            const (
                                                                                                            	Histogram_STANDARD  Histogram_HistogramType = 0
                                                                                                            	Histogram_QUANTILES Histogram_HistogramType = 1
                                                                                                            )

                                                                                                            func (Histogram_HistogramType) Descriptor

                                                                                                            func (Histogram_HistogramType) Enum

                                                                                                            func (Histogram_HistogramType) EnumDescriptor

                                                                                                            func (Histogram_HistogramType) EnumDescriptor() ([]byte, []int)

                                                                                                              Deprecated: Use Histogram_HistogramType.Descriptor instead.

                                                                                                              func (Histogram_HistogramType) Number

                                                                                                              func (Histogram_HistogramType) String

                                                                                                              func (x Histogram_HistogramType) String() string

                                                                                                              func (Histogram_HistogramType) Type

                                                                                                              type ImageDomain

                                                                                                              type ImageDomain struct {
                                                                                                              	// contains filtered or unexported fields
                                                                                                              }

                                                                                                                Image data.

                                                                                                                func (*ImageDomain) Descriptor

                                                                                                                func (*ImageDomain) Descriptor() ([]byte, []int)

                                                                                                                  Deprecated: Use ImageDomain.ProtoReflect.Descriptor instead.

                                                                                                                  func (*ImageDomain) ProtoMessage

                                                                                                                  func (*ImageDomain) ProtoMessage()

                                                                                                                  func (*ImageDomain) ProtoReflect

                                                                                                                  func (x *ImageDomain) ProtoReflect() protoreflect.Message

                                                                                                                  func (*ImageDomain) Reset

                                                                                                                  func (x *ImageDomain) Reset()

                                                                                                                  func (*ImageDomain) String

                                                                                                                  func (x *ImageDomain) String() string

                                                                                                                  type InfinityNorm

                                                                                                                  type InfinityNorm struct {
                                                                                                                  
                                                                                                                  	// The InfinityNorm is in the interval [0.0, 1.0] so sensible bounds should
                                                                                                                  	// be in the interval [0.0, 1.0).
                                                                                                                  	Threshold *float64 `protobuf:"fixed64,1,opt,name=threshold" json:"threshold,omitempty"`
                                                                                                                  	// contains filtered or unexported fields
                                                                                                                  }

                                                                                                                    Checks that the L-infinity norm is below a certain threshold between the two discrete distributions. Since this is applied to a FeatureNameStatistics, it only considers the top k. L_infty(p,q) = max_i |p_i-q_i|

                                                                                                                    func (*InfinityNorm) Descriptor

                                                                                                                    func (*InfinityNorm) Descriptor() ([]byte, []int)

                                                                                                                      Deprecated: Use InfinityNorm.ProtoReflect.Descriptor instead.

                                                                                                                      func (*InfinityNorm) GetThreshold

                                                                                                                      func (x *InfinityNorm) GetThreshold() float64

                                                                                                                      func (*InfinityNorm) ProtoMessage

                                                                                                                      func (*InfinityNorm) ProtoMessage()

                                                                                                                      func (*InfinityNorm) ProtoReflect

                                                                                                                      func (x *InfinityNorm) ProtoReflect() protoreflect.Message

                                                                                                                      func (*InfinityNorm) Reset

                                                                                                                      func (x *InfinityNorm) Reset()

                                                                                                                      func (*InfinityNorm) String

                                                                                                                      func (x *InfinityNorm) String() string

                                                                                                                      type IntDomain

                                                                                                                      type IntDomain struct {
                                                                                                                      
                                                                                                                      	// Id of the domain. Required if the domain is defined at the schema level. If
                                                                                                                      	// so, then the name must be unique within the schema.
                                                                                                                      	Name *string `protobuf:"bytes,1,opt,name=name" json:"name,omitempty"`
                                                                                                                      	// Min and max values for the domain.
                                                                                                                      	Min *int64 `protobuf:"varint,3,opt,name=min" json:"min,omitempty"`
                                                                                                                      	Max *int64 `protobuf:"varint,4,opt,name=max" json:"max,omitempty"`
                                                                                                                      	// If true then the domain encodes categorical values (i.e., ids) rather than
                                                                                                                      	// ordinal values.
                                                                                                                      	IsCategorical *bool `protobuf:"varint,5,opt,name=is_categorical,json=isCategorical" json:"is_categorical,omitempty"`
                                                                                                                      	// contains filtered or unexported fields
                                                                                                                      }

                                                                                                                        Encodes information for domains of integer values. Note that FeatureType could be either INT or BYTES.

                                                                                                                        func (*IntDomain) Descriptor

                                                                                                                        func (*IntDomain) Descriptor() ([]byte, []int)

                                                                                                                          Deprecated: Use IntDomain.ProtoReflect.Descriptor instead.

                                                                                                                          func (*IntDomain) GetIsCategorical

                                                                                                                          func (x *IntDomain) GetIsCategorical() bool

                                                                                                                          func (*IntDomain) GetMax

                                                                                                                          func (x *IntDomain) GetMax() int64

                                                                                                                          func (*IntDomain) GetMin

                                                                                                                          func (x *IntDomain) GetMin() int64

                                                                                                                          func (*IntDomain) GetName

                                                                                                                          func (x *IntDomain) GetName() string

                                                                                                                          func (*IntDomain) ProtoMessage

                                                                                                                          func (*IntDomain) ProtoMessage()

                                                                                                                          func (*IntDomain) ProtoReflect

                                                                                                                          func (x *IntDomain) ProtoReflect() protoreflect.Message

                                                                                                                          func (*IntDomain) Reset

                                                                                                                          func (x *IntDomain) Reset()

                                                                                                                          func (*IntDomain) String

                                                                                                                          func (x *IntDomain) String() string

                                                                                                                          type LifecycleStage

                                                                                                                          type LifecycleStage int32

                                                                                                                            LifecycleStage. Only UNKNOWN_STAGE, BETA, and PRODUCTION features are actually validated. PLANNED, ALPHA, and DEBUG are treated as DEPRECATED.

                                                                                                                            const (
                                                                                                                            	LifecycleStage_UNKNOWN_STAGE LifecycleStage = 0 // Unknown stage.
                                                                                                                            	LifecycleStage_PLANNED       LifecycleStage = 1 // Planned feature, may not be created yet.
                                                                                                                            	LifecycleStage_ALPHA         LifecycleStage = 2 // Prototype feature, not used in experiments yet.
                                                                                                                            	LifecycleStage_BETA          LifecycleStage = 3 // Used in user-facing experiments.
                                                                                                                            	LifecycleStage_PRODUCTION    LifecycleStage = 4 // Used in a significant fraction of user traffic.
                                                                                                                            	LifecycleStage_DEPRECATED    LifecycleStage = 5 // No longer supported: do not use in new models.
                                                                                                                            	LifecycleStage_DEBUG_ONLY    LifecycleStage = 6 // Only exists for debugging purposes.
                                                                                                                            )

                                                                                                                            func (LifecycleStage) Descriptor

                                                                                                                            func (LifecycleStage) Enum

                                                                                                                            func (x LifecycleStage) Enum() *LifecycleStage

                                                                                                                            func (LifecycleStage) EnumDescriptor

                                                                                                                            func (LifecycleStage) EnumDescriptor() ([]byte, []int)

                                                                                                                              Deprecated: Use LifecycleStage.Descriptor instead.

                                                                                                                              func (LifecycleStage) Number

                                                                                                                              func (LifecycleStage) String

                                                                                                                              func (x LifecycleStage) String() string

                                                                                                                              func (LifecycleStage) Type

                                                                                                                              func (*LifecycleStage) UnmarshalJSON

                                                                                                                              func (x *LifecycleStage) UnmarshalJSON(b []byte) error

                                                                                                                                Deprecated: Do not use.

                                                                                                                                type LiftSeries

                                                                                                                                type LiftSeries struct {
                                                                                                                                
                                                                                                                                	// The particular value of path_y corresponding to this LiftSeries. Each
                                                                                                                                	// element in lift_values corresponds to the lift a different x_value and
                                                                                                                                	// this specific y_value.
                                                                                                                                	//
                                                                                                                                	// Types that are assignable to YValue:
                                                                                                                                	//	*LiftSeries_YInt
                                                                                                                                	//	*LiftSeries_YString
                                                                                                                                	//	*LiftSeries_YBucket
                                                                                                                                	YValue isLiftSeries_YValue `protobuf_oneof:"y_value"`
                                                                                                                                	// The number of examples in which y_value appears.
                                                                                                                                	//
                                                                                                                                	// Types that are assignable to YCountValue:
                                                                                                                                	//	*LiftSeries_YCount
                                                                                                                                	//	*LiftSeries_WeightedYCount
                                                                                                                                	YCountValue isLiftSeries_YCountValue `protobuf_oneof:"y_count_value"`
                                                                                                                                	// The lifts for a each path_x value and this y_value.
                                                                                                                                	LiftValues []*LiftSeries_LiftValue `protobuf:"bytes,6,rep,name=lift_values,json=liftValues,proto3" json:"lift_values,omitempty"`
                                                                                                                                	// contains filtered or unexported fields
                                                                                                                                }

                                                                                                                                  Container for lift information for a specific y-value.

                                                                                                                                  func (*LiftSeries) Descriptor

                                                                                                                                  func (*LiftSeries) Descriptor() ([]byte, []int)

                                                                                                                                    Deprecated: Use LiftSeries.ProtoReflect.Descriptor instead.

                                                                                                                                    func (*LiftSeries) GetLiftValues

                                                                                                                                    func (x *LiftSeries) GetLiftValues() []*LiftSeries_LiftValue

                                                                                                                                    func (*LiftSeries) GetWeightedYCount

                                                                                                                                    func (x *LiftSeries) GetWeightedYCount() float64

                                                                                                                                    func (*LiftSeries) GetYBucket

                                                                                                                                    func (x *LiftSeries) GetYBucket() *LiftSeries_Bucket

                                                                                                                                    func (*LiftSeries) GetYCount

                                                                                                                                    func (x *LiftSeries) GetYCount() uint64

                                                                                                                                    func (*LiftSeries) GetYCountValue

                                                                                                                                    func (m *LiftSeries) GetYCountValue() isLiftSeries_YCountValue

                                                                                                                                    func (*LiftSeries) GetYInt

                                                                                                                                    func (x *LiftSeries) GetYInt() int32

                                                                                                                                    func (*LiftSeries) GetYString

                                                                                                                                    func (x *LiftSeries) GetYString() string

                                                                                                                                    func (*LiftSeries) GetYValue

                                                                                                                                    func (m *LiftSeries) GetYValue() isLiftSeries_YValue

                                                                                                                                    func (*LiftSeries) ProtoMessage

                                                                                                                                    func (*LiftSeries) ProtoMessage()

                                                                                                                                    func (*LiftSeries) ProtoReflect

                                                                                                                                    func (x *LiftSeries) ProtoReflect() protoreflect.Message

                                                                                                                                    func (*LiftSeries) Reset

                                                                                                                                    func (x *LiftSeries) Reset()

                                                                                                                                    func (*LiftSeries) String

                                                                                                                                    func (x *LiftSeries) String() string

                                                                                                                                    type LiftSeries_Bucket

                                                                                                                                    type LiftSeries_Bucket struct {
                                                                                                                                    
                                                                                                                                    	// The low value of the bucket, inclusive.
                                                                                                                                    	LowValue float64 `protobuf:"fixed64,1,opt,name=low_value,json=lowValue,proto3" json:"low_value,omitempty"`
                                                                                                                                    	// The high value of the bucket, exclusive (unless the high_value is
                                                                                                                                    	// positive infinity).
                                                                                                                                    	HighValue float64 `protobuf:"fixed64,2,opt,name=high_value,json=highValue,proto3" json:"high_value,omitempty"`
                                                                                                                                    	// contains filtered or unexported fields
                                                                                                                                    }

                                                                                                                                      A bucket for referring to binned numeric features.

                                                                                                                                      func (*LiftSeries_Bucket) Descriptor

                                                                                                                                      func (*LiftSeries_Bucket) Descriptor() ([]byte, []int)

                                                                                                                                        Deprecated: Use LiftSeries_Bucket.ProtoReflect.Descriptor instead.

                                                                                                                                        func (*LiftSeries_Bucket) GetHighValue

                                                                                                                                        func (x *LiftSeries_Bucket) GetHighValue() float64

                                                                                                                                        func (*LiftSeries_Bucket) GetLowValue

                                                                                                                                        func (x *LiftSeries_Bucket) GetLowValue() float64

                                                                                                                                        func (*LiftSeries_Bucket) ProtoMessage

                                                                                                                                        func (*LiftSeries_Bucket) ProtoMessage()

                                                                                                                                        func (*LiftSeries_Bucket) ProtoReflect

                                                                                                                                        func (x *LiftSeries_Bucket) ProtoReflect() protoreflect.Message

                                                                                                                                        func (*LiftSeries_Bucket) Reset

                                                                                                                                        func (x *LiftSeries_Bucket) Reset()

                                                                                                                                        func (*LiftSeries_Bucket) String

                                                                                                                                        func (x *LiftSeries_Bucket) String() string

                                                                                                                                        type LiftSeries_LiftValue

                                                                                                                                        type LiftSeries_LiftValue struct {
                                                                                                                                        
                                                                                                                                        	// Types that are assignable to XValue:
                                                                                                                                        	//	*LiftSeries_LiftValue_XInt
                                                                                                                                        	//	*LiftSeries_LiftValue_XString
                                                                                                                                        	XValue isLiftSeries_LiftValue_XValue `protobuf_oneof:"x_value"`
                                                                                                                                        	// P(path_y=y|path_x=x) / P(path_y=y) for x_value and the enclosing y_value.
                                                                                                                                        	// In terms of concrete fields, this number represents:
                                                                                                                                        	// (x_and_y_count / x_count) / (y_count / num_examples)
                                                                                                                                        	Lift float64 `protobuf:"fixed64,3,opt,name=lift,proto3" json:"lift,omitempty"`
                                                                                                                                        	// The number of examples in which x_value appears.
                                                                                                                                        	//
                                                                                                                                        	// Types that are assignable to XCountValue:
                                                                                                                                        	//	*LiftSeries_LiftValue_XCount
                                                                                                                                        	//	*LiftSeries_LiftValue_WeightedXCount
                                                                                                                                        	XCountValue isLiftSeries_LiftValue_XCountValue `protobuf_oneof:"x_count_value"`
                                                                                                                                        	// The number of examples in which x_value appears and y_value appears.
                                                                                                                                        	//
                                                                                                                                        	// Types that are assignable to XAndYCountValue:
                                                                                                                                        	//	*LiftSeries_LiftValue_XAndYCount
                                                                                                                                        	//	*LiftSeries_LiftValue_WeightedXAndYCount
                                                                                                                                        	XAndYCountValue isLiftSeries_LiftValue_XAndYCountValue `protobuf_oneof:"x_and_y_count_value"`
                                                                                                                                        	// contains filtered or unexported fields
                                                                                                                                        }

                                                                                                                                          A container for lift information about a specific value of path_x.

                                                                                                                                          func (*LiftSeries_LiftValue) Descriptor

                                                                                                                                          func (*LiftSeries_LiftValue) Descriptor() ([]byte, []int)

                                                                                                                                            Deprecated: Use LiftSeries_LiftValue.ProtoReflect.Descriptor instead.

                                                                                                                                            func (*LiftSeries_LiftValue) GetLift

                                                                                                                                            func (x *LiftSeries_LiftValue) GetLift() float64

                                                                                                                                            func (*LiftSeries_LiftValue) GetWeightedXAndYCount

                                                                                                                                            func (x *LiftSeries_LiftValue) GetWeightedXAndYCount() float64

                                                                                                                                            func (*LiftSeries_LiftValue) GetWeightedXCount

                                                                                                                                            func (x *LiftSeries_LiftValue) GetWeightedXCount() float64

                                                                                                                                            func (*LiftSeries_LiftValue) GetXAndYCount

                                                                                                                                            func (x *LiftSeries_LiftValue) GetXAndYCount() uint64

                                                                                                                                            func (*LiftSeries_LiftValue) GetXAndYCountValue

                                                                                                                                            func (m *LiftSeries_LiftValue) GetXAndYCountValue() isLiftSeries_LiftValue_XAndYCountValue

                                                                                                                                            func (*LiftSeries_LiftValue) GetXCount

                                                                                                                                            func (x *LiftSeries_LiftValue) GetXCount() uint64

                                                                                                                                            func (*LiftSeries_LiftValue) GetXCountValue

                                                                                                                                            func (m *LiftSeries_LiftValue) GetXCountValue() isLiftSeries_LiftValue_XCountValue

                                                                                                                                            func (*LiftSeries_LiftValue) GetXInt

                                                                                                                                            func (x *LiftSeries_LiftValue) GetXInt() int32

                                                                                                                                            func (*LiftSeries_LiftValue) GetXString

                                                                                                                                            func (x *LiftSeries_LiftValue) GetXString() string

                                                                                                                                            func (*LiftSeries_LiftValue) GetXValue

                                                                                                                                            func (m *LiftSeries_LiftValue) GetXValue() isLiftSeries_LiftValue_XValue

                                                                                                                                            func (*LiftSeries_LiftValue) ProtoMessage

                                                                                                                                            func (*LiftSeries_LiftValue) ProtoMessage()

                                                                                                                                            func (*LiftSeries_LiftValue) ProtoReflect

                                                                                                                                            func (x *LiftSeries_LiftValue) ProtoReflect() protoreflect.Message

                                                                                                                                            func (*LiftSeries_LiftValue) Reset

                                                                                                                                            func (x *LiftSeries_LiftValue) Reset()

                                                                                                                                            func (*LiftSeries_LiftValue) String

                                                                                                                                            func (x *LiftSeries_LiftValue) String() string

                                                                                                                                            type LiftSeries_LiftValue_WeightedXAndYCount

                                                                                                                                            type LiftSeries_LiftValue_WeightedXAndYCount struct {
                                                                                                                                            	WeightedXAndYCount float64 `protobuf:"fixed64,7,opt,name=weighted_x_and_y_count,json=weightedXAndYCount,proto3,oneof"`
                                                                                                                                            }

                                                                                                                                            type LiftSeries_LiftValue_WeightedXCount

                                                                                                                                            type LiftSeries_LiftValue_WeightedXCount struct {
                                                                                                                                            	WeightedXCount float64 `protobuf:"fixed64,5,opt,name=weighted_x_count,json=weightedXCount,proto3,oneof"`
                                                                                                                                            }

                                                                                                                                            type LiftSeries_LiftValue_XAndYCount

                                                                                                                                            type LiftSeries_LiftValue_XAndYCount struct {
                                                                                                                                            	XAndYCount uint64 `protobuf:"varint,6,opt,name=x_and_y_count,json=xAndYCount,proto3,oneof"`
                                                                                                                                            }

                                                                                                                                            type LiftSeries_LiftValue_XCount

                                                                                                                                            type LiftSeries_LiftValue_XCount struct {
                                                                                                                                            	XCount uint64 `protobuf:"varint,4,opt,name=x_count,json=xCount,proto3,oneof"`
                                                                                                                                            }

                                                                                                                                            type LiftSeries_LiftValue_XInt

                                                                                                                                            type LiftSeries_LiftValue_XInt struct {
                                                                                                                                            	XInt int32 `protobuf:"varint,1,opt,name=x_int,json=xInt,proto3,oneof"`
                                                                                                                                            }

                                                                                                                                            type LiftSeries_LiftValue_XString

                                                                                                                                            type LiftSeries_LiftValue_XString struct {
                                                                                                                                            	XString string `protobuf:"bytes,2,opt,name=x_string,json=xString,proto3,oneof"`
                                                                                                                                            }

                                                                                                                                            type LiftSeries_WeightedYCount

                                                                                                                                            type LiftSeries_WeightedYCount struct {
                                                                                                                                            	WeightedYCount float64 `protobuf:"fixed64,5,opt,name=weighted_y_count,json=weightedYCount,proto3,oneof"`
                                                                                                                                            }

                                                                                                                                            type LiftSeries_YBucket

                                                                                                                                            type LiftSeries_YBucket struct {
                                                                                                                                            	YBucket *LiftSeries_Bucket `protobuf:"bytes,3,opt,name=y_bucket,json=yBucket,proto3,oneof"`
                                                                                                                                            }

                                                                                                                                            type LiftSeries_YCount

                                                                                                                                            type LiftSeries_YCount struct {
                                                                                                                                            	YCount uint64 `protobuf:"varint,4,opt,name=y_count,json=yCount,proto3,oneof"`
                                                                                                                                            }

                                                                                                                                            type LiftSeries_YInt

                                                                                                                                            type LiftSeries_YInt struct {
                                                                                                                                            	YInt int32 `protobuf:"varint,1,opt,name=y_int,json=yInt,proto3,oneof"`
                                                                                                                                            }

                                                                                                                                            type LiftSeries_YString

                                                                                                                                            type LiftSeries_YString struct {
                                                                                                                                            	YString string `protobuf:"bytes,2,opt,name=y_string,json=yString,proto3,oneof"`
                                                                                                                                            }

                                                                                                                                            type LiftStatistics

                                                                                                                                            type LiftStatistics struct {
                                                                                                                                            
                                                                                                                                            	// Lift information for each value of path_y. Lift is defined for each pair of
                                                                                                                                            	// values (x,y) as P(path_y=y|path_x=x)/P(path_y=y).
                                                                                                                                            	LiftSeries []*LiftSeries `protobuf:"bytes,1,rep,name=lift_series,json=liftSeries,proto3" json:"lift_series,omitempty"`
                                                                                                                                            	// Weighted lift information for each value of path_y. Weighted lift is
                                                                                                                                            	// defined for each pair of values (x,y) as P(path_y=y|path_x=x)/P(path_y=y)
                                                                                                                                            	// where probabilities are computed over weighted example space.
                                                                                                                                            	WeightedLiftSeries []*LiftSeries `protobuf:"bytes,2,rep,name=weighted_lift_series,json=weightedLiftSeries,proto3" json:"weighted_lift_series,omitempty"`
                                                                                                                                            	// contains filtered or unexported fields
                                                                                                                                            }

                                                                                                                                            func (*LiftStatistics) Descriptor

                                                                                                                                            func (*LiftStatistics) Descriptor() ([]byte, []int)

                                                                                                                                              Deprecated: Use LiftStatistics.ProtoReflect.Descriptor instead.

                                                                                                                                              func (*LiftStatistics) GetLiftSeries

                                                                                                                                              func (x *LiftStatistics) GetLiftSeries() []*LiftSeries

                                                                                                                                              func (*LiftStatistics) GetWeightedLiftSeries

                                                                                                                                              func (x *LiftStatistics) GetWeightedLiftSeries() []*LiftSeries

                                                                                                                                              func (*LiftStatistics) ProtoMessage

                                                                                                                                              func (*LiftStatistics) ProtoMessage()

                                                                                                                                              func (*LiftStatistics) ProtoReflect

                                                                                                                                              func (x *LiftStatistics) ProtoReflect() protoreflect.Message

                                                                                                                                              func (*LiftStatistics) Reset

                                                                                                                                              func (x *LiftStatistics) Reset()

                                                                                                                                              func (*LiftStatistics) String

                                                                                                                                              func (x *LiftStatistics) String() string

                                                                                                                                              type MIDDomain

                                                                                                                                              type MIDDomain struct {
                                                                                                                                              	// contains filtered or unexported fields
                                                                                                                                              }

                                                                                                                                                Knowledge graph ID, see: https://www.wikidata.org/wiki/Property:P646

                                                                                                                                                func (*MIDDomain) Descriptor

                                                                                                                                                func (*MIDDomain) Descriptor() ([]byte, []int)

                                                                                                                                                  Deprecated: Use MIDDomain.ProtoReflect.Descriptor instead.

                                                                                                                                                  func (*MIDDomain) ProtoMessage

                                                                                                                                                  func (*MIDDomain) ProtoMessage()

                                                                                                                                                  func (*MIDDomain) ProtoReflect

                                                                                                                                                  func (x *MIDDomain) ProtoReflect() protoreflect.Message

                                                                                                                                                  func (*MIDDomain) Reset

                                                                                                                                                  func (x *MIDDomain) Reset()

                                                                                                                                                  func (*MIDDomain) String

                                                                                                                                                  func (x *MIDDomain) String() string

                                                                                                                                                  type NaturalLanguageDomain

                                                                                                                                                  type NaturalLanguageDomain struct {
                                                                                                                                                  	// contains filtered or unexported fields
                                                                                                                                                  }

                                                                                                                                                    Natural language text.

                                                                                                                                                    func (*NaturalLanguageDomain) Descriptor

                                                                                                                                                    func (*NaturalLanguageDomain) Descriptor() ([]byte, []int)

                                                                                                                                                      Deprecated: Use NaturalLanguageDomain.ProtoReflect.Descriptor instead.

                                                                                                                                                      func (*NaturalLanguageDomain) ProtoMessage

                                                                                                                                                      func (*NaturalLanguageDomain) ProtoMessage()

                                                                                                                                                      func (*NaturalLanguageDomain) ProtoReflect

                                                                                                                                                      func (x *NaturalLanguageDomain) ProtoReflect() protoreflect.Message

                                                                                                                                                      func (*NaturalLanguageDomain) Reset

                                                                                                                                                      func (x *NaturalLanguageDomain) Reset()

                                                                                                                                                      func (*NaturalLanguageDomain) String

                                                                                                                                                      func (x *NaturalLanguageDomain) String() string

                                                                                                                                                      type NumericCrossStatistics

                                                                                                                                                      type NumericCrossStatistics struct {
                                                                                                                                                      
                                                                                                                                                      	// Pearson product-moment correlation coefficient.
                                                                                                                                                      	Correlation float32 `protobuf:"fixed32,1,opt,name=correlation,proto3" json:"correlation,omitempty"`
                                                                                                                                                      	// Standard covariance. E[(X-E[X])*(Y-E[Y])]
                                                                                                                                                      	Covariance float32 `protobuf:"fixed32,2,opt,name=covariance,proto3" json:"covariance,omitempty"`
                                                                                                                                                      	// contains filtered or unexported fields
                                                                                                                                                      }

                                                                                                                                                      func (*NumericCrossStatistics) Descriptor

                                                                                                                                                      func (*NumericCrossStatistics) Descriptor() ([]byte, []int)

                                                                                                                                                        Deprecated: Use NumericCrossStatistics.ProtoReflect.Descriptor instead.

                                                                                                                                                        func (*NumericCrossStatistics) GetCorrelation

                                                                                                                                                        func (x *NumericCrossStatistics) GetCorrelation() float32

                                                                                                                                                        func (*NumericCrossStatistics) GetCovariance

                                                                                                                                                        func (x *NumericCrossStatistics) GetCovariance() float32

                                                                                                                                                        func (*NumericCrossStatistics) ProtoMessage

                                                                                                                                                        func (*NumericCrossStatistics) ProtoMessage()

                                                                                                                                                        func (*NumericCrossStatistics) ProtoReflect

                                                                                                                                                        func (x *NumericCrossStatistics) ProtoReflect() protoreflect.Message

                                                                                                                                                        func (*NumericCrossStatistics) Reset

                                                                                                                                                        func (x *NumericCrossStatistics) Reset()

                                                                                                                                                        func (*NumericCrossStatistics) String

                                                                                                                                                        func (x *NumericCrossStatistics) String() string

                                                                                                                                                        type NumericStatistics

                                                                                                                                                        type NumericStatistics struct {
                                                                                                                                                        	CommonStats *CommonStatistics `protobuf:"bytes,1,opt,name=common_stats,json=commonStats,proto3" json:"common_stats,omitempty"`
                                                                                                                                                        	// The mean of the values
                                                                                                                                                        	Mean float64 `protobuf:"fixed64,2,opt,name=mean,proto3" json:"mean,omitempty"`
                                                                                                                                                        	// The standard deviation of the values
                                                                                                                                                        	StdDev float64 `protobuf:"fixed64,3,opt,name=std_dev,json=stdDev,proto3" json:"std_dev,omitempty"`
                                                                                                                                                        	// The number of values that equal 0
                                                                                                                                                        	NumZeros uint64 `protobuf:"varint,4,opt,name=num_zeros,json=numZeros,proto3" json:"num_zeros,omitempty"`
                                                                                                                                                        	// The minimum value
                                                                                                                                                        	Min float64 `protobuf:"fixed64,5,opt,name=min,proto3" json:"min,omitempty"`
                                                                                                                                                        	// The median value
                                                                                                                                                        	Median float64 `protobuf:"fixed64,6,opt,name=median,proto3" json:"median,omitempty"`
                                                                                                                                                        	// The maximum value
                                                                                                                                                        	Max float64 `protobuf:"fixed64,7,opt,name=max,proto3" json:"max,omitempty"`
                                                                                                                                                        	// The histogram(s) of the feature values.
                                                                                                                                                        	Histograms []*Histogram `protobuf:"bytes,8,rep,name=histograms,proto3" json:"histograms,omitempty"`
                                                                                                                                                        	// Weighted statistics for the feature, if the values have weights.
                                                                                                                                                        	WeightedNumericStats *WeightedNumericStatistics `protobuf:"bytes,9,opt,name=weighted_numeric_stats,json=weightedNumericStats,proto3" json:"weighted_numeric_stats,omitempty"`
                                                                                                                                                        	// contains filtered or unexported fields
                                                                                                                                                        }

                                                                                                                                                          Statistics for a numeric feature in a dataset.

                                                                                                                                                          func (*NumericStatistics) Descriptor

                                                                                                                                                          func (*NumericStatistics) Descriptor() ([]byte, []int)

                                                                                                                                                            Deprecated: Use NumericStatistics.ProtoReflect.Descriptor instead.

                                                                                                                                                            func (*NumericStatistics) GetCommonStats

                                                                                                                                                            func (x *NumericStatistics) GetCommonStats() *CommonStatistics

                                                                                                                                                            func (*NumericStatistics) GetHistograms

                                                                                                                                                            func (x *NumericStatistics) GetHistograms() []*Histogram

                                                                                                                                                            func (*NumericStatistics) GetMax

                                                                                                                                                            func (x *NumericStatistics) GetMax() float64

                                                                                                                                                            func (*NumericStatistics) GetMean

                                                                                                                                                            func (x *NumericStatistics) GetMean() float64

                                                                                                                                                            func (*NumericStatistics) GetMedian

                                                                                                                                                            func (x *NumericStatistics) GetMedian() float64

                                                                                                                                                            func (*NumericStatistics) GetMin

                                                                                                                                                            func (x *NumericStatistics) GetMin() float64

                                                                                                                                                            func (*NumericStatistics) GetNumZeros

                                                                                                                                                            func (x *NumericStatistics) GetNumZeros() uint64

                                                                                                                                                            func (*NumericStatistics) GetStdDev

                                                                                                                                                            func (x *NumericStatistics) GetStdDev() float64

                                                                                                                                                            func (*NumericStatistics) GetWeightedNumericStats

                                                                                                                                                            func (x *NumericStatistics) GetWeightedNumericStats() *WeightedNumericStatistics

                                                                                                                                                            func (*NumericStatistics) ProtoMessage

                                                                                                                                                            func (*NumericStatistics) ProtoMessage()

                                                                                                                                                            func (*NumericStatistics) ProtoReflect

                                                                                                                                                            func (x *NumericStatistics) ProtoReflect() protoreflect.Message

                                                                                                                                                            func (*NumericStatistics) Reset

                                                                                                                                                            func (x *NumericStatistics) Reset()

                                                                                                                                                            func (*NumericStatistics) String

                                                                                                                                                            func (x *NumericStatistics) String() string

                                                                                                                                                            type NumericValueComparator

                                                                                                                                                            type NumericValueComparator struct {
                                                                                                                                                            	MinFractionThreshold *float64 `protobuf:"fixed64,1,opt,name=min_fraction_threshold,json=minFractionThreshold" json:"min_fraction_threshold,omitempty"`
                                                                                                                                                            	MaxFractionThreshold *float64 `protobuf:"fixed64,2,opt,name=max_fraction_threshold,json=maxFractionThreshold" json:"max_fraction_threshold,omitempty"`
                                                                                                                                                            	// contains filtered or unexported fields
                                                                                                                                                            }

                                                                                                                                                              Checks that the ratio of the current value to the previous value is not below the min_fraction_threshold or above the max_fraction_threshold. That is, previous value * min_fraction_threshold <= current value <= previous value * max_fraction_threshold. To specify that the value cannot change, set both min_fraction_threshold and max_fraction_threshold to 1.0.

                                                                                                                                                              func (*NumericValueComparator) Descriptor

                                                                                                                                                              func (*NumericValueComparator) Descriptor() ([]byte, []int)

                                                                                                                                                                Deprecated: Use NumericValueComparator.ProtoReflect.Descriptor instead.

                                                                                                                                                                func (*NumericValueComparator) GetMaxFractionThreshold

                                                                                                                                                                func (x *NumericValueComparator) GetMaxFractionThreshold() float64

                                                                                                                                                                func (*NumericValueComparator) GetMinFractionThreshold

                                                                                                                                                                func (x *NumericValueComparator) GetMinFractionThreshold() float64

                                                                                                                                                                func (*NumericValueComparator) ProtoMessage

                                                                                                                                                                func (*NumericValueComparator) ProtoMessage()

                                                                                                                                                                func (*NumericValueComparator) ProtoReflect

                                                                                                                                                                func (x *NumericValueComparator) ProtoReflect() protoreflect.Message

                                                                                                                                                                func (*NumericValueComparator) Reset

                                                                                                                                                                func (x *NumericValueComparator) Reset()

                                                                                                                                                                func (*NumericValueComparator) String

                                                                                                                                                                func (x *NumericValueComparator) String() string

                                                                                                                                                                type Path

                                                                                                                                                                type Path struct {
                                                                                                                                                                
                                                                                                                                                                	// Any string is a valid step.
                                                                                                                                                                	// However, whenever possible have a step be [A-Za-z0-9_]+.
                                                                                                                                                                	Step []string `protobuf:"bytes,1,rep,name=step" json:"step,omitempty"`
                                                                                                                                                                	// contains filtered or unexported fields
                                                                                                                                                                }

                                                                                                                                                                  A path is a more general substitute for the name of a field or feature that can be used for flat examples as well as structured data. For example, if we had data in a protocol buffer: message Person {

                                                                                                                                                                  int age = 1;
                                                                                                                                                                  optional string gender = 2;
                                                                                                                                                                  repeated Person parent = 3;
                                                                                                                                                                  

                                                                                                                                                                  } Thus, here the path {step:["parent", "age"]} in statistics would refer to the age of a parent, and {step:["parent", "parent", "age"]} would refer to the age of a grandparent. This allows us to distinguish between the statistics of parents' ages and grandparents' ages. In general, repeated messages are to be preferred to linked lists of arbitrary length. For SequenceExample, if we have a feature list "foo", this is represented by {step:["##SEQUENCE##", "foo"]}.

                                                                                                                                                                  func (*Path) Descriptor

                                                                                                                                                                  func (*Path) Descriptor() ([]byte, []int)

                                                                                                                                                                    Deprecated: Use Path.ProtoReflect.Descriptor instead.

                                                                                                                                                                    func (*Path) GetStep

                                                                                                                                                                    func (x *Path) GetStep() []string

                                                                                                                                                                    func (*Path) ProtoMessage

                                                                                                                                                                    func (*Path) ProtoMessage()

                                                                                                                                                                    func (*Path) ProtoReflect

                                                                                                                                                                    func (x *Path) ProtoReflect() protoreflect.Message

                                                                                                                                                                    func (*Path) Reset

                                                                                                                                                                    func (x *Path) Reset()

                                                                                                                                                                    func (*Path) String

                                                                                                                                                                    func (x *Path) String() string

                                                                                                                                                                    type RankHistogram

                                                                                                                                                                    type RankHistogram struct {
                                                                                                                                                                    
                                                                                                                                                                    	// A list of buckets in the histogram, sorted from lowest-ranked bucket to
                                                                                                                                                                    	// highest-ranked bucket.
                                                                                                                                                                    	Buckets []*RankHistogram_Bucket `protobuf:"bytes,1,rep,name=buckets,proto3" json:"buckets,omitempty"`
                                                                                                                                                                    	// An optional descriptive name of the histogram, to be used for labeling.
                                                                                                                                                                    	Name string `protobuf:"bytes,2,opt,name=name,proto3" json:"name,omitempty"`
                                                                                                                                                                    	// contains filtered or unexported fields
                                                                                                                                                                    }

                                                                                                                                                                      The data used to create a rank histogram of a non-numeric feature of a dataset. The rank of a value in a feature can be used as a measure of how commonly the value is found in the entire dataset. With bucket sizes of one, this becomes a distribution function of all feature values.

                                                                                                                                                                      func (*RankHistogram) Descriptor

                                                                                                                                                                      func (*RankHistogram) Descriptor() ([]byte, []int)

                                                                                                                                                                        Deprecated: Use RankHistogram.ProtoReflect.Descriptor instead.

                                                                                                                                                                        func (*RankHistogram) GetBuckets

                                                                                                                                                                        func (x *RankHistogram) GetBuckets() []*RankHistogram_Bucket

                                                                                                                                                                        func (*RankHistogram) GetName

                                                                                                                                                                        func (x *RankHistogram) GetName() string

                                                                                                                                                                        func (*RankHistogram) ProtoMessage

                                                                                                                                                                        func (*RankHistogram) ProtoMessage()

                                                                                                                                                                        func (*RankHistogram) ProtoReflect

                                                                                                                                                                        func (x *RankHistogram) ProtoReflect() protoreflect.Message

                                                                                                                                                                        func (*RankHistogram) Reset

                                                                                                                                                                        func (x *RankHistogram) Reset()

                                                                                                                                                                        func (*RankHistogram) String

                                                                                                                                                                        func (x *RankHistogram) String() string

                                                                                                                                                                        type RankHistogram_Bucket

                                                                                                                                                                        type RankHistogram_Bucket struct {
                                                                                                                                                                        
                                                                                                                                                                        	// The low rank of the bucket, inclusive.
                                                                                                                                                                        	LowRank uint64 `protobuf:"varint,1,opt,name=low_rank,json=lowRank,proto3" json:"low_rank,omitempty"`
                                                                                                                                                                        	// The high rank of the bucket, exclusive.
                                                                                                                                                                        	HighRank uint64 `protobuf:"varint,2,opt,name=high_rank,json=highRank,proto3" json:"high_rank,omitempty"`
                                                                                                                                                                        	// The label for the bucket. Can be used to list or summarize the values in
                                                                                                                                                                        	// this rank bucket.
                                                                                                                                                                        	Label string `protobuf:"bytes,4,opt,name=label,proto3" json:"label,omitempty"`
                                                                                                                                                                        	// The number of items in the bucket. Stored as a double to be able to
                                                                                                                                                                        	// handle weighted histograms.
                                                                                                                                                                        	SampleCount float64 `protobuf:"fixed64,5,opt,name=sample_count,json=sampleCount,proto3" json:"sample_count,omitempty"`
                                                                                                                                                                        	// contains filtered or unexported fields
                                                                                                                                                                        }

                                                                                                                                                                          Each bucket defines its start and end ranks along with its count.

                                                                                                                                                                          func (*RankHistogram_Bucket) Descriptor

                                                                                                                                                                          func (*RankHistogram_Bucket) Descriptor() ([]byte, []int)

                                                                                                                                                                            Deprecated: Use RankHistogram_Bucket.ProtoReflect.Descriptor instead.

                                                                                                                                                                            func (*RankHistogram_Bucket) GetHighRank

                                                                                                                                                                            func (x *RankHistogram_Bucket) GetHighRank() uint64

                                                                                                                                                                            func (*RankHistogram_Bucket) GetLabel

                                                                                                                                                                            func (x *RankHistogram_Bucket) GetLabel() string

                                                                                                                                                                            func (*RankHistogram_Bucket) GetLowRank

                                                                                                                                                                            func (x *RankHistogram_Bucket) GetLowRank() uint64

                                                                                                                                                                            func (*RankHistogram_Bucket) GetSampleCount

                                                                                                                                                                            func (x *RankHistogram_Bucket) GetSampleCount() float64

                                                                                                                                                                            func (*RankHistogram_Bucket) ProtoMessage

                                                                                                                                                                            func (*RankHistogram_Bucket) ProtoMessage()

                                                                                                                                                                            func (*RankHistogram_Bucket) ProtoReflect

                                                                                                                                                                            func (x *RankHistogram_Bucket) ProtoReflect() protoreflect.Message

                                                                                                                                                                            func (*RankHistogram_Bucket) Reset

                                                                                                                                                                            func (x *RankHistogram_Bucket) Reset()

                                                                                                                                                                            func (*RankHistogram_Bucket) String

                                                                                                                                                                            func (x *RankHistogram_Bucket) String() string

                                                                                                                                                                            type Schema

                                                                                                                                                                            type Schema struct {
                                                                                                                                                                            
                                                                                                                                                                            	// Features described in this schema.
                                                                                                                                                                            	Feature []*Feature `protobuf:"bytes,1,rep,name=feature" json:"feature,omitempty"`
                                                                                                                                                                            	// Sparse features described in this schema.
                                                                                                                                                                            	SparseFeature []*SparseFeature `protobuf:"bytes,6,rep,name=sparse_feature,json=sparseFeature" json:"sparse_feature,omitempty"`
                                                                                                                                                                            	// Weighted features described in this schema.
                                                                                                                                                                            	WeightedFeature []*WeightedFeature `protobuf:"bytes,12,rep,name=weighted_feature,json=weightedFeature" json:"weighted_feature,omitempty"`
                                                                                                                                                                            	// declared as top-level features in <feature>.
                                                                                                                                                                            	// String domains referenced in the features.
                                                                                                                                                                            	StringDomain []*StringDomain `protobuf:"bytes,4,rep,name=string_domain,json=stringDomain" json:"string_domain,omitempty"`
                                                                                                                                                                            	// top level float domains that can be reused by features
                                                                                                                                                                            	FloatDomain []*FloatDomain `protobuf:"bytes,9,rep,name=float_domain,json=floatDomain" json:"float_domain,omitempty"`
                                                                                                                                                                            	// top level int domains that can be reused by features
                                                                                                                                                                            	IntDomain []*IntDomain `protobuf:"bytes,10,rep,name=int_domain,json=intDomain" json:"int_domain,omitempty"`
                                                                                                                                                                            	// Default environments for each feature.
                                                                                                                                                                            	// An environment represents both a type of location (e.g. a server or phone)
                                                                                                                                                                            	// and a time (e.g. right before model X is run). In the standard scenario,
                                                                                                                                                                            	// 99% of the features should be in the default environments TRAINING,
                                                                                                                                                                            	// SERVING, and the LABEL (or labels) AND WEIGHT is only available at TRAINING
                                                                                                                                                                            	// (not at serving).
                                                                                                                                                                            	// Other possible variations:
                                                                                                                                                                            	// 1. There may be TRAINING_MOBILE, SERVING_MOBILE, TRAINING_SERVICE,
                                                                                                                                                                            	//    and SERVING_SERVICE.
                                                                                                                                                                            	// 2. If one is ensembling three models, where the predictions of the first
                                                                                                                                                                            	//    three models are available for the ensemble model, there may be
                                                                                                                                                                            	//    TRAINING, SERVING_INITIAL, SERVING_ENSEMBLE.
                                                                                                                                                                            	// See FeatureProto::not_in_environment and FeatureProto::in_environment.
                                                                                                                                                                            	DefaultEnvironment []string `protobuf:"bytes,5,rep,name=default_environment,json=defaultEnvironment" json:"default_environment,omitempty"`
                                                                                                                                                                            	// Additional information about the schema as a whole. Features may also
                                                                                                                                                                            	// be annotated individually.
                                                                                                                                                                            	Annotation *Annotation `protobuf:"bytes,8,opt,name=annotation" json:"annotation,omitempty"`
                                                                                                                                                                            	// Dataset-level constraints. This is currently used for specifying
                                                                                                                                                                            	// information about changes in num_examples.
                                                                                                                                                                            	DatasetConstraints *DatasetConstraints `protobuf:"bytes,11,opt,name=dataset_constraints,json=datasetConstraints" json:"dataset_constraints,omitempty"`
                                                                                                                                                                            	// TensorRepresentation groups. The keys are the names of the groups.
                                                                                                                                                                            	// Key "" (empty string) denotes the "default" group, which is what should
                                                                                                                                                                            	// be used when a group name is not provided.
                                                                                                                                                                            	// See the documentation at TensorRepresentationGroup for more info.
                                                                                                                                                                            	// Under development. DO NOT USE.
                                                                                                                                                                            	TensorRepresentationGroup map[string]*TensorRepresentationGroup `` /* 206-byte string literal not displayed */
                                                                                                                                                                            	// contains filtered or unexported fields
                                                                                                                                                                            }

                                                                                                                                                                              Message to represent schema information. NextID: 14

                                                                                                                                                                              func (*Schema) Descriptor

                                                                                                                                                                              func (*Schema) Descriptor() ([]byte, []int)

                                                                                                                                                                                Deprecated: Use Schema.ProtoReflect.Descriptor instead.

                                                                                                                                                                                func (*Schema) GetAnnotation

                                                                                                                                                                                func (x *Schema) GetAnnotation() *Annotation

                                                                                                                                                                                func (*Schema) GetDatasetConstraints

                                                                                                                                                                                func (x *Schema) GetDatasetConstraints() *DatasetConstraints

                                                                                                                                                                                func (*Schema) GetDefaultEnvironment

                                                                                                                                                                                func (x *Schema) GetDefaultEnvironment() []string

                                                                                                                                                                                func (*Schema) GetFeature

                                                                                                                                                                                func (x *Schema) GetFeature() []*Feature

                                                                                                                                                                                func (*Schema) GetFloatDomain

                                                                                                                                                                                func (x *Schema) GetFloatDomain() []*FloatDomain

                                                                                                                                                                                func (*Schema) GetIntDomain

                                                                                                                                                                                func (x *Schema) GetIntDomain() []*IntDomain

                                                                                                                                                                                func (*Schema) GetSparseFeature

                                                                                                                                                                                func (x *Schema) GetSparseFeature() []*SparseFeature

                                                                                                                                                                                func (*Schema) GetStringDomain

                                                                                                                                                                                func (x *Schema) GetStringDomain() []*StringDomain

                                                                                                                                                                                func (*Schema) GetTensorRepresentationGroup

                                                                                                                                                                                func (x *Schema) GetTensorRepresentationGroup() map[string]*TensorRepresentationGroup

                                                                                                                                                                                func (*Schema) GetWeightedFeature

                                                                                                                                                                                func (x *Schema) GetWeightedFeature() []*WeightedFeature

                                                                                                                                                                                func (*Schema) ProtoMessage

                                                                                                                                                                                func (*Schema) ProtoMessage()

                                                                                                                                                                                func (*Schema) ProtoReflect

                                                                                                                                                                                func (x *Schema) ProtoReflect() protoreflect.Message

                                                                                                                                                                                func (*Schema) Reset

                                                                                                                                                                                func (x *Schema) Reset()

                                                                                                                                                                                func (*Schema) String

                                                                                                                                                                                func (x *Schema) String() string

                                                                                                                                                                                type SparseFeature

                                                                                                                                                                                type SparseFeature struct {
                                                                                                                                                                                
                                                                                                                                                                                	// Name for the sparse feature. This should not clash with other features in
                                                                                                                                                                                	// the same schema.
                                                                                                                                                                                	Name *string `protobuf:"bytes,1,opt,name=name" json:"name,omitempty"` // required
                                                                                                                                                                                	// This field is no longer supported. Instead, use:
                                                                                                                                                                                	// lifecycle_stage: DEPRECATED
                                                                                                                                                                                	// TODO(b/111450258): remove this.
                                                                                                                                                                                	//
                                                                                                                                                                                	// Deprecated: Do not use.
                                                                                                                                                                                	Deprecated *bool `protobuf:"varint,2,opt,name=deprecated" json:"deprecated,omitempty"`
                                                                                                                                                                                	// The lifecycle_stage determines where a feature is expected to be used,
                                                                                                                                                                                	// and therefore how important issues with it are.
                                                                                                                                                                                	LifecycleStage *LifecycleStage `` /* 140-byte string literal not displayed */
                                                                                                                                                                                	// Constraints on the presence of this feature in examples.
                                                                                                                                                                                	// Deprecated, this is inferred by the referred features.
                                                                                                                                                                                	//
                                                                                                                                                                                	// Deprecated: Do not use.
                                                                                                                                                                                	Presence *FeaturePresence `protobuf:"bytes,4,opt,name=presence" json:"presence,omitempty"`
                                                                                                                                                                                	// Shape of the sparse tensor that this SparseFeature represents.
                                                                                                                                                                                	// Currently not supported.
                                                                                                                                                                                	// TODO(b/109669962): Consider deriving this from the referred features.
                                                                                                                                                                                	DenseShape *FixedShape `protobuf:"bytes,5,opt,name=dense_shape,json=denseShape" json:"dense_shape,omitempty"`
                                                                                                                                                                                	// Features that represent indexes. Should be integers >= 0.
                                                                                                                                                                                	IndexFeature []*SparseFeature_IndexFeature `protobuf:"bytes,6,rep,name=index_feature,json=indexFeature" json:"index_feature,omitempty"` // at least one
                                                                                                                                                                                	// If true then the index values are already sorted lexicographically.
                                                                                                                                                                                	IsSorted     *bool                       `protobuf:"varint,8,opt,name=is_sorted,json=isSorted" json:"is_sorted,omitempty"`
                                                                                                                                                                                	ValueFeature *SparseFeature_ValueFeature `protobuf:"bytes,9,opt,name=value_feature,json=valueFeature" json:"value_feature,omitempty"` // required
                                                                                                                                                                                	// Type of value feature.
                                                                                                                                                                                	// Deprecated, this is inferred by the referred features.
                                                                                                                                                                                	//
                                                                                                                                                                                	// Deprecated: Do not use.
                                                                                                                                                                                	Type *FeatureType `protobuf:"varint,10,opt,name=type,enum=tensorflow.metadata.v0.FeatureType" json:"type,omitempty"`
                                                                                                                                                                                	// contains filtered or unexported fields
                                                                                                                                                                                }

                                                                                                                                                                                  A sparse feature represents a sparse tensor that is encoded with a combination of raw features, namely index features and a value feature. Each index feature defines a list of indices in a different dimension.

                                                                                                                                                                                  func (*SparseFeature) Descriptor

                                                                                                                                                                                  func (*SparseFeature) Descriptor() ([]byte, []int)

                                                                                                                                                                                    Deprecated: Use SparseFeature.ProtoReflect.Descriptor instead.

                                                                                                                                                                                    func (*SparseFeature) GetDenseShape

                                                                                                                                                                                    func (x *SparseFeature) GetDenseShape() *FixedShape

                                                                                                                                                                                    func (*SparseFeature) GetDeprecated

                                                                                                                                                                                    func (x *SparseFeature) GetDeprecated() bool

                                                                                                                                                                                      Deprecated: Do not use.

                                                                                                                                                                                      func (*SparseFeature) GetIndexFeature

                                                                                                                                                                                      func (x *SparseFeature) GetIndexFeature() []*SparseFeature_IndexFeature

                                                                                                                                                                                      func (*SparseFeature) GetIsSorted

                                                                                                                                                                                      func (x *SparseFeature) GetIsSorted() bool

                                                                                                                                                                                      func (*SparseFeature) GetLifecycleStage

                                                                                                                                                                                      func (x *SparseFeature) GetLifecycleStage() LifecycleStage

                                                                                                                                                                                      func (*SparseFeature) GetName

                                                                                                                                                                                      func (x *SparseFeature) GetName() string

                                                                                                                                                                                      func (*SparseFeature) GetPresence

                                                                                                                                                                                      func (x *SparseFeature) GetPresence() *FeaturePresence

                                                                                                                                                                                        Deprecated: Do not use.

                                                                                                                                                                                        func (*SparseFeature) GetType

                                                                                                                                                                                        func (x *SparseFeature) GetType() FeatureType

                                                                                                                                                                                          Deprecated: Do not use.

                                                                                                                                                                                          func (*SparseFeature) GetValueFeature

                                                                                                                                                                                          func (x *SparseFeature) GetValueFeature() *SparseFeature_ValueFeature

                                                                                                                                                                                          func (*SparseFeature) ProtoMessage

                                                                                                                                                                                          func (*SparseFeature) ProtoMessage()

                                                                                                                                                                                          func (*SparseFeature) ProtoReflect

                                                                                                                                                                                          func (x *SparseFeature) ProtoReflect() protoreflect.Message

                                                                                                                                                                                          func (*SparseFeature) Reset

                                                                                                                                                                                          func (x *SparseFeature) Reset()

                                                                                                                                                                                          func (*SparseFeature) String

                                                                                                                                                                                          func (x *SparseFeature) String() string

                                                                                                                                                                                          type SparseFeature_IndexFeature

                                                                                                                                                                                          type SparseFeature_IndexFeature struct {
                                                                                                                                                                                          
                                                                                                                                                                                          	// Name of the index-feature. This should be a reference to an existing
                                                                                                                                                                                          	// feature in the schema.
                                                                                                                                                                                          	Name *string `protobuf:"bytes,1,opt,name=name" json:"name,omitempty"`
                                                                                                                                                                                          	// contains filtered or unexported fields
                                                                                                                                                                                          }

                                                                                                                                                                                          func (*SparseFeature_IndexFeature) Descriptor

                                                                                                                                                                                          func (*SparseFeature_IndexFeature) Descriptor() ([]byte, []int)

                                                                                                                                                                                            Deprecated: Use SparseFeature_IndexFeature.ProtoReflect.Descriptor instead.

                                                                                                                                                                                            func (*SparseFeature_IndexFeature) GetName

                                                                                                                                                                                            func (x *SparseFeature_IndexFeature) GetName() string

                                                                                                                                                                                            func (*SparseFeature_IndexFeature) ProtoMessage

                                                                                                                                                                                            func (*SparseFeature_IndexFeature) ProtoMessage()

                                                                                                                                                                                            func (*SparseFeature_IndexFeature) ProtoReflect

                                                                                                                                                                                            func (*SparseFeature_IndexFeature) Reset

                                                                                                                                                                                            func (x *SparseFeature_IndexFeature) Reset()

                                                                                                                                                                                            func (*SparseFeature_IndexFeature) String

                                                                                                                                                                                            func (x *SparseFeature_IndexFeature) String() string

                                                                                                                                                                                            type SparseFeature_ValueFeature

                                                                                                                                                                                            type SparseFeature_ValueFeature struct {
                                                                                                                                                                                            
                                                                                                                                                                                            	// Name of the value-feature. This should be a reference to an existing
                                                                                                                                                                                            	// feature in the schema.
                                                                                                                                                                                            	Name *string `protobuf:"bytes,1,opt,name=name" json:"name,omitempty"`
                                                                                                                                                                                            	// contains filtered or unexported fields
                                                                                                                                                                                            }

                                                                                                                                                                                            func (*SparseFeature_ValueFeature) Descriptor

                                                                                                                                                                                            func (*SparseFeature_ValueFeature) Descriptor() ([]byte, []int)

                                                                                                                                                                                              Deprecated: Use SparseFeature_ValueFeature.ProtoReflect.Descriptor instead.

                                                                                                                                                                                              func (*SparseFeature_ValueFeature) GetName

                                                                                                                                                                                              func (x *SparseFeature_ValueFeature) GetName() string

                                                                                                                                                                                              func (*SparseFeature_ValueFeature) ProtoMessage

                                                                                                                                                                                              func (*SparseFeature_ValueFeature) ProtoMessage()

                                                                                                                                                                                              func (*SparseFeature_ValueFeature) ProtoReflect

                                                                                                                                                                                              func (*SparseFeature_ValueFeature) Reset

                                                                                                                                                                                              func (x *SparseFeature_ValueFeature) Reset()

                                                                                                                                                                                              func (*SparseFeature_ValueFeature) String

                                                                                                                                                                                              func (x *SparseFeature_ValueFeature) String() string

                                                                                                                                                                                              type StringDomain

                                                                                                                                                                                              type StringDomain struct {
                                                                                                                                                                                              
                                                                                                                                                                                              	// Id of the domain. Required if the domain is defined at the schema level. If
                                                                                                                                                                                              	// so, then the name must be unique within the schema.
                                                                                                                                                                                              	Name *string `protobuf:"bytes,1,opt,name=name" json:"name,omitempty"`
                                                                                                                                                                                              	// The values appearing in the domain.
                                                                                                                                                                                              	Value []string `protobuf:"bytes,2,rep,name=value" json:"value,omitempty"`
                                                                                                                                                                                              	// contains filtered or unexported fields
                                                                                                                                                                                              }

                                                                                                                                                                                                Encodes information for domains of string values.

                                                                                                                                                                                                func (*StringDomain) Descriptor

                                                                                                                                                                                                func (*StringDomain) Descriptor() ([]byte, []int)

                                                                                                                                                                                                  Deprecated: Use StringDomain.ProtoReflect.Descriptor instead.

                                                                                                                                                                                                  func (*StringDomain) GetName

                                                                                                                                                                                                  func (x *StringDomain) GetName() string

                                                                                                                                                                                                  func (*StringDomain) GetValue

                                                                                                                                                                                                  func (x *StringDomain) GetValue() []string

                                                                                                                                                                                                  func (*StringDomain) ProtoMessage

                                                                                                                                                                                                  func (*StringDomain) ProtoMessage()

                                                                                                                                                                                                  func (*StringDomain) ProtoReflect

                                                                                                                                                                                                  func (x *StringDomain) ProtoReflect() protoreflect.Message

                                                                                                                                                                                                  func (*StringDomain) Reset

                                                                                                                                                                                                  func (x *StringDomain) Reset()

                                                                                                                                                                                                  func (*StringDomain) String

                                                                                                                                                                                                  func (x *StringDomain) String() string

                                                                                                                                                                                                  type StringStatistics

                                                                                                                                                                                                  type StringStatistics struct {
                                                                                                                                                                                                  	CommonStats *CommonStatistics `protobuf:"bytes,1,opt,name=common_stats,json=commonStats,proto3" json:"common_stats,omitempty"`
                                                                                                                                                                                                  	// The number of unique values
                                                                                                                                                                                                  	Unique uint64 `protobuf:"varint,2,opt,name=unique,proto3" json:"unique,omitempty"`
                                                                                                                                                                                                  	// A sorted list of the most-frequent values and their frequencies, with
                                                                                                                                                                                                  	// the most-frequent being first.
                                                                                                                                                                                                  	TopValues []*StringStatistics_FreqAndValue `protobuf:"bytes,3,rep,name=top_values,json=topValues,proto3" json:"top_values,omitempty"`
                                                                                                                                                                                                  	// The average length of the values
                                                                                                                                                                                                  	AvgLength float32 `protobuf:"fixed32,4,opt,name=avg_length,json=avgLength,proto3" json:"avg_length,omitempty"`
                                                                                                                                                                                                  	// The rank histogram for the values of the feature.
                                                                                                                                                                                                  	// The rank is used to measure of how commonly the value is found in the
                                                                                                                                                                                                  	// dataset. The most common value would have a rank of 1, with the second-most
                                                                                                                                                                                                  	// common value having a rank of 2, and so on.
                                                                                                                                                                                                  	RankHistogram *RankHistogram `protobuf:"bytes,5,opt,name=rank_histogram,json=rankHistogram,proto3" json:"rank_histogram,omitempty"`
                                                                                                                                                                                                  	// Weighted statistics for the feature, if the values have weights.
                                                                                                                                                                                                  	WeightedStringStats *WeightedStringStatistics `protobuf:"bytes,6,opt,name=weighted_string_stats,json=weightedStringStats,proto3" json:"weighted_string_stats,omitempty"`
                                                                                                                                                                                                  	// A vocabulary file, used for vocabularies too large to store in the proto
                                                                                                                                                                                                  	// itself.  Note that the file may be relative to some context-dependent
                                                                                                                                                                                                  	// directory.  E.g. in TFX the feature statistics will live in a PPP and
                                                                                                                                                                                                  	// vocabulary file names will be relative to this PPP.
                                                                                                                                                                                                  	VocabularyFile string `protobuf:"bytes,7,opt,name=vocabulary_file,json=vocabularyFile,proto3" json:"vocabulary_file,omitempty"`
                                                                                                                                                                                                  	// contains filtered or unexported fields
                                                                                                                                                                                                  }

                                                                                                                                                                                                    Statistics for a string feature in a dataset.

                                                                                                                                                                                                    func (*StringStatistics) Descriptor

                                                                                                                                                                                                    func (*StringStatistics) Descriptor() ([]byte, []int)

                                                                                                                                                                                                      Deprecated: Use StringStatistics.ProtoReflect.Descriptor instead.

                                                                                                                                                                                                      func (*StringStatistics) GetAvgLength

                                                                                                                                                                                                      func (x *StringStatistics) GetAvgLength() float32

                                                                                                                                                                                                      func (*StringStatistics) GetCommonStats

                                                                                                                                                                                                      func (x *StringStatistics) GetCommonStats() *CommonStatistics

                                                                                                                                                                                                      func (*StringStatistics) GetRankHistogram

                                                                                                                                                                                                      func (x *StringStatistics) GetRankHistogram() *RankHistogram

                                                                                                                                                                                                      func (*StringStatistics) GetTopValues

                                                                                                                                                                                                      func (x *StringStatistics) GetTopValues() []*StringStatistics_FreqAndValue

                                                                                                                                                                                                      func (*StringStatistics) GetUnique

                                                                                                                                                                                                      func (x *StringStatistics) GetUnique() uint64

                                                                                                                                                                                                      func (*StringStatistics) GetVocabularyFile

                                                                                                                                                                                                      func (x *StringStatistics) GetVocabularyFile() string

                                                                                                                                                                                                      func (*StringStatistics) GetWeightedStringStats

                                                                                                                                                                                                      func (x *StringStatistics) GetWeightedStringStats() *WeightedStringStatistics

                                                                                                                                                                                                      func (*StringStatistics) ProtoMessage

                                                                                                                                                                                                      func (*StringStatistics) ProtoMessage()

                                                                                                                                                                                                      func (*StringStatistics) ProtoReflect

                                                                                                                                                                                                      func (x *StringStatistics) ProtoReflect() protoreflect.Message

                                                                                                                                                                                                      func (*StringStatistics) Reset

                                                                                                                                                                                                      func (x *StringStatistics) Reset()

                                                                                                                                                                                                      func (*StringStatistics) String

                                                                                                                                                                                                      func (x *StringStatistics) String() string

                                                                                                                                                                                                      type StringStatistics_FreqAndValue

                                                                                                                                                                                                      type StringStatistics_FreqAndValue struct {
                                                                                                                                                                                                      	Value string `protobuf:"bytes,2,opt,name=value,proto3" json:"value,omitempty"`
                                                                                                                                                                                                      	// The number of times the value occurs. Stored as a double to be able to
                                                                                                                                                                                                      	// handle weighted features.
                                                                                                                                                                                                      	Frequency float64 `protobuf:"fixed64,3,opt,name=frequency,proto3" json:"frequency,omitempty"`
                                                                                                                                                                                                      	// contains filtered or unexported fields
                                                                                                                                                                                                      }

                                                                                                                                                                                                      func (*StringStatistics_FreqAndValue) Descriptor

                                                                                                                                                                                                      func (*StringStatistics_FreqAndValue) Descriptor() ([]byte, []int)

                                                                                                                                                                                                        Deprecated: Use StringStatistics_FreqAndValue.ProtoReflect.Descriptor instead.

                                                                                                                                                                                                        func (*StringStatistics_FreqAndValue) GetFrequency

                                                                                                                                                                                                        func (x *StringStatistics_FreqAndValue) GetFrequency() float64

                                                                                                                                                                                                        func (*StringStatistics_FreqAndValue) GetValue

                                                                                                                                                                                                        func (x *StringStatistics_FreqAndValue) GetValue() string

                                                                                                                                                                                                        func (*StringStatistics_FreqAndValue) ProtoMessage

                                                                                                                                                                                                        func (*StringStatistics_FreqAndValue) ProtoMessage()

                                                                                                                                                                                                        func (*StringStatistics_FreqAndValue) ProtoReflect

                                                                                                                                                                                                        func (*StringStatistics_FreqAndValue) Reset

                                                                                                                                                                                                        func (x *StringStatistics_FreqAndValue) Reset()

                                                                                                                                                                                                        func (*StringStatistics_FreqAndValue) String

                                                                                                                                                                                                        type StructDomain

                                                                                                                                                                                                        type StructDomain struct {
                                                                                                                                                                                                        	Feature       []*Feature       `protobuf:"bytes,1,rep,name=feature" json:"feature,omitempty"`
                                                                                                                                                                                                        	SparseFeature []*SparseFeature `protobuf:"bytes,2,rep,name=sparse_feature,json=sparseFeature" json:"sparse_feature,omitempty"`
                                                                                                                                                                                                        	// contains filtered or unexported fields
                                                                                                                                                                                                        }

                                                                                                                                                                                                          Domain for a recursive struct. NOTE: If a feature with a StructDomain is deprecated, then all the child features (features and sparse_features of the StructDomain) are also considered to be deprecated. Similarly child features can only be in environments of the parent feature.

                                                                                                                                                                                                          func (*StructDomain) Descriptor

                                                                                                                                                                                                          func (*StructDomain) Descriptor() ([]byte, []int)

                                                                                                                                                                                                            Deprecated: Use StructDomain.ProtoReflect.Descriptor instead.

                                                                                                                                                                                                            func (*StructDomain) GetFeature

                                                                                                                                                                                                            func (x *StructDomain) GetFeature() []*Feature

                                                                                                                                                                                                            func (*StructDomain) GetSparseFeature

                                                                                                                                                                                                            func (x *StructDomain) GetSparseFeature() []*SparseFeature

                                                                                                                                                                                                            func (*StructDomain) ProtoMessage

                                                                                                                                                                                                            func (*StructDomain) ProtoMessage()

                                                                                                                                                                                                            func (*StructDomain) ProtoReflect

                                                                                                                                                                                                            func (x *StructDomain) ProtoReflect() protoreflect.Message

                                                                                                                                                                                                            func (*StructDomain) Reset

                                                                                                                                                                                                            func (x *StructDomain) Reset()

                                                                                                                                                                                                            func (*StructDomain) String

                                                                                                                                                                                                            func (x *StructDomain) String() string

                                                                                                                                                                                                            type StructStatistics

                                                                                                                                                                                                            type StructStatistics struct {
                                                                                                                                                                                                            	CommonStats *CommonStatistics `protobuf:"bytes,1,opt,name=common_stats,json=commonStats,proto3" json:"common_stats,omitempty"`
                                                                                                                                                                                                            	// contains filtered or unexported fields
                                                                                                                                                                                                            }

                                                                                                                                                                                                            func (*StructStatistics) Descriptor

                                                                                                                                                                                                            func (*StructStatistics) Descriptor() ([]byte, []int)

                                                                                                                                                                                                              Deprecated: Use StructStatistics.ProtoReflect.Descriptor instead.

                                                                                                                                                                                                              func (*StructStatistics) GetCommonStats

                                                                                                                                                                                                              func (x *StructStatistics) GetCommonStats() *CommonStatistics

                                                                                                                                                                                                              func (*StructStatistics) ProtoMessage

                                                                                                                                                                                                              func (*StructStatistics) ProtoMessage()

                                                                                                                                                                                                              func (*StructStatistics) ProtoReflect

                                                                                                                                                                                                              func (x *StructStatistics) ProtoReflect() protoreflect.Message

                                                                                                                                                                                                              func (*StructStatistics) Reset

                                                                                                                                                                                                              func (x *StructStatistics) Reset()

                                                                                                                                                                                                              func (*StructStatistics) String

                                                                                                                                                                                                              func (x *StructStatistics) String() string

                                                                                                                                                                                                              type TensorRepresentation

                                                                                                                                                                                                              type TensorRepresentation struct {
                                                                                                                                                                                                              
                                                                                                                                                                                                              	// Types that are assignable to Kind:
                                                                                                                                                                                                              	//	*TensorRepresentation_DenseTensor_
                                                                                                                                                                                                              	//	*TensorRepresentation_VarlenSparseTensor
                                                                                                                                                                                                              	//	*TensorRepresentation_SparseTensor_
                                                                                                                                                                                                              	Kind isTensorRepresentation_Kind `protobuf_oneof:"kind"`
                                                                                                                                                                                                              	// contains filtered or unexported fields
                                                                                                                                                                                                              }

                                                                                                                                                                                                                A TensorRepresentation captures the intent for converting columns in a dataset to TensorFlow Tensors (or more generally, tf.CompositeTensors). Note that one tf.CompositeTensor may consist of data from multiple columns, for example, a N-dimensional tf.SparseTensor may need N + 1 columns to provide the sparse indices and values. Note that the "column name" that a TensorRepresentation needs is a string, not a Path -- it means that the column name identifies a top-level Feature in the schema (i.e. you cannot specify a Feature nested in a STRUCT Feature).

                                                                                                                                                                                                                func (*TensorRepresentation) Descriptor

                                                                                                                                                                                                                func (*TensorRepresentation) Descriptor() ([]byte, []int)

                                                                                                                                                                                                                  Deprecated: Use TensorRepresentation.ProtoReflect.Descriptor instead.

                                                                                                                                                                                                                  func (*TensorRepresentation) GetDenseTensor

                                                                                                                                                                                                                  func (*TensorRepresentation) GetKind

                                                                                                                                                                                                                  func (m *TensorRepresentation) GetKind() isTensorRepresentation_Kind

                                                                                                                                                                                                                  func (*TensorRepresentation) GetSparseTensor

                                                                                                                                                                                                                  func (*TensorRepresentation) GetVarlenSparseTensor

                                                                                                                                                                                                                  func (*TensorRepresentation) ProtoMessage

                                                                                                                                                                                                                  func (*TensorRepresentation) ProtoMessage()

                                                                                                                                                                                                                  func (*TensorRepresentation) ProtoReflect

                                                                                                                                                                                                                  func (x *TensorRepresentation) ProtoReflect() protoreflect.Message

                                                                                                                                                                                                                  func (*TensorRepresentation) Reset

                                                                                                                                                                                                                  func (x *TensorRepresentation) Reset()

                                                                                                                                                                                                                  func (*TensorRepresentation) String

                                                                                                                                                                                                                  func (x *TensorRepresentation) String() string

                                                                                                                                                                                                                  type TensorRepresentationGroup

                                                                                                                                                                                                                  type TensorRepresentationGroup struct {
                                                                                                                                                                                                                  	TensorRepresentation map[string]*TensorRepresentation `` /* 188-byte string literal not displayed */
                                                                                                                                                                                                                  	// contains filtered or unexported fields
                                                                                                                                                                                                                  }

                                                                                                                                                                                                                    A TensorRepresentationGroup is a collection of TensorRepresentations with names. These names may serve as identifiers when converting the dataset to a collection of Tensors or tf.CompositeTensors. For example, given the following group: {

                                                                                                                                                                                                                    key: "dense_tensor"
                                                                                                                                                                                                                    tensor_representation {
                                                                                                                                                                                                                      dense_tensor {
                                                                                                                                                                                                                        column_name: "univalent_feature"
                                                                                                                                                                                                                        shape {
                                                                                                                                                                                                                          dim {
                                                                                                                                                                                                                            size: 1
                                                                                                                                                                                                                          }
                                                                                                                                                                                                                        }
                                                                                                                                                                                                                        default_value {
                                                                                                                                                                                                                          float_value: 0
                                                                                                                                                                                                                        }
                                                                                                                                                                                                                      }
                                                                                                                                                                                                                    }
                                                                                                                                                                                                                    

                                                                                                                                                                                                                    } {

                                                                                                                                                                                                                    key: "varlen_sparse_tensor"
                                                                                                                                                                                                                    tensor_representation {
                                                                                                                                                                                                                      varlen_sparse_tensor {
                                                                                                                                                                                                                        column_name: "multivalent_feature"
                                                                                                                                                                                                                      }
                                                                                                                                                                                                                    }
                                                                                                                                                                                                                    

                                                                                                                                                                                                                    }

                                                                                                                                                                                                                    Then the schema is expected to have feature "univalent_feature" and "multivalent_feature", and when a batch of data is converted to Tensors using this TensorRepresentationGroup, the result may be the following dict: {

                                                                                                                                                                                                                    "dense_tensor": tf.Tensor(...),
                                                                                                                                                                                                                    "varlen_sparse_tensor": tf.SparseTensor(...),
                                                                                                                                                                                                                    

                                                                                                                                                                                                                    }

                                                                                                                                                                                                                    func (*TensorRepresentationGroup) Descriptor

                                                                                                                                                                                                                    func (*TensorRepresentationGroup) Descriptor() ([]byte, []int)

                                                                                                                                                                                                                      Deprecated: Use TensorRepresentationGroup.ProtoReflect.Descriptor instead.

                                                                                                                                                                                                                      func (*TensorRepresentationGroup) GetTensorRepresentation

                                                                                                                                                                                                                      func (x *TensorRepresentationGroup) GetTensorRepresentation() map[string]*TensorRepresentation

                                                                                                                                                                                                                      func (*TensorRepresentationGroup) ProtoMessage

                                                                                                                                                                                                                      func (*TensorRepresentationGroup) ProtoMessage()

                                                                                                                                                                                                                      func (*TensorRepresentationGroup) ProtoReflect

                                                                                                                                                                                                                      func (*TensorRepresentationGroup) Reset

                                                                                                                                                                                                                      func (x *TensorRepresentationGroup) Reset()

                                                                                                                                                                                                                      func (*TensorRepresentationGroup) String

                                                                                                                                                                                                                      func (x *TensorRepresentationGroup) String() string

                                                                                                                                                                                                                      type TensorRepresentation_DefaultValue

                                                                                                                                                                                                                      type TensorRepresentation_DefaultValue struct {
                                                                                                                                                                                                                      
                                                                                                                                                                                                                      	// Types that are assignable to Kind:
                                                                                                                                                                                                                      	//	*TensorRepresentation_DefaultValue_FloatValue
                                                                                                                                                                                                                      	//	*TensorRepresentation_DefaultValue_IntValue
                                                                                                                                                                                                                      	//	*TensorRepresentation_DefaultValue_BytesValue
                                                                                                                                                                                                                      	//	*TensorRepresentation_DefaultValue_UintValue
                                                                                                                                                                                                                      	Kind isTensorRepresentation_DefaultValue_Kind `protobuf_oneof:"kind"`
                                                                                                                                                                                                                      	// contains filtered or unexported fields
                                                                                                                                                                                                                      }

                                                                                                                                                                                                                      func (*TensorRepresentation_DefaultValue) Descriptor

                                                                                                                                                                                                                      func (*TensorRepresentation_DefaultValue) Descriptor() ([]byte, []int)

                                                                                                                                                                                                                        Deprecated: Use TensorRepresentation_DefaultValue.ProtoReflect.Descriptor instead.

                                                                                                                                                                                                                        func (*TensorRepresentation_DefaultValue) GetBytesValue

                                                                                                                                                                                                                        func (x *TensorRepresentation_DefaultValue) GetBytesValue() []byte

                                                                                                                                                                                                                        func (*TensorRepresentation_DefaultValue) GetFloatValue

                                                                                                                                                                                                                        func (x *TensorRepresentation_DefaultValue) GetFloatValue() float64

                                                                                                                                                                                                                        func (*TensorRepresentation_DefaultValue) GetIntValue

                                                                                                                                                                                                                        func (x *TensorRepresentation_DefaultValue) GetIntValue() int64

                                                                                                                                                                                                                        func (*TensorRepresentation_DefaultValue) GetKind

                                                                                                                                                                                                                        func (m *TensorRepresentation_DefaultValue) GetKind() isTensorRepresentation_DefaultValue_Kind

                                                                                                                                                                                                                        func (*TensorRepresentation_DefaultValue) GetUintValue

                                                                                                                                                                                                                        func (x *TensorRepresentation_DefaultValue) GetUintValue() uint64

                                                                                                                                                                                                                        func (*TensorRepresentation_DefaultValue) ProtoMessage

                                                                                                                                                                                                                        func (*TensorRepresentation_DefaultValue) ProtoMessage()

                                                                                                                                                                                                                        func (*TensorRepresentation_DefaultValue) ProtoReflect

                                                                                                                                                                                                                        func (*TensorRepresentation_DefaultValue) Reset

                                                                                                                                                                                                                        func (*TensorRepresentation_DefaultValue) String

                                                                                                                                                                                                                        type TensorRepresentation_DefaultValue_BytesValue

                                                                                                                                                                                                                        type TensorRepresentation_DefaultValue_BytesValue struct {
                                                                                                                                                                                                                        	BytesValue []byte `protobuf:"bytes,3,opt,name=bytes_value,json=bytesValue,oneof"`
                                                                                                                                                                                                                        }

                                                                                                                                                                                                                        type TensorRepresentation_DefaultValue_FloatValue

                                                                                                                                                                                                                        type TensorRepresentation_DefaultValue_FloatValue struct {
                                                                                                                                                                                                                        	FloatValue float64 `protobuf:"fixed64,1,opt,name=float_value,json=floatValue,oneof"`
                                                                                                                                                                                                                        }

                                                                                                                                                                                                                        type TensorRepresentation_DefaultValue_IntValue

                                                                                                                                                                                                                        type TensorRepresentation_DefaultValue_IntValue struct {
                                                                                                                                                                                                                        	// Note that the data column might be of a shorter integral type. It's the
                                                                                                                                                                                                                        	// user's responsitiblity to make sure the default value fits that type.
                                                                                                                                                                                                                        	IntValue int64 `protobuf:"varint,2,opt,name=int_value,json=intValue,oneof"`
                                                                                                                                                                                                                        }

                                                                                                                                                                                                                        type TensorRepresentation_DefaultValue_UintValue

                                                                                                                                                                                                                        type TensorRepresentation_DefaultValue_UintValue struct {
                                                                                                                                                                                                                        	// uint_value should only be used if the default value can't fit in a
                                                                                                                                                                                                                        	// int64 (`int_value`).
                                                                                                                                                                                                                        	UintValue uint64 `protobuf:"varint,4,opt,name=uint_value,json=uintValue,oneof"`
                                                                                                                                                                                                                        }

                                                                                                                                                                                                                        type TensorRepresentation_DenseTensor

                                                                                                                                                                                                                        type TensorRepresentation_DenseTensor struct {
                                                                                                                                                                                                                        
                                                                                                                                                                                                                        	// Identifies the column in the dataset that provides the values of this
                                                                                                                                                                                                                        	// Tensor.
                                                                                                                                                                                                                        	ColumnName *string `protobuf:"bytes,1,opt,name=column_name,json=columnName" json:"column_name,omitempty"`
                                                                                                                                                                                                                        	// The shape of each row of the data (i.e. does not include the batch
                                                                                                                                                                                                                        	// dimension)
                                                                                                                                                                                                                        	Shape *FixedShape `protobuf:"bytes,2,opt,name=shape" json:"shape,omitempty"`
                                                                                                                                                                                                                        	// If this column is missing values in a row, the default_value will be
                                                                                                                                                                                                                        	// used to fill that row.
                                                                                                                                                                                                                        	DefaultValue *TensorRepresentation_DefaultValue `protobuf:"bytes,3,opt,name=default_value,json=defaultValue" json:"default_value,omitempty"`
                                                                                                                                                                                                                        	// contains filtered or unexported fields
                                                                                                                                                                                                                        }

                                                                                                                                                                                                                          A tf.Tensor

                                                                                                                                                                                                                          func (*TensorRepresentation_DenseTensor) Descriptor

                                                                                                                                                                                                                          func (*TensorRepresentation_DenseTensor) Descriptor() ([]byte, []int)

                                                                                                                                                                                                                            Deprecated: Use TensorRepresentation_DenseTensor.ProtoReflect.Descriptor instead.

                                                                                                                                                                                                                            func (*TensorRepresentation_DenseTensor) GetColumnName

                                                                                                                                                                                                                            func (x *TensorRepresentation_DenseTensor) GetColumnName() string

                                                                                                                                                                                                                            func (*TensorRepresentation_DenseTensor) GetDefaultValue

                                                                                                                                                                                                                            func (*TensorRepresentation_DenseTensor) GetShape

                                                                                                                                                                                                                            func (*TensorRepresentation_DenseTensor) ProtoMessage

                                                                                                                                                                                                                            func (*TensorRepresentation_DenseTensor) ProtoMessage()

                                                                                                                                                                                                                            func (*TensorRepresentation_DenseTensor) ProtoReflect

                                                                                                                                                                                                                            func (*TensorRepresentation_DenseTensor) Reset

                                                                                                                                                                                                                            func (*TensorRepresentation_DenseTensor) String

                                                                                                                                                                                                                            type TensorRepresentation_DenseTensor_

                                                                                                                                                                                                                            type TensorRepresentation_DenseTensor_ struct {
                                                                                                                                                                                                                            	DenseTensor *TensorRepresentation_DenseTensor `protobuf:"bytes,1,opt,name=dense_tensor,json=denseTensor,oneof"`
                                                                                                                                                                                                                            }

                                                                                                                                                                                                                            type TensorRepresentation_SparseTensor

                                                                                                                                                                                                                            type TensorRepresentation_SparseTensor struct {
                                                                                                                                                                                                                            
                                                                                                                                                                                                                            	// The dense shape of the resulting SparseTensor (does not include the batch
                                                                                                                                                                                                                            	// dimension).
                                                                                                                                                                                                                            	DenseShape *FixedShape `protobuf:"bytes,1,opt,name=dense_shape,json=denseShape" json:"dense_shape,omitempty"`
                                                                                                                                                                                                                            	// The columns constitute the coordinates of the values.
                                                                                                                                                                                                                            	// indices_column[i][j] contains the coordinate of the i-th dimension of the
                                                                                                                                                                                                                            	// j-th value.
                                                                                                                                                                                                                            	IndexColumnNames []string `protobuf:"bytes,2,rep,name=index_column_names,json=indexColumnNames" json:"index_column_names,omitempty"`
                                                                                                                                                                                                                            	// The column that contains the values.
                                                                                                                                                                                                                            	ValueColumnName *string `protobuf:"bytes,3,opt,name=value_column_name,json=valueColumnName" json:"value_column_name,omitempty"`
                                                                                                                                                                                                                            	// contains filtered or unexported fields
                                                                                                                                                                                                                            }

                                                                                                                                                                                                                              A tf.SparseTensor whose indices and values come from separate data columns. This will replace Schema.sparse_feature eventually. The index columns must be of INT type, and all the columns must co-occur and have the same valency at the same row.

                                                                                                                                                                                                                              func (*TensorRepresentation_SparseTensor) Descriptor

                                                                                                                                                                                                                              func (*TensorRepresentation_SparseTensor) Descriptor() ([]byte, []int)

                                                                                                                                                                                                                                Deprecated: Use TensorRepresentation_SparseTensor.ProtoReflect.Descriptor instead.

                                                                                                                                                                                                                                func (*TensorRepresentation_SparseTensor) GetDenseShape

                                                                                                                                                                                                                                func (x *TensorRepresentation_SparseTensor) GetDenseShape() *FixedShape

                                                                                                                                                                                                                                func (*TensorRepresentation_SparseTensor) GetIndexColumnNames

                                                                                                                                                                                                                                func (x *TensorRepresentation_SparseTensor) GetIndexColumnNames() []string

                                                                                                                                                                                                                                func (*TensorRepresentation_SparseTensor) GetValueColumnName

                                                                                                                                                                                                                                func (x *TensorRepresentation_SparseTensor) GetValueColumnName() string

                                                                                                                                                                                                                                func (*TensorRepresentation_SparseTensor) ProtoMessage

                                                                                                                                                                                                                                func (*TensorRepresentation_SparseTensor) ProtoMessage()

                                                                                                                                                                                                                                func (*TensorRepresentation_SparseTensor) ProtoReflect

                                                                                                                                                                                                                                func (*TensorRepresentation_SparseTensor) Reset

                                                                                                                                                                                                                                func (*TensorRepresentation_SparseTensor) String

                                                                                                                                                                                                                                type TensorRepresentation_SparseTensor_

                                                                                                                                                                                                                                type TensorRepresentation_SparseTensor_ struct {
                                                                                                                                                                                                                                	SparseTensor *TensorRepresentation_SparseTensor `protobuf:"bytes,3,opt,name=sparse_tensor,json=sparseTensor,oneof"`
                                                                                                                                                                                                                                }

                                                                                                                                                                                                                                type TensorRepresentation_VarLenSparseTensor

                                                                                                                                                                                                                                type TensorRepresentation_VarLenSparseTensor struct {
                                                                                                                                                                                                                                
                                                                                                                                                                                                                                	// Identifies the column in the dataset that should be converted to the
                                                                                                                                                                                                                                	// VarLenSparseTensor.
                                                                                                                                                                                                                                	ColumnName *string `protobuf:"bytes,1,opt,name=column_name,json=columnName" json:"column_name,omitempty"`
                                                                                                                                                                                                                                	// contains filtered or unexported fields
                                                                                                                                                                                                                                }

                                                                                                                                                                                                                                  A ragged tf.SparseTensor that models nested lists.

                                                                                                                                                                                                                                  func (*TensorRepresentation_VarLenSparseTensor) Descriptor

                                                                                                                                                                                                                                  func (*TensorRepresentation_VarLenSparseTensor) Descriptor() ([]byte, []int)

                                                                                                                                                                                                                                    Deprecated: Use TensorRepresentation_VarLenSparseTensor.ProtoReflect.Descriptor instead.

                                                                                                                                                                                                                                    func (*TensorRepresentation_VarLenSparseTensor) GetColumnName

                                                                                                                                                                                                                                    func (*TensorRepresentation_VarLenSparseTensor) ProtoMessage

                                                                                                                                                                                                                                    func (*TensorRepresentation_VarLenSparseTensor) ProtoReflect

                                                                                                                                                                                                                                    func (*TensorRepresentation_VarLenSparseTensor) Reset

                                                                                                                                                                                                                                    func (*TensorRepresentation_VarLenSparseTensor) String

                                                                                                                                                                                                                                    type TensorRepresentation_VarlenSparseTensor

                                                                                                                                                                                                                                    type TensorRepresentation_VarlenSparseTensor struct {
                                                                                                                                                                                                                                    	VarlenSparseTensor *TensorRepresentation_VarLenSparseTensor `protobuf:"bytes,2,opt,name=varlen_sparse_tensor,json=varlenSparseTensor,oneof"`
                                                                                                                                                                                                                                    }

                                                                                                                                                                                                                                    type TimeDomain

                                                                                                                                                                                                                                    type TimeDomain struct {
                                                                                                                                                                                                                                    
                                                                                                                                                                                                                                    	// Types that are assignable to Format:
                                                                                                                                                                                                                                    	//	*TimeDomain_StringFormat
                                                                                                                                                                                                                                    	//	*TimeDomain_IntegerFormat
                                                                                                                                                                                                                                    	Format isTimeDomain_Format `protobuf_oneof:"format"`
                                                                                                                                                                                                                                    	// contains filtered or unexported fields
                                                                                                                                                                                                                                    }

                                                                                                                                                                                                                                      Time or date representation.

                                                                                                                                                                                                                                      func (*TimeDomain) Descriptor

                                                                                                                                                                                                                                      func (*TimeDomain) Descriptor() ([]byte, []int)

                                                                                                                                                                                                                                        Deprecated: Use TimeDomain.ProtoReflect.Descriptor instead.

                                                                                                                                                                                                                                        func (*TimeDomain) GetFormat

                                                                                                                                                                                                                                        func (m *TimeDomain) GetFormat() isTimeDomain_Format

                                                                                                                                                                                                                                        func (*TimeDomain) GetIntegerFormat

                                                                                                                                                                                                                                        func (x *TimeDomain) GetIntegerFormat() TimeDomain_IntegerTimeFormat

                                                                                                                                                                                                                                        func (*TimeDomain) GetStringFormat

                                                                                                                                                                                                                                        func (x *TimeDomain) GetStringFormat() string

                                                                                                                                                                                                                                        func (*TimeDomain) ProtoMessage

                                                                                                                                                                                                                                        func (*TimeDomain) ProtoMessage()

                                                                                                                                                                                                                                        func (*TimeDomain) ProtoReflect

                                                                                                                                                                                                                                        func (x *TimeDomain) ProtoReflect() protoreflect.Message

                                                                                                                                                                                                                                        func (*TimeDomain) Reset

                                                                                                                                                                                                                                        func (x *TimeDomain) Reset()

                                                                                                                                                                                                                                        func (*TimeDomain) String

                                                                                                                                                                                                                                        func (x *TimeDomain) String() string

                                                                                                                                                                                                                                        type TimeDomain_IntegerFormat

                                                                                                                                                                                                                                        type TimeDomain_IntegerFormat struct {
                                                                                                                                                                                                                                        	// Expected format of integer times.
                                                                                                                                                                                                                                        	IntegerFormat TimeDomain_IntegerTimeFormat `protobuf:"varint,2,opt,name=integer_format,json=integerFormat,enum=tensorflow.metadata.v0.TimeDomain_IntegerTimeFormat,oneof"`
                                                                                                                                                                                                                                        }

                                                                                                                                                                                                                                        type TimeDomain_IntegerTimeFormat

                                                                                                                                                                                                                                        type TimeDomain_IntegerTimeFormat int32
                                                                                                                                                                                                                                        const (
                                                                                                                                                                                                                                        	TimeDomain_FORMAT_UNKNOWN    TimeDomain_IntegerTimeFormat = 0
                                                                                                                                                                                                                                        	TimeDomain_UNIX_DAYS         TimeDomain_IntegerTimeFormat = 5 // Number of days since 1970-01-01.
                                                                                                                                                                                                                                        	TimeDomain_UNIX_SECONDS      TimeDomain_IntegerTimeFormat = 1
                                                                                                                                                                                                                                        	TimeDomain_UNIX_MILLISECONDS TimeDomain_IntegerTimeFormat = 2
                                                                                                                                                                                                                                        	TimeDomain_UNIX_MICROSECONDS TimeDomain_IntegerTimeFormat = 3
                                                                                                                                                                                                                                        	TimeDomain_UNIX_NANOSECONDS  TimeDomain_IntegerTimeFormat = 4
                                                                                                                                                                                                                                        )

                                                                                                                                                                                                                                        func (TimeDomain_IntegerTimeFormat) Descriptor

                                                                                                                                                                                                                                        func (TimeDomain_IntegerTimeFormat) Enum

                                                                                                                                                                                                                                        func (TimeDomain_IntegerTimeFormat) EnumDescriptor

                                                                                                                                                                                                                                        func (TimeDomain_IntegerTimeFormat) EnumDescriptor() ([]byte, []int)

                                                                                                                                                                                                                                          Deprecated: Use TimeDomain_IntegerTimeFormat.Descriptor instead.

                                                                                                                                                                                                                                          func (TimeDomain_IntegerTimeFormat) Number

                                                                                                                                                                                                                                          func (TimeDomain_IntegerTimeFormat) String

                                                                                                                                                                                                                                          func (TimeDomain_IntegerTimeFormat) Type

                                                                                                                                                                                                                                          func (*TimeDomain_IntegerTimeFormat) UnmarshalJSON

                                                                                                                                                                                                                                          func (x *TimeDomain_IntegerTimeFormat) UnmarshalJSON(b []byte) error

                                                                                                                                                                                                                                            Deprecated: Do not use.

                                                                                                                                                                                                                                            type TimeDomain_StringFormat

                                                                                                                                                                                                                                            type TimeDomain_StringFormat struct {
                                                                                                                                                                                                                                            	// Expected format that contains a combination of regular characters and
                                                                                                                                                                                                                                            	// special format specifiers. Format specifiers are a subset of the
                                                                                                                                                                                                                                            	// strptime standard.
                                                                                                                                                                                                                                            	StringFormat string `protobuf:"bytes,1,opt,name=string_format,json=stringFormat,oneof"`
                                                                                                                                                                                                                                            }

                                                                                                                                                                                                                                            type TimeOfDayDomain

                                                                                                                                                                                                                                            type TimeOfDayDomain struct {
                                                                                                                                                                                                                                            
                                                                                                                                                                                                                                            	// Types that are assignable to Format:
                                                                                                                                                                                                                                            	//	*TimeOfDayDomain_StringFormat
                                                                                                                                                                                                                                            	//	*TimeOfDayDomain_IntegerFormat
                                                                                                                                                                                                                                            	Format isTimeOfDayDomain_Format `protobuf_oneof:"format"`
                                                                                                                                                                                                                                            	// contains filtered or unexported fields
                                                                                                                                                                                                                                            }

                                                                                                                                                                                                                                              Time of day, without a particular date.

                                                                                                                                                                                                                                              func (*TimeOfDayDomain) Descriptor

                                                                                                                                                                                                                                              func (*TimeOfDayDomain) Descriptor() ([]byte, []int)

                                                                                                                                                                                                                                                Deprecated: Use TimeOfDayDomain.ProtoReflect.Descriptor instead.

                                                                                                                                                                                                                                                func (*TimeOfDayDomain) GetFormat

                                                                                                                                                                                                                                                func (m *TimeOfDayDomain) GetFormat() isTimeOfDayDomain_Format

                                                                                                                                                                                                                                                func (*TimeOfDayDomain) GetIntegerFormat

                                                                                                                                                                                                                                                func (*TimeOfDayDomain) GetStringFormat

                                                                                                                                                                                                                                                func (x *TimeOfDayDomain) GetStringFormat() string

                                                                                                                                                                                                                                                func (*TimeOfDayDomain) ProtoMessage

                                                                                                                                                                                                                                                func (*TimeOfDayDomain) ProtoMessage()

                                                                                                                                                                                                                                                func (*TimeOfDayDomain) ProtoReflect

                                                                                                                                                                                                                                                func (x *TimeOfDayDomain) ProtoReflect() protoreflect.Message

                                                                                                                                                                                                                                                func (*TimeOfDayDomain) Reset

                                                                                                                                                                                                                                                func (x *TimeOfDayDomain) Reset()

                                                                                                                                                                                                                                                func (*TimeOfDayDomain) String

                                                                                                                                                                                                                                                func (x *TimeOfDayDomain) String() string

                                                                                                                                                                                                                                                type TimeOfDayDomain_IntegerFormat

                                                                                                                                                                                                                                                type TimeOfDayDomain_IntegerFormat struct {
                                                                                                                                                                                                                                                	// Expected format of integer times.
                                                                                                                                                                                                                                                	IntegerFormat TimeOfDayDomain_IntegerTimeOfDayFormat `` /* 135-byte string literal not displayed */
                                                                                                                                                                                                                                                }

                                                                                                                                                                                                                                                type TimeOfDayDomain_IntegerTimeOfDayFormat

                                                                                                                                                                                                                                                type TimeOfDayDomain_IntegerTimeOfDayFormat int32
                                                                                                                                                                                                                                                const (
                                                                                                                                                                                                                                                	TimeOfDayDomain_FORMAT_UNKNOWN TimeOfDayDomain_IntegerTimeOfDayFormat = 0
                                                                                                                                                                                                                                                	// Time values, containing hour/minute/second/nanos, encoded into 8-byte
                                                                                                                                                                                                                                                	// bit fields following the ZetaSQL convention:
                                                                                                                                                                                                                                                	//        6         5         4         3         2         1
                                                                                                                                                                                                                                                	// MSB 3210987654321098765432109876543210987654321098765432109876543210 LSB
                                                                                                                                                                                                                                                	//                      | H ||  M ||  S ||---------- nanos -----------|
                                                                                                                                                                                                                                                	TimeOfDayDomain_PACKED_64_NANOS TimeOfDayDomain_IntegerTimeOfDayFormat = 1
                                                                                                                                                                                                                                                )

                                                                                                                                                                                                                                                func (TimeOfDayDomain_IntegerTimeOfDayFormat) Descriptor

                                                                                                                                                                                                                                                func (TimeOfDayDomain_IntegerTimeOfDayFormat) Enum

                                                                                                                                                                                                                                                func (TimeOfDayDomain_IntegerTimeOfDayFormat) EnumDescriptor

                                                                                                                                                                                                                                                func (TimeOfDayDomain_IntegerTimeOfDayFormat) EnumDescriptor() ([]byte, []int)

                                                                                                                                                                                                                                                  Deprecated: Use TimeOfDayDomain_IntegerTimeOfDayFormat.Descriptor instead.

                                                                                                                                                                                                                                                  func (TimeOfDayDomain_IntegerTimeOfDayFormat) Number

                                                                                                                                                                                                                                                  func (TimeOfDayDomain_IntegerTimeOfDayFormat) String

                                                                                                                                                                                                                                                  func (TimeOfDayDomain_IntegerTimeOfDayFormat) Type

                                                                                                                                                                                                                                                  func (*TimeOfDayDomain_IntegerTimeOfDayFormat) UnmarshalJSON

                                                                                                                                                                                                                                                  func (x *TimeOfDayDomain_IntegerTimeOfDayFormat) UnmarshalJSON(b []byte) error

                                                                                                                                                                                                                                                    Deprecated: Do not use.

                                                                                                                                                                                                                                                    type TimeOfDayDomain_StringFormat

                                                                                                                                                                                                                                                    type TimeOfDayDomain_StringFormat struct {
                                                                                                                                                                                                                                                    	// Expected format that contains a combination of regular characters and
                                                                                                                                                                                                                                                    	// special format specifiers. Format specifiers are a subset of the
                                                                                                                                                                                                                                                    	// strptime standard.
                                                                                                                                                                                                                                                    	StringFormat string `protobuf:"bytes,1,opt,name=string_format,json=stringFormat,oneof"`
                                                                                                                                                                                                                                                    }

                                                                                                                                                                                                                                                    type URLDomain

                                                                                                                                                                                                                                                    type URLDomain struct {
                                                                                                                                                                                                                                                    	// contains filtered or unexported fields
                                                                                                                                                                                                                                                    }

                                                                                                                                                                                                                                                      A URL, see: https://en.wikipedia.org/wiki/URL

                                                                                                                                                                                                                                                      func (*URLDomain) Descriptor

                                                                                                                                                                                                                                                      func (*URLDomain) Descriptor() ([]byte, []int)

                                                                                                                                                                                                                                                        Deprecated: Use URLDomain.ProtoReflect.Descriptor instead.

                                                                                                                                                                                                                                                        func (*URLDomain) ProtoMessage

                                                                                                                                                                                                                                                        func (*URLDomain) ProtoMessage()

                                                                                                                                                                                                                                                        func (*URLDomain) ProtoReflect

                                                                                                                                                                                                                                                        func (x *URLDomain) ProtoReflect() protoreflect.Message

                                                                                                                                                                                                                                                        func (*URLDomain) Reset

                                                                                                                                                                                                                                                        func (x *URLDomain) Reset()

                                                                                                                                                                                                                                                        func (*URLDomain) String

                                                                                                                                                                                                                                                        func (x *URLDomain) String() string

                                                                                                                                                                                                                                                        type ValueCount

                                                                                                                                                                                                                                                        type ValueCount struct {
                                                                                                                                                                                                                                                        	Min *int64 `protobuf:"varint,1,opt,name=min" json:"min,omitempty"`
                                                                                                                                                                                                                                                        	Max *int64 `protobuf:"varint,2,opt,name=max" json:"max,omitempty"`
                                                                                                                                                                                                                                                        	// contains filtered or unexported fields
                                                                                                                                                                                                                                                        }

                                                                                                                                                                                                                                                          Limits on maximum and minimum number of values in a single example (when the feature is present). Use this when the minimum value count can be different than the maximum value count. Otherwise prefer FixedShape.

                                                                                                                                                                                                                                                          func (*ValueCount) Descriptor

                                                                                                                                                                                                                                                          func (*ValueCount) Descriptor() ([]byte, []int)

                                                                                                                                                                                                                                                            Deprecated: Use ValueCount.ProtoReflect.Descriptor instead.

                                                                                                                                                                                                                                                            func (*ValueCount) GetMax

                                                                                                                                                                                                                                                            func (x *ValueCount) GetMax() int64

                                                                                                                                                                                                                                                            func (*ValueCount) GetMin

                                                                                                                                                                                                                                                            func (x *ValueCount) GetMin() int64

                                                                                                                                                                                                                                                            func (*ValueCount) ProtoMessage

                                                                                                                                                                                                                                                            func (*ValueCount) ProtoMessage()

                                                                                                                                                                                                                                                            func (*ValueCount) ProtoReflect

                                                                                                                                                                                                                                                            func (x *ValueCount) ProtoReflect() protoreflect.Message

                                                                                                                                                                                                                                                            func (*ValueCount) Reset

                                                                                                                                                                                                                                                            func (x *ValueCount) Reset()

                                                                                                                                                                                                                                                            func (*ValueCount) String

                                                                                                                                                                                                                                                            func (x *ValueCount) String() string

                                                                                                                                                                                                                                                            type WeightedCommonStatistics

                                                                                                                                                                                                                                                            type WeightedCommonStatistics struct {
                                                                                                                                                                                                                                                            
                                                                                                                                                                                                                                                            	// Weighted number of examples not missing.
                                                                                                                                                                                                                                                            	NumNonMissing float64 `protobuf:"fixed64,1,opt,name=num_non_missing,json=numNonMissing,proto3" json:"num_non_missing,omitempty"`
                                                                                                                                                                                                                                                            	// Weighted number of examples missing.
                                                                                                                                                                                                                                                            	// Note that if the weighted column is zero, this does not count
                                                                                                                                                                                                                                                            	// as missing.
                                                                                                                                                                                                                                                            	NumMissing float64 `protobuf:"fixed64,2,opt,name=num_missing,json=numMissing,proto3" json:"num_missing,omitempty"`
                                                                                                                                                                                                                                                            	// average number of values, weighted by the number of examples.
                                                                                                                                                                                                                                                            	AvgNumValues float64 `protobuf:"fixed64,3,opt,name=avg_num_values,json=avgNumValues,proto3" json:"avg_num_values,omitempty"`
                                                                                                                                                                                                                                                            	// tot_num_values = avg_num_values * num_non_missing.
                                                                                                                                                                                                                                                            	// This is calculated directly, so should have less numerical error.
                                                                                                                                                                                                                                                            	TotNumValues float64 `protobuf:"fixed64,4,opt,name=tot_num_values,json=totNumValues,proto3" json:"tot_num_values,omitempty"`
                                                                                                                                                                                                                                                            	// contains filtered or unexported fields
                                                                                                                                                                                                                                                            }

                                                                                                                                                                                                                                                              Common weighted statistics for all feature types. Statistics counting number of values (i.e., avg_num_values and tot_num_values) include NaNs. If the weighted column is missing, then this counts as a weight of 1 for that example.

                                                                                                                                                                                                                                                              func (*WeightedCommonStatistics) Descriptor

                                                                                                                                                                                                                                                              func (*WeightedCommonStatistics) Descriptor() ([]byte, []int)

                                                                                                                                                                                                                                                                Deprecated: Use WeightedCommonStatistics.ProtoReflect.Descriptor instead.

                                                                                                                                                                                                                                                                func (*WeightedCommonStatistics) GetAvgNumValues

                                                                                                                                                                                                                                                                func (x *WeightedCommonStatistics) GetAvgNumValues() float64

                                                                                                                                                                                                                                                                func (*WeightedCommonStatistics) GetNumMissing

                                                                                                                                                                                                                                                                func (x *WeightedCommonStatistics) GetNumMissing() float64

                                                                                                                                                                                                                                                                func (*WeightedCommonStatistics) GetNumNonMissing

                                                                                                                                                                                                                                                                func (x *WeightedCommonStatistics) GetNumNonMissing() float64

                                                                                                                                                                                                                                                                func (*WeightedCommonStatistics) GetTotNumValues

                                                                                                                                                                                                                                                                func (x *WeightedCommonStatistics) GetTotNumValues() float64

                                                                                                                                                                                                                                                                func (*WeightedCommonStatistics) ProtoMessage

                                                                                                                                                                                                                                                                func (*WeightedCommonStatistics) ProtoMessage()

                                                                                                                                                                                                                                                                func (*WeightedCommonStatistics) ProtoReflect

                                                                                                                                                                                                                                                                func (x *WeightedCommonStatistics) ProtoReflect() protoreflect.Message

                                                                                                                                                                                                                                                                func (*WeightedCommonStatistics) Reset

                                                                                                                                                                                                                                                                func (x *WeightedCommonStatistics) Reset()

                                                                                                                                                                                                                                                                func (*WeightedCommonStatistics) String

                                                                                                                                                                                                                                                                func (x *WeightedCommonStatistics) String() string

                                                                                                                                                                                                                                                                type WeightedFeature

                                                                                                                                                                                                                                                                type WeightedFeature struct {
                                                                                                                                                                                                                                                                
                                                                                                                                                                                                                                                                	// Name for the weighted feature. This should not clash with other features in
                                                                                                                                                                                                                                                                	// the same schema.
                                                                                                                                                                                                                                                                	Name *string `protobuf:"bytes,1,opt,name=name" json:"name,omitempty"` // required
                                                                                                                                                                                                                                                                	// Path of a base feature to be weighted. Required.
                                                                                                                                                                                                                                                                	Feature *Path `protobuf:"bytes,2,opt,name=feature" json:"feature,omitempty"`
                                                                                                                                                                                                                                                                	// Path of weight feature to associate with the base feature. Must be same
                                                                                                                                                                                                                                                                	// shape as feature. Required.
                                                                                                                                                                                                                                                                	WeightFeature *Path `protobuf:"bytes,3,opt,name=weight_feature,json=weightFeature" json:"weight_feature,omitempty"`
                                                                                                                                                                                                                                                                	// The lifecycle_stage determines where a feature is expected to be used,
                                                                                                                                                                                                                                                                	// and therefore how important issues with it are.
                                                                                                                                                                                                                                                                	LifecycleStage *LifecycleStage `` /* 140-byte string literal not displayed */
                                                                                                                                                                                                                                                                	// contains filtered or unexported fields
                                                                                                                                                                                                                                                                }

                                                                                                                                                                                                                                                                  Represents a weighted feature that is encoded as a combination of raw base features. The `weight_feature` should be a float feature with identical shape as the `feature`. This is useful for representing weights associated with categorical tokens (e.g. a TFIDF weight associated with each token). TODO(b/142122960): Handle WeightedCategorical end to end in TFX (validation, TFX Unit Testing, etc)

                                                                                                                                                                                                                                                                  func (*WeightedFeature) Descriptor

                                                                                                                                                                                                                                                                  func (*WeightedFeature) Descriptor() ([]byte, []int)

                                                                                                                                                                                                                                                                    Deprecated: Use WeightedFeature.ProtoReflect.Descriptor instead.

                                                                                                                                                                                                                                                                    func (*WeightedFeature) GetFeature

                                                                                                                                                                                                                                                                    func (x *WeightedFeature) GetFeature() *Path

                                                                                                                                                                                                                                                                    func (*WeightedFeature) GetLifecycleStage

                                                                                                                                                                                                                                                                    func (x *WeightedFeature) GetLifecycleStage() LifecycleStage

                                                                                                                                                                                                                                                                    func (*WeightedFeature) GetName

                                                                                                                                                                                                                                                                    func (x *WeightedFeature) GetName() string

                                                                                                                                                                                                                                                                    func (*WeightedFeature) GetWeightFeature

                                                                                                                                                                                                                                                                    func (x *WeightedFeature) GetWeightFeature() *Path

                                                                                                                                                                                                                                                                    func (*WeightedFeature) ProtoMessage

                                                                                                                                                                                                                                                                    func (*WeightedFeature) ProtoMessage()

                                                                                                                                                                                                                                                                    func (*WeightedFeature) ProtoReflect

                                                                                                                                                                                                                                                                    func (x *WeightedFeature) ProtoReflect() protoreflect.Message

                                                                                                                                                                                                                                                                    func (*WeightedFeature) Reset

                                                                                                                                                                                                                                                                    func (x *WeightedFeature) Reset()

                                                                                                                                                                                                                                                                    func (*WeightedFeature) String

                                                                                                                                                                                                                                                                    func (x *WeightedFeature) String() string

                                                                                                                                                                                                                                                                    type WeightedNumericStatistics

                                                                                                                                                                                                                                                                    type WeightedNumericStatistics struct {
                                                                                                                                                                                                                                                                    
                                                                                                                                                                                                                                                                    	// The weighted mean of the values
                                                                                                                                                                                                                                                                    	Mean float64 `protobuf:"fixed64,1,opt,name=mean,proto3" json:"mean,omitempty"`
                                                                                                                                                                                                                                                                    	// The weighted standard deviation of the values
                                                                                                                                                                                                                                                                    	StdDev float64 `protobuf:"fixed64,2,opt,name=std_dev,json=stdDev,proto3" json:"std_dev,omitempty"`
                                                                                                                                                                                                                                                                    	// The weighted median of the values
                                                                                                                                                                                                                                                                    	Median float64 `protobuf:"fixed64,3,opt,name=median,proto3" json:"median,omitempty"`
                                                                                                                                                                                                                                                                    	// The histogram(s) of the weighted feature values.
                                                                                                                                                                                                                                                                    	Histograms []*Histogram `protobuf:"bytes,4,rep,name=histograms,proto3" json:"histograms,omitempty"`
                                                                                                                                                                                                                                                                    	// contains filtered or unexported fields
                                                                                                                                                                                                                                                                    }

                                                                                                                                                                                                                                                                      Statistics for a weighted numeric feature in a dataset.

                                                                                                                                                                                                                                                                      func (*WeightedNumericStatistics) Descriptor

                                                                                                                                                                                                                                                                      func (*WeightedNumericStatistics) Descriptor() ([]byte, []int)

                                                                                                                                                                                                                                                                        Deprecated: Use WeightedNumericStatistics.ProtoReflect.Descriptor instead.

                                                                                                                                                                                                                                                                        func (*WeightedNumericStatistics) GetHistograms

                                                                                                                                                                                                                                                                        func (x *WeightedNumericStatistics) GetHistograms() []*Histogram

                                                                                                                                                                                                                                                                        func (*WeightedNumericStatistics) GetMean

                                                                                                                                                                                                                                                                        func (x *WeightedNumericStatistics) GetMean() float64

                                                                                                                                                                                                                                                                        func (*WeightedNumericStatistics) GetMedian

                                                                                                                                                                                                                                                                        func (x *WeightedNumericStatistics) GetMedian() float64

                                                                                                                                                                                                                                                                        func (*WeightedNumericStatistics) GetStdDev

                                                                                                                                                                                                                                                                        func (x *WeightedNumericStatistics) GetStdDev() float64

                                                                                                                                                                                                                                                                        func (*WeightedNumericStatistics) ProtoMessage

                                                                                                                                                                                                                                                                        func (*WeightedNumericStatistics) ProtoMessage()

                                                                                                                                                                                                                                                                        func (*WeightedNumericStatistics) ProtoReflect

                                                                                                                                                                                                                                                                        func (*WeightedNumericStatistics) Reset

                                                                                                                                                                                                                                                                        func (x *WeightedNumericStatistics) Reset()

                                                                                                                                                                                                                                                                        func (*WeightedNumericStatistics) String

                                                                                                                                                                                                                                                                        func (x *WeightedNumericStatistics) String() string

                                                                                                                                                                                                                                                                        type WeightedStringStatistics

                                                                                                                                                                                                                                                                        type WeightedStringStatistics struct {
                                                                                                                                                                                                                                                                        
                                                                                                                                                                                                                                                                        	// A sorted list of the most-frequent values and their weighted frequencies,
                                                                                                                                                                                                                                                                        	// with the most-frequent being first.
                                                                                                                                                                                                                                                                        	TopValues []*StringStatistics_FreqAndValue `protobuf:"bytes,1,rep,name=top_values,json=topValues,proto3" json:"top_values,omitempty"`
                                                                                                                                                                                                                                                                        	// The rank histogram for the weighted values of the feature.
                                                                                                                                                                                                                                                                        	RankHistogram *RankHistogram `protobuf:"bytes,2,opt,name=rank_histogram,json=rankHistogram,proto3" json:"rank_histogram,omitempty"`
                                                                                                                                                                                                                                                                        	// contains filtered or unexported fields
                                                                                                                                                                                                                                                                        }

                                                                                                                                                                                                                                                                          Statistics for a weighted string feature in a dataset.

                                                                                                                                                                                                                                                                          func (*WeightedStringStatistics) Descriptor

                                                                                                                                                                                                                                                                          func (*WeightedStringStatistics) Descriptor() ([]byte, []int)

                                                                                                                                                                                                                                                                            Deprecated: Use WeightedStringStatistics.ProtoReflect.Descriptor instead.

                                                                                                                                                                                                                                                                            func (*WeightedStringStatistics) GetRankHistogram

                                                                                                                                                                                                                                                                            func (x *WeightedStringStatistics) GetRankHistogram() *RankHistogram

                                                                                                                                                                                                                                                                            func (*WeightedStringStatistics) GetTopValues

                                                                                                                                                                                                                                                                            func (*WeightedStringStatistics) ProtoMessage

                                                                                                                                                                                                                                                                            func (*WeightedStringStatistics) ProtoMessage()

                                                                                                                                                                                                                                                                            func (*WeightedStringStatistics) ProtoReflect

                                                                                                                                                                                                                                                                            func (x *WeightedStringStatistics) ProtoReflect() protoreflect.Message

                                                                                                                                                                                                                                                                            func (*WeightedStringStatistics) Reset

                                                                                                                                                                                                                                                                            func (x *WeightedStringStatistics) Reset()

                                                                                                                                                                                                                                                                            func (*WeightedStringStatistics) String

                                                                                                                                                                                                                                                                            func (x *WeightedStringStatistics) String() string