proto

package
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 Go to latest Published: Sep 29, 2021 License: Apache-2.0 Imports: 5 Imported by: 0

Documentation

Overview

Package proto is a generated protocol buffer package.

It is generated from these files: 

tensorflow/contrib/decision_trees/proto/generic_tree_model.proto
tensorflow/contrib/decision_trees/proto/generic_tree_model_extensions.proto

It has these top-level messages: 

Model
ModelAndFeatures
Ensemble
Summation
Averaging
DecisionTree
TreeNode
BinaryNode
SparseVector
Vector
Leaf
FeatureId
ObliqueFeatures
InequalityTest
Value
MatchingValuesTest

Index

Constants

This section is empty.

Variables

View Source 
var BinaryNode_Direction_name = map[int32]string{
	0: "LEFT",
	1: "RIGHT",
}
View Source 
var BinaryNode_Direction_value = map[string]int32{
	"LEFT":  0,
	"RIGHT": 1,
}
View Source 
var InequalityTest_Type_name = map[int32]string{
	0: "LESS_OR_EQUAL",
	1: "LESS_THAN",
	2: "GREATER_OR_EQUAL",
	3: "GREATER_THAN",
}
View Source 
var InequalityTest_Type_value = map[string]int32{
	"LESS_OR_EQUAL":    0,
	"LESS_THAN":        1,
	"GREATER_OR_EQUAL": 2,
	"GREATER_THAN":     3,
}

Functions

This section is empty.

Types

type Averaging 

type Averaging struct {
	AdditionalData []*google_protobuf.Any `protobuf:"bytes,1,rep,name=additional_data,json=additionalData" json:"additional_data,omitempty"`
}

When present, the Ensemble's output is the average of member models' outputs.

func (*Averaging) Descriptor 

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

func (*Averaging) GetAdditionalData 

func (m *Averaging) GetAdditionalData() []*google_protobuf.Any

func (*Averaging) ProtoMessage 

func (*Averaging) ProtoMessage()

func (*Averaging) Reset 

func (m *Averaging) Reset()

func (*Averaging) String 

func (m *Averaging) String() string

type BinaryNode 

type BinaryNode struct {
	LeftChildId  *google_protobuf1.Int32Value `protobuf:"bytes,1,opt,name=left_child_id,json=leftChildId" json:"left_child_id,omitempty"`
	RightChildId *google_protobuf1.Int32Value `protobuf:"bytes,2,opt,name=right_child_id,json=rightChildId" json:"right_child_id,omitempty"`
	// When left_child_test is undefined for a particular datapoint (e.g. because
	// it's not defined when feature value is missing), the datapoint should go
	// in this direction.
	DefaultDirection BinaryNode_Direction `` /* 155-byte string literal not displayed */
	// When a datapoint satisfies the test, it should be propagated to the left
	// child.
	//
	// Types that are valid to be assigned to LeftChildTest:
	//	*BinaryNode_InequalityLeftChildTest
	//	*BinaryNode_CustomLeftChildTest
	LeftChildTest isBinaryNode_LeftChildTest `protobuf_oneof:"left_child_test"`
}

func (*BinaryNode) Descriptor 

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

func (*BinaryNode) GetCustomLeftChildTest 

func (m *BinaryNode) GetCustomLeftChildTest() *google_protobuf.Any

func (*BinaryNode) GetDefaultDirection 

func (m *BinaryNode) GetDefaultDirection() BinaryNode_Direction

func (*BinaryNode) GetInequalityLeftChildTest 

func (m *BinaryNode) GetInequalityLeftChildTest() *InequalityTest

func (*BinaryNode) GetLeftChildId 

func (m *BinaryNode) GetLeftChildId() *google_protobuf1.Int32Value

func (*BinaryNode) GetLeftChildTest 

func (m *BinaryNode) GetLeftChildTest() isBinaryNode_LeftChildTest

func (*BinaryNode) GetRightChildId 

func (m *BinaryNode) GetRightChildId() *google_protobuf1.Int32Value

func (*BinaryNode) ProtoMessage 

func (*BinaryNode) ProtoMessage()

func (*BinaryNode) Reset 

func (m *BinaryNode) Reset()

func (*BinaryNode) String 

func (m *BinaryNode) String() string

func (*BinaryNode) XXX_OneofFuncs 

func (*BinaryNode) XXX_OneofFuncs() (func(msg proto1.Message, b *proto1.Buffer) error, func(msg proto1.Message, tag, wire int, b *proto1.Buffer) (bool, error), func(msg proto1.Message) (n int), []interface{})

XXX_OneofFuncs is for the internal use of the proto package.

type BinaryNode_CustomLeftChildTest 

type BinaryNode_CustomLeftChildTest struct {
	CustomLeftChildTest *google_protobuf.Any `protobuf:"bytes,5,opt,name=custom_left_child_test,json=customLeftChildTest,oneof"`
}

type BinaryNode_Direction 

type BinaryNode_Direction int32
const (
	BinaryNode_LEFT  BinaryNode_Direction = 0
	BinaryNode_RIGHT BinaryNode_Direction = 1
)

func (BinaryNode_Direction) EnumDescriptor 

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

func (BinaryNode_Direction) String 

func (x BinaryNode_Direction) String() string

type BinaryNode_InequalityLeftChildTest 

type BinaryNode_InequalityLeftChildTest struct {
	InequalityLeftChildTest *InequalityTest `protobuf:"bytes,4,opt,name=inequality_left_child_test,json=inequalityLeftChildTest,oneof"`
}

type DecisionTree 

type DecisionTree struct {
	Nodes          []*TreeNode            `protobuf:"bytes,1,rep,name=nodes" json:"nodes,omitempty"`
	AdditionalData []*google_protobuf.Any `protobuf:"bytes,2,rep,name=additional_data,json=additionalData" json:"additional_data,omitempty"`
}

func (*DecisionTree) Descriptor 

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

func (*DecisionTree) GetAdditionalData 

func (m *DecisionTree) GetAdditionalData() []*google_protobuf.Any

func (*DecisionTree) GetNodes 

func (m *DecisionTree) GetNodes() []*TreeNode

func (*DecisionTree) ProtoMessage 

func (*DecisionTree) ProtoMessage()

func (*DecisionTree) Reset 

func (m *DecisionTree) Reset()

func (*DecisionTree) String 

func (m *DecisionTree) String() string

type Ensemble 

type Ensemble struct {
	Members []*Ensemble_Member `protobuf:"bytes,100,rep,name=members" json:"members,omitempty"`
	// The presence of a certain combination_technique indicates how to combine
	// the outputs of member models in order to compute the ensemble's output.
	//
	// Types that are valid to be assigned to CombinationTechnique:
	//	*Ensemble_SummationCombinationTechnique
	//	*Ensemble_AveragingCombinationTechnique
	//	*Ensemble_CustomCombinationTechnique
	CombinationTechnique isEnsemble_CombinationTechnique `protobuf_oneof:"combination_technique"`
	AdditionalData       []*google_protobuf.Any          `protobuf:"bytes,4,rep,name=additional_data,json=additionalData" json:"additional_data,omitempty"`
}

An ordered sequence of models. This message can be used to express bagged or boosted models, as well as custom ensembles.

func (*Ensemble) Descriptor 

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

func (*Ensemble) GetAdditionalData 

func (m *Ensemble) GetAdditionalData() []*google_protobuf.Any

func (*Ensemble) GetAveragingCombinationTechnique 

func (m *Ensemble) GetAveragingCombinationTechnique() *Averaging

func (*Ensemble) GetCombinationTechnique 

func (m *Ensemble) GetCombinationTechnique() isEnsemble_CombinationTechnique

func (*Ensemble) GetCustomCombinationTechnique 

func (m *Ensemble) GetCustomCombinationTechnique() *google_protobuf.Any

func (*Ensemble) GetMembers 

func (m *Ensemble) GetMembers() []*Ensemble_Member

func (*Ensemble) GetSummationCombinationTechnique 

func (m *Ensemble) GetSummationCombinationTechnique() *Summation

func (*Ensemble) ProtoMessage 

func (*Ensemble) ProtoMessage()

func (*Ensemble) Reset 

func (m *Ensemble) Reset()

func (*Ensemble) String 

func (m *Ensemble) String() string

func (*Ensemble) XXX_OneofFuncs 

func (*Ensemble) XXX_OneofFuncs() (func(msg proto1.Message, b *proto1.Buffer) error, func(msg proto1.Message, tag, wire int, b *proto1.Buffer) (bool, error), func(msg proto1.Message) (n int), []interface{})

XXX_OneofFuncs is for the internal use of the proto package.

type Ensemble_AveragingCombinationTechnique 

type Ensemble_AveragingCombinationTechnique struct {
	AveragingCombinationTechnique *Averaging `protobuf:"bytes,2,opt,name=averaging_combination_technique,json=averagingCombinationTechnique,oneof"`
}

type Ensemble_CustomCombinationTechnique 

type Ensemble_CustomCombinationTechnique struct {
	CustomCombinationTechnique *google_protobuf.Any `protobuf:"bytes,3,opt,name=custom_combination_technique,json=customCombinationTechnique,oneof"`
}

type Ensemble_Member 

type Ensemble_Member struct {
	Submodel       *Model                       `protobuf:"bytes,1,opt,name=submodel" json:"submodel,omitempty"`
	SubmodelId     *google_protobuf1.Int32Value `protobuf:"bytes,2,opt,name=submodel_id,json=submodelId" json:"submodel_id,omitempty"`
	AdditionalData []*google_protobuf.Any       `protobuf:"bytes,3,rep,name=additional_data,json=additionalData" json:"additional_data,omitempty"`
}

func (*Ensemble_Member) Descriptor 

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

func (*Ensemble_Member) GetAdditionalData 

func (m *Ensemble_Member) GetAdditionalData() []*google_protobuf.Any

func (*Ensemble_Member) GetSubmodel 

func (m *Ensemble_Member) GetSubmodel() *Model

func (*Ensemble_Member) GetSubmodelId 

func (m *Ensemble_Member) GetSubmodelId() *google_protobuf1.Int32Value

func (*Ensemble_Member) ProtoMessage 

func (*Ensemble_Member) ProtoMessage()

func (*Ensemble_Member) Reset 

func (m *Ensemble_Member) Reset()

func (*Ensemble_Member) String 

func (m *Ensemble_Member) String() string

type Ensemble_SummationCombinationTechnique 

type Ensemble_SummationCombinationTechnique struct {
	SummationCombinationTechnique *Summation `protobuf:"bytes,1,opt,name=summation_combination_technique,json=summationCombinationTechnique,oneof"`
}

type FeatureId 

type FeatureId struct {
	Id             *google_protobuf1.StringValue `protobuf:"bytes,1,opt,name=id" json:"id,omitempty"`
	AdditionalData []*google_protobuf.Any        `protobuf:"bytes,2,rep,name=additional_data,json=additionalData" json:"additional_data,omitempty"`
}

func (*FeatureId) Descriptor 

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

func (*FeatureId) GetAdditionalData 

func (m *FeatureId) GetAdditionalData() []*google_protobuf.Any

func (*FeatureId) GetId 

func (m *FeatureId) GetId() *google_protobuf1.StringValue

func (*FeatureId) ProtoMessage 

func (*FeatureId) ProtoMessage()

func (*FeatureId) Reset 

func (m *FeatureId) Reset()

func (*FeatureId) String 

func (m *FeatureId) String() string

type InequalityTest 

type InequalityTest struct {
	// When the feature is missing, the test's outcome is undefined.
	//
	// Types that are valid to be assigned to FeatureSum:
	//	*InequalityTest_FeatureId
	//	*InequalityTest_Oblique
	FeatureSum isInequalityTest_FeatureSum `protobuf_oneof:"FeatureSum"`
	Type       InequalityTest_Type         `protobuf:"varint,2,opt,name=type,enum=tensorflow.decision_trees.InequalityTest_Type" json:"type,omitempty"`
	Threshold  *Value                      `protobuf:"bytes,3,opt,name=threshold" json:"threshold,omitempty"`
}

func (*InequalityTest) Descriptor 

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

func (*InequalityTest) GetFeatureId 

func (m *InequalityTest) GetFeatureId() *FeatureId

func (*InequalityTest) GetFeatureSum 

func (m *InequalityTest) GetFeatureSum() isInequalityTest_FeatureSum

func (*InequalityTest) GetOblique 

func (m *InequalityTest) GetOblique() *ObliqueFeatures

func (*InequalityTest) GetThreshold 

func (m *InequalityTest) GetThreshold() *Value

func (*InequalityTest) GetType 

func (m *InequalityTest) GetType() InequalityTest_Type

func (*InequalityTest) ProtoMessage 

func (*InequalityTest) ProtoMessage()

func (*InequalityTest) Reset 

func (m *InequalityTest) Reset()

func (*InequalityTest) String 

func (m *InequalityTest) String() string

func (*InequalityTest) XXX_OneofFuncs 

func (*InequalityTest) XXX_OneofFuncs() (func(msg proto1.Message, b *proto1.Buffer) error, func(msg proto1.Message, tag, wire int, b *proto1.Buffer) (bool, error), func(msg proto1.Message) (n int), []interface{})

XXX_OneofFuncs is for the internal use of the proto package.

type InequalityTest_FeatureId 

type InequalityTest_FeatureId struct {
	FeatureId *FeatureId `protobuf:"bytes,1,opt,name=feature_id,json=featureId,oneof"`
}

type InequalityTest_Oblique 

type InequalityTest_Oblique struct {
	Oblique *ObliqueFeatures `protobuf:"bytes,4,opt,name=oblique,oneof"`
}

type InequalityTest_Type 

type InequalityTest_Type int32
const (
	InequalityTest_LESS_OR_EQUAL    InequalityTest_Type = 0
	InequalityTest_LESS_THAN        InequalityTest_Type = 1
	InequalityTest_GREATER_OR_EQUAL InequalityTest_Type = 2
	InequalityTest_GREATER_THAN     InequalityTest_Type = 3
)

func (InequalityTest_Type) EnumDescriptor 

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

func (InequalityTest_Type) String 

func (x InequalityTest_Type) String() string

type Leaf 

type Leaf struct {
	// Types that are valid to be assigned to Leaf:
	//	*Leaf_Vector
	//	*Leaf_SparseVector
	Leaf isLeaf_Leaf `protobuf_oneof:"leaf"`
	// For non-standard handling of leaves.
	AdditionalData []*google_protobuf.Any `protobuf:"bytes,3,rep,name=additional_data,json=additionalData" json:"additional_data,omitempty"`
}

func (*Leaf) Descriptor 

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

func (*Leaf) GetAdditionalData 

func (m *Leaf) GetAdditionalData() []*google_protobuf.Any

func (*Leaf) GetLeaf 

func (m *Leaf) GetLeaf() isLeaf_Leaf

func (*Leaf) GetSparseVector 

func (m *Leaf) GetSparseVector() *SparseVector

func (*Leaf) GetVector 

func (m *Leaf) GetVector() *Vector

func (*Leaf) ProtoMessage 

func (*Leaf) ProtoMessage()

func (*Leaf) Reset 

func (m *Leaf) Reset()

func (*Leaf) String 

func (m *Leaf) String() string

func (*Leaf) XXX_OneofFuncs 

func (*Leaf) XXX_OneofFuncs() (func(msg proto1.Message, b *proto1.Buffer) error, func(msg proto1.Message, tag, wire int, b *proto1.Buffer) (bool, error), func(msg proto1.Message) (n int), []interface{})

XXX_OneofFuncs is for the internal use of the proto package.

type Leaf_SparseVector 

type Leaf_SparseVector struct {
	SparseVector *SparseVector `protobuf:"bytes,2,opt,name=sparse_vector,json=sparseVector,oneof"`
}

type Leaf_Vector 

type Leaf_Vector struct {
	Vector *Vector `protobuf:"bytes,1,opt,name=vector,oneof"`
}

type MatchingValuesTest 

type MatchingValuesTest struct {
	// When the feature is missing, the test's outcome is undefined.
	FeatureId *FeatureId `protobuf:"bytes,1,opt,name=feature_id,json=featureId" json:"feature_id,omitempty"`
	Value     []*Value   `protobuf:"bytes,2,rep,name=value" json:"value,omitempty"`
	Inverse   bool       `protobuf:"varint,3,opt,name=inverse" json:"inverse,omitempty"`
}

Used in generic_tree_model.BinaryNode.left_child_test. Tests whether the feature's value belongs to the specified list, (or does not belong if inverse=True).

func (*MatchingValuesTest) Descriptor 

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

func (*MatchingValuesTest) GetFeatureId 

func (m *MatchingValuesTest) GetFeatureId() *FeatureId

func (*MatchingValuesTest) GetInverse 

func (m *MatchingValuesTest) GetInverse() bool

func (*MatchingValuesTest) GetValue 

func (m *MatchingValuesTest) GetValue() []*Value

func (*MatchingValuesTest) ProtoMessage 

func (*MatchingValuesTest) ProtoMessage()

func (*MatchingValuesTest) Reset 

func (m *MatchingValuesTest) Reset()

func (*MatchingValuesTest) String 

func (m *MatchingValuesTest) String() string

type Model 

type Model struct {
	// Types that are valid to be assigned to Model:
	//	*Model_DecisionTree
	//	*Model_Ensemble
	//	*Model_CustomModel
	Model          isModel_Model          `protobuf_oneof:"model"`
	AdditionalData []*google_protobuf.Any `protobuf:"bytes,4,rep,name=additional_data,json=additionalData" json:"additional_data,omitempty"`
}

A generic handle for any type of model.

func (*Model) Descriptor 

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

func (*Model) GetAdditionalData 

func (m *Model) GetAdditionalData() []*google_protobuf.Any

func (*Model) GetCustomModel 

func (m *Model) GetCustomModel() *google_protobuf.Any

func (*Model) GetDecisionTree 

func (m *Model) GetDecisionTree() *DecisionTree

func (*Model) GetEnsemble 

func (m *Model) GetEnsemble() *Ensemble

func (*Model) GetModel 

func (m *Model) GetModel() isModel_Model

func (*Model) ProtoMessage 

func (*Model) ProtoMessage()

func (*Model) Reset 

func (m *Model) Reset()

func (*Model) String 

func (m *Model) String() string

func (*Model) XXX_OneofFuncs 

func (*Model) XXX_OneofFuncs() (func(msg proto1.Message, b *proto1.Buffer) error, func(msg proto1.Message, tag, wire int, b *proto1.Buffer) (bool, error), func(msg proto1.Message) (n int), []interface{})

XXX_OneofFuncs is for the internal use of the proto package.

type ModelAndFeatures 

type ModelAndFeatures struct {
	// Given a FeatureId feature_id, the feature's description is in
	// features[feature_id.id.value].
	Features       map[string]*ModelAndFeatures_Feature `` /* 136-byte string literal not displayed */
	Model          *Model                               `protobuf:"bytes,2,opt,name=model" json:"model,omitempty"`
	AdditionalData []*google_protobuf.Any               `protobuf:"bytes,3,rep,name=additional_data,json=additionalData" json:"additional_data,omitempty"`
}

func (*ModelAndFeatures) Descriptor 

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

func (*ModelAndFeatures) GetAdditionalData 

func (m *ModelAndFeatures) GetAdditionalData() []*google_protobuf.Any

func (*ModelAndFeatures) GetFeatures 

func (m *ModelAndFeatures) GetFeatures() map[string]*ModelAndFeatures_Feature

func (*ModelAndFeatures) GetModel 

func (m *ModelAndFeatures) GetModel() *Model

func (*ModelAndFeatures) ProtoMessage 

func (*ModelAndFeatures) ProtoMessage()

func (*ModelAndFeatures) Reset 

func (m *ModelAndFeatures) Reset()

func (*ModelAndFeatures) String 

func (m *ModelAndFeatures) String() string

type ModelAndFeatures_Feature 

type ModelAndFeatures_Feature struct {
	// TODO(jonasz): Remove this field, as it's confusing. Ctx: cr/153569450.
	FeatureId      *FeatureId             `protobuf:"bytes,1,opt,name=feature_id,json=featureId" json:"feature_id,omitempty"`
	AdditionalData []*google_protobuf.Any `protobuf:"bytes,2,rep,name=additional_data,json=additionalData" json:"additional_data,omitempty"`
}

func (*ModelAndFeatures_Feature) Descriptor 

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

func (*ModelAndFeatures_Feature) GetAdditionalData 

func (m *ModelAndFeatures_Feature) GetAdditionalData() []*google_protobuf.Any

func (*ModelAndFeatures_Feature) GetFeatureId 

func (m *ModelAndFeatures_Feature) GetFeatureId() *FeatureId

func (*ModelAndFeatures_Feature) ProtoMessage 

func (*ModelAndFeatures_Feature) ProtoMessage()

func (*ModelAndFeatures_Feature) Reset 

func (m *ModelAndFeatures_Feature) Reset()

func (*ModelAndFeatures_Feature) String 

func (m *ModelAndFeatures_Feature) String() string

type Model_CustomModel 

type Model_CustomModel struct {
	CustomModel *google_protobuf.Any `protobuf:"bytes,3,opt,name=custom_model,json=customModel,oneof"`
}

type Model_DecisionTree 

type Model_DecisionTree struct {
	DecisionTree *DecisionTree `protobuf:"bytes,1,opt,name=decision_tree,json=decisionTree,oneof"`
}

type Model_Ensemble 

type Model_Ensemble struct {
	Ensemble *Ensemble `protobuf:"bytes,2,opt,name=ensemble,oneof"`
}

type ObliqueFeatures 

type ObliqueFeatures struct {
	// total value is sum(features[i] * weights[i]).
	Features []*FeatureId `protobuf:"bytes,1,rep,name=features" json:"features,omitempty"`
	Weights  []float32    `protobuf:"fixed32,2,rep,packed,name=weights" json:"weights,omitempty"`
}

func (*ObliqueFeatures) Descriptor 

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

func (*ObliqueFeatures) GetFeatures 

func (m *ObliqueFeatures) GetFeatures() []*FeatureId

func (*ObliqueFeatures) GetWeights 

func (m *ObliqueFeatures) GetWeights() []float32

func (*ObliqueFeatures) ProtoMessage 

func (*ObliqueFeatures) ProtoMessage()

func (*ObliqueFeatures) Reset 

func (m *ObliqueFeatures) Reset()

func (*ObliqueFeatures) String 

func (m *ObliqueFeatures) String() string

type SparseVector 

type SparseVector struct {
	SparseValue map[int64]*Value `` /* 162-byte string literal not displayed */
}

A SparseVector represents a vector in which only certain select elements are non-zero. Maps labels to values (e.g. class id to probability or count).

func (*SparseVector) Descriptor 

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

func (*SparseVector) GetSparseValue 

func (m *SparseVector) GetSparseValue() map[int64]*Value

func (*SparseVector) ProtoMessage 

func (*SparseVector) ProtoMessage()

func (*SparseVector) Reset 

func (m *SparseVector) Reset()

func (*SparseVector) String 

func (m *SparseVector) String() string

type Summation 

type Summation struct {
	AdditionalData []*google_protobuf.Any `protobuf:"bytes,1,rep,name=additional_data,json=additionalData" json:"additional_data,omitempty"`
}

When present, the Ensemble's output is the sum of member models' outputs.

func (*Summation) Descriptor 

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

func (*Summation) GetAdditionalData 

func (m *Summation) GetAdditionalData() []*google_protobuf.Any

func (*Summation) ProtoMessage 

func (*Summation) ProtoMessage()

func (*Summation) Reset 

func (m *Summation) Reset()

func (*Summation) String 

func (m *Summation) String() string

type TreeNode 

type TreeNode struct {
	// Following fields are provided for convenience and better readability.
	// Filling them in is not required.
	NodeId      *google_protobuf1.Int32Value `protobuf:"bytes,1,opt,name=node_id,json=nodeId" json:"node_id,omitempty"`
	Depth       *google_protobuf1.Int32Value `protobuf:"bytes,2,opt,name=depth" json:"depth,omitempty"`
	SubtreeSize *google_protobuf1.Int32Value `protobuf:"bytes,3,opt,name=subtree_size,json=subtreeSize" json:"subtree_size,omitempty"`
	// Types that are valid to be assigned to NodeType:
	//	*TreeNode_BinaryNode
	//	*TreeNode_Leaf
	//	*TreeNode_CustomNodeType
	NodeType       isTreeNode_NodeType    `protobuf_oneof:"node_type"`
	AdditionalData []*google_protobuf.Any `protobuf:"bytes,7,rep,name=additional_data,json=additionalData" json:"additional_data,omitempty"`
}

func (*TreeNode) Descriptor 

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

func (*TreeNode) GetAdditionalData 

func (m *TreeNode) GetAdditionalData() []*google_protobuf.Any

func (*TreeNode) GetBinaryNode 

func (m *TreeNode) GetBinaryNode() *BinaryNode

func (*TreeNode) GetCustomNodeType 

func (m *TreeNode) GetCustomNodeType() *google_protobuf.Any

func (*TreeNode) GetDepth 

func (m *TreeNode) GetDepth() *google_protobuf1.Int32Value

func (*TreeNode) GetLeaf 

func (m *TreeNode) GetLeaf() *Leaf

func (*TreeNode) GetNodeId 

func (m *TreeNode) GetNodeId() *google_protobuf1.Int32Value

func (*TreeNode) GetNodeType 

func (m *TreeNode) GetNodeType() isTreeNode_NodeType

func (*TreeNode) GetSubtreeSize 

func (m *TreeNode) GetSubtreeSize() *google_protobuf1.Int32Value

func (*TreeNode) ProtoMessage 

func (*TreeNode) ProtoMessage()

func (*TreeNode) Reset 

func (m *TreeNode) Reset()

func (*TreeNode) String 

func (m *TreeNode) String() string

func (*TreeNode) XXX_OneofFuncs 

func (*TreeNode) XXX_OneofFuncs() (func(msg proto1.Message, b *proto1.Buffer) error, func(msg proto1.Message, tag, wire int, b *proto1.Buffer) (bool, error), func(msg proto1.Message) (n int), []interface{})

XXX_OneofFuncs is for the internal use of the proto package.

type TreeNode_BinaryNode 

type TreeNode_BinaryNode struct {
	BinaryNode *BinaryNode `protobuf:"bytes,4,opt,name=binary_node,json=binaryNode,oneof"`
}

type TreeNode_CustomNodeType 

type TreeNode_CustomNodeType struct {
	CustomNodeType *google_protobuf.Any `protobuf:"bytes,6,opt,name=custom_node_type,json=customNodeType,oneof"`
}

type TreeNode_Leaf 

type TreeNode_Leaf struct {
	Leaf *Leaf `protobuf:"bytes,5,opt,name=leaf,oneof"`
}

type Value 

type Value struct {
	// Types that are valid to be assigned to Value:
	//	*Value_FloatValue
	//	*Value_DoubleValue
	//	*Value_Int32Value
	//	*Value_Int64Value
	//	*Value_CustomValue
	Value isValue_Value `protobuf_oneof:"value"`
}

Represents a single value of any type, e.g. 5 or "abc".

func (*Value) Descriptor 

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

func (*Value) GetCustomValue 

func (m *Value) GetCustomValue() *google_protobuf.Any

func (*Value) GetDoubleValue 

func (m *Value) GetDoubleValue() float64

func (*Value) GetFloatValue 

func (m *Value) GetFloatValue() float32

func (*Value) GetInt32Value 

func (m *Value) GetInt32Value() int32

func (*Value) GetInt64Value 

func (m *Value) GetInt64Value() int64

func (*Value) GetValue 

func (m *Value) GetValue() isValue_Value

func (*Value) ProtoMessage 

func (*Value) ProtoMessage()

func (*Value) Reset 

func (m *Value) Reset()

func (*Value) String 

func (m *Value) String() string

func (*Value) XXX_OneofFuncs 

func (*Value) XXX_OneofFuncs() (func(msg proto1.Message, b *proto1.Buffer) error, func(msg proto1.Message, tag, wire int, b *proto1.Buffer) (bool, error), func(msg proto1.Message) (n int), []interface{})

XXX_OneofFuncs is for the internal use of the proto package.

type Value_CustomValue 

type Value_CustomValue struct {
	CustomValue *google_protobuf.Any `protobuf:"bytes,5,opt,name=custom_value,json=customValue,oneof"`
}

type Value_DoubleValue 

type Value_DoubleValue struct {
	DoubleValue float64 `protobuf:"fixed64,2,opt,name=double_value,json=doubleValue,oneof"`
}

type Value_FloatValue 

type Value_FloatValue struct {
	FloatValue float32 `protobuf:"fixed32,1,opt,name=float_value,json=floatValue,oneof"`
}

type Value_Int32Value 

type Value_Int32Value struct {
	Int32Value int32 `protobuf:"varint,3,opt,name=int32_value,json=int32Value,oneof"`
}

type Value_Int64Value 

type Value_Int64Value struct {
	Int64Value int64 `protobuf:"varint,4,opt,name=int64_value,json=int64Value,oneof"`
}

type Vector 

type Vector struct {
	Value []*Value `protobuf:"bytes,1,rep,name=value" json:"value,omitempty"`
}

func (*Vector) Descriptor 

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

func (*Vector) GetValue 

func (m *Vector) GetValue() []*Value

func (*Vector) ProtoMessage 

func (*Vector) ProtoMessage()

func (*Vector) Reset 

func (m *Vector) Reset()

func (*Vector) String 

func (m *Vector) String() string

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