public

package
v0.0.0-...-49c2fb3 Latest Latest
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 Go to latest Published: Jun 26, 2023 License: Apache-2.0 Imports: 6 Imported by: 0

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Index

Constants

This section is empty.

Variables

View Source 
var (
	FileHeader_Environment_name = map[int32]string{
		0: "UNKNOWN",
		1: "TRAINING",
		2: "VALIDATION",
		3: "PRODUCTION",
	}
	FileHeader_Environment_value = map[string]int32{
		"UNKNOWN":    0,
		"TRAINING":   1,
		"VALIDATION": 2,
		"PRODUCTION": 3,
	}
)

Enum value maps for FileHeader_Environment.

View Source 
var (
	Schema_Environment_name = map[int32]string{
		0: "UNKNOWN_ENVIRONMENT",
		1: "TRAINING",
		2: "VALIDATION",
		3: "PRODUCTION",
	}
	Schema_Environment_value = map[string]int32{
		"UNKNOWN_ENVIRONMENT": 0,
		"TRAINING":            1,
		"VALIDATION":          2,
		"PRODUCTION":          3,
	}
)

Enum value maps for Schema_Environment.

View Source 
var (
	Schema_ModelType_name = map[int32]string{
		0: "UNKNOWN_MODELTYPE",
		1: "BINARY",
		2: "NUMERIC",
		3: "CATEGORICAL",
		4: "SCORE_CATEGORICAL",
		5: "RANKING",
		6: "OBJECT_DETECTION",
		7: "GENERATIVE_LLM",
	}
	Schema_ModelType_value = map[string]int32{
		"UNKNOWN_MODELTYPE": 0,
		"BINARY":            1,
		"NUMERIC":           2,
		"CATEGORICAL":       3,
		"SCORE_CATEGORICAL": 4,
		"RANKING":           5,
		"OBJECT_DETECTION":  6,
		"GENERATIVE_LLM":    7,
	}
)

Enum value maps for Schema_ModelType.

View Source 
var File_receiver_protocol_public_public_proto protoreflect.FileDescriptor

Functions

This section is empty.

Types

type Actual 

type Actual struct {
	Timestamp *timestamppb.Timestamp `protobuf:"bytes,1,opt,name=timestamp,proto3" json:"timestamp,omitempty"`
	// Deprecated: Do not use.
	Label *Label `protobuf:"bytes,2,opt,name=label,proto3" json:"label,omitempty"`
	// tags is a map of human readable model input field that will be used to group together a subset of Actuals
	// for a given model_id and model_version. Separated from features in the UI and is normally used for model metadata.
	// For an Actual with a tag, if its corresponding Prediction also has a tag,
	// we save the Prediction's tag in the Conclusion record and this tag is discarded. Otherwise this tag is saved.
	Tags        map[string]*Value `` /* 149-byte string literal not displayed */
	ActualLabel *ActualLabel      `protobuf:"bytes,4,opt,name=actual_label,json=actualLabel,proto3" json:"actual_label,omitempty"`
	// contains filtered or unexported fields
}

Actual is the actual label part of the Record

func (*Actual) Descriptor deprecated 

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

Deprecated: Use Actual.ProtoReflect.Descriptor instead.

func (*Actual) GetActualLabel 

func (x *Actual) GetActualLabel() *ActualLabel

func (*Actual) GetLabel deprecated 

func (x *Actual) GetLabel() *Label

Deprecated: Do not use.

func (*Actual) GetTags 

func (x *Actual) GetTags() map[string]*Value

func (*Actual) GetTimestamp 

func (x *Actual) GetTimestamp() *timestamppb.Timestamp

func (*Actual) ProtoMessage 

func (*Actual) ProtoMessage()

func (*Actual) ProtoReflect 

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

func (*Actual) Reset 

func (x *Actual) Reset()

func (*Actual) String 

func (x *Actual) String() string

type ActualLabel 

type ActualLabel struct {

	// Types that are assignable to Data:
	//
	//	*ActualLabel_Binary
	//	*ActualLabel_Categorical
	//	*ActualLabel_Numeric
	//	*ActualLabel_ScoreCategorical
	//	*ActualLabel_Ranking
	//	*ActualLabel_ObjectDetection
	Data isActualLabel_Data `protobuf_oneof:"data"`
	// contains filtered or unexported fields
}

func (*ActualLabel) Descriptor deprecated 

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

Deprecated: Use ActualLabel.ProtoReflect.Descriptor instead.

func (*ActualLabel) GetBinary 

func (x *ActualLabel) GetBinary() bool

func (*ActualLabel) GetCategorical 

func (x *ActualLabel) GetCategorical() string

func (*ActualLabel) GetData 

func (m *ActualLabel) GetData() isActualLabel_Data

func (*ActualLabel) GetNumeric 

func (x *ActualLabel) GetNumeric() float64

func (*ActualLabel) GetObjectDetection 

func (x *ActualLabel) GetObjectDetection() *ObjectDetection

func (*ActualLabel) GetRanking 

func (x *ActualLabel) GetRanking() *RankingActual

func (*ActualLabel) GetScoreCategorical 

func (x *ActualLabel) GetScoreCategorical() *ScoreCategorical

func (*ActualLabel) ProtoMessage 

func (*ActualLabel) ProtoMessage()

func (*ActualLabel) ProtoReflect 

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

func (*ActualLabel) Reset 

func (x *ActualLabel) Reset()

func (*ActualLabel) String 

func (x *ActualLabel) String() string

type ActualLabel_Binary 

type ActualLabel_Binary struct {
	Binary bool `protobuf:"varint,1,opt,name=binary,proto3,oneof"`
}

type ActualLabel_Categorical 

type ActualLabel_Categorical struct {
	Categorical string `protobuf:"bytes,2,opt,name=categorical,proto3,oneof"`
}

type ActualLabel_Numeric 

type ActualLabel_Numeric struct {
	Numeric float64 `protobuf:"fixed64,3,opt,name=numeric,proto3,oneof"`
}

type ActualLabel_ObjectDetection 

type ActualLabel_ObjectDetection struct {
	ObjectDetection *ObjectDetection `protobuf:"bytes,6,opt,name=object_detection,json=objectDetection,proto3,oneof"`
}

type ActualLabel_Ranking 

type ActualLabel_Ranking struct {
	Ranking *RankingActual `protobuf:"bytes,5,opt,name=ranking,proto3,oneof"`
}

type ActualLabel_ScoreCategorical 

type ActualLabel_ScoreCategorical struct {
	ScoreCategorical *ScoreCategorical `protobuf:"bytes,4,opt,name=score_categorical,json=scoreCategorical,proto3,oneof"`
}

type ArrowFileUploadResponse 

type ArrowFileUploadResponse struct {

	// error field is set if any error was encountered during the file upload request. If request was successful this field
	// is an empty string
	Error string `protobuf:"bytes,1,opt,name=error,proto3" json:"error,omitempty"`
	// the URI to the real time ingestion page that will show real time ingestion stats on the records sent in via the file upload
	// this field is empty if an error occurred during the request.
	RealTimeIngestionUri string `protobuf:"bytes,2,opt,name=real_time_ingestion_uri,json=realTimeIngestionUri,proto3" json:"real_time_ingestion_uri,omitempty"`
	// contains filtered or unexported fields
}

ArrowFileUploadResponse is the response body for the ArrowFileUpload receiver endpoint.

func (*ArrowFileUploadResponse) Descriptor deprecated 

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

Deprecated: Use ArrowFileUploadResponse.ProtoReflect.Descriptor instead.

func (*ArrowFileUploadResponse) GetError 

func (x *ArrowFileUploadResponse) GetError() string

func (*ArrowFileUploadResponse) GetRealTimeIngestionUri 

func (x *ArrowFileUploadResponse) GetRealTimeIngestionUri() string

func (*ArrowFileUploadResponse) ProtoMessage 

func (*ArrowFileUploadResponse) ProtoMessage()

func (*ArrowFileUploadResponse) ProtoReflect 

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

func (*ArrowFileUploadResponse) Reset 

func (x *ArrowFileUploadResponse) Reset()

func (*ArrowFileUploadResponse) String 

func (x *ArrowFileUploadResponse) String() string

type BulkRecord 

type BulkRecord struct {

	// Uniquely identifies the user account in our system
	//
	// Deprecated: Do not use.
	OrganizationKey string `protobuf:"bytes,1,opt,name=organization_key,json=organizationKey,proto3" json:"organization_key,omitempty"`
	// model_id is a user-defined field that should be unique within their account
	// and will be used to group together a set of predictions and actuals
	ModelId string `protobuf:"bytes,2,opt,name=model_id,json=modelId,proto3" json:"model_id,omitempty"`
	// model_version is a user-defined field that will be used to group together a subset of predictions and actuals
	// for a given model_id
	ModelVersion string    `protobuf:"bytes,3,opt,name=model_version,json=modelVersion,proto3" json:"model_version,omitempty"`
	Records      []*Record `protobuf:"bytes,5,rep,name=records,proto3" json:"records,omitempty"`
	// Uniquely identifies the user account in our system
	SpaceKey string `protobuf:"bytes,6,opt,name=space_key,json=spaceKey,proto3" json:"space_key,omitempty"`
	// contains filtered or unexported fields
}

BulkRecord collects a set of actuals or predictions objects which are reconstructed server side into Records for downstream processing

func (*BulkRecord) Descriptor deprecated 

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

Deprecated: Use BulkRecord.ProtoReflect.Descriptor instead.

func (*BulkRecord) GetModelId 

func (x *BulkRecord) GetModelId() string

func (*BulkRecord) GetModelVersion 

func (x *BulkRecord) GetModelVersion() string

func (*BulkRecord) GetOrganizationKey deprecated 

func (x *BulkRecord) GetOrganizationKey() string

Deprecated: Do not use.

func (*BulkRecord) GetRecords 

func (x *BulkRecord) GetRecords() []*Record

func (*BulkRecord) GetSpaceKey 

func (x *BulkRecord) GetSpaceKey() string

func (*BulkRecord) ProtoMessage 

func (*BulkRecord) ProtoMessage()

func (*BulkRecord) ProtoReflect 

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

func (*BulkRecord) Reset 

func (x *BulkRecord) Reset()

func (*BulkRecord) String 

func (x *BulkRecord) String() string

type Embedding 

type Embedding struct {

	// a vector representing the values of the embedding's dimensions
	Vector []float64 `protobuf:"fixed64,1,rep,packed,name=vector,proto3" json:"vector,omitempty"`
	// optional link/url to an associated image or text file
	LinkToData *wrapperspb.StringValue `protobuf:"bytes,3,opt,name=link_to_data,json=linkToData,proto3" json:"link_to_data,omitempty"`
	// RawData contains the raw text data associated with an embedding
	RawData *Embedding_RawData `protobuf:"bytes,4,opt,name=raw_data,json=rawData,proto3" json:"raw_data,omitempty"`
	// contains filtered or unexported fields
}

func (*Embedding) Descriptor deprecated 

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

Deprecated: Use Embedding.ProtoReflect.Descriptor instead.

func (*Embedding) GetLinkToData 

func (x *Embedding) GetLinkToData() *wrapperspb.StringValue

func (*Embedding) GetRawData 

func (x *Embedding) GetRawData() *Embedding_RawData

func (*Embedding) GetVector 

func (x *Embedding) GetVector() []float64

func (*Embedding) ProtoMessage 

func (*Embedding) ProtoMessage()

func (*Embedding) ProtoReflect 

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

func (*Embedding) Reset 

func (x *Embedding) Reset()

func (*Embedding) String 

func (x *Embedding) String() string

type Embedding_RawData 

type Embedding_RawData struct {

	// Types that are assignable to Type:
	//
	//	*Embedding_RawData_TokenArray
	Type isEmbedding_RawData_Type `protobuf_oneof:"type"`
	// contains filtered or unexported fields
}

func (*Embedding_RawData) Descriptor deprecated 

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

Deprecated: Use Embedding_RawData.ProtoReflect.Descriptor instead.

func (*Embedding_RawData) GetTokenArray 

func (x *Embedding_RawData) GetTokenArray() *Embedding_TokenArray

func (*Embedding_RawData) GetType 

func (m *Embedding_RawData) GetType() isEmbedding_RawData_Type

func (*Embedding_RawData) ProtoMessage 

func (*Embedding_RawData) ProtoMessage()

func (*Embedding_RawData) ProtoReflect 

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

func (*Embedding_RawData) Reset 

func (x *Embedding_RawData) Reset()

func (*Embedding_RawData) String 

func (x *Embedding_RawData) String() string

type Embedding_RawData_TokenArray 

type Embedding_RawData_TokenArray struct {
	// If a token array of only one token is sent, we will infer that it is a piece of text
	// and it will show in the UI as text, not token array
	TokenArray *Embedding_TokenArray `protobuf:"bytes,2,opt,name=tokenArray,proto3,oneof"`
}

type Embedding_TokenArray 

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

TokenArray contains list of strings

func (*Embedding_TokenArray) Descriptor deprecated 

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

Deprecated: Use Embedding_TokenArray.ProtoReflect.Descriptor instead.

func (*Embedding_TokenArray) GetTokens 

func (x *Embedding_TokenArray) GetTokens() []string

func (*Embedding_TokenArray) ProtoMessage 

func (*Embedding_TokenArray) ProtoMessage()

func (*Embedding_TokenArray) ProtoReflect 

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

func (*Embedding_TokenArray) Reset 

func (x *Embedding_TokenArray) Reset()

func (*Embedding_TokenArray) String 

func (x *Embedding_TokenArray) String() string

type FeatureImportances 

type FeatureImportances struct {

	// timestamp of the feature importance values request.  If not set this will default to the time
	// of receipt
	Timestamp *timestamppb.Timestamp `protobuf:"bytes,1,opt,name=timestamp,proto3" json:"timestamp,omitempty"`
	// model_version is a user-defined field that ensures that the feature importances are generated using the same model version as the prediction
	// for a given model_id
	ModelVersion string `protobuf:"bytes,2,opt,name=model_version,json=modelVersion,proto3" json:"model_version,omitempty"`
	// importances is a map of human readable model input field containing values that will be used to group together a subset of predictions
	// and feature importance values for a given model_id and model_version
	FeatureImportances map[string]float64 `` /* 205-byte string literal not displayed */
	// contains filtered or unexported fields
}

FeatureImportances contains feature importance values for a prediction

func (*FeatureImportances) Descriptor deprecated 

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

Deprecated: Use FeatureImportances.ProtoReflect.Descriptor instead.

func (*FeatureImportances) GetFeatureImportances 

func (x *FeatureImportances) GetFeatureImportances() map[string]float64

func (*FeatureImportances) GetModelVersion 

func (x *FeatureImportances) GetModelVersion() string

func (*FeatureImportances) GetTimestamp 

func (x *FeatureImportances) GetTimestamp() *timestamppb.Timestamp

func (*FeatureImportances) ProtoMessage 

func (*FeatureImportances) ProtoMessage()

func (*FeatureImportances) ProtoReflect 

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

func (*FeatureImportances) Reset 

func (x *FeatureImportances) Reset()

func (*FeatureImportances) String 

func (x *FeatureImportances) String() string

type FileHeader 

type FileHeader struct {
	Environment FileHeader_Environment `protobuf:"varint,1,opt,name=environment,proto3,enum=public.FileHeader_Environment" json:"environment,omitempty"`
	// contains filtered or unexported fields
}

FileHeader is always the first record in the length delimited binary files accepted by the receiver.

func (*FileHeader) Descriptor deprecated 

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

Deprecated: Use FileHeader.ProtoReflect.Descriptor instead.

func (*FileHeader) GetEnvironment 

func (x *FileHeader) GetEnvironment() FileHeader_Environment

func (*FileHeader) ProtoMessage 

func (*FileHeader) ProtoMessage()

func (*FileHeader) ProtoReflect 

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

func (*FileHeader) Reset 

func (x *FileHeader) Reset()

func (*FileHeader) String 

func (x *FileHeader) String() string

type FileHeader_Environment 

type FileHeader_Environment int32

Denotes the environment of the data being uploaded. 

const (
	FileHeader_UNKNOWN    FileHeader_Environment = 0
	FileHeader_TRAINING   FileHeader_Environment = 1
	FileHeader_VALIDATION FileHeader_Environment = 2
	FileHeader_PRODUCTION FileHeader_Environment = 3
)

func (FileHeader_Environment) Descriptor 

func (FileHeader_Environment) Descriptor() protoreflect.EnumDescriptor

func (FileHeader_Environment) Enum 

func (x FileHeader_Environment) Enum() *FileHeader_Environment

func (FileHeader_Environment) EnumDescriptor deprecated 

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

Deprecated: Use FileHeader_Environment.Descriptor instead.

func (FileHeader_Environment) Number 

func (x FileHeader_Environment) Number() protoreflect.EnumNumber

func (FileHeader_Environment) String 

func (x FileHeader_Environment) String() string

func (FileHeader_Environment) Type 

func (FileHeader_Environment) Type() protoreflect.EnumType

type Label 

type Label struct {

	// Types that are assignable to Data:
	//
	//	*Label_Binary
	//	*Label_Categorical
	//	*Label_Numeric
	//	*Label_ScoreCategorical
	Data isLabel_Data `protobuf_oneof:"data"`
	// contains filtered or unexported fields
}

Label encodes both the type of model and prediction/actual value

func (*Label) Descriptor deprecated 

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

Deprecated: Use Label.ProtoReflect.Descriptor instead.

func (*Label) GetBinary 

func (x *Label) GetBinary() bool

func (*Label) GetCategorical 

func (x *Label) GetCategorical() string

func (*Label) GetData 

func (m *Label) GetData() isLabel_Data

func (*Label) GetNumeric 

func (x *Label) GetNumeric() float64

func (*Label) GetScoreCategorical 

func (x *Label) GetScoreCategorical() *ScoreCategorical

func (*Label) ProtoMessage 

func (*Label) ProtoMessage()

func (*Label) ProtoReflect 

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

func (*Label) Reset 

func (x *Label) Reset()

func (*Label) String 

func (x *Label) String() string

type Label_Binary 

type Label_Binary struct {
	Binary bool `protobuf:"varint,1,opt,name=binary,proto3,oneof"`
}

type Label_Categorical 

type Label_Categorical struct {
	Categorical string `protobuf:"bytes,2,opt,name=categorical,proto3,oneof"`
}

type Label_Numeric 

type Label_Numeric struct {
	Numeric float64 `protobuf:"fixed64,3,opt,name=numeric,proto3,oneof"`
}

type Label_ScoreCategorical 

type Label_ScoreCategorical struct {
	ScoreCategorical *ScoreCategorical `protobuf:"bytes,4,opt,name=score_categorical,json=scoreCategorical,proto3,oneof"`
}

type MultiValue 

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

func (*MultiValue) Descriptor deprecated 

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

Deprecated: Use MultiValue.ProtoReflect.Descriptor instead.

func (*MultiValue) GetValues 

func (x *MultiValue) GetValues() []string

func (*MultiValue) ProtoMessage 

func (*MultiValue) ProtoMessage()

func (*MultiValue) ProtoReflect 

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

func (*MultiValue) Reset 

func (x *MultiValue) Reset()

func (*MultiValue) String 

func (x *MultiValue) String() string

type ObjectDetection 

type ObjectDetection struct {
	BoundingBoxes []*ObjectDetection_BoundingBox `protobuf:"bytes,1,rep,name=bounding_boxes,json=boundingBoxes,proto3" json:"bounding_boxes,omitempty"`
	// contains filtered or unexported fields
}

ObjectDetection represents a single image in an object detection model that may contain many bounding boxes

func (*ObjectDetection) Descriptor deprecated 

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

Deprecated: Use ObjectDetection.ProtoReflect.Descriptor instead.

func (*ObjectDetection) GetBoundingBoxes 

func (x *ObjectDetection) GetBoundingBoxes() []*ObjectDetection_BoundingBox

func (*ObjectDetection) ProtoMessage 

func (*ObjectDetection) ProtoMessage()

func (*ObjectDetection) ProtoReflect 

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

func (*ObjectDetection) Reset 

func (x *ObjectDetection) Reset()

func (*ObjectDetection) String 

func (x *ObjectDetection) String() string

type ObjectDetection_BoundingBox 

type ObjectDetection_BoundingBox struct {
	Coordinates []float64               `protobuf:"fixed64,1,rep,packed,name=coordinates,proto3" json:"coordinates,omitempty"` // format (top-left-x, top-left-y, bottom-right-x, bottom-right-y) in pixels
	Category    string                  `protobuf:"bytes,2,opt,name=category,proto3" json:"category,omitempty"`                // category/class of bounding box
	Score       *wrapperspb.DoubleValue `protobuf:"bytes,3,opt,name=score,proto3" json:"score,omitempty"`                      // score/confidence of bounding box
	// contains filtered or unexported fields
}

func (*ObjectDetection_BoundingBox) Descriptor deprecated 

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

Deprecated: Use ObjectDetection_BoundingBox.ProtoReflect.Descriptor instead.

func (*ObjectDetection_BoundingBox) GetCategory 

func (x *ObjectDetection_BoundingBox) GetCategory() string

func (*ObjectDetection_BoundingBox) GetCoordinates 

func (x *ObjectDetection_BoundingBox) GetCoordinates() []float64

func (*ObjectDetection_BoundingBox) GetScore 

func (x *ObjectDetection_BoundingBox) GetScore() *wrapperspb.DoubleValue

func (*ObjectDetection_BoundingBox) ProtoMessage 

func (*ObjectDetection_BoundingBox) ProtoMessage()

func (*ObjectDetection_BoundingBox) ProtoReflect 

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

func (*ObjectDetection_BoundingBox) Reset 

func (x *ObjectDetection_BoundingBox) Reset()

func (*ObjectDetection_BoundingBox) String 

func (x *ObjectDetection_BoundingBox) String() string

type PreProductionRecord 

type PreProductionRecord struct {

	// Types that are assignable to RecordType:
	//
	//	*PreProductionRecord_TrainingRecord_
	//	*PreProductionRecord_ValidationRecord_
	RecordType isPreProductionRecord_RecordType `protobuf_oneof:"record_type"`
	// contains filtered or unexported fields
}

func (*PreProductionRecord) Descriptor deprecated 

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

Deprecated: Use PreProductionRecord.ProtoReflect.Descriptor instead.

func (*PreProductionRecord) GetRecordType 

func (m *PreProductionRecord) GetRecordType() isPreProductionRecord_RecordType

func (*PreProductionRecord) GetTrainingRecord 

func (x *PreProductionRecord) GetTrainingRecord() *PreProductionRecord_TrainingRecord

func (*PreProductionRecord) GetValidationRecord 

func (x *PreProductionRecord) GetValidationRecord() *PreProductionRecord_ValidationRecord

func (*PreProductionRecord) ProtoMessage 

func (*PreProductionRecord) ProtoMessage()

func (*PreProductionRecord) ProtoReflect 

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

func (*PreProductionRecord) Reset 

func (x *PreProductionRecord) Reset()

func (*PreProductionRecord) String 

func (x *PreProductionRecord) String() string

type PreProductionRecord_TrainingRecord 

type PreProductionRecord_TrainingRecord struct {
	Record *Record `protobuf:"bytes,1,opt,name=record,proto3" json:"record,omitempty"`
	// contains filtered or unexported fields
}

Thin wrapper around a Record to be explicit on Pre-Production Records

func (*PreProductionRecord_TrainingRecord) Descriptor deprecated 

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

Deprecated: Use PreProductionRecord_TrainingRecord.ProtoReflect.Descriptor instead.

func (*PreProductionRecord_TrainingRecord) GetRecord 

func (x *PreProductionRecord_TrainingRecord) GetRecord() *Record

func (*PreProductionRecord_TrainingRecord) ProtoMessage 

func (*PreProductionRecord_TrainingRecord) ProtoMessage()

func (*PreProductionRecord_TrainingRecord) ProtoReflect 

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

func (*PreProductionRecord_TrainingRecord) Reset 

func (x *PreProductionRecord_TrainingRecord) Reset()

func (*PreProductionRecord_TrainingRecord) String 

func (x *PreProductionRecord_TrainingRecord) String() string

type PreProductionRecord_TrainingRecord_ 

type PreProductionRecord_TrainingRecord_ struct {
	TrainingRecord *PreProductionRecord_TrainingRecord `protobuf:"bytes,1,opt,name=training_record,json=trainingRecord,proto3,oneof"`
}

type PreProductionRecord_ValidationRecord 

type PreProductionRecord_ValidationRecord struct {

	// Unique identifier for a cohort of validation records
	BatchId string  `protobuf:"bytes,1,opt,name=batch_id,json=batchId,proto3" json:"batch_id,omitempty"`
	Record  *Record `protobuf:"bytes,2,opt,name=record,proto3" json:"record,omitempty"`
	// contains filtered or unexported fields
}

func (*PreProductionRecord_ValidationRecord) Descriptor deprecated 

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

Deprecated: Use PreProductionRecord_ValidationRecord.ProtoReflect.Descriptor instead.

func (*PreProductionRecord_ValidationRecord) GetBatchId 

func (x *PreProductionRecord_ValidationRecord) GetBatchId() string

func (*PreProductionRecord_ValidationRecord) GetRecord 

func (x *PreProductionRecord_ValidationRecord) GetRecord() *Record

func (*PreProductionRecord_ValidationRecord) ProtoMessage 

func (*PreProductionRecord_ValidationRecord) ProtoMessage()

func (*PreProductionRecord_ValidationRecord) ProtoReflect 

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

func (*PreProductionRecord_ValidationRecord) Reset 

func (x *PreProductionRecord_ValidationRecord) Reset()

func (*PreProductionRecord_ValidationRecord) String 

func (x *PreProductionRecord_ValidationRecord) String() string

type PreProductionRecord_ValidationRecord_ 

type PreProductionRecord_ValidationRecord_ struct {
	ValidationRecord *PreProductionRecord_ValidationRecord `protobuf:"bytes,2,opt,name=validation_record,json=validationRecord,proto3,oneof"`
}

type Prediction 

type Prediction struct {

	// timestamp of the prediction.  If not set this will default to the time
	// of receipt
	Timestamp *timestamppb.Timestamp `protobuf:"bytes,1,opt,name=timestamp,proto3" json:"timestamp,omitempty"`
	// model_version is a user-defined field that will be used to group together a subset of predictions and actuals
	// for a given model_id
	ModelVersion string `protobuf:"bytes,2,opt,name=model_version,json=modelVersion,proto3" json:"model_version,omitempty"`
	// Deprecated: Do not use.
	Label *Label `protobuf:"bytes,3,opt,name=label,proto3" json:"label,omitempty"`
	// features is a map of human readable model input field that will be used to group together a subset of predictions
	// for a given model_id and model_version
	Features map[string]*Value `` /* 157-byte string literal not displayed */
	// tags is a map of human readable model input field that will be used to group together a subset of predictions
	// for a given model_id and model_version. Separated from features in the UI and is normally used for model metadata.
	Tags            map[string]*Value `` /* 149-byte string literal not displayed */
	PredictionLabel *PredictionLabel  `protobuf:"bytes,6,opt,name=prediction_label,json=predictionLabel,proto3" json:"prediction_label,omitempty"`
	// contains filtered or unexported fields
}

Prediction is the prediction-time part of the Record

func (*Prediction) Descriptor deprecated 

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

Deprecated: Use Prediction.ProtoReflect.Descriptor instead.

func (*Prediction) GetFeatures 

func (x *Prediction) GetFeatures() map[string]*Value

func (*Prediction) GetLabel deprecated 

func (x *Prediction) GetLabel() *Label

Deprecated: Do not use.

func (*Prediction) GetModelVersion 

func (x *Prediction) GetModelVersion() string

func (*Prediction) GetPredictionLabel 

func (x *Prediction) GetPredictionLabel() *PredictionLabel

func (*Prediction) GetTags 

func (x *Prediction) GetTags() map[string]*Value

func (*Prediction) GetTimestamp 

func (x *Prediction) GetTimestamp() *timestamppb.Timestamp

func (*Prediction) ProtoMessage 

func (*Prediction) ProtoMessage()

func (*Prediction) ProtoReflect 

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

func (*Prediction) Reset 

func (x *Prediction) Reset()

func (*Prediction) String 

func (x *Prediction) String() string

type PredictionAndActual 

type PredictionAndActual struct {
	Prediction *Prediction `protobuf:"bytes,1,opt,name=prediction,proto3" json:"prediction,omitempty"`
	Actual     *Actual     `protobuf:"bytes,2,opt,name=actual,proto3" json:"actual,omitempty"`
	// contains filtered or unexported fields
}

A pre-joined prediction and actual object (akin to a conclusion) received from costumers associated to a given "batch" of inferences that can be recalled by a human readable name

func (*PredictionAndActual) Descriptor deprecated 

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

Deprecated: Use PredictionAndActual.ProtoReflect.Descriptor instead.

func (*PredictionAndActual) GetActual 

func (x *PredictionAndActual) GetActual() *Actual

func (*PredictionAndActual) GetPrediction 

func (x *PredictionAndActual) GetPrediction() *Prediction

func (*PredictionAndActual) ProtoMessage 

func (*PredictionAndActual) ProtoMessage()

func (*PredictionAndActual) ProtoReflect 

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

func (*PredictionAndActual) Reset 

func (x *PredictionAndActual) Reset()

func (*PredictionAndActual) String 

func (x *PredictionAndActual) String() string

type PredictionLabel 

type PredictionLabel struct {

	// Types that are assignable to Data:
	//
	//	*PredictionLabel_Binary
	//	*PredictionLabel_Categorical
	//	*PredictionLabel_Numeric
	//	*PredictionLabel_ScoreCategorical
	//	*PredictionLabel_Ranking
	//	*PredictionLabel_ObjectDetection
	Data isPredictionLabel_Data `protobuf_oneof:"data"`
	// contains filtered or unexported fields
}

func (*PredictionLabel) Descriptor deprecated 

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

Deprecated: Use PredictionLabel.ProtoReflect.Descriptor instead.

func (*PredictionLabel) GetBinary 

func (x *PredictionLabel) GetBinary() bool

func (*PredictionLabel) GetCategorical 

func (x *PredictionLabel) GetCategorical() string

func (*PredictionLabel) GetData 

func (m *PredictionLabel) GetData() isPredictionLabel_Data

func (*PredictionLabel) GetNumeric 

func (x *PredictionLabel) GetNumeric() float64

func (*PredictionLabel) GetObjectDetection 

func (x *PredictionLabel) GetObjectDetection() *ObjectDetection

func (*PredictionLabel) GetRanking 

func (x *PredictionLabel) GetRanking() *RankingPrediction

func (*PredictionLabel) GetScoreCategorical 

func (x *PredictionLabel) GetScoreCategorical() *ScoreCategorical

func (*PredictionLabel) ProtoMessage 

func (*PredictionLabel) ProtoMessage()

func (*PredictionLabel) ProtoReflect 

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

func (*PredictionLabel) Reset 

func (x *PredictionLabel) Reset()

func (*PredictionLabel) String 

func (x *PredictionLabel) String() string

type PredictionLabel_Binary 

type PredictionLabel_Binary struct {
	Binary bool `protobuf:"varint,1,opt,name=binary,proto3,oneof"`
}

type PredictionLabel_Categorical 

type PredictionLabel_Categorical struct {
	Categorical string `protobuf:"bytes,2,opt,name=categorical,proto3,oneof"`
}

type PredictionLabel_Numeric 

type PredictionLabel_Numeric struct {
	Numeric float64 `protobuf:"fixed64,3,opt,name=numeric,proto3,oneof"`
}

type PredictionLabel_ObjectDetection 

type PredictionLabel_ObjectDetection struct {
	ObjectDetection *ObjectDetection `protobuf:"bytes,6,opt,name=object_detection,json=objectDetection,proto3,oneof"`
}

type PredictionLabel_Ranking 

type PredictionLabel_Ranking struct {
	Ranking *RankingPrediction `protobuf:"bytes,5,opt,name=ranking,proto3,oneof"`
}

type PredictionLabel_ScoreCategorical 

type PredictionLabel_ScoreCategorical struct {
	ScoreCategorical *ScoreCategorical `protobuf:"bytes,4,opt,name=score_categorical,json=scoreCategorical,proto3,oneof"`
}

type RankingActual 

type RankingActual struct {
	Category       *MultiValue             `protobuf:"bytes,1,opt,name=category,proto3" json:"category,omitempty"`
	RelevanceScore *wrapperspb.DoubleValue `protobuf:"bytes,2,opt,name=relevance_score,json=relevanceScore,proto3" json:"relevance_score,omitempty"`
	// contains filtered or unexported fields
}

func (*RankingActual) Descriptor deprecated 

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

Deprecated: Use RankingActual.ProtoReflect.Descriptor instead.

func (*RankingActual) GetCategory 

func (x *RankingActual) GetCategory() *MultiValue

func (*RankingActual) GetRelevanceScore 

func (x *RankingActual) GetRelevanceScore() *wrapperspb.DoubleValue

func (*RankingActual) ProtoMessage 

func (*RankingActual) ProtoMessage()

func (*RankingActual) ProtoReflect 

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

func (*RankingActual) Reset 

func (x *RankingActual) Reset()

func (*RankingActual) String 

func (x *RankingActual) String() string

type RankingPrediction 

type RankingPrediction struct {
	PredictionGroupId string                  `protobuf:"bytes,1,opt,name=prediction_group_id,json=predictionGroupId,proto3" json:"prediction_group_id,omitempty"`
	Rank              int64                   `protobuf:"varint,2,opt,name=rank,proto3" json:"rank,omitempty"`
	PredictionScore   *wrapperspb.DoubleValue `protobuf:"bytes,3,opt,name=prediction_score,json=predictionScore,proto3" json:"prediction_score,omitempty"`
	Label             string                  `protobuf:"bytes,4,opt,name=label,proto3" json:"label,omitempty"`
	// contains filtered or unexported fields
}

func (*RankingPrediction) Descriptor deprecated 

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

Deprecated: Use RankingPrediction.ProtoReflect.Descriptor instead.

func (*RankingPrediction) GetLabel 

func (x *RankingPrediction) GetLabel() string

func (*RankingPrediction) GetPredictionGroupId 

func (x *RankingPrediction) GetPredictionGroupId() string

func (*RankingPrediction) GetPredictionScore 

func (x *RankingPrediction) GetPredictionScore() *wrapperspb.DoubleValue

func (*RankingPrediction) GetRank 

func (x *RankingPrediction) GetRank() int64

func (*RankingPrediction) ProtoMessage 

func (*RankingPrediction) ProtoMessage()

func (*RankingPrediction) ProtoReflect 

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

func (*RankingPrediction) Reset 

func (x *RankingPrediction) Reset()

func (*RankingPrediction) String 

func (x *RankingPrediction) String() string

type Record 

type Record struct {

	// Uniquely identifies the user account in our system
	//
	// Deprecated: Do not use.
	OrganizationKey string `protobuf:"bytes,1,opt,name=organization_key,json=organizationKey,proto3" json:"organization_key,omitempty"`
	// model_id is a user-defined field that should be unique within their account
	// and will be used to group together a set of predictions and actuals
	ModelId string `protobuf:"bytes,2,opt,name=model_id,json=modelId,proto3" json:"model_id,omitempty"`
	// prediction_id is a user-defined field that should be unique to this prediction
	// and will be used to identify this prediction as well as link it with
	// latent actuals data
	PredictionId        string               `protobuf:"bytes,3,opt,name=prediction_id,json=predictionId,proto3" json:"prediction_id,omitempty"`
	Prediction          *Prediction          `protobuf:"bytes,8,opt,name=prediction,proto3" json:"prediction,omitempty"`
	Actual              *Actual              `protobuf:"bytes,9,opt,name=actual,proto3" json:"actual,omitempty"`
	FeatureImportances  *FeatureImportances  `protobuf:"bytes,10,opt,name=feature_importances,json=featureImportances,proto3" json:"feature_importances,omitempty"`
	PredictionAndActual *PredictionAndActual `protobuf:"bytes,11,opt,name=prediction_and_actual,json=predictionAndActual,proto3" json:"prediction_and_actual,omitempty"`
	// Uniquely identifies the user account in our system
	SpaceKey          string                    `protobuf:"bytes,12,opt,name=space_key,json=spaceKey,proto3" json:"space_key,omitempty"`
	EnvironmentParams *Record_EnvironmentParams `protobuf:"bytes,13,opt,name=environment_params,json=environmentParams,proto3" json:"environment_params,omitempty"`
	// contains filtered or unexported fields
}

Record is the top level type that we receive from our integrations

func (*Record) Descriptor deprecated 

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

Deprecated: Use Record.ProtoReflect.Descriptor instead.

func (*Record) GetActual 

func (x *Record) GetActual() *Actual

func (*Record) GetEnvironmentParams 

func (x *Record) GetEnvironmentParams() *Record_EnvironmentParams

func (*Record) GetFeatureImportances 

func (x *Record) GetFeatureImportances() *FeatureImportances

func (*Record) GetModelId 

func (x *Record) GetModelId() string

func (*Record) GetOrganizationKey deprecated 

func (x *Record) GetOrganizationKey() string

Deprecated: Do not use.

func (*Record) GetPrediction 

func (x *Record) GetPrediction() *Prediction

func (*Record) GetPredictionAndActual 

func (x *Record) GetPredictionAndActual() *PredictionAndActual

func (*Record) GetPredictionId 

func (x *Record) GetPredictionId() string

func (*Record) GetSpaceKey 

func (x *Record) GetSpaceKey() string

func (*Record) ProtoMessage 

func (*Record) ProtoMessage()

func (*Record) ProtoReflect 

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

func (*Record) Reset 

func (x *Record) Reset()

func (*Record) String 

func (x *Record) String() string

type Record_EnvironmentParams 

type Record_EnvironmentParams struct {

	// Types that are assignable to Environment:
	//
	//	*Record_EnvironmentParams_Training_
	//	*Record_EnvironmentParams_Validation_
	//	*Record_EnvironmentParams_Production_
	Environment isRecord_EnvironmentParams_Environment `protobuf_oneof:"environment"`
	// contains filtered or unexported fields
}

func (*Record_EnvironmentParams) Descriptor deprecated 

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

Deprecated: Use Record_EnvironmentParams.ProtoReflect.Descriptor instead.

func (*Record_EnvironmentParams) GetEnvironment 

func (m *Record_EnvironmentParams) GetEnvironment() isRecord_EnvironmentParams_Environment

func (*Record_EnvironmentParams) GetProduction 

func (x *Record_EnvironmentParams) GetProduction() *Record_EnvironmentParams_Production

func (*Record_EnvironmentParams) GetTraining 

func (x *Record_EnvironmentParams) GetTraining() *Record_EnvironmentParams_Training

func (*Record_EnvironmentParams) GetValidation 

func (x *Record_EnvironmentParams) GetValidation() *Record_EnvironmentParams_Validation

func (*Record_EnvironmentParams) ProtoMessage 

func (*Record_EnvironmentParams) ProtoMessage()

func (*Record_EnvironmentParams) ProtoReflect 

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

func (*Record_EnvironmentParams) Reset 

func (x *Record_EnvironmentParams) Reset()

func (*Record_EnvironmentParams) String 

func (x *Record_EnvironmentParams) String() string

type Record_EnvironmentParams_Production 

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

func (*Record_EnvironmentParams_Production) Descriptor deprecated 

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

Deprecated: Use Record_EnvironmentParams_Production.ProtoReflect.Descriptor instead.

func (*Record_EnvironmentParams_Production) ProtoMessage 

func (*Record_EnvironmentParams_Production) ProtoMessage()

func (*Record_EnvironmentParams_Production) ProtoReflect 

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

func (*Record_EnvironmentParams_Production) Reset 

func (x *Record_EnvironmentParams_Production) Reset()

func (*Record_EnvironmentParams_Production) String 

func (x *Record_EnvironmentParams_Production) String() string

type Record_EnvironmentParams_Production_ 

type Record_EnvironmentParams_Production_ struct {
	Production *Record_EnvironmentParams_Production `protobuf:"bytes,3,opt,name=production,proto3,oneof"`
}

type Record_EnvironmentParams_Training 

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

RecordTypeParams allow to set parameters values specifically to each type of record

func (*Record_EnvironmentParams_Training) Descriptor deprecated 

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

Deprecated: Use Record_EnvironmentParams_Training.ProtoReflect.Descriptor instead.

func (*Record_EnvironmentParams_Training) ProtoMessage 

func (*Record_EnvironmentParams_Training) ProtoMessage()

func (*Record_EnvironmentParams_Training) ProtoReflect 

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

func (*Record_EnvironmentParams_Training) Reset 

func (x *Record_EnvironmentParams_Training) Reset()

func (*Record_EnvironmentParams_Training) String 

func (x *Record_EnvironmentParams_Training) String() string

type Record_EnvironmentParams_Training_ 

type Record_EnvironmentParams_Training_ struct {
	Training *Record_EnvironmentParams_Training `protobuf:"bytes,1,opt,name=training,proto3,oneof"`
}

type Record_EnvironmentParams_Validation 

type Record_EnvironmentParams_Validation struct {
	BatchId string `protobuf:"bytes,1,opt,name=batch_id,json=batchId,proto3" json:"batch_id,omitempty"`
	// contains filtered or unexported fields
}

func (*Record_EnvironmentParams_Validation) Descriptor deprecated 

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

Deprecated: Use Record_EnvironmentParams_Validation.ProtoReflect.Descriptor instead.

func (*Record_EnvironmentParams_Validation) GetBatchId 

func (x *Record_EnvironmentParams_Validation) GetBatchId() string

func (*Record_EnvironmentParams_Validation) ProtoMessage 

func (*Record_EnvironmentParams_Validation) ProtoMessage()

func (*Record_EnvironmentParams_Validation) ProtoReflect 

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

func (*Record_EnvironmentParams_Validation) Reset 

func (x *Record_EnvironmentParams_Validation) Reset()

func (*Record_EnvironmentParams_Validation) String 

func (x *Record_EnvironmentParams_Validation) String() string

type Record_EnvironmentParams_Validation_ 

type Record_EnvironmentParams_Validation_ struct {
	Validation *Record_EnvironmentParams_Validation `protobuf:"bytes,2,opt,name=validation,proto3,oneof"`
}

type Schema 

type Schema struct {
	Constants *Schema_Constants `protobuf:"bytes,1,opt,name=constants,proto3" json:"constants,omitempty"`
	// Types that are assignable to Schema:
	//
	//	*Schema_ArizeConclusions_
	//	*Schema_ArizeExplanations_
	//	*Schema_ArrowSchema_
	//	*Schema_GenericSchema_
	//	*Schema_ArizeConclusionPointers_
	//	*Schema_ArizeExplanationPointers_
	Schema isSchema_Schema `protobuf_oneof:"schema"`
	// contains filtered or unexported fields
}

Schema represents the information necessary to map data in some format to our Record format

func (*Schema) Descriptor deprecated 

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

Deprecated: Use Schema.ProtoReflect.Descriptor instead.

func (*Schema) GetArizeConclusionPointers 

func (x *Schema) GetArizeConclusionPointers() *Schema_ArizeConclusionPointers

func (*Schema) GetArizeConclusions 

func (x *Schema) GetArizeConclusions() *Schema_ArizeConclusions

func (*Schema) GetArizeExplanationPointers 

func (x *Schema) GetArizeExplanationPointers() *Schema_ArizeExplanationPointers

func (*Schema) GetArizeExplanations 

func (x *Schema) GetArizeExplanations() *Schema_ArizeExplanations

func (*Schema) GetArrowSchema 

func (x *Schema) GetArrowSchema() *Schema_ArrowSchema

func (*Schema) GetConstants 

func (x *Schema) GetConstants() *Schema_Constants

func (*Schema) GetGenericSchema 

func (x *Schema) GetGenericSchema() *Schema_GenericSchema

func (*Schema) GetSchema 

func (m *Schema) GetSchema() isSchema_Schema

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 Schema_ArizeConclusionPointers 

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

func (*Schema_ArizeConclusionPointers) Descriptor deprecated 

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

Deprecated: Use Schema_ArizeConclusionPointers.ProtoReflect.Descriptor instead.

func (*Schema_ArizeConclusionPointers) ProtoMessage 

func (*Schema_ArizeConclusionPointers) ProtoMessage()

func (*Schema_ArizeConclusionPointers) ProtoReflect 

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

func (*Schema_ArizeConclusionPointers) Reset 

func (x *Schema_ArizeConclusionPointers) Reset()

func (*Schema_ArizeConclusionPointers) String 

func (x *Schema_ArizeConclusionPointers) String() string

type Schema_ArizeConclusionPointers_ 

type Schema_ArizeConclusionPointers_ struct {
	ArizeConclusionPointers *Schema_ArizeConclusionPointers `protobuf:"bytes,6,opt,name=arize_conclusion_pointers,json=arizeConclusionPointers,proto3,oneof"`
}

type Schema_ArizeConclusions 

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

ArizeConclusions schema is just a marker since we dont need any real additional info to make sense of canonical conclusion records

func (*Schema_ArizeConclusions) Descriptor deprecated 

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

Deprecated: Use Schema_ArizeConclusions.ProtoReflect.Descriptor instead.

func (*Schema_ArizeConclusions) ProtoMessage 

func (*Schema_ArizeConclusions) ProtoMessage()

func (*Schema_ArizeConclusions) ProtoReflect 

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

func (*Schema_ArizeConclusions) Reset 

func (x *Schema_ArizeConclusions) Reset()

func (*Schema_ArizeConclusions) String 

func (x *Schema_ArizeConclusions) String() string

type Schema_ArizeConclusions_ 

type Schema_ArizeConclusions_ struct {
	ArizeConclusions *Schema_ArizeConclusions `protobuf:"bytes,2,opt,name=arize_conclusions,json=arizeConclusions,proto3,oneof"`
}

type Schema_ArizeExplanationPointers 

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

func (*Schema_ArizeExplanationPointers) Descriptor deprecated 

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

Deprecated: Use Schema_ArizeExplanationPointers.ProtoReflect.Descriptor instead.

func (*Schema_ArizeExplanationPointers) ProtoMessage 

func (*Schema_ArizeExplanationPointers) ProtoMessage()

func (*Schema_ArizeExplanationPointers) ProtoReflect 

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

func (*Schema_ArizeExplanationPointers) Reset 

func (x *Schema_ArizeExplanationPointers) Reset()

func (*Schema_ArizeExplanationPointers) String 

func (x *Schema_ArizeExplanationPointers) String() string

type Schema_ArizeExplanationPointers_ 

type Schema_ArizeExplanationPointers_ struct {
	ArizeExplanationPointers *Schema_ArizeExplanationPointers `protobuf:"bytes,7,opt,name=arize_explanation_pointers,json=arizeExplanationPointers,proto3,oneof"`
}

type Schema_ArizeExplanations 

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

ArizeExplanations schema is just a marker since we dont need any real additional info to make sense of canonical conclusion records

func (*Schema_ArizeExplanations) Descriptor deprecated 

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

Deprecated: Use Schema_ArizeExplanations.ProtoReflect.Descriptor instead.

func (*Schema_ArizeExplanations) ProtoMessage 

func (*Schema_ArizeExplanations) ProtoMessage()

func (*Schema_ArizeExplanations) ProtoReflect 

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

func (*Schema_ArizeExplanations) Reset 

func (x *Schema_ArizeExplanations) Reset()

func (*Schema_ArizeExplanations) String 

func (x *Schema_ArizeExplanations) String() string

type Schema_ArizeExplanations_ 

type Schema_ArizeExplanations_ struct {
	ArizeExplanations *Schema_ArizeExplanations `protobuf:"bytes,3,opt,name=arize_explanations,json=arizeExplanations,proto3,oneof"`
}

type Schema_ArrowSchema 

type Schema_ArrowSchema struct {
	PredictionIdColumnName    string   `` /* 131-byte string literal not displayed */
	FeatureColumnNames        []string `protobuf:"bytes,2,rep,name=feature_column_names,json=featureColumnNames,proto3" json:"feature_column_names,omitempty"`
	TimestampColumnName       string   `protobuf:"bytes,3,opt,name=timestamp_column_name,json=timestampColumnName,proto3" json:"timestamp_column_name,omitempty"`
	PredictionLabelColumnName string   `` /* 140-byte string literal not displayed */
	PredictionScoreColumnName string   `` /* 140-byte string literal not displayed */
	ActualLabelColumnName     string   `` /* 128-byte string literal not displayed */
	ActualScoreColumnName     string   `` /* 128-byte string literal not displayed */
	// key is the feature name, value is the name of the column that contains the shap values for this feature
	ShapValuesColumnNames map[string]string `` /* 216-byte string literal not displayed */
	TagColumnNames        []string          `protobuf:"bytes,9,rep,name=tag_column_names,json=tagColumnNames,proto3" json:"tag_column_names,omitempty"`
	// numeric_sequence lets user attach a sequence of numeric values to each record in additional to the scalar score.
	// the actual_numeric_sequence is primarily used for NDCG calculations
	//
	// Deprecated: Do not use.
	ActualNumericSequenceColumnName string `` /* 161-byte string literal not displayed */
	// Deprecated: Do not use.
	EmbeddingFeatureColumnNames []*Schema_EmbeddingColumnNames `` /* 147-byte string literal not displayed */
	// allow model environment/version/batch_id to be defined for each record within the file (for file import jobs created via UI)
	ModelEnvironmentColumnName string `` /* 144-byte string literal not displayed */
	ModelVersionColumnName     string `` /* 132-byte string literal not displayed */
	BatchIdColumnName          string `protobuf:"bytes,14,opt,name=batch_id_column_name,json=batchIdColumnName,proto3" json:"batch_id_column_name,omitempty"`
	// for ranking models
	PredictionGroupIdColumnName string `` /* 149-byte string literal not displayed */
	RankColumnName              string `protobuf:"bytes,16,opt,name=rank_column_name,json=rankColumnName,proto3" json:"rank_column_name,omitempty"`
	// for embedding features (replacing field 11)
	EmbeddingFeatureColumnNamesMap map[string]*Schema_EmbeddingColumnNames `` // replacing embedding_feature_column_names
	/* 246-byte string literal not displayed */
	// for object detection models
	PredictionObjectDetectionLabelColumnNames *Schema_ObjectDetectionLabelColumnNames `` /* 193-byte string literal not displayed */
	ActualObjectDetectionLabelColumnNames     *Schema_ObjectDetectionLabelColumnNames `` /* 181-byte string literal not displayed */
	// contains filtered or unexported fields
}

ArrowSchema is used for ArrowIPC files. ArrowIPC files are columnar datastructures, and when output from pandas represent the same 2-dimensional structure as a DataFrame. Though ArrowIPC supports struct columns, pandas will not output an Arrow file that uses them, so we expect a flat schema

func (*Schema_ArrowSchema) Descriptor deprecated 

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

Deprecated: Use Schema_ArrowSchema.ProtoReflect.Descriptor instead.

func (*Schema_ArrowSchema) GetActualLabelColumnName 

func (x *Schema_ArrowSchema) GetActualLabelColumnName() string

func (*Schema_ArrowSchema) GetActualNumericSequenceColumnName deprecated 

func (x *Schema_ArrowSchema) GetActualNumericSequenceColumnName() string

Deprecated: Do not use.

func (*Schema_ArrowSchema) GetActualObjectDetectionLabelColumnNames 

func (x *Schema_ArrowSchema) GetActualObjectDetectionLabelColumnNames() *Schema_ObjectDetectionLabelColumnNames

func (*Schema_ArrowSchema) GetActualScoreColumnName 

func (x *Schema_ArrowSchema) GetActualScoreColumnName() string

func (*Schema_ArrowSchema) GetBatchIdColumnName 

func (x *Schema_ArrowSchema) GetBatchIdColumnName() string

func (*Schema_ArrowSchema) GetEmbeddingFeatureColumnNames deprecated 

func (x *Schema_ArrowSchema) GetEmbeddingFeatureColumnNames() []*Schema_EmbeddingColumnNames

Deprecated: Do not use.

func (*Schema_ArrowSchema) GetEmbeddingFeatureColumnNamesMap 

func (x *Schema_ArrowSchema) GetEmbeddingFeatureColumnNamesMap() map[string]*Schema_EmbeddingColumnNames

func (*Schema_ArrowSchema) GetFeatureColumnNames 

func (x *Schema_ArrowSchema) GetFeatureColumnNames() []string

func (*Schema_ArrowSchema) GetModelEnvironmentColumnName 

func (x *Schema_ArrowSchema) GetModelEnvironmentColumnName() string

func (*Schema_ArrowSchema) GetModelVersionColumnName 

func (x *Schema_ArrowSchema) GetModelVersionColumnName() string

func (*Schema_ArrowSchema) GetPredictionGroupIdColumnName 

func (x *Schema_ArrowSchema) GetPredictionGroupIdColumnName() string

func (*Schema_ArrowSchema) GetPredictionIdColumnName 

func (x *Schema_ArrowSchema) GetPredictionIdColumnName() string

func (*Schema_ArrowSchema) GetPredictionLabelColumnName 

func (x *Schema_ArrowSchema) GetPredictionLabelColumnName() string

func (*Schema_ArrowSchema) GetPredictionObjectDetectionLabelColumnNames 

func (x *Schema_ArrowSchema) GetPredictionObjectDetectionLabelColumnNames() *Schema_ObjectDetectionLabelColumnNames

func (*Schema_ArrowSchema) GetPredictionScoreColumnName 

func (x *Schema_ArrowSchema) GetPredictionScoreColumnName() string

func (*Schema_ArrowSchema) GetRankColumnName 

func (x *Schema_ArrowSchema) GetRankColumnName() string

func (*Schema_ArrowSchema) GetShapValuesColumnNames 

func (x *Schema_ArrowSchema) GetShapValuesColumnNames() map[string]string

func (*Schema_ArrowSchema) GetTagColumnNames 

func (x *Schema_ArrowSchema) GetTagColumnNames() []string

func (*Schema_ArrowSchema) GetTimestampColumnName 

func (x *Schema_ArrowSchema) GetTimestampColumnName() string

func (*Schema_ArrowSchema) ProtoMessage 

func (*Schema_ArrowSchema) ProtoMessage()

func (*Schema_ArrowSchema) ProtoReflect 

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

func (*Schema_ArrowSchema) Reset 

func (x *Schema_ArrowSchema) Reset()

func (*Schema_ArrowSchema) String 

func (x *Schema_ArrowSchema) String() string

type Schema_ArrowSchema_ 

type Schema_ArrowSchema_ struct {
	ArrowSchema *Schema_ArrowSchema `protobuf:"bytes,4,opt,name=arrow_schema,json=arrowSchema,proto3,oneof"`
}

type Schema_Constants 

type Schema_Constants struct {
	ModelId      string             `protobuf:"bytes,1,opt,name=model_id,json=modelId,proto3" json:"model_id,omitempty"`
	ModelVersion string             `protobuf:"bytes,2,opt,name=model_version,json=modelVersion,proto3" json:"model_version,omitempty"`
	BatchId      string             `protobuf:"bytes,3,opt,name=batch_id,json=batchId,proto3" json:"batch_id,omitempty"`
	Environment  Schema_Environment `protobuf:"varint,4,opt,name=environment,proto3,enum=public.Schema_Environment" json:"environment,omitempty"`
	ModelType    Schema_ModelType   `protobuf:"varint,5,opt,name=model_type,json=modelType,proto3,enum=public.Schema_ModelType" json:"model_type,omitempty"`
	// contains filtered or unexported fields
}

Constants represent the high level metadata which is constant across rows within a tabular schema (and which will often not be repeated in each row of user data) and is only specified once

func (*Schema_Constants) Descriptor deprecated 

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

Deprecated: Use Schema_Constants.ProtoReflect.Descriptor instead.

func (*Schema_Constants) GetBatchId 

func (x *Schema_Constants) GetBatchId() string

func (*Schema_Constants) GetEnvironment 

func (x *Schema_Constants) GetEnvironment() Schema_Environment

func (*Schema_Constants) GetModelId 

func (x *Schema_Constants) GetModelId() string

func (*Schema_Constants) GetModelType 

func (x *Schema_Constants) GetModelType() Schema_ModelType

func (*Schema_Constants) GetModelVersion 

func (x *Schema_Constants) GetModelVersion() string

func (*Schema_Constants) ProtoMessage 

func (*Schema_Constants) ProtoMessage()

func (*Schema_Constants) ProtoReflect 

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

func (*Schema_Constants) Reset 

func (x *Schema_Constants) Reset()

func (*Schema_Constants) String 

func (x *Schema_Constants) String() string

type Schema_EmbeddingColumnNames 

type Schema_EmbeddingColumnNames struct {
	VectorColumnName     string `protobuf:"bytes,1,opt,name=vector_column_name,json=vectorColumnName,proto3" json:"vector_column_name,omitempty"`
	DataColumnName       string `protobuf:"bytes,2,opt,name=data_column_name,json=dataColumnName,proto3" json:"data_column_name,omitempty"`
	LinkToDataColumnName string `` /* 127-byte string literal not displayed */
	// contains filtered or unexported fields
}

func (*Schema_EmbeddingColumnNames) Descriptor deprecated 

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

Deprecated: Use Schema_EmbeddingColumnNames.ProtoReflect.Descriptor instead.

func (*Schema_EmbeddingColumnNames) GetDataColumnName 

func (x *Schema_EmbeddingColumnNames) GetDataColumnName() string

func (*Schema_EmbeddingColumnNames) GetLinkToDataColumnName 

func (x *Schema_EmbeddingColumnNames) GetLinkToDataColumnName() string

func (*Schema_EmbeddingColumnNames) GetVectorColumnName 

func (x *Schema_EmbeddingColumnNames) GetVectorColumnName() string

func (*Schema_EmbeddingColumnNames) ProtoMessage 

func (*Schema_EmbeddingColumnNames) ProtoMessage()

func (*Schema_EmbeddingColumnNames) ProtoReflect 

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

func (*Schema_EmbeddingColumnNames) Reset 

func (x *Schema_EmbeddingColumnNames) Reset()

func (*Schema_EmbeddingColumnNames) String 

func (x *Schema_EmbeddingColumnNames) String() string

type Schema_Environment 

type Schema_Environment int32

Denotes the environment of the data being uploaded. 

const (
	Schema_UNKNOWN_ENVIRONMENT Schema_Environment = 0
	Schema_TRAINING            Schema_Environment = 1
	Schema_VALIDATION          Schema_Environment = 2
	Schema_PRODUCTION          Schema_Environment = 3
)

func (Schema_Environment) Descriptor 

func (Schema_Environment) Descriptor() protoreflect.EnumDescriptor

func (Schema_Environment) Enum 

func (x Schema_Environment) Enum() *Schema_Environment

func (Schema_Environment) EnumDescriptor deprecated 

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

Deprecated: Use Schema_Environment.Descriptor instead.

func (Schema_Environment) Number 

func (x Schema_Environment) Number() protoreflect.EnumNumber

func (Schema_Environment) String 

func (x Schema_Environment) String() string

func (Schema_Environment) Type 

func (Schema_Environment) Type() protoreflect.EnumType

type Schema_GenericSchema 

type Schema_GenericSchema struct {
	PredictionId    *Schema_GenericSchema_FieldDescriptor      `protobuf:"bytes,1,opt,name=prediction_id,json=predictionId,proto3" json:"prediction_id,omitempty"`
	Features        *Schema_GenericSchema_GroupFieldDescriptor `protobuf:"bytes,2,opt,name=features,proto3" json:"features,omitempty"`
	Timestamp       *Schema_GenericSchema_FieldDescriptor      `protobuf:"bytes,3,opt,name=timestamp,proto3" json:"timestamp,omitempty"`
	PredictionLabel *Schema_GenericSchema_FieldDescriptor      `protobuf:"bytes,4,opt,name=prediction_label,json=predictionLabel,proto3" json:"prediction_label,omitempty"`
	PredictionScore *Schema_GenericSchema_FieldDescriptor      `protobuf:"bytes,5,opt,name=prediction_score,json=predictionScore,proto3" json:"prediction_score,omitempty"`
	ActualLabel     *Schema_GenericSchema_FieldDescriptor      `protobuf:"bytes,6,opt,name=actual_label,json=actualLabel,proto3" json:"actual_label,omitempty"`
	ActualScore     *Schema_GenericSchema_FieldDescriptor      `protobuf:"bytes,7,opt,name=actual_score,json=actualScore,proto3" json:"actual_score,omitempty"`
	// shap_values must match features names or else they will be discarded
	ShapValues       *Schema_GenericSchema_GroupFieldDescriptor `protobuf:"bytes,8,opt,name=shap_values,json=shapValues,proto3" json:"shap_values,omitempty"`
	Tags             *Schema_GenericSchema_GroupFieldDescriptor `protobuf:"bytes,9,opt,name=tags,proto3" json:"tags,omitempty"`
	ModelEnvironment *Schema_GenericSchema_FieldDescriptor      `protobuf:"bytes,10,opt,name=model_environment,json=modelEnvironment,proto3" json:"model_environment,omitempty"`
	ModelVersion     *Schema_GenericSchema_FieldDescriptor      `protobuf:"bytes,11,opt,name=model_version,json=modelVersion,proto3" json:"model_version,omitempty"`
	BatchId          *Schema_GenericSchema_FieldDescriptor      `protobuf:"bytes,12,opt,name=batch_id,json=batchId,proto3" json:"batch_id,omitempty"`
	// List of fields to not ignore/not ingest
	Exclude *Schema_GenericSchema_FieldDescriptor `protobuf:"bytes,13,opt,name=exclude,proto3" json:"exclude,omitempty"`
	// numeric_sequence lets user attach a sequence of numeric values to each record in additional to the scalar score.
	// the actual_numeric_sequence is primarily used for NDCG calculations
	//
	// Deprecated: Do not use.
	ActualNumericSequence          *Schema_GenericSchema_FieldDescriptor                     `` /* 127-byte string literal not displayed */
	EmbeddingFeatures              *Schema_GenericSchema_EmbeddingFieldDescriptor            `protobuf:"bytes,15,opt,name=embedding_features,json=embeddingFeatures,proto3" json:"embedding_features,omitempty"`
	PredictionGroupId              *Schema_GenericSchema_FieldDescriptor                     `protobuf:"bytes,16,opt,name=prediction_group_id,json=predictionGroupId,proto3" json:"prediction_group_id,omitempty"`
	Rank                           *Schema_GenericSchema_FieldDescriptor                     `protobuf:"bytes,17,opt,name=rank,proto3" json:"rank,omitempty"`
	PredictionObjectDetectionLabel *Schema_GenericSchema_ObjectDetectionLabelFieldDescriptor `` /* 156-byte string literal not displayed */
	ActualObjectDetectionLabel     *Schema_GenericSchema_ObjectDetectionLabelFieldDescriptor `` /* 144-byte string literal not displayed */
	// change_timestamp is only used for data ingestion via Table Views.
	// Describes the timestamp for which a given record has been changed (inserted or updated) in a table.
	ChangeTimestamp *Schema_GenericSchema_FieldDescriptor `protobuf:"bytes,20,opt,name=change_timestamp,json=changeTimestamp,proto3" json:"change_timestamp,omitempty"`
	// features_list and tags_list are used for declaring lists of exact column names,
	// whereas features and tags are used for declaring prefix capture groups for finding column names.
	// If both pairs of fields are populated at the same time,
	// the final list of columns is a combination of the prefix-captured columns and the columns from the list.
	FeaturesList *Schema_GenericSchema_FieldDescriptor `protobuf:"bytes,21,opt,name=features_list,json=featuresList,proto3" json:"features_list,omitempty"`
	TagsList     *Schema_GenericSchema_FieldDescriptor `protobuf:"bytes,22,opt,name=tags_list,json=tagsList,proto3" json:"tags_list,omitempty"`
	// contains filtered or unexported fields
}

GenericSchema allows users to specify field descriptors within a generic and potentially nested data object (e.g. JSON object) to flexibly define a custom schema for their model data.

func (*Schema_GenericSchema) Descriptor deprecated 

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

Deprecated: Use Schema_GenericSchema.ProtoReflect.Descriptor instead.

func (*Schema_GenericSchema) GetActualLabel 

func (x *Schema_GenericSchema) GetActualLabel() *Schema_GenericSchema_FieldDescriptor

func (*Schema_GenericSchema) GetActualNumericSequence deprecated 

func (x *Schema_GenericSchema) GetActualNumericSequence() *Schema_GenericSchema_FieldDescriptor

Deprecated: Do not use.

func (*Schema_GenericSchema) GetActualObjectDetectionLabel 

func (x *Schema_GenericSchema) GetActualObjectDetectionLabel() *Schema_GenericSchema_ObjectDetectionLabelFieldDescriptor

func (*Schema_GenericSchema) GetActualScore 

func (x *Schema_GenericSchema) GetActualScore() *Schema_GenericSchema_FieldDescriptor

func (*Schema_GenericSchema) GetBatchId 

func (x *Schema_GenericSchema) GetBatchId() *Schema_GenericSchema_FieldDescriptor

func (*Schema_GenericSchema) GetChangeTimestamp 

func (x *Schema_GenericSchema) GetChangeTimestamp() *Schema_GenericSchema_FieldDescriptor

func (*Schema_GenericSchema) GetEmbeddingFeatures 

func (x *Schema_GenericSchema) GetEmbeddingFeatures() *Schema_GenericSchema_EmbeddingFieldDescriptor

func (*Schema_GenericSchema) GetExclude 

func (x *Schema_GenericSchema) GetExclude() *Schema_GenericSchema_FieldDescriptor

func (*Schema_GenericSchema) GetFeatures 

func (x *Schema_GenericSchema) GetFeatures() *Schema_GenericSchema_GroupFieldDescriptor

func (*Schema_GenericSchema) GetFeaturesList 

func (x *Schema_GenericSchema) GetFeaturesList() *Schema_GenericSchema_FieldDescriptor

func (*Schema_GenericSchema) GetModelEnvironment 

func (x *Schema_GenericSchema) GetModelEnvironment() *Schema_GenericSchema_FieldDescriptor

func (*Schema_GenericSchema) GetModelVersion 

func (x *Schema_GenericSchema) GetModelVersion() *Schema_GenericSchema_FieldDescriptor

func (*Schema_GenericSchema) GetPredictionGroupId 

func (x *Schema_GenericSchema) GetPredictionGroupId() *Schema_GenericSchema_FieldDescriptor

func (*Schema_GenericSchema) GetPredictionId 

func (x *Schema_GenericSchema) GetPredictionId() *Schema_GenericSchema_FieldDescriptor

func (*Schema_GenericSchema) GetPredictionLabel 

func (x *Schema_GenericSchema) GetPredictionLabel() *Schema_GenericSchema_FieldDescriptor

func (*Schema_GenericSchema) GetPredictionObjectDetectionLabel 

func (x *Schema_GenericSchema) GetPredictionObjectDetectionLabel() *Schema_GenericSchema_ObjectDetectionLabelFieldDescriptor

func (*Schema_GenericSchema) GetPredictionScore 

func (x *Schema_GenericSchema) GetPredictionScore() *Schema_GenericSchema_FieldDescriptor

func (*Schema_GenericSchema) GetRank 

func (x *Schema_GenericSchema) GetRank() *Schema_GenericSchema_FieldDescriptor

func (*Schema_GenericSchema) GetShapValues 

func (x *Schema_GenericSchema) GetShapValues() *Schema_GenericSchema_GroupFieldDescriptor

func (*Schema_GenericSchema) GetTags 

func (x *Schema_GenericSchema) GetTags() *Schema_GenericSchema_GroupFieldDescriptor

func (*Schema_GenericSchema) GetTagsList 

func (x *Schema_GenericSchema) GetTagsList() *Schema_GenericSchema_FieldDescriptor

func (*Schema_GenericSchema) GetTimestamp 

func (x *Schema_GenericSchema) GetTimestamp() *Schema_GenericSchema_FieldDescriptor

func (*Schema_GenericSchema) ProtoMessage 

func (*Schema_GenericSchema) ProtoMessage()

func (*Schema_GenericSchema) ProtoReflect 

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

func (*Schema_GenericSchema) Reset 

func (x *Schema_GenericSchema) Reset()

func (*Schema_GenericSchema) String 

func (x *Schema_GenericSchema) String() string

type Schema_GenericSchema_ 

type Schema_GenericSchema_ struct {
	GenericSchema *Schema_GenericSchema `protobuf:"bytes,5,opt,name=generic_schema,json=genericSchema,proto3,oneof"`
}

type Schema_GenericSchema_EmbeddingFieldDescriptor 

type Schema_GenericSchema_EmbeddingFieldDescriptor struct {
	Properties map[string]*Schema_GenericSchema_EmbeddingFieldDescriptor_EmbeddingPropertyMap `` /* 161-byte string literal not displayed */
	// contains filtered or unexported fields
}

func (*Schema_GenericSchema_EmbeddingFieldDescriptor) Descriptor deprecated 

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

Deprecated: Use Schema_GenericSchema_EmbeddingFieldDescriptor.ProtoReflect.Descriptor instead.

func (*Schema_GenericSchema_EmbeddingFieldDescriptor) GetProperties 

func (x *Schema_GenericSchema_EmbeddingFieldDescriptor) GetProperties() map[string]*Schema_GenericSchema_EmbeddingFieldDescriptor_EmbeddingPropertyMap

func (*Schema_GenericSchema_EmbeddingFieldDescriptor) ProtoMessage 

func (*Schema_GenericSchema_EmbeddingFieldDescriptor) ProtoMessage()

func (*Schema_GenericSchema_EmbeddingFieldDescriptor) ProtoReflect 

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

func (*Schema_GenericSchema_EmbeddingFieldDescriptor) Reset 

func (x *Schema_GenericSchema_EmbeddingFieldDescriptor) Reset()

func (*Schema_GenericSchema_EmbeddingFieldDescriptor) String 

func (x *Schema_GenericSchema_EmbeddingFieldDescriptor) String() string

type Schema_GenericSchema_EmbeddingFieldDescriptor_EmbeddingPropertyMap 

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

func (*Schema_GenericSchema_EmbeddingFieldDescriptor_EmbeddingPropertyMap) Descriptor deprecated 

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

Deprecated: Use Schema_GenericSchema_EmbeddingFieldDescriptor_EmbeddingPropertyMap.ProtoReflect.Descriptor instead.

func (*Schema_GenericSchema_EmbeddingFieldDescriptor_EmbeddingPropertyMap) GetPropertiesMap 

func (x *Schema_GenericSchema_EmbeddingFieldDescriptor_EmbeddingPropertyMap) GetPropertiesMap() map[string]string

func (*Schema_GenericSchema_EmbeddingFieldDescriptor_EmbeddingPropertyMap) ProtoMessage 

func (*Schema_GenericSchema_EmbeddingFieldDescriptor_EmbeddingPropertyMap) ProtoMessage()

func (*Schema_GenericSchema_EmbeddingFieldDescriptor_EmbeddingPropertyMap) ProtoReflect 

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

func (*Schema_GenericSchema_EmbeddingFieldDescriptor_EmbeddingPropertyMap) Reset 

func (x *Schema_GenericSchema_EmbeddingFieldDescriptor_EmbeddingPropertyMap) Reset()

func (*Schema_GenericSchema_EmbeddingFieldDescriptor_EmbeddingPropertyMap) String 

func (x *Schema_GenericSchema_EmbeddingFieldDescriptor_EmbeddingPropertyMap) String() string

type Schema_GenericSchema_FieldDescriptor 

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

FieldDescriptor specifies the location of a field

func (*Schema_GenericSchema_FieldDescriptor) Descriptor deprecated 

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

Deprecated: Use Schema_GenericSchema_FieldDescriptor.ProtoReflect.Descriptor instead.

func (*Schema_GenericSchema_FieldDescriptor) GetProperties 

func (x *Schema_GenericSchema_FieldDescriptor) GetProperties() []string

func (*Schema_GenericSchema_FieldDescriptor) ProtoMessage 

func (*Schema_GenericSchema_FieldDescriptor) ProtoMessage()

func (*Schema_GenericSchema_FieldDescriptor) ProtoReflect 

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

func (*Schema_GenericSchema_FieldDescriptor) Reset 

func (x *Schema_GenericSchema_FieldDescriptor) Reset()

func (*Schema_GenericSchema_FieldDescriptor) String 

func (x *Schema_GenericSchema_FieldDescriptor) String() string

type Schema_GenericSchema_GroupFieldDescriptor 

type Schema_GenericSchema_GroupFieldDescriptor struct {
	Properties []string `protobuf:"bytes,1,rep,name=properties,proto3" json:"properties,omitempty"`
	// represents a capture group string used to extract a dimension name from a data field name
	// e.g. feature[0-9]* would extract "feature123" from "product1_feature123" or "feature123" from "feature123_randomhashsuffix"
	CaptureGroup string `protobuf:"bytes,2,opt,name=capture_group,json=captureGroup,proto3" json:"capture_group,omitempty"`
	// contains filtered or unexported fields
}

GroupFieldDescriptor allows fields to be dynamically identified using a capture group string

func (*Schema_GenericSchema_GroupFieldDescriptor) Descriptor deprecated 

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

Deprecated: Use Schema_GenericSchema_GroupFieldDescriptor.ProtoReflect.Descriptor instead.

func (*Schema_GenericSchema_GroupFieldDescriptor) GetCaptureGroup 

func (x *Schema_GenericSchema_GroupFieldDescriptor) GetCaptureGroup() string

func (*Schema_GenericSchema_GroupFieldDescriptor) GetProperties 

func (x *Schema_GenericSchema_GroupFieldDescriptor) GetProperties() []string

func (*Schema_GenericSchema_GroupFieldDescriptor) ProtoMessage 

func (*Schema_GenericSchema_GroupFieldDescriptor) ProtoMessage()

func (*Schema_GenericSchema_GroupFieldDescriptor) ProtoReflect 

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

func (*Schema_GenericSchema_GroupFieldDescriptor) Reset 

func (x *Schema_GenericSchema_GroupFieldDescriptor) Reset()

func (*Schema_GenericSchema_GroupFieldDescriptor) String 

func (x *Schema_GenericSchema_GroupFieldDescriptor) String() string

type Schema_GenericSchema_ObjectDetectionLabelFieldDescriptor 

type Schema_GenericSchema_ObjectDetectionLabelFieldDescriptor struct {
	Properties map[string]*Schema_GenericSchema_ObjectDetectionLabelFieldDescriptor_ObjectDetectionLabelPropertyMap `` /* 161-byte string literal not displayed */
	// contains filtered or unexported fields
}

func (*Schema_GenericSchema_ObjectDetectionLabelFieldDescriptor) Descriptor deprecated 

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

Deprecated: Use Schema_GenericSchema_ObjectDetectionLabelFieldDescriptor.ProtoReflect.Descriptor instead.

func (*Schema_GenericSchema_ObjectDetectionLabelFieldDescriptor) GetProperties 

func (x *Schema_GenericSchema_ObjectDetectionLabelFieldDescriptor) GetProperties() map[string]*Schema_GenericSchema_ObjectDetectionLabelFieldDescriptor_ObjectDetectionLabelPropertyMap

func (*Schema_GenericSchema_ObjectDetectionLabelFieldDescriptor) ProtoMessage 

func (*Schema_GenericSchema_ObjectDetectionLabelFieldDescriptor) ProtoMessage()

func (*Schema_GenericSchema_ObjectDetectionLabelFieldDescriptor) ProtoReflect 

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

func (*Schema_GenericSchema_ObjectDetectionLabelFieldDescriptor) Reset 

func (x *Schema_GenericSchema_ObjectDetectionLabelFieldDescriptor) Reset()

func (*Schema_GenericSchema_ObjectDetectionLabelFieldDescriptor) String 

func (x *Schema_GenericSchema_ObjectDetectionLabelFieldDescriptor) String() string

type Schema_GenericSchema_ObjectDetectionLabelFieldDescriptor_ObjectDetectionLabelPropertyMap 

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

func (*Schema_GenericSchema_ObjectDetectionLabelFieldDescriptor_ObjectDetectionLabelPropertyMap) Descriptor deprecated 

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

Deprecated: Use Schema_GenericSchema_ObjectDetectionLabelFieldDescriptor_ObjectDetectionLabelPropertyMap.ProtoReflect.Descriptor instead.

func (*Schema_GenericSchema_ObjectDetectionLabelFieldDescriptor_ObjectDetectionLabelPropertyMap) GetPropertiesMap 

func (x *Schema_GenericSchema_ObjectDetectionLabelFieldDescriptor_ObjectDetectionLabelPropertyMap) GetPropertiesMap() map[string]string

func (*Schema_GenericSchema_ObjectDetectionLabelFieldDescriptor_ObjectDetectionLabelPropertyMap) ProtoMessage 

func (*Schema_GenericSchema_ObjectDetectionLabelFieldDescriptor_ObjectDetectionLabelPropertyMap) ProtoMessage()

func (*Schema_GenericSchema_ObjectDetectionLabelFieldDescriptor_ObjectDetectionLabelPropertyMap) ProtoReflect 

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

func (*Schema_GenericSchema_ObjectDetectionLabelFieldDescriptor_ObjectDetectionLabelPropertyMap) Reset 

func (x *Schema_GenericSchema_ObjectDetectionLabelFieldDescriptor_ObjectDetectionLabelPropertyMap) Reset()

func (*Schema_GenericSchema_ObjectDetectionLabelFieldDescriptor_ObjectDetectionLabelPropertyMap) String 

func (x *Schema_GenericSchema_ObjectDetectionLabelFieldDescriptor_ObjectDetectionLabelPropertyMap) String() string

type Schema_ModelType 

type Schema_ModelType int32
const (
	Schema_UNKNOWN_MODELTYPE Schema_ModelType = 0
	Schema_BINARY            Schema_ModelType = 1
	Schema_NUMERIC           Schema_ModelType = 2
	Schema_CATEGORICAL       Schema_ModelType = 3
	Schema_SCORE_CATEGORICAL Schema_ModelType = 4
	Schema_RANKING           Schema_ModelType = 5
	Schema_OBJECT_DETECTION  Schema_ModelType = 6
	Schema_GENERATIVE_LLM    Schema_ModelType = 7
)

func (Schema_ModelType) Descriptor 

func (Schema_ModelType) Descriptor() protoreflect.EnumDescriptor

func (Schema_ModelType) Enum 

func (x Schema_ModelType) Enum() *Schema_ModelType

func (Schema_ModelType) EnumDescriptor deprecated 

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

Deprecated: Use Schema_ModelType.Descriptor instead.

func (Schema_ModelType) Number 

func (x Schema_ModelType) Number() protoreflect.EnumNumber

func (Schema_ModelType) String 

func (x Schema_ModelType) String() string

func (Schema_ModelType) Type 

func (Schema_ModelType) Type() protoreflect.EnumType

type Schema_ObjectDetectionLabelColumnNames 

type Schema_ObjectDetectionLabelColumnNames struct {
	BboxesCoordinatesColumnName string `` /* 146-byte string literal not displayed */
	BboxesCategoriesColumnName  string `` /* 143-byte string literal not displayed */
	BboxesScoresColumnName      string `` /* 131-byte string literal not displayed */
	// contains filtered or unexported fields
}

func (*Schema_ObjectDetectionLabelColumnNames) Descriptor deprecated 

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

Deprecated: Use Schema_ObjectDetectionLabelColumnNames.ProtoReflect.Descriptor instead.

func (*Schema_ObjectDetectionLabelColumnNames) GetBboxesCategoriesColumnName 

func (x *Schema_ObjectDetectionLabelColumnNames) GetBboxesCategoriesColumnName() string

func (*Schema_ObjectDetectionLabelColumnNames) GetBboxesCoordinatesColumnName 

func (x *Schema_ObjectDetectionLabelColumnNames) GetBboxesCoordinatesColumnName() string

func (*Schema_ObjectDetectionLabelColumnNames) GetBboxesScoresColumnName 

func (x *Schema_ObjectDetectionLabelColumnNames) GetBboxesScoresColumnName() string

func (*Schema_ObjectDetectionLabelColumnNames) ProtoMessage 

func (*Schema_ObjectDetectionLabelColumnNames) ProtoMessage()

func (*Schema_ObjectDetectionLabelColumnNames) ProtoReflect 

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

func (*Schema_ObjectDetectionLabelColumnNames) Reset 

func (x *Schema_ObjectDetectionLabelColumnNames) Reset()

func (*Schema_ObjectDetectionLabelColumnNames) String 

func (x *Schema_ObjectDetectionLabelColumnNames) String() string

type ScoreCategorical 

type ScoreCategorical struct {

	// Deprecated: Do not use.
	Categorical string `protobuf:"bytes,1,opt,name=categorical,proto3" json:"categorical,omitempty"`
	// Deprecated: Do not use.
	Score float64 `protobuf:"fixed64,2,opt,name=score,proto3" json:"score,omitempty"`
	// Types that are assignable to Type:
	//
	//	*ScoreCategorical_Category_
	//	*ScoreCategorical_ScoreCategory_
	//	*ScoreCategorical_ScoreValue_
	Type isScoreCategorical_Type `protobuf_oneof:"type"`
	// contains filtered or unexported fields
}

ScoreCategorical Model is a type of model where there are two values for a prediction/actual - the numeric score and the categorical label the score maps to.

func (*ScoreCategorical) Descriptor deprecated 

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

Deprecated: Use ScoreCategorical.ProtoReflect.Descriptor instead.

func (*ScoreCategorical) GetCategorical deprecated 

func (x *ScoreCategorical) GetCategorical() string

Deprecated: Do not use.

func (*ScoreCategorical) GetCategory 

func (x *ScoreCategorical) GetCategory() *ScoreCategorical_Category

func (*ScoreCategorical) GetScore deprecated 

func (x *ScoreCategorical) GetScore() float64

Deprecated: Do not use.

func (*ScoreCategorical) GetScoreCategory 

func (x *ScoreCategorical) GetScoreCategory() *ScoreCategorical_ScoreCategory

func (*ScoreCategorical) GetScoreValue 

func (x *ScoreCategorical) GetScoreValue() *ScoreCategorical_ScoreValue

func (*ScoreCategorical) GetType 

func (m *ScoreCategorical) GetType() isScoreCategorical_Type

func (*ScoreCategorical) ProtoMessage 

func (*ScoreCategorical) ProtoMessage()

func (*ScoreCategorical) ProtoReflect 

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

func (*ScoreCategorical) Reset 

func (x *ScoreCategorical) Reset()

func (*ScoreCategorical) String 

func (x *ScoreCategorical) String() string

type ScoreCategorical_Category 

type ScoreCategorical_Category struct {
	Category string `protobuf:"bytes,1,opt,name=category,proto3" json:"category,omitempty"`
	// contains filtered or unexported fields
}

func (*ScoreCategorical_Category) Descriptor deprecated 

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

Deprecated: Use ScoreCategorical_Category.ProtoReflect.Descriptor instead.

func (*ScoreCategorical_Category) GetCategory 

func (x *ScoreCategorical_Category) GetCategory() string

func (*ScoreCategorical_Category) ProtoMessage 

func (*ScoreCategorical_Category) ProtoMessage()

func (*ScoreCategorical_Category) ProtoReflect 

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

func (*ScoreCategorical_Category) Reset 

func (x *ScoreCategorical_Category) Reset()

func (*ScoreCategorical_Category) String 

func (x *ScoreCategorical_Category) String() string

type ScoreCategorical_Category_ 

type ScoreCategorical_Category_ struct {
	Category *ScoreCategorical_Category `protobuf:"bytes,3,opt,name=category,proto3,oneof"`
}

type ScoreCategorical_ScoreCategory 

type ScoreCategorical_ScoreCategory struct {
	Category string  `protobuf:"bytes,1,opt,name=category,proto3" json:"category,omitempty"`
	Score    float64 `protobuf:"fixed64,2,opt,name=score,proto3" json:"score,omitempty"`
	// Deprecated: Do not use.
	NumericSequence []float64 `protobuf:"fixed64,3,rep,packed,name=numeric_sequence,json=numericSequence,proto3" json:"numeric_sequence,omitempty"`
	// contains filtered or unexported fields
}

func (*ScoreCategorical_ScoreCategory) Descriptor deprecated 

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

Deprecated: Use ScoreCategorical_ScoreCategory.ProtoReflect.Descriptor instead.

func (*ScoreCategorical_ScoreCategory) GetCategory 

func (x *ScoreCategorical_ScoreCategory) GetCategory() string

func (*ScoreCategorical_ScoreCategory) GetNumericSequence deprecated 

func (x *ScoreCategorical_ScoreCategory) GetNumericSequence() []float64

Deprecated: Do not use.

func (*ScoreCategorical_ScoreCategory) GetScore 

func (x *ScoreCategorical_ScoreCategory) GetScore() float64

func (*ScoreCategorical_ScoreCategory) ProtoMessage 

func (*ScoreCategorical_ScoreCategory) ProtoMessage()

func (*ScoreCategorical_ScoreCategory) ProtoReflect 

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

func (*ScoreCategorical_ScoreCategory) Reset 

func (x *ScoreCategorical_ScoreCategory) Reset()

func (*ScoreCategorical_ScoreCategory) String 

func (x *ScoreCategorical_ScoreCategory) String() string

type ScoreCategorical_ScoreCategory_ 

type ScoreCategorical_ScoreCategory_ struct {
	ScoreCategory *ScoreCategorical_ScoreCategory `protobuf:"bytes,4,opt,name=score_category,json=scoreCategory,proto3,oneof"`
}

type ScoreCategorical_ScoreValue 

type ScoreCategorical_ScoreValue struct {
	Value float64 `protobuf:"fixed64,1,opt,name=value,proto3" json:"value,omitempty"`
	// contains filtered or unexported fields
}

func (*ScoreCategorical_ScoreValue) Descriptor deprecated 

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

Deprecated: Use ScoreCategorical_ScoreValue.ProtoReflect.Descriptor instead.

func (*ScoreCategorical_ScoreValue) GetValue 

func (x *ScoreCategorical_ScoreValue) GetValue() float64

func (*ScoreCategorical_ScoreValue) ProtoMessage 

func (*ScoreCategorical_ScoreValue) ProtoMessage()

func (*ScoreCategorical_ScoreValue) ProtoReflect 

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

func (*ScoreCategorical_ScoreValue) Reset 

func (x *ScoreCategorical_ScoreValue) Reset()

func (*ScoreCategorical_ScoreValue) String 

func (x *ScoreCategorical_ScoreValue) String() string

type ScoreCategorical_ScoreValue_ 

type ScoreCategorical_ScoreValue_ struct {
	ScoreValue *ScoreCategorical_ScoreValue `protobuf:"bytes,5,opt,name=score_value,json=scoreValue,proto3,oneof"`
}

type UserFileUploadResponse 

type UserFileUploadResponse struct {

	// error field is set if any error was encountered during the file upload request. If request was successful this field
	// is an empty string
	Error    string `protobuf:"bytes,1,opt,name=error,proto3" json:"error,omitempty"`
	FileUuid string `protobuf:"bytes,2,opt,name=file_uuid,json=fileUuid,proto3" json:"file_uuid,omitempty"`
	// contains filtered or unexported fields
}

UserFileUploadResponse is the response body for the UserFileUpload receiver endpoint.

func (*UserFileUploadResponse) Descriptor deprecated 

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

Deprecated: Use UserFileUploadResponse.ProtoReflect.Descriptor instead.

func (*UserFileUploadResponse) GetError 

func (x *UserFileUploadResponse) GetError() string

func (*UserFileUploadResponse) GetFileUuid 

func (x *UserFileUploadResponse) GetFileUuid() string

func (*UserFileUploadResponse) ProtoMessage 

func (*UserFileUploadResponse) ProtoMessage()

func (*UserFileUploadResponse) ProtoReflect 

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

func (*UserFileUploadResponse) Reset 

func (x *UserFileUploadResponse) Reset()

func (*UserFileUploadResponse) String 

func (x *UserFileUploadResponse) String() string

type Value 

type Value struct {

	// Types that are assignable to Data:
	//
	//	*Value_String_
	//	*Value_Int
	//	*Value_Double
	//	*Value_MultiValue
	//	*Value_Embedding
	Data isValue_Data `protobuf_oneof:"data"`
	// contains filtered or unexported fields
}

Value encodes the type of the feature's value

func (*Value) Descriptor deprecated 

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

Deprecated: Use Value.ProtoReflect.Descriptor instead.

func (*Value) GetData 

func (m *Value) GetData() isValue_Data

func (*Value) GetDouble 

func (x *Value) GetDouble() float64

func (*Value) GetEmbedding 

func (x *Value) GetEmbedding() *Embedding

func (*Value) GetInt 

func (x *Value) GetInt() int64

func (*Value) GetMultiValue 

func (x *Value) GetMultiValue() *MultiValue

func (*Value) GetString_ 

func (x *Value) GetString_() string

func (*Value) ProtoMessage 

func (*Value) ProtoMessage()

func (*Value) ProtoReflect 

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

func (*Value) Reset 

func (x *Value) Reset()

func (*Value) String 

func (x *Value) String() string

type Value_Double 

type Value_Double struct {
	Double float64 `protobuf:"fixed64,3,opt,name=double,proto3,oneof"`
}

type Value_Embedding 

type Value_Embedding struct {
	Embedding *Embedding `protobuf:"bytes,5,opt,name=embedding,proto3,oneof"`
}

type Value_Int 

type Value_Int struct {
	Int int64 `protobuf:"varint,2,opt,name=int,proto3,oneof"`
}

type Value_MultiValue 

type Value_MultiValue struct {
	MultiValue *MultiValue `protobuf:"bytes,4,opt,name=multi_value,json=multiValue,proto3,oneof"`
}

type Value_String_ 

type Value_String_ struct {
	String_ string `protobuf:"bytes,1,opt,name=string,proto3,oneof"`
}

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