datalabeling

package
v0.0.0-...-6cb3ea0 Latest Latest
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 Go to latest Published: Jun 7, 2021 License: Apache-2.0 Imports: 16 Imported by: 0

Documentation

Index

Constants

This section is empty.

Variables

View Source 
var (
	AnnotationSource_name = map[int32]string{
		0: "ANNOTATION_SOURCE_UNSPECIFIED",
		3: "OPERATOR",
	}
	AnnotationSource_value = map[string]int32{
		"ANNOTATION_SOURCE_UNSPECIFIED": 0,
		"OPERATOR":                      3,
	}
)

Enum value maps for AnnotationSource.

View Source 
var (
	AnnotationSentiment_name = map[int32]string{
		0: "ANNOTATION_SENTIMENT_UNSPECIFIED",
		1: "NEGATIVE",
		2: "POSITIVE",
	}
	AnnotationSentiment_value = map[string]int32{
		"ANNOTATION_SENTIMENT_UNSPECIFIED": 0,
		"NEGATIVE":                         1,
		"POSITIVE":                         2,
	}
)

Enum value maps for AnnotationSentiment.

View Source 
var (
	AnnotationType_name = map[int32]string{
		0:  "ANNOTATION_TYPE_UNSPECIFIED",
		1:  "IMAGE_CLASSIFICATION_ANNOTATION",
		2:  "IMAGE_BOUNDING_BOX_ANNOTATION",
		13: "IMAGE_ORIENTED_BOUNDING_BOX_ANNOTATION",
		10: "IMAGE_BOUNDING_POLY_ANNOTATION",
		11: "IMAGE_POLYLINE_ANNOTATION",
		12: "IMAGE_SEGMENTATION_ANNOTATION",
		3:  "VIDEO_SHOTS_CLASSIFICATION_ANNOTATION",
		4:  "VIDEO_OBJECT_TRACKING_ANNOTATION",
		5:  "VIDEO_OBJECT_DETECTION_ANNOTATION",
		6:  "VIDEO_EVENT_ANNOTATION",
		8:  "TEXT_CLASSIFICATION_ANNOTATION",
		9:  "TEXT_ENTITY_EXTRACTION_ANNOTATION",
		14: "GENERAL_CLASSIFICATION_ANNOTATION",
	}
	AnnotationType_value = map[string]int32{
		"ANNOTATION_TYPE_UNSPECIFIED":            0,
		"IMAGE_CLASSIFICATION_ANNOTATION":        1,
		"IMAGE_BOUNDING_BOX_ANNOTATION":          2,
		"IMAGE_ORIENTED_BOUNDING_BOX_ANNOTATION": 13,
		"IMAGE_BOUNDING_POLY_ANNOTATION":         10,
		"IMAGE_POLYLINE_ANNOTATION":              11,
		"IMAGE_SEGMENTATION_ANNOTATION":          12,
		"VIDEO_SHOTS_CLASSIFICATION_ANNOTATION":  3,
		"VIDEO_OBJECT_TRACKING_ANNOTATION":       4,
		"VIDEO_OBJECT_DETECTION_ANNOTATION":      5,
		"VIDEO_EVENT_ANNOTATION":                 6,
		"TEXT_CLASSIFICATION_ANNOTATION":         8,
		"TEXT_ENTITY_EXTRACTION_ANNOTATION":      9,
		"GENERAL_CLASSIFICATION_ANNOTATION":      14,
	}
)

Enum value maps for AnnotationType.

View Source 
var (
	LabelImageRequest_Feature_name = map[int32]string{
		0: "FEATURE_UNSPECIFIED",
		1: "CLASSIFICATION",
		2: "BOUNDING_BOX",
		6: "ORIENTED_BOUNDING_BOX",
		3: "BOUNDING_POLY",
		4: "POLYLINE",
		5: "SEGMENTATION",
	}
	LabelImageRequest_Feature_value = map[string]int32{
		"FEATURE_UNSPECIFIED":   0,
		"CLASSIFICATION":        1,
		"BOUNDING_BOX":          2,
		"ORIENTED_BOUNDING_BOX": 6,
		"BOUNDING_POLY":         3,
		"POLYLINE":              4,
		"SEGMENTATION":          5,
	}
)

Enum value maps for LabelImageRequest_Feature.

View Source 
var (
	LabelVideoRequest_Feature_name = map[int32]string{
		0: "FEATURE_UNSPECIFIED",
		1: "CLASSIFICATION",
		2: "OBJECT_DETECTION",
		3: "OBJECT_TRACKING",
		4: "EVENT",
	}
	LabelVideoRequest_Feature_value = map[string]int32{
		"FEATURE_UNSPECIFIED": 0,
		"CLASSIFICATION":      1,
		"OBJECT_DETECTION":    2,
		"OBJECT_TRACKING":     3,
		"EVENT":               4,
	}
)

Enum value maps for LabelVideoRequest_Feature.

View Source 
var (
	LabelTextRequest_Feature_name = map[int32]string{
		0: "FEATURE_UNSPECIFIED",
		1: "TEXT_CLASSIFICATION",
		2: "TEXT_ENTITY_EXTRACTION",
	}
	LabelTextRequest_Feature_value = map[string]int32{
		"FEATURE_UNSPECIFIED":    0,
		"TEXT_CLASSIFICATION":    1,
		"TEXT_ENTITY_EXTRACTION": 2,
	}
)

Enum value maps for LabelTextRequest_Feature.

View Source 
var (
	DataType_name = map[int32]string{
		0: "DATA_TYPE_UNSPECIFIED",
		1: "IMAGE",
		2: "VIDEO",
		4: "TEXT",
		6: "GENERAL_DATA",
	}
	DataType_value = map[string]int32{
		"DATA_TYPE_UNSPECIFIED": 0,
		"IMAGE":                 1,
		"VIDEO":                 2,
		"TEXT":                  4,
		"GENERAL_DATA":          6,
	}
)

Enum value maps for DataType.

View Source 
var (
	EvaluationJob_State_name = map[int32]string{
		0: "STATE_UNSPECIFIED",
		1: "SCHEDULED",
		2: "RUNNING",
		3: "PAUSED",
		4: "STOPPED",
	}
	EvaluationJob_State_value = map[string]int32{
		"STATE_UNSPECIFIED": 0,
		"SCHEDULED":         1,
		"RUNNING":           2,
		"PAUSED":            3,
		"STOPPED":           4,
	}
)

Enum value maps for EvaluationJob_State.

View Source 
var (
	StringAggregationType_name = map[int32]string{
		0: "STRING_AGGREGATION_TYPE_UNSPECIFIED",
		1: "MAJORITY_VOTE",
		2: "UNANIMOUS_VOTE",
		3: "NO_AGGREGATION",
	}
	StringAggregationType_value = map[string]int32{
		"STRING_AGGREGATION_TYPE_UNSPECIFIED": 0,
		"MAJORITY_VOTE":                       1,
		"UNANIMOUS_VOTE":                      2,
		"NO_AGGREGATION":                      3,
	}
)

Enum value maps for StringAggregationType.

View Source 
var File_google_cloud_datalabeling_v1beta1_annotation_proto protoreflect.FileDescriptor
View Source 
var File_google_cloud_datalabeling_v1beta1_annotation_spec_set_proto protoreflect.FileDescriptor
View Source 
var File_google_cloud_datalabeling_v1beta1_data_labeling_service_proto protoreflect.FileDescriptor
View Source 
var File_google_cloud_datalabeling_v1beta1_data_payloads_proto protoreflect.FileDescriptor
View Source 
var File_google_cloud_datalabeling_v1beta1_dataset_proto protoreflect.FileDescriptor
View Source 
var File_google_cloud_datalabeling_v1beta1_evaluation_job_proto protoreflect.FileDescriptor
View Source 
var File_google_cloud_datalabeling_v1beta1_evaluation_proto protoreflect.FileDescriptor
View Source 
var File_google_cloud_datalabeling_v1beta1_human_annotation_config_proto protoreflect.FileDescriptor
View Source 
var File_google_cloud_datalabeling_v1beta1_instruction_proto protoreflect.FileDescriptor
View Source 
var File_google_cloud_datalabeling_v1beta1_operations_proto protoreflect.FileDescriptor

Functions

func RegisterDataLabelingServiceServer 

func RegisterDataLabelingServiceServer(s *grpc.Server, srv DataLabelingServiceServer)

Types

type AnnotatedDataset 

type AnnotatedDataset struct {

	// Output only. AnnotatedDataset resource name in format of:
	// projects/{project_id}/datasets/{dataset_id}/annotatedDatasets/
	// {annotated_dataset_id}
	Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"`
	// Output only. The display name of the AnnotatedDataset. It is specified in
	// HumanAnnotationConfig when user starts a labeling task. Maximum of 64
	// characters.
	DisplayName string `protobuf:"bytes,2,opt,name=display_name,json=displayName,proto3" json:"display_name,omitempty"`
	// Output only. The description of the AnnotatedDataset. It is specified in
	// HumanAnnotationConfig when user starts a labeling task. Maximum of 10000
	// characters.
	Description string `protobuf:"bytes,9,opt,name=description,proto3" json:"description,omitempty"`
	// Output only. Source of the annotation.
	AnnotationSource AnnotationSource `` /* 166-byte string literal not displayed */
	// Output only. Type of the annotation. It is specified when starting labeling
	// task.
	AnnotationType AnnotationType `` /* 158-byte string literal not displayed */
	// Output only. Number of examples in the annotated dataset.
	ExampleCount int64 `protobuf:"varint,4,opt,name=example_count,json=exampleCount,proto3" json:"example_count,omitempty"`
	// Output only. Number of examples that have annotation in the annotated
	// dataset.
	CompletedExampleCount int64 `` /* 127-byte string literal not displayed */
	// Output only. Per label statistics.
	LabelStats *LabelStats `protobuf:"bytes,6,opt,name=label_stats,json=labelStats,proto3" json:"label_stats,omitempty"`
	// Output only. Time the AnnotatedDataset was created.
	CreateTime *timestamppb.Timestamp `protobuf:"bytes,7,opt,name=create_time,json=createTime,proto3" json:"create_time,omitempty"`
	// Output only. Additional information about AnnotatedDataset.
	Metadata *AnnotatedDatasetMetadata `protobuf:"bytes,10,opt,name=metadata,proto3" json:"metadata,omitempty"`
	// Output only. The names of any related resources that are blocking changes
	// to the annotated dataset.
	BlockingResources []string `protobuf:"bytes,11,rep,name=blocking_resources,json=blockingResources,proto3" json:"blocking_resources,omitempty"`
	// contains filtered or unexported fields
}

AnnotatedDataset is a set holding annotations for data in a Dataset. Each labeling task will generate an AnnotatedDataset under the Dataset that the task is requested for.

func (*AnnotatedDataset) Descriptor deprecated 

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

Deprecated: Use AnnotatedDataset.ProtoReflect.Descriptor instead.

func (*AnnotatedDataset) GetAnnotationSource 

func (x *AnnotatedDataset) GetAnnotationSource() AnnotationSource

func (*AnnotatedDataset) GetAnnotationType 

func (x *AnnotatedDataset) GetAnnotationType() AnnotationType

func (*AnnotatedDataset) GetBlockingResources 

func (x *AnnotatedDataset) GetBlockingResources() []string

func (*AnnotatedDataset) GetCompletedExampleCount 

func (x *AnnotatedDataset) GetCompletedExampleCount() int64

func (*AnnotatedDataset) GetCreateTime 

func (x *AnnotatedDataset) GetCreateTime() *timestamppb.Timestamp

func (*AnnotatedDataset) GetDescription 

func (x *AnnotatedDataset) GetDescription() string

func (*AnnotatedDataset) GetDisplayName 

func (x *AnnotatedDataset) GetDisplayName() string

func (*AnnotatedDataset) GetExampleCount 

func (x *AnnotatedDataset) GetExampleCount() int64

func (*AnnotatedDataset) GetLabelStats 

func (x *AnnotatedDataset) GetLabelStats() *LabelStats

func (*AnnotatedDataset) GetMetadata 

func (x *AnnotatedDataset) GetMetadata() *AnnotatedDatasetMetadata

func (*AnnotatedDataset) GetName 

func (x *AnnotatedDataset) GetName() string

func (*AnnotatedDataset) ProtoMessage 

func (*AnnotatedDataset) ProtoMessage()

func (*AnnotatedDataset) ProtoReflect 

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

func (*AnnotatedDataset) Reset 

func (x *AnnotatedDataset) Reset()

func (*AnnotatedDataset) String 

func (x *AnnotatedDataset) String() string

type AnnotatedDatasetMetadata 

type AnnotatedDatasetMetadata struct {

	// Specific request configuration used when requesting the labeling task.
	//
	// Types that are assignable to AnnotationRequestConfig:
	//	*AnnotatedDatasetMetadata_ImageClassificationConfig
	//	*AnnotatedDatasetMetadata_BoundingPolyConfig
	//	*AnnotatedDatasetMetadata_PolylineConfig
	//	*AnnotatedDatasetMetadata_SegmentationConfig
	//	*AnnotatedDatasetMetadata_VideoClassificationConfig
	//	*AnnotatedDatasetMetadata_ObjectDetectionConfig
	//	*AnnotatedDatasetMetadata_ObjectTrackingConfig
	//	*AnnotatedDatasetMetadata_EventConfig
	//	*AnnotatedDatasetMetadata_TextClassificationConfig
	//	*AnnotatedDatasetMetadata_TextEntityExtractionConfig
	AnnotationRequestConfig isAnnotatedDatasetMetadata_AnnotationRequestConfig `protobuf_oneof:"annotation_request_config"`
	// HumanAnnotationConfig used when requesting the human labeling task for this
	// AnnotatedDataset.
	HumanAnnotationConfig *HumanAnnotationConfig `` /* 126-byte string literal not displayed */
	// contains filtered or unexported fields
}

Metadata on AnnotatedDataset.

func (*AnnotatedDatasetMetadata) Descriptor deprecated 

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

Deprecated: Use AnnotatedDatasetMetadata.ProtoReflect.Descriptor instead.

func (*AnnotatedDatasetMetadata) GetAnnotationRequestConfig 

func (m *AnnotatedDatasetMetadata) GetAnnotationRequestConfig() isAnnotatedDatasetMetadata_AnnotationRequestConfig

func (*AnnotatedDatasetMetadata) GetBoundingPolyConfig 

func (x *AnnotatedDatasetMetadata) GetBoundingPolyConfig() *BoundingPolyConfig

func (*AnnotatedDatasetMetadata) GetEventConfig 

func (x *AnnotatedDatasetMetadata) GetEventConfig() *EventConfig

func (*AnnotatedDatasetMetadata) GetHumanAnnotationConfig 

func (x *AnnotatedDatasetMetadata) GetHumanAnnotationConfig() *HumanAnnotationConfig

func (*AnnotatedDatasetMetadata) GetImageClassificationConfig 

func (x *AnnotatedDatasetMetadata) GetImageClassificationConfig() *ImageClassificationConfig

func (*AnnotatedDatasetMetadata) GetObjectDetectionConfig 

func (x *AnnotatedDatasetMetadata) GetObjectDetectionConfig() *ObjectDetectionConfig

func (*AnnotatedDatasetMetadata) GetObjectTrackingConfig 

func (x *AnnotatedDatasetMetadata) GetObjectTrackingConfig() *ObjectTrackingConfig

func (*AnnotatedDatasetMetadata) GetPolylineConfig 

func (x *AnnotatedDatasetMetadata) GetPolylineConfig() *PolylineConfig

func (*AnnotatedDatasetMetadata) GetSegmentationConfig 

func (x *AnnotatedDatasetMetadata) GetSegmentationConfig() *SegmentationConfig

func (*AnnotatedDatasetMetadata) GetTextClassificationConfig 

func (x *AnnotatedDatasetMetadata) GetTextClassificationConfig() *TextClassificationConfig

func (*AnnotatedDatasetMetadata) GetTextEntityExtractionConfig 

func (x *AnnotatedDatasetMetadata) GetTextEntityExtractionConfig() *TextEntityExtractionConfig

func (*AnnotatedDatasetMetadata) GetVideoClassificationConfig 

func (x *AnnotatedDatasetMetadata) GetVideoClassificationConfig() *VideoClassificationConfig

func (*AnnotatedDatasetMetadata) ProtoMessage 

func (*AnnotatedDatasetMetadata) ProtoMessage()

func (*AnnotatedDatasetMetadata) ProtoReflect 

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

func (*AnnotatedDatasetMetadata) Reset 

func (x *AnnotatedDatasetMetadata) Reset()

func (*AnnotatedDatasetMetadata) String 

func (x *AnnotatedDatasetMetadata) String() string

type AnnotatedDatasetMetadata_BoundingPolyConfig 

type AnnotatedDatasetMetadata_BoundingPolyConfig struct {
	// Configuration for image bounding box and bounding poly task.
	BoundingPolyConfig *BoundingPolyConfig `protobuf:"bytes,3,opt,name=bounding_poly_config,json=boundingPolyConfig,proto3,oneof"`
}

type AnnotatedDatasetMetadata_EventConfig 

type AnnotatedDatasetMetadata_EventConfig struct {
	// Configuration for video event labeling task.
	EventConfig *EventConfig `protobuf:"bytes,9,opt,name=event_config,json=eventConfig,proto3,oneof"`
}

type AnnotatedDatasetMetadata_ImageClassificationConfig 

type AnnotatedDatasetMetadata_ImageClassificationConfig struct {
	// Configuration for image classification task.
	ImageClassificationConfig *ImageClassificationConfig `protobuf:"bytes,2,opt,name=image_classification_config,json=imageClassificationConfig,proto3,oneof"`
}

type AnnotatedDatasetMetadata_ObjectDetectionConfig 

type AnnotatedDatasetMetadata_ObjectDetectionConfig struct {
	// Configuration for video object detection task.
	ObjectDetectionConfig *ObjectDetectionConfig `protobuf:"bytes,7,opt,name=object_detection_config,json=objectDetectionConfig,proto3,oneof"`
}

type AnnotatedDatasetMetadata_ObjectTrackingConfig 

type AnnotatedDatasetMetadata_ObjectTrackingConfig struct {
	// Configuration for video object tracking task.
	ObjectTrackingConfig *ObjectTrackingConfig `protobuf:"bytes,8,opt,name=object_tracking_config,json=objectTrackingConfig,proto3,oneof"`
}

type AnnotatedDatasetMetadata_PolylineConfig 

type AnnotatedDatasetMetadata_PolylineConfig struct {
	// Configuration for image polyline task.
	PolylineConfig *PolylineConfig `protobuf:"bytes,4,opt,name=polyline_config,json=polylineConfig,proto3,oneof"`
}

type AnnotatedDatasetMetadata_SegmentationConfig 

type AnnotatedDatasetMetadata_SegmentationConfig struct {
	// Configuration for image segmentation task.
	SegmentationConfig *SegmentationConfig `protobuf:"bytes,5,opt,name=segmentation_config,json=segmentationConfig,proto3,oneof"`
}

type AnnotatedDatasetMetadata_TextClassificationConfig 

type AnnotatedDatasetMetadata_TextClassificationConfig struct {
	// Configuration for text classification task.
	TextClassificationConfig *TextClassificationConfig `protobuf:"bytes,10,opt,name=text_classification_config,json=textClassificationConfig,proto3,oneof"`
}

type AnnotatedDatasetMetadata_TextEntityExtractionConfig 

type AnnotatedDatasetMetadata_TextEntityExtractionConfig struct {
	// Configuration for text entity extraction task.
	TextEntityExtractionConfig *TextEntityExtractionConfig `protobuf:"bytes,11,opt,name=text_entity_extraction_config,json=textEntityExtractionConfig,proto3,oneof"`
}

type AnnotatedDatasetMetadata_VideoClassificationConfig 

type AnnotatedDatasetMetadata_VideoClassificationConfig struct {
	// Configuration for video classification task.
	VideoClassificationConfig *VideoClassificationConfig `protobuf:"bytes,6,opt,name=video_classification_config,json=videoClassificationConfig,proto3,oneof"`
}

type Annotation 

type Annotation struct {

	// Output only. Unique name of this annotation, format is:
	//
	// projects/{project_id}/datasets/{dataset_id}/annotatedDatasets/{annotated_dataset}/examples/{example_id}/annotations/{annotation_id}
	Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"`
	// Output only. The source of the annotation.
	AnnotationSource AnnotationSource `` /* 166-byte string literal not displayed */
	// Output only. This is the actual annotation value, e.g classification,
	// bounding box values are stored here.
	AnnotationValue *AnnotationValue `protobuf:"bytes,3,opt,name=annotation_value,json=annotationValue,proto3" json:"annotation_value,omitempty"`
	// Output only. Annotation metadata, including information like votes
	// for labels.
	AnnotationMetadata *AnnotationMetadata `protobuf:"bytes,4,opt,name=annotation_metadata,json=annotationMetadata,proto3" json:"annotation_metadata,omitempty"`
	// Output only. Sentiment for this annotation.
	AnnotationSentiment AnnotationSentiment `` /* 178-byte string literal not displayed */
	// contains filtered or unexported fields
}

Annotation for Example. Each example may have one or more annotations. For example in image classification problem, each image might have one or more labels. We call labels binded with this image an Annotation.

func (*Annotation) Descriptor deprecated 

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

Deprecated: Use Annotation.ProtoReflect.Descriptor instead.

func (*Annotation) GetAnnotationMetadata 

func (x *Annotation) GetAnnotationMetadata() *AnnotationMetadata

func (*Annotation) GetAnnotationSentiment 

func (x *Annotation) GetAnnotationSentiment() AnnotationSentiment

func (*Annotation) GetAnnotationSource 

func (x *Annotation) GetAnnotationSource() AnnotationSource

func (*Annotation) GetAnnotationValue 

func (x *Annotation) GetAnnotationValue() *AnnotationValue

func (*Annotation) GetName 

func (x *Annotation) GetName() string

func (*Annotation) ProtoMessage 

func (*Annotation) ProtoMessage()

func (*Annotation) ProtoReflect 

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

func (*Annotation) Reset 

func (x *Annotation) Reset()

func (*Annotation) String 

func (x *Annotation) String() string

type AnnotationMetadata 

type AnnotationMetadata struct {

	// Metadata related to human labeling.
	OperatorMetadata *OperatorMetadata `protobuf:"bytes,2,opt,name=operator_metadata,json=operatorMetadata,proto3" json:"operator_metadata,omitempty"`
	// contains filtered or unexported fields
}

Additional information associated with the annotation.

func (*AnnotationMetadata) Descriptor deprecated 

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

Deprecated: Use AnnotationMetadata.ProtoReflect.Descriptor instead.

func (*AnnotationMetadata) GetOperatorMetadata 

func (x *AnnotationMetadata) GetOperatorMetadata() *OperatorMetadata

func (*AnnotationMetadata) ProtoMessage 

func (*AnnotationMetadata) ProtoMessage()

func (*AnnotationMetadata) ProtoReflect 

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

func (*AnnotationMetadata) Reset 

func (x *AnnotationMetadata) Reset()

func (*AnnotationMetadata) String 

func (x *AnnotationMetadata) String() string

type AnnotationSentiment 

type AnnotationSentiment int32
const (
	AnnotationSentiment_ANNOTATION_SENTIMENT_UNSPECIFIED AnnotationSentiment = 0
	// This annotation describes negatively about the data.
	AnnotationSentiment_NEGATIVE AnnotationSentiment = 1
	// This label describes positively about the data.
	AnnotationSentiment_POSITIVE AnnotationSentiment = 2
)

func (AnnotationSentiment) Descriptor 

func (AnnotationSentiment) Descriptor() protoreflect.EnumDescriptor

func (AnnotationSentiment) Enum 

func (x AnnotationSentiment) Enum() *AnnotationSentiment

func (AnnotationSentiment) EnumDescriptor deprecated 

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

Deprecated: Use AnnotationSentiment.Descriptor instead.

func (AnnotationSentiment) Number 

func (x AnnotationSentiment) Number() protoreflect.EnumNumber

func (AnnotationSentiment) String 

func (x AnnotationSentiment) String() string

func (AnnotationSentiment) Type 

func (AnnotationSentiment) Type() protoreflect.EnumType

type AnnotationSource 

type AnnotationSource int32

Specifies where the annotation comes from (whether it was provided by a human labeler or a different source). 

const (
	AnnotationSource_ANNOTATION_SOURCE_UNSPECIFIED AnnotationSource = 0
	// Answer is provided by a human contributor.
	AnnotationSource_OPERATOR AnnotationSource = 3
)

func (AnnotationSource) Descriptor 

func (AnnotationSource) Descriptor() protoreflect.EnumDescriptor

func (AnnotationSource) Enum 

func (x AnnotationSource) Enum() *AnnotationSource

func (AnnotationSource) EnumDescriptor deprecated 

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

Deprecated: Use AnnotationSource.Descriptor instead.

func (AnnotationSource) Number 

func (x AnnotationSource) Number() protoreflect.EnumNumber

func (AnnotationSource) String 

func (x AnnotationSource) String() string

func (AnnotationSource) Type 

func (AnnotationSource) Type() protoreflect.EnumType

type AnnotationSpec 

type AnnotationSpec struct {

	// Required. The display name of the AnnotationSpec. Maximum of 64 characters.
	DisplayName string `protobuf:"bytes,1,opt,name=display_name,json=displayName,proto3" json:"display_name,omitempty"`
	// Optional. User-provided description of the annotation specification.
	// The description can be up to 10,000 characters long.
	Description string `protobuf:"bytes,2,opt,name=description,proto3" json:"description,omitempty"`
	// contains filtered or unexported fields
}

Container of information related to one possible annotation that can be used in a labeling task. For example, an image classification task where images are labeled as `dog` or `cat` must reference an AnnotationSpec for `dog` and an AnnotationSpec for `cat`.

func (*AnnotationSpec) Descriptor deprecated 

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

Deprecated: Use AnnotationSpec.ProtoReflect.Descriptor instead.

func (*AnnotationSpec) GetDescription 

func (x *AnnotationSpec) GetDescription() string

func (*AnnotationSpec) GetDisplayName 

func (x *AnnotationSpec) GetDisplayName() string

func (*AnnotationSpec) ProtoMessage 

func (*AnnotationSpec) ProtoMessage()

func (*AnnotationSpec) ProtoReflect 

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

func (*AnnotationSpec) Reset 

func (x *AnnotationSpec) Reset()

func (*AnnotationSpec) String 

func (x *AnnotationSpec) String() string

type AnnotationSpecSet 

type AnnotationSpecSet struct {

	// Output only. The AnnotationSpecSet resource name in the following format:
	//
	// "projects/<var>{project_id}</var>/annotationSpecSets/<var>{annotation_spec_set_id}</var>"
	Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"`
	// Required. The display name for AnnotationSpecSet that you define when you
	// create it. Maximum of 64 characters.
	DisplayName string `protobuf:"bytes,2,opt,name=display_name,json=displayName,proto3" json:"display_name,omitempty"`
	// Optional. User-provided description of the annotation specification set.
	// The description can be up to 10,000 characters long.
	Description string `protobuf:"bytes,3,opt,name=description,proto3" json:"description,omitempty"`
	// Required. The array of AnnotationSpecs that you define when you create the
	// AnnotationSpecSet. These are the possible labels for the labeling task.
	AnnotationSpecs []*AnnotationSpec `protobuf:"bytes,4,rep,name=annotation_specs,json=annotationSpecs,proto3" json:"annotation_specs,omitempty"`
	// Output only. The names of any related resources that are blocking changes
	// to the annotation spec set.
	BlockingResources []string `protobuf:"bytes,5,rep,name=blocking_resources,json=blockingResources,proto3" json:"blocking_resources,omitempty"`
	// contains filtered or unexported fields
}

An AnnotationSpecSet is a collection of label definitions. For example, in image classification tasks, you define a set of possible labels for images as an AnnotationSpecSet. An AnnotationSpecSet is immutable upon creation.

func (*AnnotationSpecSet) Descriptor deprecated 

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

Deprecated: Use AnnotationSpecSet.ProtoReflect.Descriptor instead.

func (*AnnotationSpecSet) GetAnnotationSpecs 

func (x *AnnotationSpecSet) GetAnnotationSpecs() []*AnnotationSpec

func (*AnnotationSpecSet) GetBlockingResources 

func (x *AnnotationSpecSet) GetBlockingResources() []string

func (*AnnotationSpecSet) GetDescription 

func (x *AnnotationSpecSet) GetDescription() string

func (*AnnotationSpecSet) GetDisplayName 

func (x *AnnotationSpecSet) GetDisplayName() string

func (*AnnotationSpecSet) GetName 

func (x *AnnotationSpecSet) GetName() string

func (*AnnotationSpecSet) ProtoMessage 

func (*AnnotationSpecSet) ProtoMessage()

func (*AnnotationSpecSet) ProtoReflect 

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

func (*AnnotationSpecSet) Reset 

func (x *AnnotationSpecSet) Reset()

func (*AnnotationSpecSet) String 

func (x *AnnotationSpecSet) String() string

type AnnotationType 

type AnnotationType int32
const (
	AnnotationType_ANNOTATION_TYPE_UNSPECIFIED AnnotationType = 0
	// Classification annotations in an image. Allowed for continuous evaluation.
	AnnotationType_IMAGE_CLASSIFICATION_ANNOTATION AnnotationType = 1
	// Bounding box annotations in an image. A form of image object detection.
	// Allowed for continuous evaluation.
	AnnotationType_IMAGE_BOUNDING_BOX_ANNOTATION AnnotationType = 2
	// Oriented bounding box. The box does not have to be parallel to horizontal
	// line.
	AnnotationType_IMAGE_ORIENTED_BOUNDING_BOX_ANNOTATION AnnotationType = 13
	// Bounding poly annotations in an image.
	AnnotationType_IMAGE_BOUNDING_POLY_ANNOTATION AnnotationType = 10
	// Polyline annotations in an image.
	AnnotationType_IMAGE_POLYLINE_ANNOTATION AnnotationType = 11
	// Segmentation annotations in an image.
	AnnotationType_IMAGE_SEGMENTATION_ANNOTATION AnnotationType = 12
	// Classification annotations in video shots.
	AnnotationType_VIDEO_SHOTS_CLASSIFICATION_ANNOTATION AnnotationType = 3
	// Video object tracking annotation.
	AnnotationType_VIDEO_OBJECT_TRACKING_ANNOTATION AnnotationType = 4
	// Video object detection annotation.
	AnnotationType_VIDEO_OBJECT_DETECTION_ANNOTATION AnnotationType = 5
	// Video event annotation.
	AnnotationType_VIDEO_EVENT_ANNOTATION AnnotationType = 6
	// Classification for text. Allowed for continuous evaluation.
	AnnotationType_TEXT_CLASSIFICATION_ANNOTATION AnnotationType = 8
	// Entity extraction for text.
	AnnotationType_TEXT_ENTITY_EXTRACTION_ANNOTATION AnnotationType = 9
	// General classification. Allowed for continuous evaluation.
	AnnotationType_GENERAL_CLASSIFICATION_ANNOTATION AnnotationType = 14
)

func (AnnotationType) Descriptor 

func (AnnotationType) Descriptor() protoreflect.EnumDescriptor

func (AnnotationType) Enum 

func (x AnnotationType) Enum() *AnnotationType

func (AnnotationType) EnumDescriptor deprecated 

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

Deprecated: Use AnnotationType.Descriptor instead.

func (AnnotationType) Number 

func (x AnnotationType) Number() protoreflect.EnumNumber

func (AnnotationType) String 

func (x AnnotationType) String() string

func (AnnotationType) Type 

func (AnnotationType) Type() protoreflect.EnumType

type AnnotationValue 

type AnnotationValue struct {

	// Types that are assignable to ValueType:
	//	*AnnotationValue_ImageClassificationAnnotation
	//	*AnnotationValue_ImageBoundingPolyAnnotation
	//	*AnnotationValue_ImagePolylineAnnotation
	//	*AnnotationValue_ImageSegmentationAnnotation
	//	*AnnotationValue_TextClassificationAnnotation
	//	*AnnotationValue_TextEntityExtractionAnnotation
	//	*AnnotationValue_VideoClassificationAnnotation
	//	*AnnotationValue_VideoObjectTrackingAnnotation
	//	*AnnotationValue_VideoEventAnnotation
	ValueType isAnnotationValue_ValueType `protobuf_oneof:"value_type"`
	// contains filtered or unexported fields
}

Annotation value for an example.

func (*AnnotationValue) Descriptor deprecated 

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

Deprecated: Use AnnotationValue.ProtoReflect.Descriptor instead.

func (*AnnotationValue) GetImageBoundingPolyAnnotation 

func (x *AnnotationValue) GetImageBoundingPolyAnnotation() *ImageBoundingPolyAnnotation

func (*AnnotationValue) GetImageClassificationAnnotation 

func (x *AnnotationValue) GetImageClassificationAnnotation() *ImageClassificationAnnotation

func (*AnnotationValue) GetImagePolylineAnnotation 

func (x *AnnotationValue) GetImagePolylineAnnotation() *ImagePolylineAnnotation

func (*AnnotationValue) GetImageSegmentationAnnotation 

func (x *AnnotationValue) GetImageSegmentationAnnotation() *ImageSegmentationAnnotation

func (*AnnotationValue) GetTextClassificationAnnotation 

func (x *AnnotationValue) GetTextClassificationAnnotation() *TextClassificationAnnotation

func (*AnnotationValue) GetTextEntityExtractionAnnotation 

func (x *AnnotationValue) GetTextEntityExtractionAnnotation() *TextEntityExtractionAnnotation

func (*AnnotationValue) GetValueType 

func (m *AnnotationValue) GetValueType() isAnnotationValue_ValueType

func (*AnnotationValue) GetVideoClassificationAnnotation 

func (x *AnnotationValue) GetVideoClassificationAnnotation() *VideoClassificationAnnotation

func (*AnnotationValue) GetVideoEventAnnotation 

func (x *AnnotationValue) GetVideoEventAnnotation() *VideoEventAnnotation

func (*AnnotationValue) GetVideoObjectTrackingAnnotation 

func (x *AnnotationValue) GetVideoObjectTrackingAnnotation() *VideoObjectTrackingAnnotation

func (*AnnotationValue) ProtoMessage 

func (*AnnotationValue) ProtoMessage()

func (*AnnotationValue) ProtoReflect 

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

func (*AnnotationValue) Reset 

func (x *AnnotationValue) Reset()

func (*AnnotationValue) String 

func (x *AnnotationValue) String() string

type AnnotationValue_ImageBoundingPolyAnnotation 

type AnnotationValue_ImageBoundingPolyAnnotation struct {
	// Annotation value for image bounding box, oriented bounding box
	// and polygon cases.
	ImageBoundingPolyAnnotation *ImageBoundingPolyAnnotation `protobuf:"bytes,2,opt,name=image_bounding_poly_annotation,json=imageBoundingPolyAnnotation,proto3,oneof"`
}

type AnnotationValue_ImageClassificationAnnotation 

type AnnotationValue_ImageClassificationAnnotation struct {
	// Annotation value for image classification case.
	ImageClassificationAnnotation *ImageClassificationAnnotation `protobuf:"bytes,1,opt,name=image_classification_annotation,json=imageClassificationAnnotation,proto3,oneof"`
}

type AnnotationValue_ImagePolylineAnnotation 

type AnnotationValue_ImagePolylineAnnotation struct {
	// Annotation value for image polyline cases.
	// Polyline here is different from BoundingPoly. It is formed by
	// line segments connected to each other but not closed form(Bounding Poly).
	// The line segments can cross each other.
	ImagePolylineAnnotation *ImagePolylineAnnotation `protobuf:"bytes,8,opt,name=image_polyline_annotation,json=imagePolylineAnnotation,proto3,oneof"`
}

type AnnotationValue_ImageSegmentationAnnotation 

type AnnotationValue_ImageSegmentationAnnotation struct {
	// Annotation value for image segmentation.
	ImageSegmentationAnnotation *ImageSegmentationAnnotation `protobuf:"bytes,9,opt,name=image_segmentation_annotation,json=imageSegmentationAnnotation,proto3,oneof"`
}

type AnnotationValue_TextClassificationAnnotation 

type AnnotationValue_TextClassificationAnnotation struct {
	// Annotation value for text classification case.
	TextClassificationAnnotation *TextClassificationAnnotation `protobuf:"bytes,3,opt,name=text_classification_annotation,json=textClassificationAnnotation,proto3,oneof"`
}

type AnnotationValue_TextEntityExtractionAnnotation 

type AnnotationValue_TextEntityExtractionAnnotation struct {
	// Annotation value for text entity extraction case.
	TextEntityExtractionAnnotation *TextEntityExtractionAnnotation `protobuf:"bytes,10,opt,name=text_entity_extraction_annotation,json=textEntityExtractionAnnotation,proto3,oneof"`
}

type AnnotationValue_VideoClassificationAnnotation 

type AnnotationValue_VideoClassificationAnnotation struct {
	// Annotation value for video classification case.
	VideoClassificationAnnotation *VideoClassificationAnnotation `protobuf:"bytes,4,opt,name=video_classification_annotation,json=videoClassificationAnnotation,proto3,oneof"`
}

type AnnotationValue_VideoEventAnnotation 

type AnnotationValue_VideoEventAnnotation struct {
	// Annotation value for video event case.
	VideoEventAnnotation *VideoEventAnnotation `protobuf:"bytes,6,opt,name=video_event_annotation,json=videoEventAnnotation,proto3,oneof"`
}

type AnnotationValue_VideoObjectTrackingAnnotation 

type AnnotationValue_VideoObjectTrackingAnnotation struct {
	// Annotation value for video object detection and tracking case.
	VideoObjectTrackingAnnotation *VideoObjectTrackingAnnotation `protobuf:"bytes,5,opt,name=video_object_tracking_annotation,json=videoObjectTrackingAnnotation,proto3,oneof"`
}

type Attempt 

type Attempt struct {
	AttemptTime *timestamppb.Timestamp `protobuf:"bytes,1,opt,name=attempt_time,json=attemptTime,proto3" json:"attempt_time,omitempty"`
	// Details of errors that occurred.
	PartialFailures []*status.Status `protobuf:"bytes,2,rep,name=partial_failures,json=partialFailures,proto3" json:"partial_failures,omitempty"`
	// contains filtered or unexported fields
}

Records a failed evaluation job run.

func (*Attempt) Descriptor deprecated 

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

Deprecated: Use Attempt.ProtoReflect.Descriptor instead.

func (*Attempt) GetAttemptTime 

func (x *Attempt) GetAttemptTime() *timestamppb.Timestamp

func (*Attempt) GetPartialFailures 

func (x *Attempt) GetPartialFailures() []*status.Status

func (*Attempt) ProtoMessage 

func (*Attempt) ProtoMessage()

func (*Attempt) ProtoReflect 

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

func (*Attempt) Reset 

func (x *Attempt) Reset()

func (*Attempt) String 

func (x *Attempt) String() string

type BigQuerySource 

type BigQuerySource struct {

	// Required. BigQuery URI to a table, up to 2,000 characters long. If you
	// specify the URI of a table that does not exist, Data Labeling Service
	// creates a table at the URI with the correct schema when you create your
	// [EvaluationJob][google.cloud.datalabeling.v1beta1.EvaluationJob]. If you specify the URI of a table that already exists,
	// it must have the
	// [correct
	// schema](/ml-engine/docs/continuous-evaluation/create-job#table-schema).
	//
	// Provide the table URI in the following format:
	//
	// "bq://<var>{your_project_id}</var>/<var>{your_dataset_name}</var>/<var>{your_table_name}</var>"
	//
	// [Learn
	// more](/ml-engine/docs/continuous-evaluation/create-job#table-schema).
	InputUri string `protobuf:"bytes,1,opt,name=input_uri,json=inputUri,proto3" json:"input_uri,omitempty"`
	// contains filtered or unexported fields
}

The BigQuery location for input data. If used in an EvaluationJob[google.cloud.datalabeling.v1beta1.EvaluationJob], this is where the service saves the prediction input and output sampled from the model version.

func (*BigQuerySource) Descriptor deprecated 

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

Deprecated: Use BigQuerySource.ProtoReflect.Descriptor instead.

func (*BigQuerySource) GetInputUri 

func (x *BigQuerySource) GetInputUri() string

func (*BigQuerySource) ProtoMessage 

func (*BigQuerySource) ProtoMessage()

func (*BigQuerySource) ProtoReflect 

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

func (*BigQuerySource) Reset 

func (x *BigQuerySource) Reset()

func (*BigQuerySource) String 

func (x *BigQuerySource) String() string

type BoundingBoxEvaluationOptions 

type BoundingBoxEvaluationOptions struct {

	// Minimum
	// [intersection-over-union
	//
	// (IOU)](/vision/automl/object-detection/docs/evaluate#intersection-over-union)
	// required for 2 bounding boxes to be considered a match. This must be a
	// number between 0 and 1.
	IouThreshold float32 `protobuf:"fixed32,1,opt,name=iou_threshold,json=iouThreshold,proto3" json:"iou_threshold,omitempty"`
	// contains filtered or unexported fields
}

Options regarding evaluation between bounding boxes.

func (*BoundingBoxEvaluationOptions) Descriptor deprecated 

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

Deprecated: Use BoundingBoxEvaluationOptions.ProtoReflect.Descriptor instead.

func (*BoundingBoxEvaluationOptions) GetIouThreshold 

func (x *BoundingBoxEvaluationOptions) GetIouThreshold() float32

func (*BoundingBoxEvaluationOptions) ProtoMessage 

func (*BoundingBoxEvaluationOptions) ProtoMessage()

func (*BoundingBoxEvaluationOptions) ProtoReflect 

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

func (*BoundingBoxEvaluationOptions) Reset 

func (x *BoundingBoxEvaluationOptions) Reset()

func (*BoundingBoxEvaluationOptions) String 

func (x *BoundingBoxEvaluationOptions) String() string

type BoundingPoly 

type BoundingPoly struct {

	// The bounding polygon vertices.
	Vertices []*Vertex `protobuf:"bytes,1,rep,name=vertices,proto3" json:"vertices,omitempty"`
	// contains filtered or unexported fields
}

A bounding polygon in the image.

func (*BoundingPoly) Descriptor deprecated 

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

Deprecated: Use BoundingPoly.ProtoReflect.Descriptor instead.

func (*BoundingPoly) GetVertices 

func (x *BoundingPoly) GetVertices() []*Vertex

func (*BoundingPoly) ProtoMessage 

func (*BoundingPoly) ProtoMessage()

func (*BoundingPoly) ProtoReflect 

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

func (*BoundingPoly) Reset 

func (x *BoundingPoly) Reset()

func (*BoundingPoly) String 

func (x *BoundingPoly) String() string

type BoundingPolyConfig 

type BoundingPolyConfig struct {

	// Required. Annotation spec set resource name.
	AnnotationSpecSet string `protobuf:"bytes,1,opt,name=annotation_spec_set,json=annotationSpecSet,proto3" json:"annotation_spec_set,omitempty"`
	// Optional. Instruction message showed on contributors UI.
	InstructionMessage string `protobuf:"bytes,2,opt,name=instruction_message,json=instructionMessage,proto3" json:"instruction_message,omitempty"`
	// contains filtered or unexported fields
}

Config for image bounding poly (and bounding box) human labeling task.

func (*BoundingPolyConfig) Descriptor deprecated 

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

Deprecated: Use BoundingPolyConfig.ProtoReflect.Descriptor instead.

func (*BoundingPolyConfig) GetAnnotationSpecSet 

func (x *BoundingPolyConfig) GetAnnotationSpecSet() string

func (*BoundingPolyConfig) GetInstructionMessage 

func (x *BoundingPolyConfig) GetInstructionMessage() string

func (*BoundingPolyConfig) ProtoMessage 

func (*BoundingPolyConfig) ProtoMessage()

func (*BoundingPolyConfig) ProtoReflect 

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

func (*BoundingPolyConfig) Reset 

func (x *BoundingPolyConfig) Reset()

func (*BoundingPolyConfig) String 

func (x *BoundingPolyConfig) String() string

type ClassificationMetadata 

type ClassificationMetadata struct {

	// Whether the classification task is multi-label or not.
	IsMultiLabel bool `protobuf:"varint,1,opt,name=is_multi_label,json=isMultiLabel,proto3" json:"is_multi_label,omitempty"`
	// contains filtered or unexported fields
}

Metadata for classification annotations.

func (*ClassificationMetadata) Descriptor deprecated 

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

Deprecated: Use ClassificationMetadata.ProtoReflect.Descriptor instead.

func (*ClassificationMetadata) GetIsMultiLabel 

func (x *ClassificationMetadata) GetIsMultiLabel() bool

func (*ClassificationMetadata) ProtoMessage 

func (*ClassificationMetadata) ProtoMessage()

func (*ClassificationMetadata) ProtoReflect 

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

func (*ClassificationMetadata) Reset 

func (x *ClassificationMetadata) Reset()

func (*ClassificationMetadata) String 

func (x *ClassificationMetadata) String() string

type ClassificationMetrics 

type ClassificationMetrics struct {

	// Precision-recall curve based on ground truth labels, predicted labels, and
	// scores for the predicted labels.
	PrCurve *PrCurve `protobuf:"bytes,1,opt,name=pr_curve,json=prCurve,proto3" json:"pr_curve,omitempty"`
	// Confusion matrix of predicted labels vs. ground truth labels.
	ConfusionMatrix *ConfusionMatrix `protobuf:"bytes,2,opt,name=confusion_matrix,json=confusionMatrix,proto3" json:"confusion_matrix,omitempty"`
	// contains filtered or unexported fields
}

Metrics calculated for a classification model.

func (*ClassificationMetrics) Descriptor deprecated 

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

Deprecated: Use ClassificationMetrics.ProtoReflect.Descriptor instead.

func (*ClassificationMetrics) GetConfusionMatrix 

func (x *ClassificationMetrics) GetConfusionMatrix() *ConfusionMatrix

func (*ClassificationMetrics) GetPrCurve 

func (x *ClassificationMetrics) GetPrCurve() *PrCurve

func (*ClassificationMetrics) ProtoMessage 

func (*ClassificationMetrics) ProtoMessage()

func (*ClassificationMetrics) ProtoReflect 

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

func (*ClassificationMetrics) Reset 

func (x *ClassificationMetrics) Reset()

func (*ClassificationMetrics) String 

func (x *ClassificationMetrics) String() string

type ConfusionMatrix 

type ConfusionMatrix struct {
	Row []*ConfusionMatrix_Row `protobuf:"bytes,1,rep,name=row,proto3" json:"row,omitempty"`
	// contains filtered or unexported fields
}

Confusion matrix of the model running the classification. Only applicable when the metrics entry aggregates multiple labels. Not applicable when the entry is for a single label.

func (*ConfusionMatrix) Descriptor deprecated 

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

Deprecated: Use ConfusionMatrix.ProtoReflect.Descriptor instead.

func (*ConfusionMatrix) GetRow 

func (x *ConfusionMatrix) GetRow() []*ConfusionMatrix_Row

func (*ConfusionMatrix) ProtoMessage 

func (*ConfusionMatrix) ProtoMessage()

func (*ConfusionMatrix) ProtoReflect 

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

func (*ConfusionMatrix) Reset 

func (x *ConfusionMatrix) Reset()

func (*ConfusionMatrix) String 

func (x *ConfusionMatrix) String() string

type ConfusionMatrix_ConfusionMatrixEntry 

type ConfusionMatrix_ConfusionMatrixEntry struct {

	// The annotation spec of a predicted label.
	AnnotationSpec *AnnotationSpec `protobuf:"bytes,1,opt,name=annotation_spec,json=annotationSpec,proto3" json:"annotation_spec,omitempty"`
	// Number of items predicted to have this label. (The ground truth label for
	// these items is the `Row.annotationSpec` of this entry's parent.)
	ItemCount int32 `protobuf:"varint,2,opt,name=item_count,json=itemCount,proto3" json:"item_count,omitempty"`
	// contains filtered or unexported fields
}

func (*ConfusionMatrix_ConfusionMatrixEntry) Descriptor deprecated 

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

Deprecated: Use ConfusionMatrix_ConfusionMatrixEntry.ProtoReflect.Descriptor instead.

func (*ConfusionMatrix_ConfusionMatrixEntry) GetAnnotationSpec 

func (x *ConfusionMatrix_ConfusionMatrixEntry) GetAnnotationSpec() *AnnotationSpec

func (*ConfusionMatrix_ConfusionMatrixEntry) GetItemCount 

func (x *ConfusionMatrix_ConfusionMatrixEntry) GetItemCount() int32

func (*ConfusionMatrix_ConfusionMatrixEntry) ProtoMessage 

func (*ConfusionMatrix_ConfusionMatrixEntry) ProtoMessage()

func (*ConfusionMatrix_ConfusionMatrixEntry) ProtoReflect 

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

func (*ConfusionMatrix_ConfusionMatrixEntry) Reset 

func (x *ConfusionMatrix_ConfusionMatrixEntry) Reset()

func (*ConfusionMatrix_ConfusionMatrixEntry) String 

func (x *ConfusionMatrix_ConfusionMatrixEntry) String() string

type ConfusionMatrix_Row 

type ConfusionMatrix_Row struct {

	// The annotation spec of the ground truth label for this row.
	AnnotationSpec *AnnotationSpec `protobuf:"bytes,1,opt,name=annotation_spec,json=annotationSpec,proto3" json:"annotation_spec,omitempty"`
	// A list of the confusion matrix entries. One entry for each possible
	// predicted label.
	Entries []*ConfusionMatrix_ConfusionMatrixEntry `protobuf:"bytes,2,rep,name=entries,proto3" json:"entries,omitempty"`
	// contains filtered or unexported fields
}

A row in the confusion matrix. Each entry in this row has the same ground truth label.

func (*ConfusionMatrix_Row) Descriptor deprecated 

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

Deprecated: Use ConfusionMatrix_Row.ProtoReflect.Descriptor instead.

func (*ConfusionMatrix_Row) GetAnnotationSpec 

func (x *ConfusionMatrix_Row) GetAnnotationSpec() *AnnotationSpec

func (*ConfusionMatrix_Row) GetEntries 

func (x *ConfusionMatrix_Row) GetEntries() []*ConfusionMatrix_ConfusionMatrixEntry

func (*ConfusionMatrix_Row) ProtoMessage 

func (*ConfusionMatrix_Row) ProtoMessage()

func (*ConfusionMatrix_Row) ProtoReflect 

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

func (*ConfusionMatrix_Row) Reset 

func (x *ConfusionMatrix_Row) Reset()

func (*ConfusionMatrix_Row) String 

func (x *ConfusionMatrix_Row) String() string

type CreateAnnotationSpecSetRequest 

type CreateAnnotationSpecSetRequest struct {

	// Required. AnnotationSpecSet resource parent, format:
	// projects/{project_id}
	Parent string `protobuf:"bytes,1,opt,name=parent,proto3" json:"parent,omitempty"`
	// Required. Annotation spec set to create. Annotation specs must be included.
	// Only one annotation spec will be accepted for annotation specs with same
	// display_name.
	AnnotationSpecSet *AnnotationSpecSet `protobuf:"bytes,2,opt,name=annotation_spec_set,json=annotationSpecSet,proto3" json:"annotation_spec_set,omitempty"`
	// contains filtered or unexported fields
}

Request message for CreateAnnotationSpecSet.

func (*CreateAnnotationSpecSetRequest) Descriptor deprecated 

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

Deprecated: Use CreateAnnotationSpecSetRequest.ProtoReflect.Descriptor instead.

func (*CreateAnnotationSpecSetRequest) GetAnnotationSpecSet 

func (x *CreateAnnotationSpecSetRequest) GetAnnotationSpecSet() *AnnotationSpecSet

func (*CreateAnnotationSpecSetRequest) GetParent 

func (x *CreateAnnotationSpecSetRequest) GetParent() string

func (*CreateAnnotationSpecSetRequest) ProtoMessage 

func (*CreateAnnotationSpecSetRequest) ProtoMessage()

func (*CreateAnnotationSpecSetRequest) ProtoReflect 

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

func (*CreateAnnotationSpecSetRequest) Reset 

func (x *CreateAnnotationSpecSetRequest) Reset()

func (*CreateAnnotationSpecSetRequest) String 

func (x *CreateAnnotationSpecSetRequest) String() string

type CreateDatasetRequest 

type CreateDatasetRequest struct {

	// Required. Dataset resource parent, format:
	// projects/{project_id}
	Parent string `protobuf:"bytes,1,opt,name=parent,proto3" json:"parent,omitempty"`
	// Required. The dataset to be created.
	Dataset *Dataset `protobuf:"bytes,2,opt,name=dataset,proto3" json:"dataset,omitempty"`
	// contains filtered or unexported fields
}

Request message for CreateDataset.

func (*CreateDatasetRequest) Descriptor deprecated 

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

Deprecated: Use CreateDatasetRequest.ProtoReflect.Descriptor instead.

func (*CreateDatasetRequest) GetDataset 

func (x *CreateDatasetRequest) GetDataset() *Dataset

func (*CreateDatasetRequest) GetParent 

func (x *CreateDatasetRequest) GetParent() string

func (*CreateDatasetRequest) ProtoMessage 

func (*CreateDatasetRequest) ProtoMessage()

func (*CreateDatasetRequest) ProtoReflect 

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

func (*CreateDatasetRequest) Reset 

func (x *CreateDatasetRequest) Reset()

func (*CreateDatasetRequest) String 

func (x *CreateDatasetRequest) String() string

type CreateEvaluationJobRequest 

type CreateEvaluationJobRequest struct {

	// Required. Evaluation job resource parent. Format:
	// "projects/<var>{project_id}</var>"
	Parent string `protobuf:"bytes,1,opt,name=parent,proto3" json:"parent,omitempty"`
	// Required. The evaluation job to create.
	Job *EvaluationJob `protobuf:"bytes,2,opt,name=job,proto3" json:"job,omitempty"`
	// contains filtered or unexported fields
}

Request message for CreateEvaluationJob.

func (*CreateEvaluationJobRequest) Descriptor deprecated 

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

Deprecated: Use CreateEvaluationJobRequest.ProtoReflect.Descriptor instead.

func (*CreateEvaluationJobRequest) GetJob 

func (x *CreateEvaluationJobRequest) GetJob() *EvaluationJob

func (*CreateEvaluationJobRequest) GetParent 

func (x *CreateEvaluationJobRequest) GetParent() string

func (*CreateEvaluationJobRequest) ProtoMessage 

func (*CreateEvaluationJobRequest) ProtoMessage()

func (*CreateEvaluationJobRequest) ProtoReflect 

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

func (*CreateEvaluationJobRequest) Reset 

func (x *CreateEvaluationJobRequest) Reset()

func (*CreateEvaluationJobRequest) String 

func (x *CreateEvaluationJobRequest) String() string

type CreateInstructionMetadata 

type CreateInstructionMetadata struct {

	// The name of the created Instruction.
	// projects/{project_id}/instructions/{instruction_id}
	Instruction string `protobuf:"bytes,1,opt,name=instruction,proto3" json:"instruction,omitempty"`
	// Partial failures encountered.
	// E.g. single files that couldn't be read.
	// Status details field will contain standard GCP error details.
	PartialFailures []*status.Status `protobuf:"bytes,2,rep,name=partial_failures,json=partialFailures,proto3" json:"partial_failures,omitempty"`
	// Timestamp when create instruction request was created.
	CreateTime *timestamppb.Timestamp `protobuf:"bytes,3,opt,name=create_time,json=createTime,proto3" json:"create_time,omitempty"`
	// contains filtered or unexported fields
}

Metadata of a CreateInstruction operation.

func (*CreateInstructionMetadata) Descriptor deprecated 

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

Deprecated: Use CreateInstructionMetadata.ProtoReflect.Descriptor instead.

func (*CreateInstructionMetadata) GetCreateTime 

func (x *CreateInstructionMetadata) GetCreateTime() *timestamppb.Timestamp

func (*CreateInstructionMetadata) GetInstruction 

func (x *CreateInstructionMetadata) GetInstruction() string

func (*CreateInstructionMetadata) GetPartialFailures 

func (x *CreateInstructionMetadata) GetPartialFailures() []*status.Status

func (*CreateInstructionMetadata) ProtoMessage 

func (*CreateInstructionMetadata) ProtoMessage()

func (*CreateInstructionMetadata) ProtoReflect 

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

func (*CreateInstructionMetadata) Reset 

func (x *CreateInstructionMetadata) Reset()

func (*CreateInstructionMetadata) String 

func (x *CreateInstructionMetadata) String() string

type CreateInstructionRequest 

type CreateInstructionRequest struct {

	// Required. Instruction resource parent, format:
	// projects/{project_id}
	Parent string `protobuf:"bytes,1,opt,name=parent,proto3" json:"parent,omitempty"`
	// Required. Instruction of how to perform the labeling task.
	Instruction *Instruction `protobuf:"bytes,2,opt,name=instruction,proto3" json:"instruction,omitempty"`
	// contains filtered or unexported fields
}

Request message for CreateInstruction.

func (*CreateInstructionRequest) Descriptor deprecated 

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

Deprecated: Use CreateInstructionRequest.ProtoReflect.Descriptor instead.

func (*CreateInstructionRequest) GetInstruction 

func (x *CreateInstructionRequest) GetInstruction() *Instruction

func (*CreateInstructionRequest) GetParent 

func (x *CreateInstructionRequest) GetParent() string

func (*CreateInstructionRequest) ProtoMessage 

func (*CreateInstructionRequest) ProtoMessage()

func (*CreateInstructionRequest) ProtoReflect 

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

func (*CreateInstructionRequest) Reset 

func (x *CreateInstructionRequest) Reset()

func (*CreateInstructionRequest) String 

func (x *CreateInstructionRequest) String() string

type CsvInstruction deprecated 

type CsvInstruction struct {

	// CSV file for the instruction. Only gcs path is allowed.
	GcsFileUri string `protobuf:"bytes,1,opt,name=gcs_file_uri,json=gcsFileUri,proto3" json:"gcs_file_uri,omitempty"`
	// contains filtered or unexported fields
}

Deprecated: this instruction format is not supported any more. Instruction from a CSV file.

func (*CsvInstruction) Descriptor deprecated 

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

Deprecated: Use CsvInstruction.ProtoReflect.Descriptor instead.

func (*CsvInstruction) GetGcsFileUri 

func (x *CsvInstruction) GetGcsFileUri() string

func (*CsvInstruction) ProtoMessage 

func (*CsvInstruction) ProtoMessage()

func (*CsvInstruction) ProtoReflect 

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

func (*CsvInstruction) Reset 

func (x *CsvInstruction) Reset()

func (*CsvInstruction) String 

func (x *CsvInstruction) String() string

type DataItem 

type DataItem struct {

	// Output only.
	//
	// Types that are assignable to Payload:
	//	*DataItem_ImagePayload
	//	*DataItem_TextPayload
	//	*DataItem_VideoPayload
	Payload isDataItem_Payload `protobuf_oneof:"payload"`
	// Output only. Name of the data item, in format of:
	// projects/{project_id}/datasets/{dataset_id}/dataItems/{data_item_id}
	Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"`
	// contains filtered or unexported fields
}

DataItem is a piece of data, without annotation. For example, an image.

func (*DataItem) Descriptor deprecated 

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

Deprecated: Use DataItem.ProtoReflect.Descriptor instead.

func (*DataItem) GetImagePayload 

func (x *DataItem) GetImagePayload() *ImagePayload

func (*DataItem) GetName 

func (x *DataItem) GetName() string

func (*DataItem) GetPayload 

func (m *DataItem) GetPayload() isDataItem_Payload

func (*DataItem) GetTextPayload 

func (x *DataItem) GetTextPayload() *TextPayload

func (*DataItem) GetVideoPayload 

func (x *DataItem) GetVideoPayload() *VideoPayload

func (*DataItem) ProtoMessage 

func (*DataItem) ProtoMessage()

func (*DataItem) ProtoReflect 

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

func (*DataItem) Reset 

func (x *DataItem) Reset()

func (*DataItem) String 

func (x *DataItem) String() string

type DataItem_ImagePayload 

type DataItem_ImagePayload struct {
	// The image payload, a container of the image bytes/uri.
	ImagePayload *ImagePayload `protobuf:"bytes,2,opt,name=image_payload,json=imagePayload,proto3,oneof"`
}

type DataItem_TextPayload 

type DataItem_TextPayload struct {
	// The text payload, a container of text content.
	TextPayload *TextPayload `protobuf:"bytes,3,opt,name=text_payload,json=textPayload,proto3,oneof"`
}

type DataItem_VideoPayload 

type DataItem_VideoPayload struct {
	// The video payload, a container of the video uri.
	VideoPayload *VideoPayload `protobuf:"bytes,4,opt,name=video_payload,json=videoPayload,proto3,oneof"`
}

type DataLabelingServiceClient 

type DataLabelingServiceClient interface {
	// Creates dataset. If success return a Dataset resource.
	CreateDataset(ctx context.Context, in *CreateDatasetRequest, opts ...grpc.CallOption) (*Dataset, error)
	// Gets dataset by resource name.
	GetDataset(ctx context.Context, in *GetDatasetRequest, opts ...grpc.CallOption) (*Dataset, error)
	// Lists datasets under a project. Pagination is supported.
	ListDatasets(ctx context.Context, in *ListDatasetsRequest, opts ...grpc.CallOption) (*ListDatasetsResponse, error)
	// Deletes a dataset by resource name.
	DeleteDataset(ctx context.Context, in *DeleteDatasetRequest, opts ...grpc.CallOption) (*emptypb.Empty, error)
	// Imports data into dataset based on source locations defined in request.
	// It can be called multiple times for the same dataset. Each dataset can
	// only have one long running operation running on it. For example, no
	// labeling task (also long running operation) can be started while
	// importing is still ongoing. Vice versa.
	ImportData(ctx context.Context, in *ImportDataRequest, opts ...grpc.CallOption) (*longrunning.Operation, error)
	// Exports data and annotations from dataset.
	ExportData(ctx context.Context, in *ExportDataRequest, opts ...grpc.CallOption) (*longrunning.Operation, error)
	// Gets a data item in a dataset by resource name. This API can be
	// called after data are imported into dataset.
	GetDataItem(ctx context.Context, in *GetDataItemRequest, opts ...grpc.CallOption) (*DataItem, error)
	// Lists data items in a dataset. This API can be called after data
	// are imported into dataset. Pagination is supported.
	ListDataItems(ctx context.Context, in *ListDataItemsRequest, opts ...grpc.CallOption) (*ListDataItemsResponse, error)
	// Gets an annotated dataset by resource name.
	GetAnnotatedDataset(ctx context.Context, in *GetAnnotatedDatasetRequest, opts ...grpc.CallOption) (*AnnotatedDataset, error)
	// Lists annotated datasets for a dataset. Pagination is supported.
	ListAnnotatedDatasets(ctx context.Context, in *ListAnnotatedDatasetsRequest, opts ...grpc.CallOption) (*ListAnnotatedDatasetsResponse, error)
	// Deletes an annotated dataset by resource name.
	DeleteAnnotatedDataset(ctx context.Context, in *DeleteAnnotatedDatasetRequest, opts ...grpc.CallOption) (*emptypb.Empty, error)
	// Starts a labeling task for image. The type of image labeling task is
	// configured by feature in the request.
	LabelImage(ctx context.Context, in *LabelImageRequest, opts ...grpc.CallOption) (*longrunning.Operation, error)
	// Starts a labeling task for video. The type of video labeling task is
	// configured by feature in the request.
	LabelVideo(ctx context.Context, in *LabelVideoRequest, opts ...grpc.CallOption) (*longrunning.Operation, error)
	// Starts a labeling task for text. The type of text labeling task is
	// configured by feature in the request.
	LabelText(ctx context.Context, in *LabelTextRequest, opts ...grpc.CallOption) (*longrunning.Operation, error)
	// Gets an example by resource name, including both data and annotation.
	GetExample(ctx context.Context, in *GetExampleRequest, opts ...grpc.CallOption) (*Example, error)
	// Lists examples in an annotated dataset. Pagination is supported.
	ListExamples(ctx context.Context, in *ListExamplesRequest, opts ...grpc.CallOption) (*ListExamplesResponse, error)
	// Creates an annotation spec set by providing a set of labels.
	CreateAnnotationSpecSet(ctx context.Context, in *CreateAnnotationSpecSetRequest, opts ...grpc.CallOption) (*AnnotationSpecSet, error)
	// Gets an annotation spec set by resource name.
	GetAnnotationSpecSet(ctx context.Context, in *GetAnnotationSpecSetRequest, opts ...grpc.CallOption) (*AnnotationSpecSet, error)
	// Lists annotation spec sets for a project. Pagination is supported.
	ListAnnotationSpecSets(ctx context.Context, in *ListAnnotationSpecSetsRequest, opts ...grpc.CallOption) (*ListAnnotationSpecSetsResponse, error)
	// Deletes an annotation spec set by resource name.
	DeleteAnnotationSpecSet(ctx context.Context, in *DeleteAnnotationSpecSetRequest, opts ...grpc.CallOption) (*emptypb.Empty, error)
	// Creates an instruction for how data should be labeled.
	CreateInstruction(ctx context.Context, in *CreateInstructionRequest, opts ...grpc.CallOption) (*longrunning.Operation, error)
	// Gets an instruction by resource name.
	GetInstruction(ctx context.Context, in *GetInstructionRequest, opts ...grpc.CallOption) (*Instruction, error)
	// Lists instructions for a project. Pagination is supported.
	ListInstructions(ctx context.Context, in *ListInstructionsRequest, opts ...grpc.CallOption) (*ListInstructionsResponse, error)
	// Deletes an instruction object by resource name.
	DeleteInstruction(ctx context.Context, in *DeleteInstructionRequest, opts ...grpc.CallOption) (*emptypb.Empty, error)
	// Gets an evaluation by resource name (to search, use
	// [projects.evaluations.search][google.cloud.datalabeling.v1beta1.DataLabelingService.SearchEvaluations]).
	GetEvaluation(ctx context.Context, in *GetEvaluationRequest, opts ...grpc.CallOption) (*Evaluation, error)
	// Searches [evaluations][google.cloud.datalabeling.v1beta1.Evaluation] within a project.
	SearchEvaluations(ctx context.Context, in *SearchEvaluationsRequest, opts ...grpc.CallOption) (*SearchEvaluationsResponse, error)
	// Searches example comparisons from an evaluation. The return format is a
	// list of example comparisons that show ground truth and prediction(s) for
	// a single input. Search by providing an evaluation ID.
	SearchExampleComparisons(ctx context.Context, in *SearchExampleComparisonsRequest, opts ...grpc.CallOption) (*SearchExampleComparisonsResponse, error)
	// Creates an evaluation job.
	CreateEvaluationJob(ctx context.Context, in *CreateEvaluationJobRequest, opts ...grpc.CallOption) (*EvaluationJob, error)
	// Updates an evaluation job. You can only update certain fields of the job's
	// [EvaluationJobConfig][google.cloud.datalabeling.v1beta1.EvaluationJobConfig]: `humanAnnotationConfig.instruction`,
	// `exampleCount`, and `exampleSamplePercentage`.
	//
	// If you want to change any other aspect of the evaluation job, you must
	// delete the job and create a new one.
	UpdateEvaluationJob(ctx context.Context, in *UpdateEvaluationJobRequest, opts ...grpc.CallOption) (*EvaluationJob, error)
	// Gets an evaluation job by resource name.
	GetEvaluationJob(ctx context.Context, in *GetEvaluationJobRequest, opts ...grpc.CallOption) (*EvaluationJob, error)
	// Pauses an evaluation job. Pausing an evaluation job that is already in a
	// `PAUSED` state is a no-op.
	PauseEvaluationJob(ctx context.Context, in *PauseEvaluationJobRequest, opts ...grpc.CallOption) (*emptypb.Empty, error)
	// Resumes a paused evaluation job. A deleted evaluation job can't be resumed.
	// Resuming a running or scheduled evaluation job is a no-op.
	ResumeEvaluationJob(ctx context.Context, in *ResumeEvaluationJobRequest, opts ...grpc.CallOption) (*emptypb.Empty, error)
	// Stops and deletes an evaluation job.
	DeleteEvaluationJob(ctx context.Context, in *DeleteEvaluationJobRequest, opts ...grpc.CallOption) (*emptypb.Empty, error)
	// Lists all evaluation jobs within a project with possible filters.
	// Pagination is supported.
	ListEvaluationJobs(ctx context.Context, in *ListEvaluationJobsRequest, opts ...grpc.CallOption) (*ListEvaluationJobsResponse, error)
}

DataLabelingServiceClient is the client API for DataLabelingService service.

For semantics around ctx use and closing/ending streaming RPCs, please refer to https://godoc.org/google.golang.org/grpc#ClientConn.NewStream.

func NewDataLabelingServiceClient 

func NewDataLabelingServiceClient(cc grpc.ClientConnInterface) DataLabelingServiceClient

type DataLabelingServiceServer 

type DataLabelingServiceServer interface {
	// Creates dataset. If success return a Dataset resource.
	CreateDataset(context.Context, *CreateDatasetRequest) (*Dataset, error)
	// Gets dataset by resource name.
	GetDataset(context.Context, *GetDatasetRequest) (*Dataset, error)
	// Lists datasets under a project. Pagination is supported.
	ListDatasets(context.Context, *ListDatasetsRequest) (*ListDatasetsResponse, error)
	// Deletes a dataset by resource name.
	DeleteDataset(context.Context, *DeleteDatasetRequest) (*emptypb.Empty, error)
	// Imports data into dataset based on source locations defined in request.
	// It can be called multiple times for the same dataset. Each dataset can
	// only have one long running operation running on it. For example, no
	// labeling task (also long running operation) can be started while
	// importing is still ongoing. Vice versa.
	ImportData(context.Context, *ImportDataRequest) (*longrunning.Operation, error)
	// Exports data and annotations from dataset.
	ExportData(context.Context, *ExportDataRequest) (*longrunning.Operation, error)
	// Gets a data item in a dataset by resource name. This API can be
	// called after data are imported into dataset.
	GetDataItem(context.Context, *GetDataItemRequest) (*DataItem, error)
	// Lists data items in a dataset. This API can be called after data
	// are imported into dataset. Pagination is supported.
	ListDataItems(context.Context, *ListDataItemsRequest) (*ListDataItemsResponse, error)
	// Gets an annotated dataset by resource name.
	GetAnnotatedDataset(context.Context, *GetAnnotatedDatasetRequest) (*AnnotatedDataset, error)
	// Lists annotated datasets for a dataset. Pagination is supported.
	ListAnnotatedDatasets(context.Context, *ListAnnotatedDatasetsRequest) (*ListAnnotatedDatasetsResponse, error)
	// Deletes an annotated dataset by resource name.
	DeleteAnnotatedDataset(context.Context, *DeleteAnnotatedDatasetRequest) (*emptypb.Empty, error)
	// Starts a labeling task for image. The type of image labeling task is
	// configured by feature in the request.
	LabelImage(context.Context, *LabelImageRequest) (*longrunning.Operation, error)
	// Starts a labeling task for video. The type of video labeling task is
	// configured by feature in the request.
	LabelVideo(context.Context, *LabelVideoRequest) (*longrunning.Operation, error)
	// Starts a labeling task for text. The type of text labeling task is
	// configured by feature in the request.
	LabelText(context.Context, *LabelTextRequest) (*longrunning.Operation, error)
	// Gets an example by resource name, including both data and annotation.
	GetExample(context.Context, *GetExampleRequest) (*Example, error)
	// Lists examples in an annotated dataset. Pagination is supported.
	ListExamples(context.Context, *ListExamplesRequest) (*ListExamplesResponse, error)
	// Creates an annotation spec set by providing a set of labels.
	CreateAnnotationSpecSet(context.Context, *CreateAnnotationSpecSetRequest) (*AnnotationSpecSet, error)
	// Gets an annotation spec set by resource name.
	GetAnnotationSpecSet(context.Context, *GetAnnotationSpecSetRequest) (*AnnotationSpecSet, error)
	// Lists annotation spec sets for a project. Pagination is supported.
	ListAnnotationSpecSets(context.Context, *ListAnnotationSpecSetsRequest) (*ListAnnotationSpecSetsResponse, error)
	// Deletes an annotation spec set by resource name.
	DeleteAnnotationSpecSet(context.Context, *DeleteAnnotationSpecSetRequest) (*emptypb.Empty, error)
	// Creates an instruction for how data should be labeled.
	CreateInstruction(context.Context, *CreateInstructionRequest) (*longrunning.Operation, error)
	// Gets an instruction by resource name.
	GetInstruction(context.Context, *GetInstructionRequest) (*Instruction, error)
	// Lists instructions for a project. Pagination is supported.
	ListInstructions(context.Context, *ListInstructionsRequest) (*ListInstructionsResponse, error)
	// Deletes an instruction object by resource name.
	DeleteInstruction(context.Context, *DeleteInstructionRequest) (*emptypb.Empty, error)
	// Gets an evaluation by resource name (to search, use
	// [projects.evaluations.search][google.cloud.datalabeling.v1beta1.DataLabelingService.SearchEvaluations]).
	GetEvaluation(context.Context, *GetEvaluationRequest) (*Evaluation, error)
	// Searches [evaluations][google.cloud.datalabeling.v1beta1.Evaluation] within a project.
	SearchEvaluations(context.Context, *SearchEvaluationsRequest) (*SearchEvaluationsResponse, error)
	// Searches example comparisons from an evaluation. The return format is a
	// list of example comparisons that show ground truth and prediction(s) for
	// a single input. Search by providing an evaluation ID.
	SearchExampleComparisons(context.Context, *SearchExampleComparisonsRequest) (*SearchExampleComparisonsResponse, error)
	// Creates an evaluation job.
	CreateEvaluationJob(context.Context, *CreateEvaluationJobRequest) (*EvaluationJob, error)
	// Updates an evaluation job. You can only update certain fields of the job's
	// [EvaluationJobConfig][google.cloud.datalabeling.v1beta1.EvaluationJobConfig]: `humanAnnotationConfig.instruction`,
	// `exampleCount`, and `exampleSamplePercentage`.
	//
	// If you want to change any other aspect of the evaluation job, you must
	// delete the job and create a new one.
	UpdateEvaluationJob(context.Context, *UpdateEvaluationJobRequest) (*EvaluationJob, error)
	// Gets an evaluation job by resource name.
	GetEvaluationJob(context.Context, *GetEvaluationJobRequest) (*EvaluationJob, error)
	// Pauses an evaluation job. Pausing an evaluation job that is already in a
	// `PAUSED` state is a no-op.
	PauseEvaluationJob(context.Context, *PauseEvaluationJobRequest) (*emptypb.Empty, error)
	// Resumes a paused evaluation job. A deleted evaluation job can't be resumed.
	// Resuming a running or scheduled evaluation job is a no-op.
	ResumeEvaluationJob(context.Context, *ResumeEvaluationJobRequest) (*emptypb.Empty, error)
	// Stops and deletes an evaluation job.
	DeleteEvaluationJob(context.Context, *DeleteEvaluationJobRequest) (*emptypb.Empty, error)
	// Lists all evaluation jobs within a project with possible filters.
	// Pagination is supported.
	ListEvaluationJobs(context.Context, *ListEvaluationJobsRequest) (*ListEvaluationJobsResponse, error)
}

DataLabelingServiceServer is the server API for DataLabelingService service.

type DataType 

type DataType int32
const (
	DataType_DATA_TYPE_UNSPECIFIED DataType = 0
	// Allowed for continuous evaluation.
	DataType_IMAGE DataType = 1
	DataType_VIDEO DataType = 2
	// Allowed for continuous evaluation.
	DataType_TEXT DataType = 4
	// Allowed for continuous evaluation.
	DataType_GENERAL_DATA DataType = 6
)

func (DataType) Descriptor 

func (DataType) Descriptor() protoreflect.EnumDescriptor

func (DataType) Enum 

func (x DataType) Enum() *DataType

func (DataType) EnumDescriptor deprecated 

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

Deprecated: Use DataType.Descriptor instead.

func (DataType) Number 

func (x DataType) Number() protoreflect.EnumNumber

func (DataType) String 

func (x DataType) String() string

func (DataType) Type 

func (DataType) Type() protoreflect.EnumType

type Dataset 

type Dataset struct {

	// Output only. Dataset resource name, format is:
	// projects/{project_id}/datasets/{dataset_id}
	Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"`
	// Required. The display name of the dataset. Maximum of 64 characters.
	DisplayName string `protobuf:"bytes,2,opt,name=display_name,json=displayName,proto3" json:"display_name,omitempty"`
	// Optional. User-provided description of the annotation specification set.
	// The description can be up to 10000 characters long.
	Description string `protobuf:"bytes,3,opt,name=description,proto3" json:"description,omitempty"`
	// Output only. Time the dataset is created.
	CreateTime *timestamppb.Timestamp `protobuf:"bytes,4,opt,name=create_time,json=createTime,proto3" json:"create_time,omitempty"`
	// Output only. This is populated with the original input configs
	// where ImportData is called. It is available only after the clients
	// import data to this dataset.
	InputConfigs []*InputConfig `protobuf:"bytes,5,rep,name=input_configs,json=inputConfigs,proto3" json:"input_configs,omitempty"`
	// Output only. The names of any related resources that are blocking changes
	// to the dataset.
	BlockingResources []string `protobuf:"bytes,6,rep,name=blocking_resources,json=blockingResources,proto3" json:"blocking_resources,omitempty"`
	// Output only. The number of data items in the dataset.
	DataItemCount int64 `protobuf:"varint,7,opt,name=data_item_count,json=dataItemCount,proto3" json:"data_item_count,omitempty"`
	// contains filtered or unexported fields
}

Dataset is the resource to hold your data. You can request multiple labeling tasks for a dataset while each one will generate an AnnotatedDataset.

func (*Dataset) Descriptor deprecated 

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

Deprecated: Use Dataset.ProtoReflect.Descriptor instead.

func (*Dataset) GetBlockingResources 

func (x *Dataset) GetBlockingResources() []string

func (*Dataset) GetCreateTime 

func (x *Dataset) GetCreateTime() *timestamppb.Timestamp

func (*Dataset) GetDataItemCount 

func (x *Dataset) GetDataItemCount() int64

func (*Dataset) GetDescription 

func (x *Dataset) GetDescription() string

func (*Dataset) GetDisplayName 

func (x *Dataset) GetDisplayName() string

func (*Dataset) GetInputConfigs 

func (x *Dataset) GetInputConfigs() []*InputConfig

func (*Dataset) GetName 

func (x *Dataset) GetName() string

func (*Dataset) ProtoMessage 

func (*Dataset) ProtoMessage()

func (*Dataset) ProtoReflect 

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

func (*Dataset) Reset 

func (x *Dataset) Reset()

func (*Dataset) String 

func (x *Dataset) String() string

type DeleteAnnotatedDatasetRequest 

type DeleteAnnotatedDatasetRequest struct {

	// Required. Name of the annotated dataset to delete, format:
	// projects/{project_id}/datasets/{dataset_id}/annotatedDatasets/
	// {annotated_dataset_id}
	Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"`
	// contains filtered or unexported fields
}

Request message for DeleteAnnotatedDataset.

func (*DeleteAnnotatedDatasetRequest) Descriptor deprecated 

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

Deprecated: Use DeleteAnnotatedDatasetRequest.ProtoReflect.Descriptor instead.

func (*DeleteAnnotatedDatasetRequest) GetName 

func (x *DeleteAnnotatedDatasetRequest) GetName() string

func (*DeleteAnnotatedDatasetRequest) ProtoMessage 

func (*DeleteAnnotatedDatasetRequest) ProtoMessage()

func (*DeleteAnnotatedDatasetRequest) ProtoReflect 

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

func (*DeleteAnnotatedDatasetRequest) Reset 

func (x *DeleteAnnotatedDatasetRequest) Reset()

func (*DeleteAnnotatedDatasetRequest) String 

func (x *DeleteAnnotatedDatasetRequest) String() string

type DeleteAnnotationSpecSetRequest 

type DeleteAnnotationSpecSetRequest struct {

	// Required. AnnotationSpec resource name, format:
	// `projects/{project_id}/annotationSpecSets/{annotation_spec_set_id}`.
	Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"`
	// contains filtered or unexported fields
}

Request message for DeleteAnnotationSpecSet.

func (*DeleteAnnotationSpecSetRequest) Descriptor deprecated 

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

Deprecated: Use DeleteAnnotationSpecSetRequest.ProtoReflect.Descriptor instead.

func (*DeleteAnnotationSpecSetRequest) GetName 

func (x *DeleteAnnotationSpecSetRequest) GetName() string

func (*DeleteAnnotationSpecSetRequest) ProtoMessage 

func (*DeleteAnnotationSpecSetRequest) ProtoMessage()

func (*DeleteAnnotationSpecSetRequest) ProtoReflect 

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

func (*DeleteAnnotationSpecSetRequest) Reset 

func (x *DeleteAnnotationSpecSetRequest) Reset()

func (*DeleteAnnotationSpecSetRequest) String 

func (x *DeleteAnnotationSpecSetRequest) String() string

type DeleteDatasetRequest 

type DeleteDatasetRequest struct {

	// Required. Dataset resource name, format:
	// projects/{project_id}/datasets/{dataset_id}
	Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"`
	// contains filtered or unexported fields
}

Request message for DeleteDataset.

func (*DeleteDatasetRequest) Descriptor deprecated 

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

Deprecated: Use DeleteDatasetRequest.ProtoReflect.Descriptor instead.

func (*DeleteDatasetRequest) GetName 

func (x *DeleteDatasetRequest) GetName() string

func (*DeleteDatasetRequest) ProtoMessage 

func (*DeleteDatasetRequest) ProtoMessage()

func (*DeleteDatasetRequest) ProtoReflect 

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

func (*DeleteDatasetRequest) Reset 

func (x *DeleteDatasetRequest) Reset()

func (*DeleteDatasetRequest) String 

func (x *DeleteDatasetRequest) String() string

type DeleteEvaluationJobRequest 

type DeleteEvaluationJobRequest struct {

	// Required. Name of the evaluation job that is going to be deleted. Format:
	//
	// "projects/<var>{project_id}</var>/evaluationJobs/<var>{evaluation_job_id}</var>"
	Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"`
	// contains filtered or unexported fields
}

Request message DeleteEvaluationJob.

func (*DeleteEvaluationJobRequest) Descriptor deprecated 

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

Deprecated: Use DeleteEvaluationJobRequest.ProtoReflect.Descriptor instead.

func (*DeleteEvaluationJobRequest) GetName 

func (x *DeleteEvaluationJobRequest) GetName() string

func (*DeleteEvaluationJobRequest) ProtoMessage 

func (*DeleteEvaluationJobRequest) ProtoMessage()

func (*DeleteEvaluationJobRequest) ProtoReflect 

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

func (*DeleteEvaluationJobRequest) Reset 

func (x *DeleteEvaluationJobRequest) Reset()

func (*DeleteEvaluationJobRequest) String 

func (x *DeleteEvaluationJobRequest) String() string

type DeleteInstructionRequest 

type DeleteInstructionRequest struct {

	// Required. Instruction resource name, format:
	// projects/{project_id}/instructions/{instruction_id}
	Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"`
	// contains filtered or unexported fields
}

Request message for DeleteInstruction.

func (*DeleteInstructionRequest) Descriptor deprecated 

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

Deprecated: Use DeleteInstructionRequest.ProtoReflect.Descriptor instead.

func (*DeleteInstructionRequest) GetName 

func (x *DeleteInstructionRequest) GetName() string

func (*DeleteInstructionRequest) ProtoMessage 

func (*DeleteInstructionRequest) ProtoMessage()

func (*DeleteInstructionRequest) ProtoReflect 

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

func (*DeleteInstructionRequest) Reset 

func (x *DeleteInstructionRequest) Reset()

func (*DeleteInstructionRequest) String 

func (x *DeleteInstructionRequest) String() string

type Evaluation 

type Evaluation struct {

	// Output only. Resource name of an evaluation. The name has the following
	// format:
	//
	// "projects/<var>{project_id}</var>/datasets/<var>{dataset_id}</var>/evaluations/<var>{evaluation_id</var>}'
	Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"`
	// Output only. Options used in the evaluation job that created this
	// evaluation.
	Config *EvaluationConfig `protobuf:"bytes,2,opt,name=config,proto3" json:"config,omitempty"`
	// Output only. Timestamp for when the evaluation job that created this
	// evaluation ran.
	EvaluationJobRunTime *timestamppb.Timestamp `protobuf:"bytes,3,opt,name=evaluation_job_run_time,json=evaluationJobRunTime,proto3" json:"evaluation_job_run_time,omitempty"`
	// Output only. Timestamp for when this evaluation was created.
	CreateTime *timestamppb.Timestamp `protobuf:"bytes,4,opt,name=create_time,json=createTime,proto3" json:"create_time,omitempty"`
	// Output only. Metrics comparing predictions to ground truth labels.
	EvaluationMetrics *EvaluationMetrics `protobuf:"bytes,5,opt,name=evaluation_metrics,json=evaluationMetrics,proto3" json:"evaluation_metrics,omitempty"`
	// Output only. Type of task that the model version being evaluated performs,
	// as defined in the
	//
	// [evaluationJobConfig.inputConfig.annotationType][google.cloud.datalabeling.v1beta1.EvaluationJobConfig.input_config]
	// field of the evaluation job that created this evaluation.
	AnnotationType AnnotationType `` /* 158-byte string literal not displayed */
	// Output only. The number of items in the ground truth dataset that were used
	// for this evaluation. Only populated when the evaulation is for certain
	// AnnotationTypes.
	EvaluatedItemCount int64 `protobuf:"varint,7,opt,name=evaluated_item_count,json=evaluatedItemCount,proto3" json:"evaluated_item_count,omitempty"`
	// contains filtered or unexported fields
}

Describes an evaluation between a machine learning model's predictions and ground truth labels. Created when an EvaluationJob[google.cloud.datalabeling.v1beta1.EvaluationJob] runs successfully.

func (*Evaluation) Descriptor deprecated 

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

Deprecated: Use Evaluation.ProtoReflect.Descriptor instead.

func (*Evaluation) GetAnnotationType 

func (x *Evaluation) GetAnnotationType() AnnotationType

func (*Evaluation) GetConfig 

func (x *Evaluation) GetConfig() *EvaluationConfig

func (*Evaluation) GetCreateTime 

func (x *Evaluation) GetCreateTime() *timestamppb.Timestamp

func (*Evaluation) GetEvaluatedItemCount 

func (x *Evaluation) GetEvaluatedItemCount() int64

func (*Evaluation) GetEvaluationJobRunTime 

func (x *Evaluation) GetEvaluationJobRunTime() *timestamppb.Timestamp

func (*Evaluation) GetEvaluationMetrics 

func (x *Evaluation) GetEvaluationMetrics() *EvaluationMetrics

func (*Evaluation) GetName 

func (x *Evaluation) GetName() string

func (*Evaluation) ProtoMessage 

func (*Evaluation) ProtoMessage()

func (*Evaluation) ProtoReflect 

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

func (*Evaluation) Reset 

func (x *Evaluation) Reset()

func (*Evaluation) String 

func (x *Evaluation) String() string

type EvaluationConfig 

type EvaluationConfig struct {

	// Vertical specific options for general metrics.
	//
	// Types that are assignable to VerticalOption:
	//	*EvaluationConfig_BoundingBoxEvaluationOptions
	VerticalOption isEvaluationConfig_VerticalOption `protobuf_oneof:"vertical_option"`
	// contains filtered or unexported fields
}

Configuration details used for calculating evaluation metrics and creating an Evaluation[google.cloud.datalabeling.v1beta1.Evaluation].

func (*EvaluationConfig) Descriptor deprecated 

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

Deprecated: Use EvaluationConfig.ProtoReflect.Descriptor instead.

func (*EvaluationConfig) GetBoundingBoxEvaluationOptions 

func (x *EvaluationConfig) GetBoundingBoxEvaluationOptions() *BoundingBoxEvaluationOptions

func (*EvaluationConfig) GetVerticalOption 

func (m *EvaluationConfig) GetVerticalOption() isEvaluationConfig_VerticalOption

func (*EvaluationConfig) ProtoMessage 

func (*EvaluationConfig) ProtoMessage()

func (*EvaluationConfig) ProtoReflect 

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

func (*EvaluationConfig) Reset 

func (x *EvaluationConfig) Reset()

func (*EvaluationConfig) String 

func (x *EvaluationConfig) String() string

type EvaluationConfig_BoundingBoxEvaluationOptions 

type EvaluationConfig_BoundingBoxEvaluationOptions struct {
	// Only specify this field if the related model performs image object
	// detection (`IMAGE_BOUNDING_BOX_ANNOTATION`). Describes how to evaluate
	// bounding boxes.
	BoundingBoxEvaluationOptions *BoundingBoxEvaluationOptions `protobuf:"bytes,1,opt,name=bounding_box_evaluation_options,json=boundingBoxEvaluationOptions,proto3,oneof"`
}

type EvaluationJob 

type EvaluationJob struct {

	// Output only. After you create a job, Data Labeling Service assigns a name
	// to the job with the following format:
	//
	// "projects/<var>{project_id}</var>/evaluationJobs/<var>{evaluation_job_id}</var>"
	Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"`
	// Required. Description of the job. The description can be up to 25,000
	// characters long.
	Description string `protobuf:"bytes,2,opt,name=description,proto3" json:"description,omitempty"`
	// Output only. Describes the current state of the job.
	State EvaluationJob_State `protobuf:"varint,3,opt,name=state,proto3,enum=google.cloud.datalabeling.v1beta1.EvaluationJob_State" json:"state,omitempty"`
	// Required. Describes the interval at which the job runs. This interval must
	// be at least 1 day, and it is rounded to the nearest day. For example, if
	// you specify a 50-hour interval, the job runs every 2 days.
	//
	// You can provide the schedule in
	// [crontab format](/scheduler/docs/configuring/cron-job-schedules) or in an
	// [English-like
	// format](/appengine/docs/standard/python/config/cronref#schedule_format).
	//
	// Regardless of what you specify, the job will run at 10:00 AM UTC. Only the
	// interval from this schedule is used, not the specific time of day.
	Schedule string `protobuf:"bytes,4,opt,name=schedule,proto3" json:"schedule,omitempty"`
	// Required. The [AI Platform Prediction model
	// version](/ml-engine/docs/prediction-overview) to be evaluated. Prediction
	// input and output is sampled from this model version. When creating an
	// evaluation job, specify the model version in the following format:
	//
	// "projects/<var>{project_id}</var>/models/<var>{model_name}</var>/versions/<var>{version_name}</var>"
	//
	// There can only be one evaluation job per model version.
	ModelVersion string `protobuf:"bytes,5,opt,name=model_version,json=modelVersion,proto3" json:"model_version,omitempty"`
	// Required. Configuration details for the evaluation job.
	EvaluationJobConfig *EvaluationJobConfig `protobuf:"bytes,6,opt,name=evaluation_job_config,json=evaluationJobConfig,proto3" json:"evaluation_job_config,omitempty"`
	// Required. Name of the [AnnotationSpecSet][google.cloud.datalabeling.v1beta1.AnnotationSpecSet] describing all the
	// labels that your machine learning model outputs. You must create this
	// resource before you create an evaluation job and provide its name in the
	// following format:
	//
	// "projects/<var>{project_id}</var>/annotationSpecSets/<var>{annotation_spec_set_id}</var>"
	AnnotationSpecSet string `protobuf:"bytes,7,opt,name=annotation_spec_set,json=annotationSpecSet,proto3" json:"annotation_spec_set,omitempty"`
	// Required. Whether you want Data Labeling Service to provide ground truth
	// labels for prediction input. If you want the service to assign human
	// labelers to annotate your data, set this to `true`. If you want to provide
	// your own ground truth labels in the evaluation job's BigQuery table, set
	// this to `false`.
	LabelMissingGroundTruth bool `` /* 135-byte string literal not displayed */
	// Output only. Every time the evaluation job runs and an error occurs, the
	// failed attempt is appended to this array.
	Attempts []*Attempt `protobuf:"bytes,9,rep,name=attempts,proto3" json:"attempts,omitempty"`
	// Output only. Timestamp of when this evaluation job was created.
	CreateTime *timestamppb.Timestamp `protobuf:"bytes,10,opt,name=create_time,json=createTime,proto3" json:"create_time,omitempty"`
	// contains filtered or unexported fields
}

Defines an evaluation job that runs periodically to generate [Evaluations][google.cloud.datalabeling.v1beta1.Evaluation]. [Creating an evaluation job](/ml-engine/docs/continuous-evaluation/create-job) is the starting point for using continuous evaluation.

func (*EvaluationJob) Descriptor deprecated 

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

Deprecated: Use EvaluationJob.ProtoReflect.Descriptor instead.

func (*EvaluationJob) GetAnnotationSpecSet 

func (x *EvaluationJob) GetAnnotationSpecSet() string

func (*EvaluationJob) GetAttempts 

func (x *EvaluationJob) GetAttempts() []*Attempt

func (*EvaluationJob) GetCreateTime 

func (x *EvaluationJob) GetCreateTime() *timestamppb.Timestamp

func (*EvaluationJob) GetDescription 

func (x *EvaluationJob) GetDescription() string

func (*EvaluationJob) GetEvaluationJobConfig 

func (x *EvaluationJob) GetEvaluationJobConfig() *EvaluationJobConfig

func (*EvaluationJob) GetLabelMissingGroundTruth 

func (x *EvaluationJob) GetLabelMissingGroundTruth() bool

func (*EvaluationJob) GetModelVersion 

func (x *EvaluationJob) GetModelVersion() string

func (*EvaluationJob) GetName 

func (x *EvaluationJob) GetName() string

func (*EvaluationJob) GetSchedule 

func (x *EvaluationJob) GetSchedule() string

func (*EvaluationJob) GetState 

func (x *EvaluationJob) GetState() EvaluationJob_State

func (*EvaluationJob) ProtoMessage 

func (*EvaluationJob) ProtoMessage()

func (*EvaluationJob) ProtoReflect 

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

func (*EvaluationJob) Reset 

func (x *EvaluationJob) Reset()

func (*EvaluationJob) String 

func (x *EvaluationJob) String() string

type EvaluationJobAlertConfig 

type EvaluationJobAlertConfig struct {

	// Required. An email address to send alerts to.
	Email string `protobuf:"bytes,1,opt,name=email,proto3" json:"email,omitempty"`
	// Required. A number between 0 and 1 that describes a minimum mean average
	// precision threshold. When the evaluation job runs, if it calculates that
	// your model version's predictions from the recent interval have
	// [meanAveragePrecision][google.cloud.datalabeling.v1beta1.PrCurve.mean_average_precision] below this
	// threshold, then it sends an alert to your specified email.
	MinAcceptableMeanAveragePrecision float64 `` /* 168-byte string literal not displayed */
	// contains filtered or unexported fields
}

Provides details for how an evaluation job sends email alerts based on the results of a run.

func (*EvaluationJobAlertConfig) Descriptor deprecated 

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

Deprecated: Use EvaluationJobAlertConfig.ProtoReflect.Descriptor instead.

func (*EvaluationJobAlertConfig) GetEmail 

func (x *EvaluationJobAlertConfig) GetEmail() string

func (*EvaluationJobAlertConfig) GetMinAcceptableMeanAveragePrecision 

func (x *EvaluationJobAlertConfig) GetMinAcceptableMeanAveragePrecision() float64

func (*EvaluationJobAlertConfig) ProtoMessage 

func (*EvaluationJobAlertConfig) ProtoMessage()

func (*EvaluationJobAlertConfig) ProtoReflect 

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

func (*EvaluationJobAlertConfig) Reset 

func (x *EvaluationJobAlertConfig) Reset()

func (*EvaluationJobAlertConfig) String 

func (x *EvaluationJobAlertConfig) String() string

type EvaluationJobConfig 

type EvaluationJobConfig struct {

	// Required. Details for how you want human reviewers to provide ground truth
	// labels.
	//
	// Types that are assignable to HumanAnnotationRequestConfig:
	//	*EvaluationJobConfig_ImageClassificationConfig
	//	*EvaluationJobConfig_BoundingPolyConfig
	//	*EvaluationJobConfig_TextClassificationConfig
	HumanAnnotationRequestConfig isEvaluationJobConfig_HumanAnnotationRequestConfig `protobuf_oneof:"human_annotation_request_config"`
	// Rquired. Details for the sampled prediction input. Within this
	// configuration, there are requirements for several fields:
	//
	// * `dataType` must be one of `IMAGE`, `TEXT`, or `GENERAL_DATA`.
	// * `annotationType` must be one of `IMAGE_CLASSIFICATION_ANNOTATION`,
	//   `TEXT_CLASSIFICATION_ANNOTATION`, `GENERAL_CLASSIFICATION_ANNOTATION`,
	//   or `IMAGE_BOUNDING_BOX_ANNOTATION` (image object detection).
	// * If your machine learning model performs classification, you must specify
	//   `classificationMetadata.isMultiLabel`.
	// * You must specify `bigquerySource` (not `gcsSource`).
	InputConfig *InputConfig `protobuf:"bytes,1,opt,name=input_config,json=inputConfig,proto3" json:"input_config,omitempty"`
	// Required. Details for calculating evaluation metrics and creating
	// [Evaulations][google.cloud.datalabeling.v1beta1.Evaluation]. If your model version performs image object
	// detection, you must specify the `boundingBoxEvaluationOptions` field within
	// this configuration. Otherwise, provide an empty object for this
	// configuration.
	EvaluationConfig *EvaluationConfig `protobuf:"bytes,2,opt,name=evaluation_config,json=evaluationConfig,proto3" json:"evaluation_config,omitempty"`
	// Optional. Details for human annotation of your data. If you set
	// [labelMissingGroundTruth][google.cloud.datalabeling.v1beta1.EvaluationJob.label_missing_ground_truth] to
	// `true` for this evaluation job, then you must specify this field. If you
	// plan to provide your own ground truth labels, then omit this field.
	//
	// Note that you must create an [Instruction][google.cloud.datalabeling.v1beta1.Instruction] resource before you can
	// specify this field. Provide the name of the instruction resource in the
	// `instruction` field within this configuration.
	HumanAnnotationConfig *HumanAnnotationConfig `` /* 126-byte string literal not displayed */
	// Required. Prediction keys that tell Data Labeling Service where to find the
	// data for evaluation in your BigQuery table. When the service samples
	// prediction input and output from your model version and saves it to
	// BigQuery, the data gets stored as JSON strings in the BigQuery table. These
	// keys tell Data Labeling Service how to parse the JSON.
	//
	// You can provide the following entries in this field:
	//
	// * `data_json_key`: the data key for prediction input. You must provide
	//   either this key or `reference_json_key`.
	// * `reference_json_key`: the data reference key for prediction input. You
	//   must provide either this key or `data_json_key`.
	// * `label_json_key`: the label key for prediction output. Required.
	// * `label_score_json_key`: the score key for prediction output. Required.
	// * `bounding_box_json_key`: the bounding box key for prediction output.
	//   Required if your model version perform image object detection.
	//
	// Learn [how to configure prediction
	// keys](/ml-engine/docs/continuous-evaluation/create-job#prediction-keys).
	BigqueryImportKeys map[string]string `` /* 205-byte string literal not displayed */
	// Required. The maximum number of predictions to sample and save to BigQuery
	// during each [evaluation interval][google.cloud.datalabeling.v1beta1.EvaluationJob.schedule]. This limit
	// overrides `example_sample_percentage`: even if the service has not sampled
	// enough predictions to fulfill `example_sample_perecentage` during an
	// interval, it stops sampling predictions when it meets this limit.
	ExampleCount int32 `protobuf:"varint,10,opt,name=example_count,json=exampleCount,proto3" json:"example_count,omitempty"`
	// Required. Fraction of predictions to sample and save to BigQuery during
	// each [evaluation interval][google.cloud.datalabeling.v1beta1.EvaluationJob.schedule]. For example, 0.1 means
	// 10% of predictions served by your model version get saved to BigQuery.
	ExampleSamplePercentage float64 `` /* 135-byte string literal not displayed */
	// Optional. Configuration details for evaluation job alerts. Specify this
	// field if you want to receive email alerts if the evaluation job finds that
	// your predictions have low mean average precision during a run.
	EvaluationJobAlertConfig *EvaluationJobAlertConfig `` /* 138-byte string literal not displayed */
	// contains filtered or unexported fields
}

Configures specific details of how a continuous evaluation job works. Provide this configuration when you create an EvaluationJob.

func (*EvaluationJobConfig) Descriptor deprecated 

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

Deprecated: Use EvaluationJobConfig.ProtoReflect.Descriptor instead.

func (*EvaluationJobConfig) GetBigqueryImportKeys 

func (x *EvaluationJobConfig) GetBigqueryImportKeys() map[string]string

func (*EvaluationJobConfig) GetBoundingPolyConfig 

func (x *EvaluationJobConfig) GetBoundingPolyConfig() *BoundingPolyConfig

func (*EvaluationJobConfig) GetEvaluationConfig 

func (x *EvaluationJobConfig) GetEvaluationConfig() *EvaluationConfig

func (*EvaluationJobConfig) GetEvaluationJobAlertConfig 

func (x *EvaluationJobConfig) GetEvaluationJobAlertConfig() *EvaluationJobAlertConfig

func (*EvaluationJobConfig) GetExampleCount 

func (x *EvaluationJobConfig) GetExampleCount() int32

func (*EvaluationJobConfig) GetExampleSamplePercentage 

func (x *EvaluationJobConfig) GetExampleSamplePercentage() float64

func (*EvaluationJobConfig) GetHumanAnnotationConfig 

func (x *EvaluationJobConfig) GetHumanAnnotationConfig() *HumanAnnotationConfig

func (*EvaluationJobConfig) GetHumanAnnotationRequestConfig 

func (m *EvaluationJobConfig) GetHumanAnnotationRequestConfig() isEvaluationJobConfig_HumanAnnotationRequestConfig

func (*EvaluationJobConfig) GetImageClassificationConfig 

func (x *EvaluationJobConfig) GetImageClassificationConfig() *ImageClassificationConfig

func (*EvaluationJobConfig) GetInputConfig 

func (x *EvaluationJobConfig) GetInputConfig() *InputConfig

func (*EvaluationJobConfig) GetTextClassificationConfig 

func (x *EvaluationJobConfig) GetTextClassificationConfig() *TextClassificationConfig

func (*EvaluationJobConfig) ProtoMessage 

func (*EvaluationJobConfig) ProtoMessage()

func (*EvaluationJobConfig) ProtoReflect 

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

func (*EvaluationJobConfig) Reset 

func (x *EvaluationJobConfig) Reset()

func (*EvaluationJobConfig) String 

func (x *EvaluationJobConfig) String() string

type EvaluationJobConfig_BoundingPolyConfig 

type EvaluationJobConfig_BoundingPolyConfig struct {
	// Specify this field if your model version performs image object detection
	// (bounding box detection).
	//
	// `annotationSpecSet` in this configuration must match
	// [EvaluationJob.annotationSpecSet][google.cloud.datalabeling.v1beta1.EvaluationJob.annotation_spec_set].
	BoundingPolyConfig *BoundingPolyConfig `protobuf:"bytes,5,opt,name=bounding_poly_config,json=boundingPolyConfig,proto3,oneof"`
}

type EvaluationJobConfig_ImageClassificationConfig 

type EvaluationJobConfig_ImageClassificationConfig struct {
	// Specify this field if your model version performs image classification or
	// general classification.
	//
	// `annotationSpecSet` in this configuration must match
	// [EvaluationJob.annotationSpecSet][google.cloud.datalabeling.v1beta1.EvaluationJob.annotation_spec_set].
	// `allowMultiLabel` in this configuration must match
	// `classificationMetadata.isMultiLabel` in [input_config][google.cloud.datalabeling.v1beta1.EvaluationJobConfig.input_config].
	ImageClassificationConfig *ImageClassificationConfig `protobuf:"bytes,4,opt,name=image_classification_config,json=imageClassificationConfig,proto3,oneof"`
}

type EvaluationJobConfig_TextClassificationConfig 

type EvaluationJobConfig_TextClassificationConfig struct {
	// Specify this field if your model version performs text classification.
	//
	// `annotationSpecSet` in this configuration must match
	// [EvaluationJob.annotationSpecSet][google.cloud.datalabeling.v1beta1.EvaluationJob.annotation_spec_set].
	// `allowMultiLabel` in this configuration must match
	// `classificationMetadata.isMultiLabel` in [input_config][google.cloud.datalabeling.v1beta1.EvaluationJobConfig.input_config].
	TextClassificationConfig *TextClassificationConfig `protobuf:"bytes,8,opt,name=text_classification_config,json=textClassificationConfig,proto3,oneof"`
}

type EvaluationJob_State 

type EvaluationJob_State int32

State of the job. 

const (
	EvaluationJob_STATE_UNSPECIFIED EvaluationJob_State = 0
	// The job is scheduled to run at the [configured interval][google.cloud.datalabeling.v1beta1.EvaluationJob.schedule]. You
	// can [pause][google.cloud.datalabeling.v1beta1.DataLabelingService.PauseEvaluationJob] or
	// [delete][google.cloud.datalabeling.v1beta1.DataLabelingService.DeleteEvaluationJob] the job.
	//
	// When the job is in this state, it samples prediction input and output
	// from your model version into your BigQuery table as predictions occur.
	EvaluationJob_SCHEDULED EvaluationJob_State = 1
	// The job is currently running. When the job runs, Data Labeling Service
	// does several things:
	//
	// 1. If you have configured your job to use Data Labeling Service for
	//    ground truth labeling, the service creates a
	//    [Dataset][google.cloud.datalabeling.v1beta1.Dataset] and a labeling task for all data sampled
	//    since the last time the job ran. Human labelers provide ground truth
	//    labels for your data. Human labeling may take hours, or even days,
	//    depending on how much data has been sampled. The job remains in the
	//    `RUNNING` state during this time, and it can even be running multiple
	//    times in parallel if it gets triggered again (for example 24 hours
	//    later) before the earlier run has completed. When human labelers have
	//    finished labeling the data, the next step occurs.
	//    <br><br>
	//    If you have configured your job to provide your own ground truth
	//    labels, Data Labeling Service still creates a [Dataset][google.cloud.datalabeling.v1beta1.Dataset] for newly
	//    sampled data, but it expects that you have already added ground truth
	//    labels to the BigQuery table by this time. The next step occurs
	//    immediately.
	//
	// 2. Data Labeling Service creates an [Evaluation][google.cloud.datalabeling.v1beta1.Evaluation] by comparing your
	//    model version's predictions with the ground truth labels.
	//
	// If the job remains in this state for a long time, it continues to sample
	// prediction data into your BigQuery table and will run again at the next
	// interval, even if it causes the job to run multiple times in parallel.
	EvaluationJob_RUNNING EvaluationJob_State = 2
	// The job is not sampling prediction input and output into your BigQuery
	// table and it will not run according to its schedule. You can
	// [resume][google.cloud.datalabeling.v1beta1.DataLabelingService.ResumeEvaluationJob] the job.
	EvaluationJob_PAUSED EvaluationJob_State = 3
	// The job has this state right before it is deleted.
	EvaluationJob_STOPPED EvaluationJob_State = 4
)

func (EvaluationJob_State) Descriptor 

func (EvaluationJob_State) Descriptor() protoreflect.EnumDescriptor

func (EvaluationJob_State) Enum 

func (x EvaluationJob_State) Enum() *EvaluationJob_State

func (EvaluationJob_State) EnumDescriptor deprecated 

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

Deprecated: Use EvaluationJob_State.Descriptor instead.

func (EvaluationJob_State) Number 

func (x EvaluationJob_State) Number() protoreflect.EnumNumber

func (EvaluationJob_State) String 

func (x EvaluationJob_State) String() string

func (EvaluationJob_State) Type 

func (EvaluationJob_State) Type() protoreflect.EnumType

type EvaluationMetrics 

type EvaluationMetrics struct {

	// Common metrics covering most general cases.
	//
	// Types that are assignable to Metrics:
	//	*EvaluationMetrics_ClassificationMetrics
	//	*EvaluationMetrics_ObjectDetectionMetrics
	Metrics isEvaluationMetrics_Metrics `protobuf_oneof:"metrics"`
	// contains filtered or unexported fields
}

func (*EvaluationMetrics) Descriptor deprecated 

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

Deprecated: Use EvaluationMetrics.ProtoReflect.Descriptor instead.

func (*EvaluationMetrics) GetClassificationMetrics 

func (x *EvaluationMetrics) GetClassificationMetrics() *ClassificationMetrics

func (*EvaluationMetrics) GetMetrics 

func (m *EvaluationMetrics) GetMetrics() isEvaluationMetrics_Metrics

func (*EvaluationMetrics) GetObjectDetectionMetrics 

func (x *EvaluationMetrics) GetObjectDetectionMetrics() *ObjectDetectionMetrics

func (*EvaluationMetrics) ProtoMessage 

func (*EvaluationMetrics) ProtoMessage()

func (*EvaluationMetrics) ProtoReflect 

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

func (*EvaluationMetrics) Reset 

func (x *EvaluationMetrics) Reset()

func (*EvaluationMetrics) String 

func (x *EvaluationMetrics) String() string

type EvaluationMetrics_ClassificationMetrics 

type EvaluationMetrics_ClassificationMetrics struct {
	ClassificationMetrics *ClassificationMetrics `protobuf:"bytes,1,opt,name=classification_metrics,json=classificationMetrics,proto3,oneof"`
}

type EvaluationMetrics_ObjectDetectionMetrics 

type EvaluationMetrics_ObjectDetectionMetrics struct {
	ObjectDetectionMetrics *ObjectDetectionMetrics `protobuf:"bytes,2,opt,name=object_detection_metrics,json=objectDetectionMetrics,proto3,oneof"`
}

type EventConfig 

type EventConfig struct {

	// Required. The list of annotation spec set resource name. Similar to video
	// classification, we support selecting event from multiple AnnotationSpecSet
	// at the same time.
	AnnotationSpecSets []string `protobuf:"bytes,1,rep,name=annotation_spec_sets,json=annotationSpecSets,proto3" json:"annotation_spec_sets,omitempty"`
	// contains filtered or unexported fields
}

Config for video event human labeling task.

func (*EventConfig) Descriptor deprecated 

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

Deprecated: Use EventConfig.ProtoReflect.Descriptor instead.

func (*EventConfig) GetAnnotationSpecSets 

func (x *EventConfig) GetAnnotationSpecSets() []string

func (*EventConfig) ProtoMessage 

func (*EventConfig) ProtoMessage()

func (*EventConfig) ProtoReflect 

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

func (*EventConfig) Reset 

func (x *EventConfig) Reset()

func (*EventConfig) String 

func (x *EventConfig) String() string

type Example 

type Example struct {

	// Output only. The data part of Example.
	//
	// Types that are assignable to Payload:
	//	*Example_ImagePayload
	//	*Example_TextPayload
	//	*Example_VideoPayload
	Payload isExample_Payload `protobuf_oneof:"payload"`
	// Output only. Name of the example, in format of:
	// projects/{project_id}/datasets/{dataset_id}/annotatedDatasets/
	// {annotated_dataset_id}/examples/{example_id}
	Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"`
	// Output only. Annotations for the piece of data in Example.
	// One piece of data can have multiple annotations.
	Annotations []*Annotation `protobuf:"bytes,5,rep,name=annotations,proto3" json:"annotations,omitempty"`
	// contains filtered or unexported fields
}

An Example is a piece of data and its annotation. For example, an image with label "house".

func (*Example) Descriptor deprecated 

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

Deprecated: Use Example.ProtoReflect.Descriptor instead.

func (*Example) GetAnnotations 

func (x *Example) GetAnnotations() []*Annotation

func (*Example) GetImagePayload 

func (x *Example) GetImagePayload() *ImagePayload

func (*Example) GetName 

func (x *Example) GetName() string

func (*Example) GetPayload 

func (m *Example) GetPayload() isExample_Payload

func (*Example) GetTextPayload 

func (x *Example) GetTextPayload() *TextPayload

func (*Example) GetVideoPayload 

func (x *Example) GetVideoPayload() *VideoPayload

func (*Example) ProtoMessage 

func (*Example) ProtoMessage()

func (*Example) ProtoReflect 

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

func (*Example) Reset 

func (x *Example) Reset()

func (*Example) String 

func (x *Example) String() string

type Example_ImagePayload 

type Example_ImagePayload struct {
	// The image payload, a container of the image bytes/uri.
	ImagePayload *ImagePayload `protobuf:"bytes,2,opt,name=image_payload,json=imagePayload,proto3,oneof"`
}

type Example_TextPayload 

type Example_TextPayload struct {
	// The text payload, a container of the text content.
	TextPayload *TextPayload `protobuf:"bytes,6,opt,name=text_payload,json=textPayload,proto3,oneof"`
}

type Example_VideoPayload 

type Example_VideoPayload struct {
	// The video payload, a container of the video uri.
	VideoPayload *VideoPayload `protobuf:"bytes,7,opt,name=video_payload,json=videoPayload,proto3,oneof"`
}

type ExportDataOperationMetadata 

type ExportDataOperationMetadata struct {

	// Output only. The name of dataset to be exported.
	// "projects/*/datasets/*"
	Dataset string `protobuf:"bytes,1,opt,name=dataset,proto3" json:"dataset,omitempty"`
	// Output only. Partial failures encountered.
	// E.g. single files that couldn't be read.
	// Status details field will contain standard GCP error details.
	PartialFailures []*status.Status `protobuf:"bytes,2,rep,name=partial_failures,json=partialFailures,proto3" json:"partial_failures,omitempty"`
	// Output only. Timestamp when export dataset request was created.
	CreateTime *timestamppb.Timestamp `protobuf:"bytes,3,opt,name=create_time,json=createTime,proto3" json:"create_time,omitempty"`
	// contains filtered or unexported fields
}

Metadata of an ExportData operation.

func (*ExportDataOperationMetadata) Descriptor deprecated 

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

Deprecated: Use ExportDataOperationMetadata.ProtoReflect.Descriptor instead.

func (*ExportDataOperationMetadata) GetCreateTime 

func (x *ExportDataOperationMetadata) GetCreateTime() *timestamppb.Timestamp

func (*ExportDataOperationMetadata) GetDataset 

func (x *ExportDataOperationMetadata) GetDataset() string

func (*ExportDataOperationMetadata) GetPartialFailures 

func (x *ExportDataOperationMetadata) GetPartialFailures() []*status.Status

func (*ExportDataOperationMetadata) ProtoMessage 

func (*ExportDataOperationMetadata) ProtoMessage()

func (*ExportDataOperationMetadata) ProtoReflect 

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

func (*ExportDataOperationMetadata) Reset 

func (x *ExportDataOperationMetadata) Reset()

func (*ExportDataOperationMetadata) String 

func (x *ExportDataOperationMetadata) String() string

type ExportDataOperationResponse 

type ExportDataOperationResponse struct {

	// Ouptut only. The name of dataset.
	// "projects/*/datasets/*"
	Dataset string `protobuf:"bytes,1,opt,name=dataset,proto3" json:"dataset,omitempty"`
	// Output only. Total number of examples requested to export
	TotalCount int32 `protobuf:"varint,2,opt,name=total_count,json=totalCount,proto3" json:"total_count,omitempty"`
	// Output only. Number of examples exported successfully.
	ExportCount int32 `protobuf:"varint,3,opt,name=export_count,json=exportCount,proto3" json:"export_count,omitempty"`
	// Output only. Statistic infos of labels in the exported dataset.
	LabelStats *LabelStats `protobuf:"bytes,4,opt,name=label_stats,json=labelStats,proto3" json:"label_stats,omitempty"`
	// Output only. output_config in the ExportData request.
	OutputConfig *OutputConfig `protobuf:"bytes,5,opt,name=output_config,json=outputConfig,proto3" json:"output_config,omitempty"`
	// contains filtered or unexported fields
}

Response used for ExportDataset longrunning operation.

func (*ExportDataOperationResponse) Descriptor deprecated 

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

Deprecated: Use ExportDataOperationResponse.ProtoReflect.Descriptor instead.

func (*ExportDataOperationResponse) GetDataset 

func (x *ExportDataOperationResponse) GetDataset() string

func (*ExportDataOperationResponse) GetExportCount 

func (x *ExportDataOperationResponse) GetExportCount() int32

func (*ExportDataOperationResponse) GetLabelStats 

func (x *ExportDataOperationResponse) GetLabelStats() *LabelStats

func (*ExportDataOperationResponse) GetOutputConfig 

func (x *ExportDataOperationResponse) GetOutputConfig() *OutputConfig

func (*ExportDataOperationResponse) GetTotalCount 

func (x *ExportDataOperationResponse) GetTotalCount() int32

func (*ExportDataOperationResponse) ProtoMessage 

func (*ExportDataOperationResponse) ProtoMessage()

func (*ExportDataOperationResponse) ProtoReflect 

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

func (*ExportDataOperationResponse) Reset 

func (x *ExportDataOperationResponse) Reset()

func (*ExportDataOperationResponse) String 

func (x *ExportDataOperationResponse) String() string

type ExportDataRequest 

type ExportDataRequest struct {

	// Required. Dataset resource name, format:
	// projects/{project_id}/datasets/{dataset_id}
	Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"`
	// Required. Annotated dataset resource name. DataItem in
	// Dataset and their annotations in specified annotated dataset will be
	// exported. It's in format of
	// projects/{project_id}/datasets/{dataset_id}/annotatedDatasets/
	// {annotated_dataset_id}
	AnnotatedDataset string `protobuf:"bytes,2,opt,name=annotated_dataset,json=annotatedDataset,proto3" json:"annotated_dataset,omitempty"`
	// Optional. Filter is not supported at this moment.
	Filter string `protobuf:"bytes,3,opt,name=filter,proto3" json:"filter,omitempty"`
	// Required. Specify the output destination.
	OutputConfig *OutputConfig `protobuf:"bytes,4,opt,name=output_config,json=outputConfig,proto3" json:"output_config,omitempty"`
	// Email of the user who started the export task and should be notified by
	// email. If empty no notification will be sent.
	UserEmailAddress string `protobuf:"bytes,5,opt,name=user_email_address,json=userEmailAddress,proto3" json:"user_email_address,omitempty"`
	// contains filtered or unexported fields
}

Request message for ExportData API.

func (*ExportDataRequest) Descriptor deprecated 

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

Deprecated: Use ExportDataRequest.ProtoReflect.Descriptor instead.

func (*ExportDataRequest) GetAnnotatedDataset 

func (x *ExportDataRequest) GetAnnotatedDataset() string

func (*ExportDataRequest) GetFilter 

func (x *ExportDataRequest) GetFilter() string

func (*ExportDataRequest) GetName 

func (x *ExportDataRequest) GetName() string

func (*ExportDataRequest) GetOutputConfig 

func (x *ExportDataRequest) GetOutputConfig() *OutputConfig

func (*ExportDataRequest) GetUserEmailAddress 

func (x *ExportDataRequest) GetUserEmailAddress() string

func (*ExportDataRequest) ProtoMessage 

func (*ExportDataRequest) ProtoMessage()

func (*ExportDataRequest) ProtoReflect 

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

func (*ExportDataRequest) Reset 

func (x *ExportDataRequest) Reset()

func (*ExportDataRequest) String 

func (x *ExportDataRequest) String() string

type GcsDestination 

type GcsDestination struct {

	// Required. The output uri of destination file.
	OutputUri string `protobuf:"bytes,1,opt,name=output_uri,json=outputUri,proto3" json:"output_uri,omitempty"`
	// Required. The format of the gcs destination. Only "text/csv" and
	// "application/json"
	// are supported.
	MimeType string `protobuf:"bytes,2,opt,name=mime_type,json=mimeType,proto3" json:"mime_type,omitempty"`
	// contains filtered or unexported fields
}

Export destination of the data.Only gcs path is allowed in output_uri.

func (*GcsDestination) Descriptor deprecated 

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

Deprecated: Use GcsDestination.ProtoReflect.Descriptor instead.

func (*GcsDestination) GetMimeType 

func (x *GcsDestination) GetMimeType() string

func (*GcsDestination) GetOutputUri 

func (x *GcsDestination) GetOutputUri() string

func (*GcsDestination) ProtoMessage 

func (*GcsDestination) ProtoMessage()

func (*GcsDestination) ProtoReflect 

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

func (*GcsDestination) Reset 

func (x *GcsDestination) Reset()

func (*GcsDestination) String 

func (x *GcsDestination) String() string

type GcsFolderDestination 

type GcsFolderDestination struct {

	// Required. Cloud Storage directory to export data to.
	OutputFolderUri string `protobuf:"bytes,1,opt,name=output_folder_uri,json=outputFolderUri,proto3" json:"output_folder_uri,omitempty"`
	// contains filtered or unexported fields
}

Export folder destination of the data.

func (*GcsFolderDestination) Descriptor deprecated 

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

Deprecated: Use GcsFolderDestination.ProtoReflect.Descriptor instead.

func (*GcsFolderDestination) GetOutputFolderUri 

func (x *GcsFolderDestination) GetOutputFolderUri() string

func (*GcsFolderDestination) ProtoMessage 

func (*GcsFolderDestination) ProtoMessage()

func (*GcsFolderDestination) ProtoReflect 

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

func (*GcsFolderDestination) Reset 

func (x *GcsFolderDestination) Reset()

func (*GcsFolderDestination) String 

func (x *GcsFolderDestination) String() string

type GcsSource 

type GcsSource struct {

	// Required. The input URI of source file. This must be a Cloud Storage path
	// (`gs://...`).
	InputUri string `protobuf:"bytes,1,opt,name=input_uri,json=inputUri,proto3" json:"input_uri,omitempty"`
	// Required. The format of the source file. Only "text/csv" is supported.
	MimeType string `protobuf:"bytes,2,opt,name=mime_type,json=mimeType,proto3" json:"mime_type,omitempty"`
	// contains filtered or unexported fields
}

Source of the Cloud Storage file to be imported.

func (*GcsSource) Descriptor deprecated 

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

Deprecated: Use GcsSource.ProtoReflect.Descriptor instead.

func (*GcsSource) GetInputUri 

func (x *GcsSource) GetInputUri() string

func (*GcsSource) GetMimeType 

func (x *GcsSource) GetMimeType() string

func (*GcsSource) ProtoMessage 

func (*GcsSource) ProtoMessage()

func (*GcsSource) ProtoReflect 

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

func (*GcsSource) Reset 

func (x *GcsSource) Reset()

func (*GcsSource) String 

func (x *GcsSource) String() string

type GetAnnotatedDatasetRequest 

type GetAnnotatedDatasetRequest struct {

	// Required. Name of the annotated dataset to get, format:
	// projects/{project_id}/datasets/{dataset_id}/annotatedDatasets/
	// {annotated_dataset_id}
	Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"`
	// contains filtered or unexported fields
}

Request message for GetAnnotatedDataset.

func (*GetAnnotatedDatasetRequest) Descriptor deprecated 

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

Deprecated: Use GetAnnotatedDatasetRequest.ProtoReflect.Descriptor instead.

func (*GetAnnotatedDatasetRequest) GetName 

func (x *GetAnnotatedDatasetRequest) GetName() string

func (*GetAnnotatedDatasetRequest) ProtoMessage 

func (*GetAnnotatedDatasetRequest) ProtoMessage()

func (*GetAnnotatedDatasetRequest) ProtoReflect 

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

func (*GetAnnotatedDatasetRequest) Reset 

func (x *GetAnnotatedDatasetRequest) Reset()

func (*GetAnnotatedDatasetRequest) String 

func (x *GetAnnotatedDatasetRequest) String() string

type GetAnnotationSpecSetRequest 

type GetAnnotationSpecSetRequest struct {

	// Required. AnnotationSpecSet resource name, format:
	// projects/{project_id}/annotationSpecSets/{annotation_spec_set_id}
	Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"`
	// contains filtered or unexported fields
}

Request message for GetAnnotationSpecSet.

func (*GetAnnotationSpecSetRequest) Descriptor deprecated 

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

Deprecated: Use GetAnnotationSpecSetRequest.ProtoReflect.Descriptor instead.

func (*GetAnnotationSpecSetRequest) GetName 

func (x *GetAnnotationSpecSetRequest) GetName() string

func (*GetAnnotationSpecSetRequest) ProtoMessage 

func (*GetAnnotationSpecSetRequest) ProtoMessage()

func (*GetAnnotationSpecSetRequest) ProtoReflect 

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

func (*GetAnnotationSpecSetRequest) Reset 

func (x *GetAnnotationSpecSetRequest) Reset()

func (*GetAnnotationSpecSetRequest) String 

func (x *GetAnnotationSpecSetRequest) String() string

type GetDataItemRequest 

type GetDataItemRequest struct {

	// Required. The name of the data item to get, format:
	// projects/{project_id}/datasets/{dataset_id}/dataItems/{data_item_id}
	Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"`
	// contains filtered or unexported fields
}

Request message for GetDataItem.

func (*GetDataItemRequest) Descriptor deprecated 

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

Deprecated: Use GetDataItemRequest.ProtoReflect.Descriptor instead.

func (*GetDataItemRequest) GetName 

func (x *GetDataItemRequest) GetName() string

func (*GetDataItemRequest) ProtoMessage 

func (*GetDataItemRequest) ProtoMessage()

func (*GetDataItemRequest) ProtoReflect 

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

func (*GetDataItemRequest) Reset 

func (x *GetDataItemRequest) Reset()

func (*GetDataItemRequest) String 

func (x *GetDataItemRequest) String() string

type GetDatasetRequest 

type GetDatasetRequest struct {

	// Required. Dataset resource name, format:
	// projects/{project_id}/datasets/{dataset_id}
	Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"`
	// contains filtered or unexported fields
}

Request message for GetDataSet.

func (*GetDatasetRequest) Descriptor deprecated 

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

Deprecated: Use GetDatasetRequest.ProtoReflect.Descriptor instead.

func (*GetDatasetRequest) GetName 

func (x *GetDatasetRequest) GetName() string

func (*GetDatasetRequest) ProtoMessage 

func (*GetDatasetRequest) ProtoMessage()

func (*GetDatasetRequest) ProtoReflect 

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

func (*GetDatasetRequest) Reset 

func (x *GetDatasetRequest) Reset()

func (*GetDatasetRequest) String 

func (x *GetDatasetRequest) String() string

type GetEvaluationJobRequest 

type GetEvaluationJobRequest struct {

	// Required. Name of the evaluation job. Format:
	//
	// "projects/<var>{project_id}</var>/evaluationJobs/<var>{evaluation_job_id}</var>"
	Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"`
	// contains filtered or unexported fields
}

Request message for GetEvaluationJob.

func (*GetEvaluationJobRequest) Descriptor deprecated 

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

Deprecated: Use GetEvaluationJobRequest.ProtoReflect.Descriptor instead.

func (*GetEvaluationJobRequest) GetName 

func (x *GetEvaluationJobRequest) GetName() string

func (*GetEvaluationJobRequest) ProtoMessage 

func (*GetEvaluationJobRequest) ProtoMessage()

func (*GetEvaluationJobRequest) ProtoReflect 

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

func (*GetEvaluationJobRequest) Reset 

func (x *GetEvaluationJobRequest) Reset()

func (*GetEvaluationJobRequest) String 

func (x *GetEvaluationJobRequest) String() string

type GetEvaluationRequest 

type GetEvaluationRequest struct {

	// Required. Name of the evaluation. Format:
	//
	// "projects/<var>{project_id}</var>/datasets/<var>{dataset_id}</var>/evaluations/<var>{evaluation_id}</var>'
	Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"`
	// contains filtered or unexported fields
}

Request message for GetEvaluation.

func (*GetEvaluationRequest) Descriptor deprecated 

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

Deprecated: Use GetEvaluationRequest.ProtoReflect.Descriptor instead.

func (*GetEvaluationRequest) GetName 

func (x *GetEvaluationRequest) GetName() string

func (*GetEvaluationRequest) ProtoMessage 

func (*GetEvaluationRequest) ProtoMessage()

func (*GetEvaluationRequest) ProtoReflect 

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

func (*GetEvaluationRequest) Reset 

func (x *GetEvaluationRequest) Reset()

func (*GetEvaluationRequest) String 

func (x *GetEvaluationRequest) String() string

type GetExampleRequest 

type GetExampleRequest struct {

	// Required. Name of example, format:
	// projects/{project_id}/datasets/{dataset_id}/annotatedDatasets/
	// {annotated_dataset_id}/examples/{example_id}
	Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"`
	// Optional. An expression for filtering Examples. Filter by
	// annotation_spec.display_name is supported. Format
	// "annotation_spec.display_name = {display_name}"
	Filter string `protobuf:"bytes,2,opt,name=filter,proto3" json:"filter,omitempty"`
	// contains filtered or unexported fields
}

Request message for GetExample

func (*GetExampleRequest) Descriptor deprecated 

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

Deprecated: Use GetExampleRequest.ProtoReflect.Descriptor instead.

func (*GetExampleRequest) GetFilter 

func (x *GetExampleRequest) GetFilter() string

func (*GetExampleRequest) GetName 

func (x *GetExampleRequest) GetName() string

func (*GetExampleRequest) ProtoMessage 

func (*GetExampleRequest) ProtoMessage()

func (*GetExampleRequest) ProtoReflect 

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

func (*GetExampleRequest) Reset 

func (x *GetExampleRequest) Reset()

func (*GetExampleRequest) String 

func (x *GetExampleRequest) String() string

type GetInstructionRequest 

type GetInstructionRequest struct {

	// Required. Instruction resource name, format:
	// projects/{project_id}/instructions/{instruction_id}
	Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"`
	// contains filtered or unexported fields
}

Request message for GetInstruction.

func (*GetInstructionRequest) Descriptor deprecated 

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

Deprecated: Use GetInstructionRequest.ProtoReflect.Descriptor instead.

func (*GetInstructionRequest) GetName 

func (x *GetInstructionRequest) GetName() string

func (*GetInstructionRequest) ProtoMessage 

func (*GetInstructionRequest) ProtoMessage()

func (*GetInstructionRequest) ProtoReflect 

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

func (*GetInstructionRequest) Reset 

func (x *GetInstructionRequest) Reset()

func (*GetInstructionRequest) String 

func (x *GetInstructionRequest) String() string

type HumanAnnotationConfig 

type HumanAnnotationConfig struct {

	// Required. Instruction resource name.
	Instruction string `protobuf:"bytes,1,opt,name=instruction,proto3" json:"instruction,omitempty"`
	// Required. A human-readable name for AnnotatedDataset defined by
	// users. Maximum of 64 characters
	// .
	AnnotatedDatasetDisplayName string `` /* 146-byte string literal not displayed */
	// Optional. A human-readable description for AnnotatedDataset.
	// The description can be up to 10000 characters long.
	AnnotatedDatasetDescription string `` /* 144-byte string literal not displayed */
	// Optional. A human-readable label used to logically group labeling tasks.
	// This string must match the regular expression `[a-zA-Z\\d_-]{0,128}`.
	LabelGroup string `protobuf:"bytes,4,opt,name=label_group,json=labelGroup,proto3" json:"label_group,omitempty"`
	// Optional. The Language of this question, as a
	// [BCP-47](https://www.rfc-editor.org/rfc/bcp/bcp47.txt).
	// Default value is en-US.
	// Only need to set this when task is language related. For example, French
	// text classification.
	LanguageCode string `protobuf:"bytes,5,opt,name=language_code,json=languageCode,proto3" json:"language_code,omitempty"`
	// Optional. Replication of questions. Each question will be sent to up to
	// this number of contributors to label. Aggregated answers will be returned.
	// Default is set to 1.
	// For image related labeling, valid values are 1, 3, 5.
	ReplicaCount int32 `protobuf:"varint,6,opt,name=replica_count,json=replicaCount,proto3" json:"replica_count,omitempty"`
	// Optional. Maximum duration for contributors to answer a question. Maximum
	// is 3600 seconds. Default is 3600 seconds.
	QuestionDuration *durationpb.Duration `protobuf:"bytes,7,opt,name=question_duration,json=questionDuration,proto3" json:"question_duration,omitempty"`
	// Optional. If you want your own labeling contributors to manage and work on
	// this labeling request, you can set these contributors here. We will give
	// them access to the question types in crowdcompute. Note that these
	// emails must be registered in crowdcompute worker UI:
	// https://crowd-compute.appspot.com/
	ContributorEmails []string `protobuf:"bytes,9,rep,name=contributor_emails,json=contributorEmails,proto3" json:"contributor_emails,omitempty"`
	// Email of the user who started the labeling task and should be notified by
	// email. If empty no notification will be sent.
	UserEmailAddress string `protobuf:"bytes,10,opt,name=user_email_address,json=userEmailAddress,proto3" json:"user_email_address,omitempty"`
	// contains filtered or unexported fields
}

Configuration for how human labeling task should be done.

func (*HumanAnnotationConfig) Descriptor deprecated 

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

Deprecated: Use HumanAnnotationConfig.ProtoReflect.Descriptor instead.

func (*HumanAnnotationConfig) GetAnnotatedDatasetDescription 

func (x *HumanAnnotationConfig) GetAnnotatedDatasetDescription() string

func (*HumanAnnotationConfig) GetAnnotatedDatasetDisplayName 

func (x *HumanAnnotationConfig) GetAnnotatedDatasetDisplayName() string

func (*HumanAnnotationConfig) GetContributorEmails 

func (x *HumanAnnotationConfig) GetContributorEmails() []string

func (*HumanAnnotationConfig) GetInstruction 

func (x *HumanAnnotationConfig) GetInstruction() string

func (*HumanAnnotationConfig) GetLabelGroup 

func (x *HumanAnnotationConfig) GetLabelGroup() string

func (*HumanAnnotationConfig) GetLanguageCode 

func (x *HumanAnnotationConfig) GetLanguageCode() string

func (*HumanAnnotationConfig) GetQuestionDuration 

func (x *HumanAnnotationConfig) GetQuestionDuration() *durationpb.Duration

func (*HumanAnnotationConfig) GetReplicaCount 

func (x *HumanAnnotationConfig) GetReplicaCount() int32

func (*HumanAnnotationConfig) GetUserEmailAddress 

func (x *HumanAnnotationConfig) GetUserEmailAddress() string

func (*HumanAnnotationConfig) ProtoMessage 

func (*HumanAnnotationConfig) ProtoMessage()

func (*HumanAnnotationConfig) ProtoReflect 

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

func (*HumanAnnotationConfig) Reset 

func (x *HumanAnnotationConfig) Reset()

func (*HumanAnnotationConfig) String 

func (x *HumanAnnotationConfig) String() string

type ImageBoundingPolyAnnotation 

type ImageBoundingPolyAnnotation struct {

	// The region of the polygon. If it is a bounding box, it is guaranteed to be
	// four points.
	//
	// Types that are assignable to BoundedArea:
	//	*ImageBoundingPolyAnnotation_BoundingPoly
	//	*ImageBoundingPolyAnnotation_NormalizedBoundingPoly
	BoundedArea isImageBoundingPolyAnnotation_BoundedArea `protobuf_oneof:"bounded_area"`
	// Label of object in this bounding polygon.
	AnnotationSpec *AnnotationSpec `protobuf:"bytes,1,opt,name=annotation_spec,json=annotationSpec,proto3" json:"annotation_spec,omitempty"`
	// contains filtered or unexported fields
}

Image bounding poly annotation. It represents a polygon including bounding box in the image.

func (*ImageBoundingPolyAnnotation) Descriptor deprecated 

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

Deprecated: Use ImageBoundingPolyAnnotation.ProtoReflect.Descriptor instead.

func (*ImageBoundingPolyAnnotation) GetAnnotationSpec 

func (x *ImageBoundingPolyAnnotation) GetAnnotationSpec() *AnnotationSpec

func (*ImageBoundingPolyAnnotation) GetBoundedArea 

func (m *ImageBoundingPolyAnnotation) GetBoundedArea() isImageBoundingPolyAnnotation_BoundedArea

func (*ImageBoundingPolyAnnotation) GetBoundingPoly 

func (x *ImageBoundingPolyAnnotation) GetBoundingPoly() *BoundingPoly

func (*ImageBoundingPolyAnnotation) GetNormalizedBoundingPoly 

func (x *ImageBoundingPolyAnnotation) GetNormalizedBoundingPoly() *NormalizedBoundingPoly

func (*ImageBoundingPolyAnnotation) ProtoMessage 

func (*ImageBoundingPolyAnnotation) ProtoMessage()

func (*ImageBoundingPolyAnnotation) ProtoReflect 

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

func (*ImageBoundingPolyAnnotation) Reset 

func (x *ImageBoundingPolyAnnotation) Reset()

func (*ImageBoundingPolyAnnotation) String 

func (x *ImageBoundingPolyAnnotation) String() string

type ImageBoundingPolyAnnotation_BoundingPoly 

type ImageBoundingPolyAnnotation_BoundingPoly struct {
	BoundingPoly *BoundingPoly `protobuf:"bytes,2,opt,name=bounding_poly,json=boundingPoly,proto3,oneof"`
}

type ImageBoundingPolyAnnotation_NormalizedBoundingPoly 

type ImageBoundingPolyAnnotation_NormalizedBoundingPoly struct {
	NormalizedBoundingPoly *NormalizedBoundingPoly `protobuf:"bytes,3,opt,name=normalized_bounding_poly,json=normalizedBoundingPoly,proto3,oneof"`
}

type ImageClassificationAnnotation 

type ImageClassificationAnnotation struct {

	// Label of image.
	AnnotationSpec *AnnotationSpec `protobuf:"bytes,1,opt,name=annotation_spec,json=annotationSpec,proto3" json:"annotation_spec,omitempty"`
	// contains filtered or unexported fields
}

Image classification annotation definition.

func (*ImageClassificationAnnotation) Descriptor deprecated 

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

Deprecated: Use ImageClassificationAnnotation.ProtoReflect.Descriptor instead.

func (*ImageClassificationAnnotation) GetAnnotationSpec 

func (x *ImageClassificationAnnotation) GetAnnotationSpec() *AnnotationSpec

func (*ImageClassificationAnnotation) ProtoMessage 

func (*ImageClassificationAnnotation) ProtoMessage()

func (*ImageClassificationAnnotation) ProtoReflect 

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

func (*ImageClassificationAnnotation) Reset 

func (x *ImageClassificationAnnotation) Reset()

func (*ImageClassificationAnnotation) String 

func (x *ImageClassificationAnnotation) String() string

type ImageClassificationConfig 

type ImageClassificationConfig struct {

	// Required. Annotation spec set resource name.
	AnnotationSpecSet string `protobuf:"bytes,1,opt,name=annotation_spec_set,json=annotationSpecSet,proto3" json:"annotation_spec_set,omitempty"`
	// Optional. If allow_multi_label is true, contributors are able to choose
	// multiple labels for one image.
	AllowMultiLabel bool `protobuf:"varint,2,opt,name=allow_multi_label,json=allowMultiLabel,proto3" json:"allow_multi_label,omitempty"`
	// Optional. The type of how to aggregate answers.
	AnswerAggregationType StringAggregationType `` /* 188-byte string literal not displayed */
	// contains filtered or unexported fields
}

Config for image classification human labeling task.

func (*ImageClassificationConfig) Descriptor deprecated 

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

Deprecated: Use ImageClassificationConfig.ProtoReflect.Descriptor instead.

func (*ImageClassificationConfig) GetAllowMultiLabel 

func (x *ImageClassificationConfig) GetAllowMultiLabel() bool

func (*ImageClassificationConfig) GetAnnotationSpecSet 

func (x *ImageClassificationConfig) GetAnnotationSpecSet() string

func (*ImageClassificationConfig) GetAnswerAggregationType 

func (x *ImageClassificationConfig) GetAnswerAggregationType() StringAggregationType

func (*ImageClassificationConfig) ProtoMessage 

func (*ImageClassificationConfig) ProtoMessage()

func (*ImageClassificationConfig) ProtoReflect 

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

func (*ImageClassificationConfig) Reset 

func (x *ImageClassificationConfig) Reset()

func (*ImageClassificationConfig) String 

func (x *ImageClassificationConfig) String() string

type ImagePayload 

type ImagePayload struct {

	// Image format.
	MimeType string `protobuf:"bytes,1,opt,name=mime_type,json=mimeType,proto3" json:"mime_type,omitempty"`
	// A byte string of a thumbnail image.
	ImageThumbnail []byte `protobuf:"bytes,2,opt,name=image_thumbnail,json=imageThumbnail,proto3" json:"image_thumbnail,omitempty"`
	// Image uri from the user bucket.
	ImageUri string `protobuf:"bytes,3,opt,name=image_uri,json=imageUri,proto3" json:"image_uri,omitempty"`
	// Signed uri of the image file in the service bucket.
	SignedUri string `protobuf:"bytes,4,opt,name=signed_uri,json=signedUri,proto3" json:"signed_uri,omitempty"`
	// contains filtered or unexported fields
}

Container of information about an image.

func (*ImagePayload) Descriptor deprecated 

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

Deprecated: Use ImagePayload.ProtoReflect.Descriptor instead.

func (*ImagePayload) GetImageThumbnail 

func (x *ImagePayload) GetImageThumbnail() []byte

func (*ImagePayload) GetImageUri 

func (x *ImagePayload) GetImageUri() string

func (*ImagePayload) GetMimeType 

func (x *ImagePayload) GetMimeType() string

func (*ImagePayload) GetSignedUri 

func (x *ImagePayload) GetSignedUri() string

func (*ImagePayload) ProtoMessage 

func (*ImagePayload) ProtoMessage()

func (*ImagePayload) ProtoReflect 

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

func (*ImagePayload) Reset 

func (x *ImagePayload) Reset()

func (*ImagePayload) String 

func (x *ImagePayload) String() string

type ImagePolylineAnnotation 

type ImagePolylineAnnotation struct {

	// Types that are assignable to Poly:
	//	*ImagePolylineAnnotation_Polyline
	//	*ImagePolylineAnnotation_NormalizedPolyline
	Poly isImagePolylineAnnotation_Poly `protobuf_oneof:"poly"`
	// Label of this polyline.
	AnnotationSpec *AnnotationSpec `protobuf:"bytes,1,opt,name=annotation_spec,json=annotationSpec,proto3" json:"annotation_spec,omitempty"`
	// contains filtered or unexported fields
}

A polyline for the image annotation.

func (*ImagePolylineAnnotation) Descriptor deprecated 

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

Deprecated: Use ImagePolylineAnnotation.ProtoReflect.Descriptor instead.

func (*ImagePolylineAnnotation) GetAnnotationSpec 

func (x *ImagePolylineAnnotation) GetAnnotationSpec() *AnnotationSpec

func (*ImagePolylineAnnotation) GetNormalizedPolyline 

func (x *ImagePolylineAnnotation) GetNormalizedPolyline() *NormalizedPolyline

func (*ImagePolylineAnnotation) GetPoly 

func (m *ImagePolylineAnnotation) GetPoly() isImagePolylineAnnotation_Poly

func (*ImagePolylineAnnotation) GetPolyline 

func (x *ImagePolylineAnnotation) GetPolyline() *Polyline

func (*ImagePolylineAnnotation) ProtoMessage 

func (*ImagePolylineAnnotation) ProtoMessage()

func (*ImagePolylineAnnotation) ProtoReflect 

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

func (*ImagePolylineAnnotation) Reset 

func (x *ImagePolylineAnnotation) Reset()

func (*ImagePolylineAnnotation) String 

func (x *ImagePolylineAnnotation) String() string

type ImagePolylineAnnotation_NormalizedPolyline 

type ImagePolylineAnnotation_NormalizedPolyline struct {
	NormalizedPolyline *NormalizedPolyline `protobuf:"bytes,3,opt,name=normalized_polyline,json=normalizedPolyline,proto3,oneof"`
}

type ImagePolylineAnnotation_Polyline 

type ImagePolylineAnnotation_Polyline struct {
	Polyline *Polyline `protobuf:"bytes,2,opt,name=polyline,proto3,oneof"`
}

type ImageSegmentationAnnotation 

type ImageSegmentationAnnotation struct {

	// The mapping between rgb color and annotation spec. The key is the rgb
	// color represented in format of rgb(0, 0, 0). The value is the
	// AnnotationSpec.
	AnnotationColors map[string]*AnnotationSpec `` /* 197-byte string literal not displayed */
	// Image format.
	MimeType string `protobuf:"bytes,2,opt,name=mime_type,json=mimeType,proto3" json:"mime_type,omitempty"`
	// A byte string of a full image's color map.
	ImageBytes []byte `protobuf:"bytes,3,opt,name=image_bytes,json=imageBytes,proto3" json:"image_bytes,omitempty"`
	// contains filtered or unexported fields
}

Image segmentation annotation.

func (*ImageSegmentationAnnotation) Descriptor deprecated 

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

Deprecated: Use ImageSegmentationAnnotation.ProtoReflect.Descriptor instead.

func (*ImageSegmentationAnnotation) GetAnnotationColors 

func (x *ImageSegmentationAnnotation) GetAnnotationColors() map[string]*AnnotationSpec

func (*ImageSegmentationAnnotation) GetImageBytes 

func (x *ImageSegmentationAnnotation) GetImageBytes() []byte

func (*ImageSegmentationAnnotation) GetMimeType 

func (x *ImageSegmentationAnnotation) GetMimeType() string

func (*ImageSegmentationAnnotation) ProtoMessage 

func (*ImageSegmentationAnnotation) ProtoMessage()

func (*ImageSegmentationAnnotation) ProtoReflect 

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

func (*ImageSegmentationAnnotation) Reset 

func (x *ImageSegmentationAnnotation) Reset()

func (*ImageSegmentationAnnotation) String 

func (x *ImageSegmentationAnnotation) String() string

type ImportDataOperationMetadata 

type ImportDataOperationMetadata struct {

	// Output only. The name of imported dataset.
	// "projects/*/datasets/*"
	Dataset string `protobuf:"bytes,1,opt,name=dataset,proto3" json:"dataset,omitempty"`
	// Output only. Partial failures encountered.
	// E.g. single files that couldn't be read.
	// Status details field will contain standard GCP error details.
	PartialFailures []*status.Status `protobuf:"bytes,2,rep,name=partial_failures,json=partialFailures,proto3" json:"partial_failures,omitempty"`
	// Output only. Timestamp when import dataset request was created.
	CreateTime *timestamppb.Timestamp `protobuf:"bytes,3,opt,name=create_time,json=createTime,proto3" json:"create_time,omitempty"`
	// contains filtered or unexported fields
}

Metadata of an ImportData operation.

func (*ImportDataOperationMetadata) Descriptor deprecated 

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

Deprecated: Use ImportDataOperationMetadata.ProtoReflect.Descriptor instead.

func (*ImportDataOperationMetadata) GetCreateTime 

func (x *ImportDataOperationMetadata) GetCreateTime() *timestamppb.Timestamp

func (*ImportDataOperationMetadata) GetDataset 

func (x *ImportDataOperationMetadata) GetDataset() string

func (*ImportDataOperationMetadata) GetPartialFailures 

func (x *ImportDataOperationMetadata) GetPartialFailures() []*status.Status

func (*ImportDataOperationMetadata) ProtoMessage 

func (*ImportDataOperationMetadata) ProtoMessage()

func (*ImportDataOperationMetadata) ProtoReflect 

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

func (*ImportDataOperationMetadata) Reset 

func (x *ImportDataOperationMetadata) Reset()

func (*ImportDataOperationMetadata) String 

func (x *ImportDataOperationMetadata) String() string

type ImportDataOperationResponse 

type ImportDataOperationResponse struct {

	// Ouptut only. The name of imported dataset.
	Dataset string `protobuf:"bytes,1,opt,name=dataset,proto3" json:"dataset,omitempty"`
	// Output only. Total number of examples requested to import
	TotalCount int32 `protobuf:"varint,2,opt,name=total_count,json=totalCount,proto3" json:"total_count,omitempty"`
	// Output only. Number of examples imported successfully.
	ImportCount int32 `protobuf:"varint,3,opt,name=import_count,json=importCount,proto3" json:"import_count,omitempty"`
	// contains filtered or unexported fields
}

Response used for ImportData longrunning operation.

func (*ImportDataOperationResponse) Descriptor deprecated 

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

Deprecated: Use ImportDataOperationResponse.ProtoReflect.Descriptor instead.

func (*ImportDataOperationResponse) GetDataset 

func (x *ImportDataOperationResponse) GetDataset() string

func (*ImportDataOperationResponse) GetImportCount 

func (x *ImportDataOperationResponse) GetImportCount() int32

func (*ImportDataOperationResponse) GetTotalCount 

func (x *ImportDataOperationResponse) GetTotalCount() int32

func (*ImportDataOperationResponse) ProtoMessage 

func (*ImportDataOperationResponse) ProtoMessage()

func (*ImportDataOperationResponse) ProtoReflect 

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

func (*ImportDataOperationResponse) Reset 

func (x *ImportDataOperationResponse) Reset()

func (*ImportDataOperationResponse) String 

func (x *ImportDataOperationResponse) String() string

type ImportDataRequest 

type ImportDataRequest struct {

	// Required. Dataset resource name, format:
	// projects/{project_id}/datasets/{dataset_id}
	Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"`
	// Required. Specify the input source of the data.
	InputConfig *InputConfig `protobuf:"bytes,2,opt,name=input_config,json=inputConfig,proto3" json:"input_config,omitempty"`
	// Email of the user who started the import task and should be notified by
	// email. If empty no notification will be sent.
	UserEmailAddress string `protobuf:"bytes,3,opt,name=user_email_address,json=userEmailAddress,proto3" json:"user_email_address,omitempty"`
	// contains filtered or unexported fields
}

Request message for ImportData API.

func (*ImportDataRequest) Descriptor deprecated 

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

Deprecated: Use ImportDataRequest.ProtoReflect.Descriptor instead.

func (*ImportDataRequest) GetInputConfig 

func (x *ImportDataRequest) GetInputConfig() *InputConfig

func (*ImportDataRequest) GetName 

func (x *ImportDataRequest) GetName() string

func (*ImportDataRequest) GetUserEmailAddress 

func (x *ImportDataRequest) GetUserEmailAddress() string

func (*ImportDataRequest) ProtoMessage 

func (*ImportDataRequest) ProtoMessage()

func (*ImportDataRequest) ProtoReflect 

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

func (*ImportDataRequest) Reset 

func (x *ImportDataRequest) Reset()

func (*ImportDataRequest) String 

func (x *ImportDataRequest) String() string

type InputConfig 

type InputConfig struct {

	// Optional. The metadata associated with each data type.
	//
	// Types that are assignable to DataTypeMetadata:
	//	*InputConfig_TextMetadata
	DataTypeMetadata isInputConfig_DataTypeMetadata `protobuf_oneof:"data_type_metadata"`
	// Required. Where the data is from.
	//
	// Types that are assignable to Source:
	//	*InputConfig_GcsSource
	//	*InputConfig_BigquerySource
	Source isInputConfig_Source `protobuf_oneof:"source"`
	// Required. Data type must be specifed when user tries to import data.
	DataType DataType `` /* 134-byte string literal not displayed */
	// Optional. The type of annotation to be performed on this data. You must
	// specify this field if you are using this InputConfig in an
	// [EvaluationJob][google.cloud.datalabeling.v1beta1.EvaluationJob].
	AnnotationType AnnotationType `` /* 158-byte string literal not displayed */
	// Optional. Metadata about annotations for the input. You must specify this
	// field if you are using this InputConfig in an [EvaluationJob][google.cloud.datalabeling.v1beta1.EvaluationJob] for a
	// model version that performs classification.
	ClassificationMetadata *ClassificationMetadata `` /* 127-byte string literal not displayed */
	// contains filtered or unexported fields
}

The configuration of input data, including data type, location, etc.

func (*InputConfig) Descriptor deprecated 

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

Deprecated: Use InputConfig.ProtoReflect.Descriptor instead.

func (*InputConfig) GetAnnotationType 

func (x *InputConfig) GetAnnotationType() AnnotationType

func (*InputConfig) GetBigquerySource 

func (x *InputConfig) GetBigquerySource() *BigQuerySource

func (*InputConfig) GetClassificationMetadata 

func (x *InputConfig) GetClassificationMetadata() *ClassificationMetadata

func (*InputConfig) GetDataType 

func (x *InputConfig) GetDataType() DataType

func (*InputConfig) GetDataTypeMetadata 

func (m *InputConfig) GetDataTypeMetadata() isInputConfig_DataTypeMetadata

func (*InputConfig) GetGcsSource 

func (x *InputConfig) GetGcsSource() *GcsSource

func (*InputConfig) GetSource 

func (m *InputConfig) GetSource() isInputConfig_Source

func (*InputConfig) GetTextMetadata 

func (x *InputConfig) GetTextMetadata() *TextMetadata

func (*InputConfig) ProtoMessage 

func (*InputConfig) ProtoMessage()

func (*InputConfig) ProtoReflect 

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

func (*InputConfig) Reset 

func (x *InputConfig) Reset()

func (*InputConfig) String 

func (x *InputConfig) String() string

type InputConfig_BigquerySource 

type InputConfig_BigquerySource struct {
	// Source located in BigQuery. You must specify this field if you are using
	// this InputConfig in an [EvaluationJob][google.cloud.datalabeling.v1beta1.EvaluationJob].
	BigquerySource *BigQuerySource `protobuf:"bytes,5,opt,name=bigquery_source,json=bigquerySource,proto3,oneof"`
}

type InputConfig_GcsSource 

type InputConfig_GcsSource struct {
	// Source located in Cloud Storage.
	GcsSource *GcsSource `protobuf:"bytes,2,opt,name=gcs_source,json=gcsSource,proto3,oneof"`
}

type InputConfig_TextMetadata 

type InputConfig_TextMetadata struct {
	// Required for text import, as language code must be specified.
	TextMetadata *TextMetadata `protobuf:"bytes,6,opt,name=text_metadata,json=textMetadata,proto3,oneof"`
}

type Instruction 

type Instruction struct {

	// Output only. Instruction resource name, format:
	// projects/{project_id}/instructions/{instruction_id}
	Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"`
	// Required. The display name of the instruction. Maximum of 64 characters.
	DisplayName string `protobuf:"bytes,2,opt,name=display_name,json=displayName,proto3" json:"display_name,omitempty"`
	// Optional. User-provided description of the instruction.
	// The description can be up to 10000 characters long.
	Description string `protobuf:"bytes,3,opt,name=description,proto3" json:"description,omitempty"`
	// Output only. Creation time of instruction.
	CreateTime *timestamppb.Timestamp `protobuf:"bytes,4,opt,name=create_time,json=createTime,proto3" json:"create_time,omitempty"`
	// Output only. Last update time of instruction.
	UpdateTime *timestamppb.Timestamp `protobuf:"bytes,5,opt,name=update_time,json=updateTime,proto3" json:"update_time,omitempty"`
	// Required. The data type of this instruction.
	DataType DataType `` /* 134-byte string literal not displayed */
	// Deprecated: this instruction format is not supported any more.
	// Instruction from a CSV file, such as for classification task.
	// The CSV file should have exact two columns, in the following format:
	//
	// * The first column is labeled data, such as an image reference, text.
	// * The second column is comma separated labels associated with data.
	//
	// Deprecated: Do not use.
	CsvInstruction *CsvInstruction `protobuf:"bytes,7,opt,name=csv_instruction,json=csvInstruction,proto3" json:"csv_instruction,omitempty"`
	// Instruction from a PDF document. The PDF should be in a Cloud Storage
	// bucket.
	PdfInstruction *PdfInstruction `protobuf:"bytes,9,opt,name=pdf_instruction,json=pdfInstruction,proto3" json:"pdf_instruction,omitempty"`
	// Output only. The names of any related resources that are blocking changes
	// to the instruction.
	BlockingResources []string `protobuf:"bytes,10,rep,name=blocking_resources,json=blockingResources,proto3" json:"blocking_resources,omitempty"`
	// contains filtered or unexported fields
}

Instruction of how to perform the labeling task for human operators. Currently only PDF instruction is supported.

func (*Instruction) Descriptor deprecated 

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

Deprecated: Use Instruction.ProtoReflect.Descriptor instead.

func (*Instruction) GetBlockingResources 

func (x *Instruction) GetBlockingResources() []string

func (*Instruction) GetCreateTime 

func (x *Instruction) GetCreateTime() *timestamppb.Timestamp

func (*Instruction) GetCsvInstruction deprecated 

func (x *Instruction) GetCsvInstruction() *CsvInstruction

Deprecated: Do not use.

func (*Instruction) GetDataType 

func (x *Instruction) GetDataType() DataType

func (*Instruction) GetDescription 

func (x *Instruction) GetDescription() string

func (*Instruction) GetDisplayName 

func (x *Instruction) GetDisplayName() string

func (*Instruction) GetName 

func (x *Instruction) GetName() string

func (*Instruction) GetPdfInstruction 

func (x *Instruction) GetPdfInstruction() *PdfInstruction

func (*Instruction) GetUpdateTime 

func (x *Instruction) GetUpdateTime() *timestamppb.Timestamp

func (*Instruction) ProtoMessage 

func (*Instruction) ProtoMessage()

func (*Instruction) ProtoReflect 

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

func (*Instruction) Reset 

func (x *Instruction) Reset()

func (*Instruction) String 

func (x *Instruction) String() string

type LabelImageBoundingBoxOperationMetadata 

type LabelImageBoundingBoxOperationMetadata struct {

	// Basic human annotation config used in labeling request.
	BasicConfig *HumanAnnotationConfig `protobuf:"bytes,1,opt,name=basic_config,json=basicConfig,proto3" json:"basic_config,omitempty"`
	// contains filtered or unexported fields
}

Details of a LabelImageBoundingBox operation metadata.

func (*LabelImageBoundingBoxOperationMetadata) Descriptor deprecated 

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

Deprecated: Use LabelImageBoundingBoxOperationMetadata.ProtoReflect.Descriptor instead.

func (*LabelImageBoundingBoxOperationMetadata) GetBasicConfig 

func (x *LabelImageBoundingBoxOperationMetadata) GetBasicConfig() *HumanAnnotationConfig

func (*LabelImageBoundingBoxOperationMetadata) ProtoMessage 

func (*LabelImageBoundingBoxOperationMetadata) ProtoMessage()

func (*LabelImageBoundingBoxOperationMetadata) ProtoReflect 

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

func (*LabelImageBoundingBoxOperationMetadata) Reset 

func (x *LabelImageBoundingBoxOperationMetadata) Reset()

func (*LabelImageBoundingBoxOperationMetadata) String 

func (x *LabelImageBoundingBoxOperationMetadata) String() string

type LabelImageBoundingPolyOperationMetadata 

type LabelImageBoundingPolyOperationMetadata struct {

	// Basic human annotation config used in labeling request.
	BasicConfig *HumanAnnotationConfig `protobuf:"bytes,1,opt,name=basic_config,json=basicConfig,proto3" json:"basic_config,omitempty"`
	// contains filtered or unexported fields
}

Details of LabelImageBoundingPoly operation metadata.

func (*LabelImageBoundingPolyOperationMetadata) Descriptor deprecated 

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

Deprecated: Use LabelImageBoundingPolyOperationMetadata.ProtoReflect.Descriptor instead.

func (*LabelImageBoundingPolyOperationMetadata) GetBasicConfig 

func (x *LabelImageBoundingPolyOperationMetadata) GetBasicConfig() *HumanAnnotationConfig

func (*LabelImageBoundingPolyOperationMetadata) ProtoMessage 

func (*LabelImageBoundingPolyOperationMetadata) ProtoMessage()

func (*LabelImageBoundingPolyOperationMetadata) ProtoReflect 

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

func (*LabelImageBoundingPolyOperationMetadata) Reset 

func (x *LabelImageBoundingPolyOperationMetadata) Reset()

func (*LabelImageBoundingPolyOperationMetadata) String 

func (x *LabelImageBoundingPolyOperationMetadata) String() string

type LabelImageClassificationOperationMetadata 

type LabelImageClassificationOperationMetadata struct {

	// Basic human annotation config used in labeling request.
	BasicConfig *HumanAnnotationConfig `protobuf:"bytes,1,opt,name=basic_config,json=basicConfig,proto3" json:"basic_config,omitempty"`
	// contains filtered or unexported fields
}

Metadata of a LabelImageClassification operation.

func (*LabelImageClassificationOperationMetadata) Descriptor deprecated 

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

Deprecated: Use LabelImageClassificationOperationMetadata.ProtoReflect.Descriptor instead.

func (*LabelImageClassificationOperationMetadata) GetBasicConfig 

func (x *LabelImageClassificationOperationMetadata) GetBasicConfig() *HumanAnnotationConfig

func (*LabelImageClassificationOperationMetadata) ProtoMessage 

func (*LabelImageClassificationOperationMetadata) ProtoMessage()

func (*LabelImageClassificationOperationMetadata) ProtoReflect 

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

func (*LabelImageClassificationOperationMetadata) Reset 

func (x *LabelImageClassificationOperationMetadata) Reset()

func (*LabelImageClassificationOperationMetadata) String 

func (x *LabelImageClassificationOperationMetadata) String() string

type LabelImageOrientedBoundingBoxOperationMetadata 

type LabelImageOrientedBoundingBoxOperationMetadata struct {

	// Basic human annotation config.
	BasicConfig *HumanAnnotationConfig `protobuf:"bytes,1,opt,name=basic_config,json=basicConfig,proto3" json:"basic_config,omitempty"`
	// contains filtered or unexported fields
}

Details of a LabelImageOrientedBoundingBox operation metadata.

func (*LabelImageOrientedBoundingBoxOperationMetadata) Descriptor deprecated 

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

Deprecated: Use LabelImageOrientedBoundingBoxOperationMetadata.ProtoReflect.Descriptor instead.

func (*LabelImageOrientedBoundingBoxOperationMetadata) GetBasicConfig 

func (x *LabelImageOrientedBoundingBoxOperationMetadata) GetBasicConfig() *HumanAnnotationConfig

func (*LabelImageOrientedBoundingBoxOperationMetadata) ProtoMessage 

func (*LabelImageOrientedBoundingBoxOperationMetadata) ProtoMessage()

func (*LabelImageOrientedBoundingBoxOperationMetadata) ProtoReflect 

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

func (*LabelImageOrientedBoundingBoxOperationMetadata) Reset 

func (x *LabelImageOrientedBoundingBoxOperationMetadata) Reset()

func (*LabelImageOrientedBoundingBoxOperationMetadata) String 

func (x *LabelImageOrientedBoundingBoxOperationMetadata) String() string

type LabelImagePolylineOperationMetadata 

type LabelImagePolylineOperationMetadata struct {

	// Basic human annotation config used in labeling request.
	BasicConfig *HumanAnnotationConfig `protobuf:"bytes,1,opt,name=basic_config,json=basicConfig,proto3" json:"basic_config,omitempty"`
	// contains filtered or unexported fields
}

Details of LabelImagePolyline operation metadata.

func (*LabelImagePolylineOperationMetadata) Descriptor deprecated 

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

Deprecated: Use LabelImagePolylineOperationMetadata.ProtoReflect.Descriptor instead.

func (*LabelImagePolylineOperationMetadata) GetBasicConfig 

func (x *LabelImagePolylineOperationMetadata) GetBasicConfig() *HumanAnnotationConfig

func (*LabelImagePolylineOperationMetadata) ProtoMessage 

func (*LabelImagePolylineOperationMetadata) ProtoMessage()

func (*LabelImagePolylineOperationMetadata) ProtoReflect 

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

func (*LabelImagePolylineOperationMetadata) Reset 

func (x *LabelImagePolylineOperationMetadata) Reset()

func (*LabelImagePolylineOperationMetadata) String 

func (x *LabelImagePolylineOperationMetadata) String() string

type LabelImageRequest 

type LabelImageRequest struct {

	// Required. Config for labeling tasks. The type of request config must
	// match the selected feature.
	//
	// Types that are assignable to RequestConfig:
	//	*LabelImageRequest_ImageClassificationConfig
	//	*LabelImageRequest_BoundingPolyConfig
	//	*LabelImageRequest_PolylineConfig
	//	*LabelImageRequest_SegmentationConfig
	RequestConfig isLabelImageRequest_RequestConfig `protobuf_oneof:"request_config"`
	// Required. Name of the dataset to request labeling task, format:
	// projects/{project_id}/datasets/{dataset_id}
	Parent string `protobuf:"bytes,1,opt,name=parent,proto3" json:"parent,omitempty"`
	// Required. Basic human annotation config.
	BasicConfig *HumanAnnotationConfig `protobuf:"bytes,2,opt,name=basic_config,json=basicConfig,proto3" json:"basic_config,omitempty"`
	// Required. The type of image labeling task.
	Feature LabelImageRequest_Feature `` /* 133-byte string literal not displayed */
	// contains filtered or unexported fields
}

Request message for starting an image labeling task.

func (*LabelImageRequest) Descriptor deprecated 

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

Deprecated: Use LabelImageRequest.ProtoReflect.Descriptor instead.

func (*LabelImageRequest) GetBasicConfig 

func (x *LabelImageRequest) GetBasicConfig() *HumanAnnotationConfig

func (*LabelImageRequest) GetBoundingPolyConfig 

func (x *LabelImageRequest) GetBoundingPolyConfig() *BoundingPolyConfig

func (*LabelImageRequest) GetFeature 

func (x *LabelImageRequest) GetFeature() LabelImageRequest_Feature

func (*LabelImageRequest) GetImageClassificationConfig 

func (x *LabelImageRequest) GetImageClassificationConfig() *ImageClassificationConfig

func (*LabelImageRequest) GetParent 

func (x *LabelImageRequest) GetParent() string

func (*LabelImageRequest) GetPolylineConfig 

func (x *LabelImageRequest) GetPolylineConfig() *PolylineConfig

func (*LabelImageRequest) GetRequestConfig 

func (m *LabelImageRequest) GetRequestConfig() isLabelImageRequest_RequestConfig

func (*LabelImageRequest) GetSegmentationConfig 

func (x *LabelImageRequest) GetSegmentationConfig() *SegmentationConfig

func (*LabelImageRequest) ProtoMessage 

func (*LabelImageRequest) ProtoMessage()

func (*LabelImageRequest) ProtoReflect 

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

func (*LabelImageRequest) Reset 

func (x *LabelImageRequest) Reset()

func (*LabelImageRequest) String 

func (x *LabelImageRequest) String() string

type LabelImageRequest_BoundingPolyConfig 

type LabelImageRequest_BoundingPolyConfig struct {
	// Configuration for bounding box and bounding poly task.
	// One of image_classification_config, bounding_poly_config,
	// polyline_config and segmentation_config are required.
	BoundingPolyConfig *BoundingPolyConfig `protobuf:"bytes,5,opt,name=bounding_poly_config,json=boundingPolyConfig,proto3,oneof"`
}

type LabelImageRequest_Feature 

type LabelImageRequest_Feature int32

Image labeling task feature. 

const (
	LabelImageRequest_FEATURE_UNSPECIFIED LabelImageRequest_Feature = 0
	// Label whole image with one or more of labels.
	LabelImageRequest_CLASSIFICATION LabelImageRequest_Feature = 1
	// Label image with bounding boxes for labels.
	LabelImageRequest_BOUNDING_BOX LabelImageRequest_Feature = 2
	// Label oriented bounding box. The box does not have to be parallel to
	// horizontal line.
	LabelImageRequest_ORIENTED_BOUNDING_BOX LabelImageRequest_Feature = 6
	// Label images with bounding poly. A bounding poly is a plane figure that
	// is bounded by a finite chain of straight line segments closing in a loop.
	LabelImageRequest_BOUNDING_POLY LabelImageRequest_Feature = 3
	// Label images with polyline. Polyline is formed by connected line segments
	// which are not in closed form.
	LabelImageRequest_POLYLINE LabelImageRequest_Feature = 4
	// Label images with segmentation. Segmentation is different from bounding
	// poly since it is more fine-grained, pixel level annotation.
	LabelImageRequest_SEGMENTATION LabelImageRequest_Feature = 5
)

func (LabelImageRequest_Feature) Descriptor 

func (LabelImageRequest_Feature) Descriptor() protoreflect.EnumDescriptor

func (LabelImageRequest_Feature) Enum 

func (x LabelImageRequest_Feature) Enum() *LabelImageRequest_Feature

func (LabelImageRequest_Feature) EnumDescriptor deprecated 

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

Deprecated: Use LabelImageRequest_Feature.Descriptor instead.

func (LabelImageRequest_Feature) Number 

func (x LabelImageRequest_Feature) Number() protoreflect.EnumNumber

func (LabelImageRequest_Feature) String 

func (x LabelImageRequest_Feature) String() string

func (LabelImageRequest_Feature) Type 

func (LabelImageRequest_Feature) Type() protoreflect.EnumType

type LabelImageRequest_ImageClassificationConfig 

type LabelImageRequest_ImageClassificationConfig struct {
	// Configuration for image classification task.
	// One of image_classification_config, bounding_poly_config,
	// polyline_config and segmentation_config are required.
	ImageClassificationConfig *ImageClassificationConfig `protobuf:"bytes,4,opt,name=image_classification_config,json=imageClassificationConfig,proto3,oneof"`
}

type LabelImageRequest_PolylineConfig 

type LabelImageRequest_PolylineConfig struct {
	// Configuration for polyline task.
	// One of image_classification_config, bounding_poly_config,
	// polyline_config and segmentation_config are required.
	PolylineConfig *PolylineConfig `protobuf:"bytes,6,opt,name=polyline_config,json=polylineConfig,proto3,oneof"`
}

type LabelImageRequest_SegmentationConfig 

type LabelImageRequest_SegmentationConfig struct {
	// Configuration for segmentation task.
	// One of image_classification_config, bounding_poly_config,
	// polyline_config and segmentation_config are required.
	SegmentationConfig *SegmentationConfig `protobuf:"bytes,7,opt,name=segmentation_config,json=segmentationConfig,proto3,oneof"`
}

type LabelImageSegmentationOperationMetadata 

type LabelImageSegmentationOperationMetadata struct {

	// Basic human annotation config.
	BasicConfig *HumanAnnotationConfig `protobuf:"bytes,1,opt,name=basic_config,json=basicConfig,proto3" json:"basic_config,omitempty"`
	// contains filtered or unexported fields
}

Details of a LabelImageSegmentation operation metadata.

func (*LabelImageSegmentationOperationMetadata) Descriptor deprecated 

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

Deprecated: Use LabelImageSegmentationOperationMetadata.ProtoReflect.Descriptor instead.

func (*LabelImageSegmentationOperationMetadata) GetBasicConfig 

func (x *LabelImageSegmentationOperationMetadata) GetBasicConfig() *HumanAnnotationConfig

func (*LabelImageSegmentationOperationMetadata) ProtoMessage 

func (*LabelImageSegmentationOperationMetadata) ProtoMessage()

func (*LabelImageSegmentationOperationMetadata) ProtoReflect 

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

func (*LabelImageSegmentationOperationMetadata) Reset 

func (x *LabelImageSegmentationOperationMetadata) Reset()

func (*LabelImageSegmentationOperationMetadata) String 

func (x *LabelImageSegmentationOperationMetadata) String() string

type LabelOperationMetadata 

type LabelOperationMetadata struct {

	// Ouptut only. Details of specific label operation.
	//
	// Types that are assignable to Details:
	//	*LabelOperationMetadata_ImageClassificationDetails
	//	*LabelOperationMetadata_ImageBoundingBoxDetails
	//	*LabelOperationMetadata_ImageBoundingPolyDetails
	//	*LabelOperationMetadata_ImageOrientedBoundingBoxDetails
	//	*LabelOperationMetadata_ImagePolylineDetails
	//	*LabelOperationMetadata_ImageSegmentationDetails
	//	*LabelOperationMetadata_VideoClassificationDetails
	//	*LabelOperationMetadata_VideoObjectDetectionDetails
	//	*LabelOperationMetadata_VideoObjectTrackingDetails
	//	*LabelOperationMetadata_VideoEventDetails
	//	*LabelOperationMetadata_TextClassificationDetails
	//	*LabelOperationMetadata_TextEntityExtractionDetails
	Details isLabelOperationMetadata_Details `protobuf_oneof:"details"`
	// Output only. Progress of label operation. Range: [0, 100].
	ProgressPercent int32 `protobuf:"varint,1,opt,name=progress_percent,json=progressPercent,proto3" json:"progress_percent,omitempty"`
	// Output only. Partial failures encountered.
	// E.g. single files that couldn't be read.
	// Status details field will contain standard GCP error details.
	PartialFailures []*status.Status `protobuf:"bytes,2,rep,name=partial_failures,json=partialFailures,proto3" json:"partial_failures,omitempty"`
	// Output only. Timestamp when labeling request was created.
	CreateTime *timestamppb.Timestamp `protobuf:"bytes,16,opt,name=create_time,json=createTime,proto3" json:"create_time,omitempty"`
	// contains filtered or unexported fields
}

Metadata of a labeling operation, such as LabelImage or LabelVideo. Next tag: 20

func (*LabelOperationMetadata) Descriptor deprecated 

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

Deprecated: Use LabelOperationMetadata.ProtoReflect.Descriptor instead.

func (*LabelOperationMetadata) GetCreateTime 

func (x *LabelOperationMetadata) GetCreateTime() *timestamppb.Timestamp

func (*LabelOperationMetadata) GetDetails 

func (m *LabelOperationMetadata) GetDetails() isLabelOperationMetadata_Details

func (*LabelOperationMetadata) GetImageBoundingBoxDetails 

func (x *LabelOperationMetadata) GetImageBoundingBoxDetails() *LabelImageBoundingBoxOperationMetadata

func (*LabelOperationMetadata) GetImageBoundingPolyDetails 

func (x *LabelOperationMetadata) GetImageBoundingPolyDetails() *LabelImageBoundingPolyOperationMetadata

func (*LabelOperationMetadata) GetImageClassificationDetails 

func (x *LabelOperationMetadata) GetImageClassificationDetails() *LabelImageClassificationOperationMetadata

func (*LabelOperationMetadata) GetImageOrientedBoundingBoxDetails 

func (x *LabelOperationMetadata) GetImageOrientedBoundingBoxDetails() *LabelImageOrientedBoundingBoxOperationMetadata

func (*LabelOperationMetadata) GetImagePolylineDetails 

func (x *LabelOperationMetadata) GetImagePolylineDetails() *LabelImagePolylineOperationMetadata

func (*LabelOperationMetadata) GetImageSegmentationDetails 

func (x *LabelOperationMetadata) GetImageSegmentationDetails() *LabelImageSegmentationOperationMetadata

func (*LabelOperationMetadata) GetPartialFailures 

func (x *LabelOperationMetadata) GetPartialFailures() []*status.Status

func (*LabelOperationMetadata) GetProgressPercent 

func (x *LabelOperationMetadata) GetProgressPercent() int32

func (*LabelOperationMetadata) GetTextClassificationDetails 

func (x *LabelOperationMetadata) GetTextClassificationDetails() *LabelTextClassificationOperationMetadata

func (*LabelOperationMetadata) GetTextEntityExtractionDetails 

func (x *LabelOperationMetadata) GetTextEntityExtractionDetails() *LabelTextEntityExtractionOperationMetadata

func (*LabelOperationMetadata) GetVideoClassificationDetails 

func (x *LabelOperationMetadata) GetVideoClassificationDetails() *LabelVideoClassificationOperationMetadata

func (*LabelOperationMetadata) GetVideoEventDetails 

func (x *LabelOperationMetadata) GetVideoEventDetails() *LabelVideoEventOperationMetadata

func (*LabelOperationMetadata) GetVideoObjectDetectionDetails 

func (x *LabelOperationMetadata) GetVideoObjectDetectionDetails() *LabelVideoObjectDetectionOperationMetadata

func (*LabelOperationMetadata) GetVideoObjectTrackingDetails 

func (x *LabelOperationMetadata) GetVideoObjectTrackingDetails() *LabelVideoObjectTrackingOperationMetadata

func (*LabelOperationMetadata) ProtoMessage 

func (*LabelOperationMetadata) ProtoMessage()

func (*LabelOperationMetadata) ProtoReflect 

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

func (*LabelOperationMetadata) Reset 

func (x *LabelOperationMetadata) Reset()

func (*LabelOperationMetadata) String 

func (x *LabelOperationMetadata) String() string

type LabelOperationMetadata_ImageBoundingBoxDetails 

type LabelOperationMetadata_ImageBoundingBoxDetails struct {
	// Details of label image bounding box operation.
	ImageBoundingBoxDetails *LabelImageBoundingBoxOperationMetadata `protobuf:"bytes,4,opt,name=image_bounding_box_details,json=imageBoundingBoxDetails,proto3,oneof"`
}

type LabelOperationMetadata_ImageBoundingPolyDetails 

type LabelOperationMetadata_ImageBoundingPolyDetails struct {
	// Details of label image bounding poly operation.
	ImageBoundingPolyDetails *LabelImageBoundingPolyOperationMetadata `protobuf:"bytes,11,opt,name=image_bounding_poly_details,json=imageBoundingPolyDetails,proto3,oneof"`
}

type LabelOperationMetadata_ImageClassificationDetails 

type LabelOperationMetadata_ImageClassificationDetails struct {
	// Details of label image classification operation.
	ImageClassificationDetails *LabelImageClassificationOperationMetadata `protobuf:"bytes,3,opt,name=image_classification_details,json=imageClassificationDetails,proto3,oneof"`
}

type LabelOperationMetadata_ImageOrientedBoundingBoxDetails 

type LabelOperationMetadata_ImageOrientedBoundingBoxDetails struct {
	// Details of label image oriented bounding box operation.
	ImageOrientedBoundingBoxDetails *LabelImageOrientedBoundingBoxOperationMetadata `protobuf:"bytes,14,opt,name=image_oriented_bounding_box_details,json=imageOrientedBoundingBoxDetails,proto3,oneof"`
}

type LabelOperationMetadata_ImagePolylineDetails 

type LabelOperationMetadata_ImagePolylineDetails struct {
	// Details of label image polyline operation.
	ImagePolylineDetails *LabelImagePolylineOperationMetadata `protobuf:"bytes,12,opt,name=image_polyline_details,json=imagePolylineDetails,proto3,oneof"`
}

type LabelOperationMetadata_ImageSegmentationDetails 

type LabelOperationMetadata_ImageSegmentationDetails struct {
	// Details of label image segmentation operation.
	ImageSegmentationDetails *LabelImageSegmentationOperationMetadata `protobuf:"bytes,15,opt,name=image_segmentation_details,json=imageSegmentationDetails,proto3,oneof"`
}

type LabelOperationMetadata_TextClassificationDetails 

type LabelOperationMetadata_TextClassificationDetails struct {
	// Details of label text classification operation.
	TextClassificationDetails *LabelTextClassificationOperationMetadata `protobuf:"bytes,9,opt,name=text_classification_details,json=textClassificationDetails,proto3,oneof"`
}

type LabelOperationMetadata_TextEntityExtractionDetails 

type LabelOperationMetadata_TextEntityExtractionDetails struct {
	// Details of label text entity extraction operation.
	TextEntityExtractionDetails *LabelTextEntityExtractionOperationMetadata `protobuf:"bytes,13,opt,name=text_entity_extraction_details,json=textEntityExtractionDetails,proto3,oneof"`
}

type LabelOperationMetadata_VideoClassificationDetails 

type LabelOperationMetadata_VideoClassificationDetails struct {
	// Details of label video classification operation.
	VideoClassificationDetails *LabelVideoClassificationOperationMetadata `protobuf:"bytes,5,opt,name=video_classification_details,json=videoClassificationDetails,proto3,oneof"`
}

type LabelOperationMetadata_VideoEventDetails 

type LabelOperationMetadata_VideoEventDetails struct {
	// Details of label video event operation.
	VideoEventDetails *LabelVideoEventOperationMetadata `protobuf:"bytes,8,opt,name=video_event_details,json=videoEventDetails,proto3,oneof"`
}

type LabelOperationMetadata_VideoObjectDetectionDetails 

type LabelOperationMetadata_VideoObjectDetectionDetails struct {
	// Details of label video object detection operation.
	VideoObjectDetectionDetails *LabelVideoObjectDetectionOperationMetadata `protobuf:"bytes,6,opt,name=video_object_detection_details,json=videoObjectDetectionDetails,proto3,oneof"`
}

type LabelOperationMetadata_VideoObjectTrackingDetails 

type LabelOperationMetadata_VideoObjectTrackingDetails struct {
	// Details of label video object tracking operation.
	VideoObjectTrackingDetails *LabelVideoObjectTrackingOperationMetadata `protobuf:"bytes,7,opt,name=video_object_tracking_details,json=videoObjectTrackingDetails,proto3,oneof"`
}

type LabelStats 

type LabelStats struct {

	// Map of each annotation spec's example count. Key is the annotation spec
	// name and value is the number of examples for that annotation spec.
	// If the annotated dataset does not have annotation spec, the map will return
	// a pair where the key is empty string and value is the total number of
	// annotations.
	ExampleCount map[string]int64 `` /* 186-byte string literal not displayed */
	// contains filtered or unexported fields
}

Statistics about annotation specs.

func (*LabelStats) Descriptor deprecated 

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

Deprecated: Use LabelStats.ProtoReflect.Descriptor instead.

func (*LabelStats) GetExampleCount 

func (x *LabelStats) GetExampleCount() map[string]int64

func (*LabelStats) ProtoMessage 

func (*LabelStats) ProtoMessage()

func (*LabelStats) ProtoReflect 

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

func (*LabelStats) Reset 

func (x *LabelStats) Reset()

func (*LabelStats) String 

func (x *LabelStats) String() string

type LabelTextClassificationOperationMetadata 

type LabelTextClassificationOperationMetadata struct {

	// Basic human annotation config used in labeling request.
	BasicConfig *HumanAnnotationConfig `protobuf:"bytes,1,opt,name=basic_config,json=basicConfig,proto3" json:"basic_config,omitempty"`
	// contains filtered or unexported fields
}

Details of a LabelTextClassification operation metadata.

func (*LabelTextClassificationOperationMetadata) Descriptor deprecated 

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

Deprecated: Use LabelTextClassificationOperationMetadata.ProtoReflect.Descriptor instead.

func (*LabelTextClassificationOperationMetadata) GetBasicConfig 

func (x *LabelTextClassificationOperationMetadata) GetBasicConfig() *HumanAnnotationConfig

func (*LabelTextClassificationOperationMetadata) ProtoMessage 

func (*LabelTextClassificationOperationMetadata) ProtoMessage()

func (*LabelTextClassificationOperationMetadata) ProtoReflect 

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

func (*LabelTextClassificationOperationMetadata) Reset 

func (x *LabelTextClassificationOperationMetadata) Reset()

func (*LabelTextClassificationOperationMetadata) String 

func (x *LabelTextClassificationOperationMetadata) String() string

type LabelTextEntityExtractionOperationMetadata 

type LabelTextEntityExtractionOperationMetadata struct {

	// Basic human annotation config used in labeling request.
	BasicConfig *HumanAnnotationConfig `protobuf:"bytes,1,opt,name=basic_config,json=basicConfig,proto3" json:"basic_config,omitempty"`
	// contains filtered or unexported fields
}

Details of a LabelTextEntityExtraction operation metadata.

func (*LabelTextEntityExtractionOperationMetadata) Descriptor deprecated 

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

Deprecated: Use LabelTextEntityExtractionOperationMetadata.ProtoReflect.Descriptor instead.

func (*LabelTextEntityExtractionOperationMetadata) GetBasicConfig 

func (x *LabelTextEntityExtractionOperationMetadata) GetBasicConfig() *HumanAnnotationConfig

func (*LabelTextEntityExtractionOperationMetadata) ProtoMessage 

func (*LabelTextEntityExtractionOperationMetadata) ProtoMessage()

func (*LabelTextEntityExtractionOperationMetadata) ProtoReflect 

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

func (*LabelTextEntityExtractionOperationMetadata) Reset 

func (x *LabelTextEntityExtractionOperationMetadata) Reset()

func (*LabelTextEntityExtractionOperationMetadata) String 

func (x *LabelTextEntityExtractionOperationMetadata) String() string

type LabelTextRequest 

type LabelTextRequest struct {

	// Required. Config for labeling tasks. The type of request config must
	// match the selected feature.
	//
	// Types that are assignable to RequestConfig:
	//	*LabelTextRequest_TextClassificationConfig
	//	*LabelTextRequest_TextEntityExtractionConfig
	RequestConfig isLabelTextRequest_RequestConfig `protobuf_oneof:"request_config"`
	// Required. Name of the data set to request labeling task, format:
	// projects/{project_id}/datasets/{dataset_id}
	Parent string `protobuf:"bytes,1,opt,name=parent,proto3" json:"parent,omitempty"`
	// Required. Basic human annotation config.
	BasicConfig *HumanAnnotationConfig `protobuf:"bytes,2,opt,name=basic_config,json=basicConfig,proto3" json:"basic_config,omitempty"`
	// Required. The type of text labeling task.
	Feature LabelTextRequest_Feature `` /* 132-byte string literal not displayed */
	// contains filtered or unexported fields
}

Request message for LabelText.

func (*LabelTextRequest) Descriptor deprecated 

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

Deprecated: Use LabelTextRequest.ProtoReflect.Descriptor instead.

func (*LabelTextRequest) GetBasicConfig 

func (x *LabelTextRequest) GetBasicConfig() *HumanAnnotationConfig

func (*LabelTextRequest) GetFeature 

func (x *LabelTextRequest) GetFeature() LabelTextRequest_Feature

func (*LabelTextRequest) GetParent 

func (x *LabelTextRequest) GetParent() string

func (*LabelTextRequest) GetRequestConfig 

func (m *LabelTextRequest) GetRequestConfig() isLabelTextRequest_RequestConfig

func (*LabelTextRequest) GetTextClassificationConfig 

func (x *LabelTextRequest) GetTextClassificationConfig() *TextClassificationConfig

func (*LabelTextRequest) GetTextEntityExtractionConfig 

func (x *LabelTextRequest) GetTextEntityExtractionConfig() *TextEntityExtractionConfig

func (*LabelTextRequest) ProtoMessage 

func (*LabelTextRequest) ProtoMessage()

func (*LabelTextRequest) ProtoReflect 

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

func (*LabelTextRequest) Reset 

func (x *LabelTextRequest) Reset()

func (*LabelTextRequest) String 

func (x *LabelTextRequest) String() string

type LabelTextRequest_Feature 

type LabelTextRequest_Feature int32

Text labeling task feature. 

const (
	LabelTextRequest_FEATURE_UNSPECIFIED LabelTextRequest_Feature = 0
	// Label text content to one of more labels.
	LabelTextRequest_TEXT_CLASSIFICATION LabelTextRequest_Feature = 1
	// Label entities and their span in text.
	LabelTextRequest_TEXT_ENTITY_EXTRACTION LabelTextRequest_Feature = 2
)

func (LabelTextRequest_Feature) Descriptor 

func (LabelTextRequest_Feature) Descriptor() protoreflect.EnumDescriptor

func (LabelTextRequest_Feature) Enum 

func (x LabelTextRequest_Feature) Enum() *LabelTextRequest_Feature

func (LabelTextRequest_Feature) EnumDescriptor deprecated 

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

Deprecated: Use LabelTextRequest_Feature.Descriptor instead.

func (LabelTextRequest_Feature) Number 

func (x LabelTextRequest_Feature) Number() protoreflect.EnumNumber

func (LabelTextRequest_Feature) String 

func (x LabelTextRequest_Feature) String() string

func (LabelTextRequest_Feature) Type 

func (LabelTextRequest_Feature) Type() protoreflect.EnumType

type LabelTextRequest_TextClassificationConfig 

type LabelTextRequest_TextClassificationConfig struct {
	// Configuration for text classification task.
	// One of text_classification_config and text_entity_extraction_config
	// is required.
	TextClassificationConfig *TextClassificationConfig `protobuf:"bytes,4,opt,name=text_classification_config,json=textClassificationConfig,proto3,oneof"`
}

type LabelTextRequest_TextEntityExtractionConfig 

type LabelTextRequest_TextEntityExtractionConfig struct {
	// Configuration for entity extraction task.
	// One of text_classification_config and text_entity_extraction_config
	// is required.
	TextEntityExtractionConfig *TextEntityExtractionConfig `protobuf:"bytes,5,opt,name=text_entity_extraction_config,json=textEntityExtractionConfig,proto3,oneof"`
}

type LabelVideoClassificationOperationMetadata 

type LabelVideoClassificationOperationMetadata struct {

	// Basic human annotation config used in labeling request.
	BasicConfig *HumanAnnotationConfig `protobuf:"bytes,1,opt,name=basic_config,json=basicConfig,proto3" json:"basic_config,omitempty"`
	// contains filtered or unexported fields
}

Details of a LabelVideoClassification operation metadata.

func (*LabelVideoClassificationOperationMetadata) Descriptor deprecated 

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

Deprecated: Use LabelVideoClassificationOperationMetadata.ProtoReflect.Descriptor instead.

func (*LabelVideoClassificationOperationMetadata) GetBasicConfig 

func (x *LabelVideoClassificationOperationMetadata) GetBasicConfig() *HumanAnnotationConfig

func (*LabelVideoClassificationOperationMetadata) ProtoMessage 

func (*LabelVideoClassificationOperationMetadata) ProtoMessage()

func (*LabelVideoClassificationOperationMetadata) ProtoReflect 

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

func (*LabelVideoClassificationOperationMetadata) Reset 

func (x *LabelVideoClassificationOperationMetadata) Reset()

func (*LabelVideoClassificationOperationMetadata) String 

func (x *LabelVideoClassificationOperationMetadata) String() string

type LabelVideoEventOperationMetadata 

type LabelVideoEventOperationMetadata struct {

	// Basic human annotation config used in labeling request.
	BasicConfig *HumanAnnotationConfig `protobuf:"bytes,1,opt,name=basic_config,json=basicConfig,proto3" json:"basic_config,omitempty"`
	// contains filtered or unexported fields
}

Details of a LabelVideoEvent operation metadata.

func (*LabelVideoEventOperationMetadata) Descriptor deprecated 

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

Deprecated: Use LabelVideoEventOperationMetadata.ProtoReflect.Descriptor instead.

func (*LabelVideoEventOperationMetadata) GetBasicConfig 

func (x *LabelVideoEventOperationMetadata) GetBasicConfig() *HumanAnnotationConfig

func (*LabelVideoEventOperationMetadata) ProtoMessage 

func (*LabelVideoEventOperationMetadata) ProtoMessage()

func (*LabelVideoEventOperationMetadata) ProtoReflect 

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

func (*LabelVideoEventOperationMetadata) Reset 

func (x *LabelVideoEventOperationMetadata) Reset()

func (*LabelVideoEventOperationMetadata) String 

func (x *LabelVideoEventOperationMetadata) String() string

type LabelVideoObjectDetectionOperationMetadata 

type LabelVideoObjectDetectionOperationMetadata struct {

	// Basic human annotation config used in labeling request.
	BasicConfig *HumanAnnotationConfig `protobuf:"bytes,1,opt,name=basic_config,json=basicConfig,proto3" json:"basic_config,omitempty"`
	// contains filtered or unexported fields
}

Details of a LabelVideoObjectDetection operation metadata.

func (*LabelVideoObjectDetectionOperationMetadata) Descriptor deprecated 

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

Deprecated: Use LabelVideoObjectDetectionOperationMetadata.ProtoReflect.Descriptor instead.

func (*LabelVideoObjectDetectionOperationMetadata) GetBasicConfig 

func (x *LabelVideoObjectDetectionOperationMetadata) GetBasicConfig() *HumanAnnotationConfig

func (*LabelVideoObjectDetectionOperationMetadata) ProtoMessage 

func (*LabelVideoObjectDetectionOperationMetadata) ProtoMessage()

func (*LabelVideoObjectDetectionOperationMetadata) ProtoReflect 

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

func (*LabelVideoObjectDetectionOperationMetadata) Reset 

func (x *LabelVideoObjectDetectionOperationMetadata) Reset()

func (*LabelVideoObjectDetectionOperationMetadata) String 

func (x *LabelVideoObjectDetectionOperationMetadata) String() string

type LabelVideoObjectTrackingOperationMetadata 

type LabelVideoObjectTrackingOperationMetadata struct {

	// Basic human annotation config used in labeling request.
	BasicConfig *HumanAnnotationConfig `protobuf:"bytes,1,opt,name=basic_config,json=basicConfig,proto3" json:"basic_config,omitempty"`
	// contains filtered or unexported fields
}

Details of a LabelVideoObjectTracking operation metadata.

func (*LabelVideoObjectTrackingOperationMetadata) Descriptor deprecated 

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

Deprecated: Use LabelVideoObjectTrackingOperationMetadata.ProtoReflect.Descriptor instead.

func (*LabelVideoObjectTrackingOperationMetadata) GetBasicConfig 

func (x *LabelVideoObjectTrackingOperationMetadata) GetBasicConfig() *HumanAnnotationConfig

func (*LabelVideoObjectTrackingOperationMetadata) ProtoMessage 

func (*LabelVideoObjectTrackingOperationMetadata) ProtoMessage()

func (*LabelVideoObjectTrackingOperationMetadata) ProtoReflect 

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

func (*LabelVideoObjectTrackingOperationMetadata) Reset 

func (x *LabelVideoObjectTrackingOperationMetadata) Reset()

func (*LabelVideoObjectTrackingOperationMetadata) String 

func (x *LabelVideoObjectTrackingOperationMetadata) String() string

type LabelVideoRequest 

type LabelVideoRequest struct {

	// Required. Config for labeling tasks. The type of request config must
	// match the selected feature.
	//
	// Types that are assignable to RequestConfig:
	//	*LabelVideoRequest_VideoClassificationConfig
	//	*LabelVideoRequest_ObjectDetectionConfig
	//	*LabelVideoRequest_ObjectTrackingConfig
	//	*LabelVideoRequest_EventConfig
	RequestConfig isLabelVideoRequest_RequestConfig `protobuf_oneof:"request_config"`
	// Required. Name of the dataset to request labeling task, format:
	// projects/{project_id}/datasets/{dataset_id}
	Parent string `protobuf:"bytes,1,opt,name=parent,proto3" json:"parent,omitempty"`
	// Required. Basic human annotation config.
	BasicConfig *HumanAnnotationConfig `protobuf:"bytes,2,opt,name=basic_config,json=basicConfig,proto3" json:"basic_config,omitempty"`
	// Required. The type of video labeling task.
	Feature LabelVideoRequest_Feature `` /* 133-byte string literal not displayed */
	// contains filtered or unexported fields
}

Request message for LabelVideo.

func (*LabelVideoRequest) Descriptor deprecated 

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

Deprecated: Use LabelVideoRequest.ProtoReflect.Descriptor instead.

func (*LabelVideoRequest) GetBasicConfig 

func (x *LabelVideoRequest) GetBasicConfig() *HumanAnnotationConfig

func (*LabelVideoRequest) GetEventConfig 

func (x *LabelVideoRequest) GetEventConfig() *EventConfig

func (*LabelVideoRequest) GetFeature 

func (x *LabelVideoRequest) GetFeature() LabelVideoRequest_Feature

func (*LabelVideoRequest) GetObjectDetectionConfig 

func (x *LabelVideoRequest) GetObjectDetectionConfig() *ObjectDetectionConfig

func (*LabelVideoRequest) GetObjectTrackingConfig 

func (x *LabelVideoRequest) GetObjectTrackingConfig() *ObjectTrackingConfig

func (*LabelVideoRequest) GetParent 

func (x *LabelVideoRequest) GetParent() string

func (*LabelVideoRequest) GetRequestConfig 

func (m *LabelVideoRequest) GetRequestConfig() isLabelVideoRequest_RequestConfig

func (*LabelVideoRequest) GetVideoClassificationConfig 

func (x *LabelVideoRequest) GetVideoClassificationConfig() *VideoClassificationConfig

func (*LabelVideoRequest) ProtoMessage 

func (*LabelVideoRequest) ProtoMessage()

func (*LabelVideoRequest) ProtoReflect 

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

func (*LabelVideoRequest) Reset 

func (x *LabelVideoRequest) Reset()

func (*LabelVideoRequest) String 

func (x *LabelVideoRequest) String() string

type LabelVideoRequest_EventConfig 

type LabelVideoRequest_EventConfig struct {
	// Configuration for video event task.
	// One of video_classification_config, object_detection_config,
	// object_tracking_config and event_config is required.
	EventConfig *EventConfig `protobuf:"bytes,7,opt,name=event_config,json=eventConfig,proto3,oneof"`
}

type LabelVideoRequest_Feature 

type LabelVideoRequest_Feature int32

Video labeling task feature. 

const (
	LabelVideoRequest_FEATURE_UNSPECIFIED LabelVideoRequest_Feature = 0
	// Label whole video or video segment with one or more labels.
	LabelVideoRequest_CLASSIFICATION LabelVideoRequest_Feature = 1
	// Label objects with bounding box on image frames extracted from the video.
	LabelVideoRequest_OBJECT_DETECTION LabelVideoRequest_Feature = 2
	// Label and track objects in video.
	LabelVideoRequest_OBJECT_TRACKING LabelVideoRequest_Feature = 3
	// Label the range of video for the specified events.
	LabelVideoRequest_EVENT LabelVideoRequest_Feature = 4
)

func (LabelVideoRequest_Feature) Descriptor 

func (LabelVideoRequest_Feature) Descriptor() protoreflect.EnumDescriptor

func (LabelVideoRequest_Feature) Enum 

func (x LabelVideoRequest_Feature) Enum() *LabelVideoRequest_Feature

func (LabelVideoRequest_Feature) EnumDescriptor deprecated 

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

Deprecated: Use LabelVideoRequest_Feature.Descriptor instead.

func (LabelVideoRequest_Feature) Number 

func (x LabelVideoRequest_Feature) Number() protoreflect.EnumNumber

func (LabelVideoRequest_Feature) String 

func (x LabelVideoRequest_Feature) String() string

func (LabelVideoRequest_Feature) Type 

func (LabelVideoRequest_Feature) Type() protoreflect.EnumType

type LabelVideoRequest_ObjectDetectionConfig 

type LabelVideoRequest_ObjectDetectionConfig struct {
	// Configuration for video object detection task.
	// One of video_classification_config, object_detection_config,
	// object_tracking_config and event_config is required.
	ObjectDetectionConfig *ObjectDetectionConfig `protobuf:"bytes,5,opt,name=object_detection_config,json=objectDetectionConfig,proto3,oneof"`
}

type LabelVideoRequest_ObjectTrackingConfig 

type LabelVideoRequest_ObjectTrackingConfig struct {
	// Configuration for video object tracking task.
	// One of video_classification_config, object_detection_config,
	// object_tracking_config and event_config is required.
	ObjectTrackingConfig *ObjectTrackingConfig `protobuf:"bytes,6,opt,name=object_tracking_config,json=objectTrackingConfig,proto3,oneof"`
}

type LabelVideoRequest_VideoClassificationConfig 

type LabelVideoRequest_VideoClassificationConfig struct {
	// Configuration for video classification task.
	// One of video_classification_config, object_detection_config,
	// object_tracking_config and event_config is required.
	VideoClassificationConfig *VideoClassificationConfig `protobuf:"bytes,4,opt,name=video_classification_config,json=videoClassificationConfig,proto3,oneof"`
}

type ListAnnotatedDatasetsRequest 

type ListAnnotatedDatasetsRequest struct {

	// Required. Name of the dataset to list annotated datasets, format:
	// projects/{project_id}/datasets/{dataset_id}
	Parent string `protobuf:"bytes,1,opt,name=parent,proto3" json:"parent,omitempty"`
	// Optional. Filter is not supported at this moment.
	Filter string `protobuf:"bytes,2,opt,name=filter,proto3" json:"filter,omitempty"`
	// Optional. Requested page size. Server may return fewer results than
	// requested. Default value is 100.
	PageSize int32 `protobuf:"varint,3,opt,name=page_size,json=pageSize,proto3" json:"page_size,omitempty"`
	// Optional. A token identifying a page of results for the server to return.
	// Typically obtained by
	// [ListAnnotatedDatasetsResponse.next_page_token][google.cloud.datalabeling.v1beta1.ListAnnotatedDatasetsResponse.next_page_token] of the previous
	// [DataLabelingService.ListAnnotatedDatasets] call.
	// Return first page if empty.
	PageToken string `protobuf:"bytes,4,opt,name=page_token,json=pageToken,proto3" json:"page_token,omitempty"`
	// contains filtered or unexported fields
}

Request message for ListAnnotatedDatasets.

func (*ListAnnotatedDatasetsRequest) Descriptor deprecated 

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

Deprecated: Use ListAnnotatedDatasetsRequest.ProtoReflect.Descriptor instead.

func (*ListAnnotatedDatasetsRequest) GetFilter 

func (x *ListAnnotatedDatasetsRequest) GetFilter() string

func (*ListAnnotatedDatasetsRequest) GetPageSize 

func (x *ListAnnotatedDatasetsRequest) GetPageSize() int32

func (*ListAnnotatedDatasetsRequest) GetPageToken 

func (x *ListAnnotatedDatasetsRequest) GetPageToken() string

func (*ListAnnotatedDatasetsRequest) GetParent 

func (x *ListAnnotatedDatasetsRequest) GetParent() string

func (*ListAnnotatedDatasetsRequest) ProtoMessage 

func (*ListAnnotatedDatasetsRequest) ProtoMessage()

func (*ListAnnotatedDatasetsRequest) ProtoReflect 

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

func (*ListAnnotatedDatasetsRequest) Reset 

func (x *ListAnnotatedDatasetsRequest) Reset()

func (*ListAnnotatedDatasetsRequest) String 

func (x *ListAnnotatedDatasetsRequest) String() string

type ListAnnotatedDatasetsResponse 

type ListAnnotatedDatasetsResponse struct {

	// The list of annotated datasets to return.
	AnnotatedDatasets []*AnnotatedDataset `protobuf:"bytes,1,rep,name=annotated_datasets,json=annotatedDatasets,proto3" json:"annotated_datasets,omitempty"`
	// A token to retrieve next page of results.
	NextPageToken string `protobuf:"bytes,2,opt,name=next_page_token,json=nextPageToken,proto3" json:"next_page_token,omitempty"`
	// contains filtered or unexported fields
}

Results of listing annotated datasets for a dataset.

func (*ListAnnotatedDatasetsResponse) Descriptor deprecated 

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

Deprecated: Use ListAnnotatedDatasetsResponse.ProtoReflect.Descriptor instead.

func (*ListAnnotatedDatasetsResponse) GetAnnotatedDatasets 

func (x *ListAnnotatedDatasetsResponse) GetAnnotatedDatasets() []*AnnotatedDataset

func (*ListAnnotatedDatasetsResponse) GetNextPageToken 

func (x *ListAnnotatedDatasetsResponse) GetNextPageToken() string

func (*ListAnnotatedDatasetsResponse) ProtoMessage 

func (*ListAnnotatedDatasetsResponse) ProtoMessage()

func (*ListAnnotatedDatasetsResponse) ProtoReflect 

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

func (*ListAnnotatedDatasetsResponse) Reset 

func (x *ListAnnotatedDatasetsResponse) Reset()

func (*ListAnnotatedDatasetsResponse) String 

func (x *ListAnnotatedDatasetsResponse) String() string

type ListAnnotationSpecSetsRequest 

type ListAnnotationSpecSetsRequest struct {

	// Required. Parent of AnnotationSpecSet resource, format:
	// projects/{project_id}
	Parent string `protobuf:"bytes,1,opt,name=parent,proto3" json:"parent,omitempty"`
	// Optional. Filter is not supported at this moment.
	Filter string `protobuf:"bytes,2,opt,name=filter,proto3" json:"filter,omitempty"`
	// Optional. Requested page size. Server may return fewer results than
	// requested. Default value is 100.
	PageSize int32 `protobuf:"varint,3,opt,name=page_size,json=pageSize,proto3" json:"page_size,omitempty"`
	// Optional. A token identifying a page of results for the server to return.
	// Typically obtained by
	// [ListAnnotationSpecSetsResponse.next_page_token][google.cloud.datalabeling.v1beta1.ListAnnotationSpecSetsResponse.next_page_token] of the previous
	// [DataLabelingService.ListAnnotationSpecSets] call.
	// Return first page if empty.
	PageToken string `protobuf:"bytes,4,opt,name=page_token,json=pageToken,proto3" json:"page_token,omitempty"`
	// contains filtered or unexported fields
}

Request message for ListAnnotationSpecSets.

func (*ListAnnotationSpecSetsRequest) Descriptor deprecated 

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

Deprecated: Use ListAnnotationSpecSetsRequest.ProtoReflect.Descriptor instead.

func (*ListAnnotationSpecSetsRequest) GetFilter 

func (x *ListAnnotationSpecSetsRequest) GetFilter() string

func (*ListAnnotationSpecSetsRequest) GetPageSize 

func (x *ListAnnotationSpecSetsRequest) GetPageSize() int32

func (*ListAnnotationSpecSetsRequest) GetPageToken 

func (x *ListAnnotationSpecSetsRequest) GetPageToken() string

func (*ListAnnotationSpecSetsRequest) GetParent 

func (x *ListAnnotationSpecSetsRequest) GetParent() string

func (*ListAnnotationSpecSetsRequest) ProtoMessage 

func (*ListAnnotationSpecSetsRequest) ProtoMessage()

func (*ListAnnotationSpecSetsRequest) ProtoReflect 

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

func (*ListAnnotationSpecSetsRequest) Reset 

func (x *ListAnnotationSpecSetsRequest) Reset()

func (*ListAnnotationSpecSetsRequest) String 

func (x *ListAnnotationSpecSetsRequest) String() string

type ListAnnotationSpecSetsResponse 

type ListAnnotationSpecSetsResponse struct {

	// The list of annotation spec sets.
	AnnotationSpecSets []*AnnotationSpecSet `protobuf:"bytes,1,rep,name=annotation_spec_sets,json=annotationSpecSets,proto3" json:"annotation_spec_sets,omitempty"`
	// A token to retrieve next page of results.
	NextPageToken string `protobuf:"bytes,2,opt,name=next_page_token,json=nextPageToken,proto3" json:"next_page_token,omitempty"`
	// contains filtered or unexported fields
}

Results of listing annotation spec set under a project.

func (*ListAnnotationSpecSetsResponse) Descriptor deprecated 

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

Deprecated: Use ListAnnotationSpecSetsResponse.ProtoReflect.Descriptor instead.

func (*ListAnnotationSpecSetsResponse) GetAnnotationSpecSets 

func (x *ListAnnotationSpecSetsResponse) GetAnnotationSpecSets() []*AnnotationSpecSet

func (*ListAnnotationSpecSetsResponse) GetNextPageToken 

func (x *ListAnnotationSpecSetsResponse) GetNextPageToken() string

func (*ListAnnotationSpecSetsResponse) ProtoMessage 

func (*ListAnnotationSpecSetsResponse) ProtoMessage()

func (*ListAnnotationSpecSetsResponse) ProtoReflect 

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

func (*ListAnnotationSpecSetsResponse) Reset 

func (x *ListAnnotationSpecSetsResponse) Reset()

func (*ListAnnotationSpecSetsResponse) String 

func (x *ListAnnotationSpecSetsResponse) String() string

type ListDataItemsRequest 

type ListDataItemsRequest struct {

	// Required. Name of the dataset to list data items, format:
	// projects/{project_id}/datasets/{dataset_id}
	Parent string `protobuf:"bytes,1,opt,name=parent,proto3" json:"parent,omitempty"`
	// Optional. Filter is not supported at this moment.
	Filter string `protobuf:"bytes,2,opt,name=filter,proto3" json:"filter,omitempty"`
	// Optional. Requested page size. Server may return fewer results than
	// requested. Default value is 100.
	PageSize int32 `protobuf:"varint,3,opt,name=page_size,json=pageSize,proto3" json:"page_size,omitempty"`
	// Optional. A token identifying a page of results for the server to return.
	// Typically obtained by
	// [ListDataItemsResponse.next_page_token][google.cloud.datalabeling.v1beta1.ListDataItemsResponse.next_page_token] of the previous
	// [DataLabelingService.ListDataItems] call.
	// Return first page if empty.
	PageToken string `protobuf:"bytes,4,opt,name=page_token,json=pageToken,proto3" json:"page_token,omitempty"`
	// contains filtered or unexported fields
}

Request message for ListDataItems.

func (*ListDataItemsRequest) Descriptor deprecated 

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

Deprecated: Use ListDataItemsRequest.ProtoReflect.Descriptor instead.

func (*ListDataItemsRequest) GetFilter 

func (x *ListDataItemsRequest) GetFilter() string

func (*ListDataItemsRequest) GetPageSize 

func (x *ListDataItemsRequest) GetPageSize() int32

func (*ListDataItemsRequest) GetPageToken 

func (x *ListDataItemsRequest) GetPageToken() string

func (*ListDataItemsRequest) GetParent 

func (x *ListDataItemsRequest) GetParent() string

func (*ListDataItemsRequest) ProtoMessage 

func (*ListDataItemsRequest) ProtoMessage()

func (*ListDataItemsRequest) ProtoReflect 

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

func (*ListDataItemsRequest) Reset 

func (x *ListDataItemsRequest) Reset()

func (*ListDataItemsRequest) String 

func (x *ListDataItemsRequest) String() string

type ListDataItemsResponse 

type ListDataItemsResponse struct {

	// The list of data items to return.
	DataItems []*DataItem `protobuf:"bytes,1,rep,name=data_items,json=dataItems,proto3" json:"data_items,omitempty"`
	// A token to retrieve next page of results.
	NextPageToken string `protobuf:"bytes,2,opt,name=next_page_token,json=nextPageToken,proto3" json:"next_page_token,omitempty"`
	// contains filtered or unexported fields
}

Results of listing data items in a dataset.

func (*ListDataItemsResponse) Descriptor deprecated 

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

Deprecated: Use ListDataItemsResponse.ProtoReflect.Descriptor instead.

func (*ListDataItemsResponse) GetDataItems 

func (x *ListDataItemsResponse) GetDataItems() []*DataItem

func (*ListDataItemsResponse) GetNextPageToken 

func (x *ListDataItemsResponse) GetNextPageToken() string

func (*ListDataItemsResponse) ProtoMessage 

func (*ListDataItemsResponse) ProtoMessage()

func (*ListDataItemsResponse) ProtoReflect 

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

func (*ListDataItemsResponse) Reset 

func (x *ListDataItemsResponse) Reset()

func (*ListDataItemsResponse) String 

func (x *ListDataItemsResponse) String() string

type ListDatasetsRequest 

type ListDatasetsRequest struct {

	// Required. Dataset resource parent, format:
	// projects/{project_id}
	Parent string `protobuf:"bytes,1,opt,name=parent,proto3" json:"parent,omitempty"`
	// Optional. Filter on dataset is not supported at this moment.
	Filter string `protobuf:"bytes,2,opt,name=filter,proto3" json:"filter,omitempty"`
	// Optional. Requested page size. Server may return fewer results than
	// requested. Default value is 100.
	PageSize int32 `protobuf:"varint,3,opt,name=page_size,json=pageSize,proto3" json:"page_size,omitempty"`
	// Optional. A token identifying a page of results for the server to return.
	// Typically obtained by
	// [ListDatasetsResponse.next_page_token][google.cloud.datalabeling.v1beta1.ListDatasetsResponse.next_page_token] of the previous
	// [DataLabelingService.ListDatasets] call.
	// Returns the first page if empty.
	PageToken string `protobuf:"bytes,4,opt,name=page_token,json=pageToken,proto3" json:"page_token,omitempty"`
	// contains filtered or unexported fields
}

Request message for ListDataset.

func (*ListDatasetsRequest) Descriptor deprecated 

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

Deprecated: Use ListDatasetsRequest.ProtoReflect.Descriptor instead.

func (*ListDatasetsRequest) GetFilter 

func (x *ListDatasetsRequest) GetFilter() string

func (*ListDatasetsRequest) GetPageSize 

func (x *ListDatasetsRequest) GetPageSize() int32

func (*ListDatasetsRequest) GetPageToken 

func (x *ListDatasetsRequest) GetPageToken() string

func (*ListDatasetsRequest) GetParent 

func (x *ListDatasetsRequest) GetParent() string

func (*ListDatasetsRequest) ProtoMessage 

func (*ListDatasetsRequest) ProtoMessage()

func (*ListDatasetsRequest) ProtoReflect 

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

func (*ListDatasetsRequest) Reset 

func (x *ListDatasetsRequest) Reset()

func (*ListDatasetsRequest) String 

func (x *ListDatasetsRequest) String() string

type ListDatasetsResponse 

type ListDatasetsResponse struct {

	// The list of datasets to return.
	Datasets []*Dataset `protobuf:"bytes,1,rep,name=datasets,proto3" json:"datasets,omitempty"`
	// A token to retrieve next page of results.
	NextPageToken string `protobuf:"bytes,2,opt,name=next_page_token,json=nextPageToken,proto3" json:"next_page_token,omitempty"`
	// contains filtered or unexported fields
}

Results of listing datasets within a project.

func (*ListDatasetsResponse) Descriptor deprecated 

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

Deprecated: Use ListDatasetsResponse.ProtoReflect.Descriptor instead.

func (*ListDatasetsResponse) GetDatasets 

func (x *ListDatasetsResponse) GetDatasets() []*Dataset

func (*ListDatasetsResponse) GetNextPageToken 

func (x *ListDatasetsResponse) GetNextPageToken() string

func (*ListDatasetsResponse) ProtoMessage 

func (*ListDatasetsResponse) ProtoMessage()

func (*ListDatasetsResponse) ProtoReflect 

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

func (*ListDatasetsResponse) Reset 

func (x *ListDatasetsResponse) Reset()

func (*ListDatasetsResponse) String 

func (x *ListDatasetsResponse) String() string

type ListEvaluationJobsRequest 

type ListEvaluationJobsRequest struct {

	// Required. Evaluation job resource parent. Format:
	// "projects/<var>{project_id}</var>"
	Parent string `protobuf:"bytes,1,opt,name=parent,proto3" json:"parent,omitempty"`
	// Optional. You can filter the jobs to list by model_id (also known as
	// model_name, as described in
	// [EvaluationJob.modelVersion][google.cloud.datalabeling.v1beta1.EvaluationJob.model_version]) or by
	// evaluation job state (as described in [EvaluationJob.state][google.cloud.datalabeling.v1beta1.EvaluationJob.state]). To filter
	// by both criteria, use the `AND` operator or the `OR` operator. For example,
	// you can use the following string for your filter:
	// "evaluation<span>_</span>job.model_id = <var>{model_name}</var> AND
	// evaluation<span>_</span>job.state = <var>{evaluation_job_state}</var>"
	Filter string `protobuf:"bytes,2,opt,name=filter,proto3" json:"filter,omitempty"`
	// Optional. Requested page size. Server may return fewer results than
	// requested. Default value is 100.
	PageSize int32 `protobuf:"varint,3,opt,name=page_size,json=pageSize,proto3" json:"page_size,omitempty"`
	// Optional. A token identifying a page of results for the server to return.
	// Typically obtained by the
	// [nextPageToken][google.cloud.datalabeling.v1beta1.ListEvaluationJobsResponse.next_page_token] in the response
	// to the previous request. The request returns the first page if this is
	// empty.
	PageToken string `protobuf:"bytes,4,opt,name=page_token,json=pageToken,proto3" json:"page_token,omitempty"`
	// contains filtered or unexported fields
}

Request message for ListEvaluationJobs.

func (*ListEvaluationJobsRequest) Descriptor deprecated 

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

Deprecated: Use ListEvaluationJobsRequest.ProtoReflect.Descriptor instead.

func (*ListEvaluationJobsRequest) GetFilter 

func (x *ListEvaluationJobsRequest) GetFilter() string

func (*ListEvaluationJobsRequest) GetPageSize 

func (x *ListEvaluationJobsRequest) GetPageSize() int32

func (*ListEvaluationJobsRequest) GetPageToken 

func (x *ListEvaluationJobsRequest) GetPageToken() string

func (*ListEvaluationJobsRequest) GetParent 

func (x *ListEvaluationJobsRequest) GetParent() string

func (*ListEvaluationJobsRequest) ProtoMessage 

func (*ListEvaluationJobsRequest) ProtoMessage()

func (*ListEvaluationJobsRequest) ProtoReflect 

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

func (*ListEvaluationJobsRequest) Reset 

func (x *ListEvaluationJobsRequest) Reset()

func (*ListEvaluationJobsRequest) String 

func (x *ListEvaluationJobsRequest) String() string

type ListEvaluationJobsResponse 

type ListEvaluationJobsResponse struct {

	// The list of evaluation jobs to return.
	EvaluationJobs []*EvaluationJob `protobuf:"bytes,1,rep,name=evaluation_jobs,json=evaluationJobs,proto3" json:"evaluation_jobs,omitempty"`
	// A token to retrieve next page of results.
	NextPageToken string `protobuf:"bytes,2,opt,name=next_page_token,json=nextPageToken,proto3" json:"next_page_token,omitempty"`
	// contains filtered or unexported fields
}

Results for listing evaluation jobs.

func (*ListEvaluationJobsResponse) Descriptor deprecated 

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

Deprecated: Use ListEvaluationJobsResponse.ProtoReflect.Descriptor instead.

func (*ListEvaluationJobsResponse) GetEvaluationJobs 

func (x *ListEvaluationJobsResponse) GetEvaluationJobs() []*EvaluationJob

func (*ListEvaluationJobsResponse) GetNextPageToken 

func (x *ListEvaluationJobsResponse) GetNextPageToken() string

func (*ListEvaluationJobsResponse) ProtoMessage 

func (*ListEvaluationJobsResponse) ProtoMessage()

func (*ListEvaluationJobsResponse) ProtoReflect 

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

func (*ListEvaluationJobsResponse) Reset 

func (x *ListEvaluationJobsResponse) Reset()

func (*ListEvaluationJobsResponse) String 

func (x *ListEvaluationJobsResponse) String() string

type ListExamplesRequest 

type ListExamplesRequest struct {

	// Required. Example resource parent.
	Parent string `protobuf:"bytes,1,opt,name=parent,proto3" json:"parent,omitempty"`
	// Optional. An expression for filtering Examples. For annotated datasets that
	// have annotation spec set, filter by
	// annotation_spec.display_name is supported. Format
	// "annotation_spec.display_name = {display_name}"
	Filter string `protobuf:"bytes,2,opt,name=filter,proto3" json:"filter,omitempty"`
	// Optional. Requested page size. Server may return fewer results than
	// requested. Default value is 100.
	PageSize int32 `protobuf:"varint,3,opt,name=page_size,json=pageSize,proto3" json:"page_size,omitempty"`
	// Optional. A token identifying a page of results for the server to return.
	// Typically obtained by
	// [ListExamplesResponse.next_page_token][google.cloud.datalabeling.v1beta1.ListExamplesResponse.next_page_token] of the previous
	// [DataLabelingService.ListExamples] call.
	// Return first page if empty.
	PageToken string `protobuf:"bytes,4,opt,name=page_token,json=pageToken,proto3" json:"page_token,omitempty"`
	// contains filtered or unexported fields
}

Request message for ListExamples.

func (*ListExamplesRequest) Descriptor deprecated 

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

Deprecated: Use ListExamplesRequest.ProtoReflect.Descriptor instead.

func (*ListExamplesRequest) GetFilter 

func (x *ListExamplesRequest) GetFilter() string

func (*ListExamplesRequest) GetPageSize 

func (x *ListExamplesRequest) GetPageSize() int32

func (*ListExamplesRequest) GetPageToken 

func (x *ListExamplesRequest) GetPageToken() string

func (*ListExamplesRequest) GetParent 

func (x *ListExamplesRequest) GetParent() string

func (*ListExamplesRequest) ProtoMessage 

func (*ListExamplesRequest) ProtoMessage()

func (*ListExamplesRequest) ProtoReflect 

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

func (*ListExamplesRequest) Reset 

func (x *ListExamplesRequest) Reset()

func (*ListExamplesRequest) String 

func (x *ListExamplesRequest) String() string

type ListExamplesResponse 

type ListExamplesResponse struct {

	// The list of examples to return.
	Examples []*Example `protobuf:"bytes,1,rep,name=examples,proto3" json:"examples,omitempty"`
	// A token to retrieve next page of results.
	NextPageToken string `protobuf:"bytes,2,opt,name=next_page_token,json=nextPageToken,proto3" json:"next_page_token,omitempty"`
	// contains filtered or unexported fields
}

Results of listing Examples in and annotated dataset.

func (*ListExamplesResponse) Descriptor deprecated 

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

Deprecated: Use ListExamplesResponse.ProtoReflect.Descriptor instead.

func (*ListExamplesResponse) GetExamples 

func (x *ListExamplesResponse) GetExamples() []*Example

func (*ListExamplesResponse) GetNextPageToken 

func (x *ListExamplesResponse) GetNextPageToken() string

func (*ListExamplesResponse) ProtoMessage 

func (*ListExamplesResponse) ProtoMessage()

func (*ListExamplesResponse) ProtoReflect 

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

func (*ListExamplesResponse) Reset 

func (x *ListExamplesResponse) Reset()

func (*ListExamplesResponse) String 

func (x *ListExamplesResponse) String() string

type ListInstructionsRequest 

type ListInstructionsRequest struct {

	// Required. Instruction resource parent, format:
	// projects/{project_id}
	Parent string `protobuf:"bytes,1,opt,name=parent,proto3" json:"parent,omitempty"`
	// Optional. Filter is not supported at this moment.
	Filter string `protobuf:"bytes,2,opt,name=filter,proto3" json:"filter,omitempty"`
	// Optional. Requested page size. Server may return fewer results than
	// requested. Default value is 100.
	PageSize int32 `protobuf:"varint,3,opt,name=page_size,json=pageSize,proto3" json:"page_size,omitempty"`
	// Optional. A token identifying a page of results for the server to return.
	// Typically obtained by
	// [ListInstructionsResponse.next_page_token][google.cloud.datalabeling.v1beta1.ListInstructionsResponse.next_page_token] of the previous
	// [DataLabelingService.ListInstructions] call.
	// Return first page if empty.
	PageToken string `protobuf:"bytes,4,opt,name=page_token,json=pageToken,proto3" json:"page_token,omitempty"`
	// contains filtered or unexported fields
}

Request message for ListInstructions.

func (*ListInstructionsRequest) Descriptor deprecated 

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

Deprecated: Use ListInstructionsRequest.ProtoReflect.Descriptor instead.

func (*ListInstructionsRequest) GetFilter 

func (x *ListInstructionsRequest) GetFilter() string

func (*ListInstructionsRequest) GetPageSize 

func (x *ListInstructionsRequest) GetPageSize() int32

func (*ListInstructionsRequest) GetPageToken 

func (x *ListInstructionsRequest) GetPageToken() string

func (*ListInstructionsRequest) GetParent 

func (x *ListInstructionsRequest) GetParent() string

func (*ListInstructionsRequest) ProtoMessage 

func (*ListInstructionsRequest) ProtoMessage()

func (*ListInstructionsRequest) ProtoReflect 

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

func (*ListInstructionsRequest) Reset 

func (x *ListInstructionsRequest) Reset()

func (*ListInstructionsRequest) String 

func (x *ListInstructionsRequest) String() string

type ListInstructionsResponse 

type ListInstructionsResponse struct {

	// The list of Instructions to return.
	Instructions []*Instruction `protobuf:"bytes,1,rep,name=instructions,proto3" json:"instructions,omitempty"`
	// A token to retrieve next page of results.
	NextPageToken string `protobuf:"bytes,2,opt,name=next_page_token,json=nextPageToken,proto3" json:"next_page_token,omitempty"`
	// contains filtered or unexported fields
}

Results of listing instructions under a project.

func (*ListInstructionsResponse) Descriptor deprecated 

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

Deprecated: Use ListInstructionsResponse.ProtoReflect.Descriptor instead.

func (*ListInstructionsResponse) GetInstructions 

func (x *ListInstructionsResponse) GetInstructions() []*Instruction

func (*ListInstructionsResponse) GetNextPageToken 

func (x *ListInstructionsResponse) GetNextPageToken() string

func (*ListInstructionsResponse) ProtoMessage 

func (*ListInstructionsResponse) ProtoMessage()

func (*ListInstructionsResponse) ProtoReflect 

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

func (*ListInstructionsResponse) Reset 

func (x *ListInstructionsResponse) Reset()

func (*ListInstructionsResponse) String 

func (x *ListInstructionsResponse) String() string

type NormalizedBoundingPoly 

type NormalizedBoundingPoly struct {

	// The bounding polygon normalized vertices.
	NormalizedVertices []*NormalizedVertex `protobuf:"bytes,1,rep,name=normalized_vertices,json=normalizedVertices,proto3" json:"normalized_vertices,omitempty"`
	// contains filtered or unexported fields
}

Normalized bounding polygon.

func (*NormalizedBoundingPoly) Descriptor deprecated 

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

Deprecated: Use NormalizedBoundingPoly.ProtoReflect.Descriptor instead.

func (*NormalizedBoundingPoly) GetNormalizedVertices 

func (x *NormalizedBoundingPoly) GetNormalizedVertices() []*NormalizedVertex

func (*NormalizedBoundingPoly) ProtoMessage 

func (*NormalizedBoundingPoly) ProtoMessage()

func (*NormalizedBoundingPoly) ProtoReflect 

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

func (*NormalizedBoundingPoly) Reset 

func (x *NormalizedBoundingPoly) Reset()

func (*NormalizedBoundingPoly) String 

func (x *NormalizedBoundingPoly) String() string

type NormalizedPolyline 

type NormalizedPolyline struct {

	// The normalized polyline vertices.
	NormalizedVertices []*NormalizedVertex `protobuf:"bytes,1,rep,name=normalized_vertices,json=normalizedVertices,proto3" json:"normalized_vertices,omitempty"`
	// contains filtered or unexported fields
}

Normalized polyline.

func (*NormalizedPolyline) Descriptor deprecated 

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

Deprecated: Use NormalizedPolyline.ProtoReflect.Descriptor instead.

func (*NormalizedPolyline) GetNormalizedVertices 

func (x *NormalizedPolyline) GetNormalizedVertices() []*NormalizedVertex

func (*NormalizedPolyline) ProtoMessage 

func (*NormalizedPolyline) ProtoMessage()

func (*NormalizedPolyline) ProtoReflect 

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

func (*NormalizedPolyline) Reset 

func (x *NormalizedPolyline) Reset()

func (*NormalizedPolyline) String 

func (x *NormalizedPolyline) String() string

type NormalizedVertex 

type NormalizedVertex struct {

	// X coordinate.
	X float32 `protobuf:"fixed32,1,opt,name=x,proto3" json:"x,omitempty"`
	// Y coordinate.
	Y float32 `protobuf:"fixed32,2,opt,name=y,proto3" json:"y,omitempty"`
	// contains filtered or unexported fields
}

A vertex represents a 2D point in the image. NOTE: the normalized vertex coordinates are relative to the original image and range from 0 to 1.

func (*NormalizedVertex) Descriptor deprecated 

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

Deprecated: Use NormalizedVertex.ProtoReflect.Descriptor instead.

func (*NormalizedVertex) GetX 

func (x *NormalizedVertex) GetX() float32

func (*NormalizedVertex) GetY 

func (x *NormalizedVertex) GetY() float32

func (*NormalizedVertex) ProtoMessage 

func (*NormalizedVertex) ProtoMessage()

func (*NormalizedVertex) ProtoReflect 

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

func (*NormalizedVertex) Reset 

func (x *NormalizedVertex) Reset()

func (*NormalizedVertex) String 

func (x *NormalizedVertex) String() string

type ObjectDetectionConfig 

type ObjectDetectionConfig struct {

	// Required. Annotation spec set resource name.
	AnnotationSpecSet string `protobuf:"bytes,1,opt,name=annotation_spec_set,json=annotationSpecSet,proto3" json:"annotation_spec_set,omitempty"`
	// Required. Number of frames per second to be extracted from the video.
	ExtractionFrameRate float64 `protobuf:"fixed64,3,opt,name=extraction_frame_rate,json=extractionFrameRate,proto3" json:"extraction_frame_rate,omitempty"`
	// contains filtered or unexported fields
}

Config for video object detection human labeling task. Object detection will be conducted on the images extracted from the video, and those objects will be labeled with bounding boxes. User need to specify the number of images to be extracted per second as the extraction frame rate.

func (*ObjectDetectionConfig) Descriptor deprecated 

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

Deprecated: Use ObjectDetectionConfig.ProtoReflect.Descriptor instead.

func (*ObjectDetectionConfig) GetAnnotationSpecSet 

func (x *ObjectDetectionConfig) GetAnnotationSpecSet() string

func (*ObjectDetectionConfig) GetExtractionFrameRate 

func (x *ObjectDetectionConfig) GetExtractionFrameRate() float64

func (*ObjectDetectionConfig) ProtoMessage 

func (*ObjectDetectionConfig) ProtoMessage()

func (*ObjectDetectionConfig) ProtoReflect 

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

func (*ObjectDetectionConfig) Reset 

func (x *ObjectDetectionConfig) Reset()

func (*ObjectDetectionConfig) String 

func (x *ObjectDetectionConfig) String() string

type ObjectDetectionMetrics 

type ObjectDetectionMetrics struct {

	// Precision-recall curve.
	PrCurve *PrCurve `protobuf:"bytes,1,opt,name=pr_curve,json=prCurve,proto3" json:"pr_curve,omitempty"`
	// contains filtered or unexported fields
}

Metrics calculated for an image object detection (bounding box) model.

func (*ObjectDetectionMetrics) Descriptor deprecated 

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

Deprecated: Use ObjectDetectionMetrics.ProtoReflect.Descriptor instead.

func (*ObjectDetectionMetrics) GetPrCurve 

func (x *ObjectDetectionMetrics) GetPrCurve() *PrCurve

func (*ObjectDetectionMetrics) ProtoMessage 

func (*ObjectDetectionMetrics) ProtoMessage()

func (*ObjectDetectionMetrics) ProtoReflect 

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

func (*ObjectDetectionMetrics) Reset 

func (x *ObjectDetectionMetrics) Reset()

func (*ObjectDetectionMetrics) String 

func (x *ObjectDetectionMetrics) String() string

type ObjectTrackingConfig 

type ObjectTrackingConfig struct {

	// Required. Annotation spec set resource name.
	AnnotationSpecSet string `protobuf:"bytes,1,opt,name=annotation_spec_set,json=annotationSpecSet,proto3" json:"annotation_spec_set,omitempty"`
	// contains filtered or unexported fields
}

Config for video object tracking human labeling task.

func (*ObjectTrackingConfig) Descriptor deprecated 

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

Deprecated: Use ObjectTrackingConfig.ProtoReflect.Descriptor instead.

func (*ObjectTrackingConfig) GetAnnotationSpecSet 

func (x *ObjectTrackingConfig) GetAnnotationSpecSet() string

func (*ObjectTrackingConfig) ProtoMessage 

func (*ObjectTrackingConfig) ProtoMessage()

func (*ObjectTrackingConfig) ProtoReflect 

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

func (*ObjectTrackingConfig) Reset 

func (x *ObjectTrackingConfig) Reset()

func (*ObjectTrackingConfig) String 

func (x *ObjectTrackingConfig) String() string

type ObjectTrackingFrame 

type ObjectTrackingFrame struct {

	// The bounding box location of this object track for the frame.
	//
	// Types that are assignable to BoundedArea:
	//	*ObjectTrackingFrame_BoundingPoly
	//	*ObjectTrackingFrame_NormalizedBoundingPoly
	BoundedArea isObjectTrackingFrame_BoundedArea `protobuf_oneof:"bounded_area"`
	// The time offset of this frame relative to the beginning of the video.
	TimeOffset *durationpb.Duration `protobuf:"bytes,3,opt,name=time_offset,json=timeOffset,proto3" json:"time_offset,omitempty"`
	// contains filtered or unexported fields
}

Video frame level annotation for object detection and tracking.

func (*ObjectTrackingFrame) Descriptor deprecated 

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

Deprecated: Use ObjectTrackingFrame.ProtoReflect.Descriptor instead.

func (*ObjectTrackingFrame) GetBoundedArea 

func (m *ObjectTrackingFrame) GetBoundedArea() isObjectTrackingFrame_BoundedArea

func (*ObjectTrackingFrame) GetBoundingPoly 

func (x *ObjectTrackingFrame) GetBoundingPoly() *BoundingPoly

func (*ObjectTrackingFrame) GetNormalizedBoundingPoly 

func (x *ObjectTrackingFrame) GetNormalizedBoundingPoly() *NormalizedBoundingPoly

func (*ObjectTrackingFrame) GetTimeOffset 

func (x *ObjectTrackingFrame) GetTimeOffset() *durationpb.Duration

func (*ObjectTrackingFrame) ProtoMessage 

func (*ObjectTrackingFrame) ProtoMessage()

func (*ObjectTrackingFrame) ProtoReflect 

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

func (*ObjectTrackingFrame) Reset 

func (x *ObjectTrackingFrame) Reset()

func (*ObjectTrackingFrame) String 

func (x *ObjectTrackingFrame) String() string

type ObjectTrackingFrame_BoundingPoly 

type ObjectTrackingFrame_BoundingPoly struct {
	BoundingPoly *BoundingPoly `protobuf:"bytes,1,opt,name=bounding_poly,json=boundingPoly,proto3,oneof"`
}

type ObjectTrackingFrame_NormalizedBoundingPoly 

type ObjectTrackingFrame_NormalizedBoundingPoly struct {
	NormalizedBoundingPoly *NormalizedBoundingPoly `protobuf:"bytes,2,opt,name=normalized_bounding_poly,json=normalizedBoundingPoly,proto3,oneof"`
}

type OperatorMetadata 

type OperatorMetadata struct {

	// Confidence score corresponding to a label. For examle, if 3 contributors
	// have answered the question and 2 of them agree on the final label, the
	// confidence score will be 0.67 (2/3).
	Score float32 `protobuf:"fixed32,1,opt,name=score,proto3" json:"score,omitempty"`
	// The total number of contributors that answer this question.
	TotalVotes int32 `protobuf:"varint,2,opt,name=total_votes,json=totalVotes,proto3" json:"total_votes,omitempty"`
	// The total number of contributors that choose this label.
	LabelVotes int32 `protobuf:"varint,3,opt,name=label_votes,json=labelVotes,proto3" json:"label_votes,omitempty"`
	// Comments from contributors.
	Comments []string `protobuf:"bytes,4,rep,name=comments,proto3" json:"comments,omitempty"`
	// contains filtered or unexported fields
}

General information useful for labels coming from contributors.

func (*OperatorMetadata) Descriptor deprecated 

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

Deprecated: Use OperatorMetadata.ProtoReflect.Descriptor instead.

func (*OperatorMetadata) GetComments 

func (x *OperatorMetadata) GetComments() []string

func (*OperatorMetadata) GetLabelVotes 

func (x *OperatorMetadata) GetLabelVotes() int32

func (*OperatorMetadata) GetScore 

func (x *OperatorMetadata) GetScore() float32

func (*OperatorMetadata) GetTotalVotes 

func (x *OperatorMetadata) GetTotalVotes() int32

func (*OperatorMetadata) ProtoMessage 

func (*OperatorMetadata) ProtoMessage()

func (*OperatorMetadata) ProtoReflect 

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

func (*OperatorMetadata) Reset 

func (x *OperatorMetadata) Reset()

func (*OperatorMetadata) String 

func (x *OperatorMetadata) String() string

type OutputConfig 

type OutputConfig struct {

	// Required. Location to output data to.
	//
	// Types that are assignable to Destination:
	//	*OutputConfig_GcsDestination
	//	*OutputConfig_GcsFolderDestination
	Destination isOutputConfig_Destination `protobuf_oneof:"destination"`
	// contains filtered or unexported fields
}

The configuration of output data.

func (*OutputConfig) Descriptor deprecated 

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

Deprecated: Use OutputConfig.ProtoReflect.Descriptor instead.

func (*OutputConfig) GetDestination 

func (m *OutputConfig) GetDestination() isOutputConfig_Destination

func (*OutputConfig) GetGcsDestination 

func (x *OutputConfig) GetGcsDestination() *GcsDestination

func (*OutputConfig) GetGcsFolderDestination 

func (x *OutputConfig) GetGcsFolderDestination() *GcsFolderDestination

func (*OutputConfig) ProtoMessage 

func (*OutputConfig) ProtoMessage()

func (*OutputConfig) ProtoReflect 

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

func (*OutputConfig) Reset 

func (x *OutputConfig) Reset()

func (*OutputConfig) String 

func (x *OutputConfig) String() string

type OutputConfig_GcsDestination 

type OutputConfig_GcsDestination struct {
	// Output to a file in Cloud Storage. Should be used for labeling output
	// other than image segmentation.
	GcsDestination *GcsDestination `protobuf:"bytes,1,opt,name=gcs_destination,json=gcsDestination,proto3,oneof"`
}

type OutputConfig_GcsFolderDestination 

type OutputConfig_GcsFolderDestination struct {
	// Output to a folder in Cloud Storage. Should be used for image
	// segmentation labeling output.
	GcsFolderDestination *GcsFolderDestination `protobuf:"bytes,2,opt,name=gcs_folder_destination,json=gcsFolderDestination,proto3,oneof"`
}

type PauseEvaluationJobRequest 

type PauseEvaluationJobRequest struct {

	// Required. Name of the evaluation job that is going to be paused. Format:
	//
	// "projects/<var>{project_id}</var>/evaluationJobs/<var>{evaluation_job_id}</var>"
	Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"`
	// contains filtered or unexported fields
}

Request message for PauseEvaluationJob.

func (*PauseEvaluationJobRequest) Descriptor deprecated 

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

Deprecated: Use PauseEvaluationJobRequest.ProtoReflect.Descriptor instead.

func (*PauseEvaluationJobRequest) GetName 

func (x *PauseEvaluationJobRequest) GetName() string

func (*PauseEvaluationJobRequest) ProtoMessage 

func (*PauseEvaluationJobRequest) ProtoMessage()

func (*PauseEvaluationJobRequest) ProtoReflect 

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

func (*PauseEvaluationJobRequest) Reset 

func (x *PauseEvaluationJobRequest) Reset()

func (*PauseEvaluationJobRequest) String 

func (x *PauseEvaluationJobRequest) String() string

type PdfInstruction 

type PdfInstruction struct {

	// PDF file for the instruction. Only gcs path is allowed.
	GcsFileUri string `protobuf:"bytes,1,opt,name=gcs_file_uri,json=gcsFileUri,proto3" json:"gcs_file_uri,omitempty"`
	// contains filtered or unexported fields
}

Instruction from a PDF file.

func (*PdfInstruction) Descriptor deprecated 

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

Deprecated: Use PdfInstruction.ProtoReflect.Descriptor instead.

func (*PdfInstruction) GetGcsFileUri 

func (x *PdfInstruction) GetGcsFileUri() string

func (*PdfInstruction) ProtoMessage 

func (*PdfInstruction) ProtoMessage()

func (*PdfInstruction) ProtoReflect 

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

func (*PdfInstruction) Reset 

func (x *PdfInstruction) Reset()

func (*PdfInstruction) String 

func (x *PdfInstruction) String() string

type Polyline 

type Polyline struct {

	// The polyline vertices.
	Vertices []*Vertex `protobuf:"bytes,1,rep,name=vertices,proto3" json:"vertices,omitempty"`
	// contains filtered or unexported fields
}

A line with multiple line segments.

func (*Polyline) Descriptor deprecated 

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

Deprecated: Use Polyline.ProtoReflect.Descriptor instead.

func (*Polyline) GetVertices 

func (x *Polyline) GetVertices() []*Vertex

func (*Polyline) ProtoMessage 

func (*Polyline) ProtoMessage()

func (*Polyline) ProtoReflect 

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

func (*Polyline) Reset 

func (x *Polyline) Reset()

func (*Polyline) String 

func (x *Polyline) String() string

type PolylineConfig 

type PolylineConfig struct {

	// Required. Annotation spec set resource name.
	AnnotationSpecSet string `protobuf:"bytes,1,opt,name=annotation_spec_set,json=annotationSpecSet,proto3" json:"annotation_spec_set,omitempty"`
	// Optional. Instruction message showed on contributors UI.
	InstructionMessage string `protobuf:"bytes,2,opt,name=instruction_message,json=instructionMessage,proto3" json:"instruction_message,omitempty"`
	// contains filtered or unexported fields
}

Config for image polyline human labeling task.

func (*PolylineConfig) Descriptor deprecated 

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

Deprecated: Use PolylineConfig.ProtoReflect.Descriptor instead.

func (*PolylineConfig) GetAnnotationSpecSet 

func (x *PolylineConfig) GetAnnotationSpecSet() string

func (*PolylineConfig) GetInstructionMessage 

func (x *PolylineConfig) GetInstructionMessage() string

func (*PolylineConfig) ProtoMessage 

func (*PolylineConfig) ProtoMessage()

func (*PolylineConfig) ProtoReflect 

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

func (*PolylineConfig) Reset 

func (x *PolylineConfig) Reset()

func (*PolylineConfig) String 

func (x *PolylineConfig) String() string

type PrCurve 

type PrCurve struct {

	// The annotation spec of the label for which the precision-recall curve
	// calculated. If this field is empty, that means the precision-recall curve
	// is an aggregate curve for all labels.
	AnnotationSpec *AnnotationSpec `protobuf:"bytes,1,opt,name=annotation_spec,json=annotationSpec,proto3" json:"annotation_spec,omitempty"`
	// Area under the precision-recall curve. Not to be confused with area under
	// a receiver operating characteristic (ROC) curve.
	AreaUnderCurve float32 `protobuf:"fixed32,2,opt,name=area_under_curve,json=areaUnderCurve,proto3" json:"area_under_curve,omitempty"`
	// Entries that make up the precision-recall graph. Each entry is a "point" on
	// the graph drawn for a different `confidence_threshold`.
	ConfidenceMetricsEntries []*PrCurve_ConfidenceMetricsEntry `` /* 135-byte string literal not displayed */
	// Mean average prcision of this curve.
	MeanAveragePrecision float32 `protobuf:"fixed32,4,opt,name=mean_average_precision,json=meanAveragePrecision,proto3" json:"mean_average_precision,omitempty"`
	// contains filtered or unexported fields
}

func (*PrCurve) Descriptor deprecated 

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

Deprecated: Use PrCurve.ProtoReflect.Descriptor instead.

func (*PrCurve) GetAnnotationSpec 

func (x *PrCurve) GetAnnotationSpec() *AnnotationSpec

func (*PrCurve) GetAreaUnderCurve 

func (x *PrCurve) GetAreaUnderCurve() float32

func (*PrCurve) GetConfidenceMetricsEntries 

func (x *PrCurve) GetConfidenceMetricsEntries() []*PrCurve_ConfidenceMetricsEntry

func (*PrCurve) GetMeanAveragePrecision 

func (x *PrCurve) GetMeanAveragePrecision() float32

func (*PrCurve) ProtoMessage 

func (*PrCurve) ProtoMessage()

func (*PrCurve) ProtoReflect 

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

func (*PrCurve) Reset 

func (x *PrCurve) Reset()

func (*PrCurve) String 

func (x *PrCurve) String() string

type PrCurve_ConfidenceMetricsEntry 

type PrCurve_ConfidenceMetricsEntry struct {

	// Threshold used for this entry.
	//
	// For classification tasks, this is a classification threshold: a
	// predicted label is categorized as positive or negative (in the context of
	// this point on the PR curve) based on whether the label's score meets this
	// threshold.
	//
	// For image object detection (bounding box) tasks, this is the
	// [intersection-over-union
	//
	// (IOU)](/vision/automl/object-detection/docs/evaluate#intersection-over-union)
	// threshold for the context of this point on the PR curve.
	ConfidenceThreshold float32 `protobuf:"fixed32,1,opt,name=confidence_threshold,json=confidenceThreshold,proto3" json:"confidence_threshold,omitempty"`
	// Recall value.
	Recall float32 `protobuf:"fixed32,2,opt,name=recall,proto3" json:"recall,omitempty"`
	// Precision value.
	Precision float32 `protobuf:"fixed32,3,opt,name=precision,proto3" json:"precision,omitempty"`
	// Harmonic mean of recall and precision.
	F1Score float32 `protobuf:"fixed32,4,opt,name=f1_score,json=f1Score,proto3" json:"f1_score,omitempty"`
	// Recall value for entries with label that has highest score.
	RecallAt1 float32 `protobuf:"fixed32,5,opt,name=recall_at1,json=recallAt1,proto3" json:"recall_at1,omitempty"`
	// Precision value for entries with label that has highest score.
	PrecisionAt1 float32 `protobuf:"fixed32,6,opt,name=precision_at1,json=precisionAt1,proto3" json:"precision_at1,omitempty"`
	// The harmonic mean of [recall_at1][google.cloud.datalabeling.v1beta1.PrCurve.ConfidenceMetricsEntry.recall_at1] and [precision_at1][google.cloud.datalabeling.v1beta1.PrCurve.ConfidenceMetricsEntry.precision_at1].
	F1ScoreAt1 float32 `protobuf:"fixed32,7,opt,name=f1_score_at1,json=f1ScoreAt1,proto3" json:"f1_score_at1,omitempty"`
	// Recall value for entries with label that has highest 5 scores.
	RecallAt5 float32 `protobuf:"fixed32,8,opt,name=recall_at5,json=recallAt5,proto3" json:"recall_at5,omitempty"`
	// Precision value for entries with label that has highest 5 scores.
	PrecisionAt5 float32 `protobuf:"fixed32,9,opt,name=precision_at5,json=precisionAt5,proto3" json:"precision_at5,omitempty"`
	// The harmonic mean of [recall_at5][google.cloud.datalabeling.v1beta1.PrCurve.ConfidenceMetricsEntry.recall_at5] and [precision_at5][google.cloud.datalabeling.v1beta1.PrCurve.ConfidenceMetricsEntry.precision_at5].
	F1ScoreAt5 float32 `protobuf:"fixed32,10,opt,name=f1_score_at5,json=f1ScoreAt5,proto3" json:"f1_score_at5,omitempty"`
	// contains filtered or unexported fields
}

func (*PrCurve_ConfidenceMetricsEntry) Descriptor deprecated 

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

Deprecated: Use PrCurve_ConfidenceMetricsEntry.ProtoReflect.Descriptor instead.

func (*PrCurve_ConfidenceMetricsEntry) GetConfidenceThreshold 

func (x *PrCurve_ConfidenceMetricsEntry) GetConfidenceThreshold() float32

func (*PrCurve_ConfidenceMetricsEntry) GetF1Score 

func (x *PrCurve_ConfidenceMetricsEntry) GetF1Score() float32

func (*PrCurve_ConfidenceMetricsEntry) GetF1ScoreAt1 

func (x *PrCurve_ConfidenceMetricsEntry) GetF1ScoreAt1() float32

func (*PrCurve_ConfidenceMetricsEntry) GetF1ScoreAt5 

func (x *PrCurve_ConfidenceMetricsEntry) GetF1ScoreAt5() float32

func (*PrCurve_ConfidenceMetricsEntry) GetPrecision 

func (x *PrCurve_ConfidenceMetricsEntry) GetPrecision() float32

func (*PrCurve_ConfidenceMetricsEntry) GetPrecisionAt1 

func (x *PrCurve_ConfidenceMetricsEntry) GetPrecisionAt1() float32

func (*PrCurve_ConfidenceMetricsEntry) GetPrecisionAt5 

func (x *PrCurve_ConfidenceMetricsEntry) GetPrecisionAt5() float32

func (*PrCurve_ConfidenceMetricsEntry) GetRecall 

func (x *PrCurve_ConfidenceMetricsEntry) GetRecall() float32

func (*PrCurve_ConfidenceMetricsEntry) GetRecallAt1 

func (x *PrCurve_ConfidenceMetricsEntry) GetRecallAt1() float32

func (*PrCurve_ConfidenceMetricsEntry) GetRecallAt5 

func (x *PrCurve_ConfidenceMetricsEntry) GetRecallAt5() float32

func (*PrCurve_ConfidenceMetricsEntry) ProtoMessage 

func (*PrCurve_ConfidenceMetricsEntry) ProtoMessage()

func (*PrCurve_ConfidenceMetricsEntry) ProtoReflect 

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

func (*PrCurve_ConfidenceMetricsEntry) Reset 

func (x *PrCurve_ConfidenceMetricsEntry) Reset()

func (*PrCurve_ConfidenceMetricsEntry) String 

func (x *PrCurve_ConfidenceMetricsEntry) String() string

type ResumeEvaluationJobRequest 

type ResumeEvaluationJobRequest struct {

	// Required. Name of the evaluation job that is going to be resumed. Format:
	//
	// "projects/<var>{project_id}</var>/evaluationJobs/<var>{evaluation_job_id}</var>"
	Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"`
	// contains filtered or unexported fields
}

Request message ResumeEvaluationJob.

func (*ResumeEvaluationJobRequest) Descriptor deprecated 

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

Deprecated: Use ResumeEvaluationJobRequest.ProtoReflect.Descriptor instead.

func (*ResumeEvaluationJobRequest) GetName 

func (x *ResumeEvaluationJobRequest) GetName() string

func (*ResumeEvaluationJobRequest) ProtoMessage 

func (*ResumeEvaluationJobRequest) ProtoMessage()

func (*ResumeEvaluationJobRequest) ProtoReflect 

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

func (*ResumeEvaluationJobRequest) Reset 

func (x *ResumeEvaluationJobRequest) Reset()

func (*ResumeEvaluationJobRequest) String 

func (x *ResumeEvaluationJobRequest) String() string

type SearchEvaluationsRequest 

type SearchEvaluationsRequest struct {

	// Required. Evaluation search parent (project ID). Format:
	// "projects/<var>{project_id}</var>"
	Parent string `protobuf:"bytes,1,opt,name=parent,proto3" json:"parent,omitempty"`
	// Optional. To search evaluations, you can filter by the following:
	//
	// * evaluation<span>_</span>job.evaluation_job_id (the last part of
	//   [EvaluationJob.name][google.cloud.datalabeling.v1beta1.EvaluationJob.name])
	// * evaluation<span>_</span>job.model_id (the <var>{model_name}</var> portion
	//   of [EvaluationJob.modelVersion][google.cloud.datalabeling.v1beta1.EvaluationJob.model_version])
	// * evaluation<span>_</span>job.evaluation_job_run_time_start (Minimum
	//   threshold for the
	//   [evaluationJobRunTime][google.cloud.datalabeling.v1beta1.Evaluation.evaluation_job_run_time] that created
	//   the evaluation)
	// * evaluation<span>_</span>job.evaluation_job_run_time_end (Maximum
	//   threshold for the
	//   [evaluationJobRunTime][google.cloud.datalabeling.v1beta1.Evaluation.evaluation_job_run_time] that created
	//   the evaluation)
	// * evaluation<span>_</span>job.job_state ([EvaluationJob.state][google.cloud.datalabeling.v1beta1.EvaluationJob.state])
	// * annotation<span>_</span>spec.display_name (the Evaluation contains a
	//   metric for the annotation spec with this
	//   [displayName][google.cloud.datalabeling.v1beta1.AnnotationSpec.display_name])
	//
	// To filter by multiple critiera, use the `AND` operator or the `OR`
	// operator. The following examples shows a string that filters by several
	// critiera:
	//
	// "evaluation<span>_</span>job.evaluation_job_id =
	// <var>{evaluation_job_id}</var> AND evaluation<span>_</span>job.model_id =
	// <var>{model_name}</var> AND
	// evaluation<span>_</span>job.evaluation_job_run_time_start =
	// <var>{timestamp_1}</var> AND
	// evaluation<span>_</span>job.evaluation_job_run_time_end =
	// <var>{timestamp_2}</var> AND annotation<span>_</span>spec.display_name =
	// <var>{display_name}</var>"
	Filter string `protobuf:"bytes,2,opt,name=filter,proto3" json:"filter,omitempty"`
	// Optional. Requested page size. Server may return fewer results than
	// requested. Default value is 100.
	PageSize int32 `protobuf:"varint,3,opt,name=page_size,json=pageSize,proto3" json:"page_size,omitempty"`
	// Optional. A token identifying a page of results for the server to return.
	// Typically obtained by the
	// [nextPageToken][google.cloud.datalabeling.v1beta1.SearchEvaluationsResponse.next_page_token] of the response
	// to a previous search request.
	//
	// If you don't specify this field, the API call requests the first page of
	// the search.
	PageToken string `protobuf:"bytes,4,opt,name=page_token,json=pageToken,proto3" json:"page_token,omitempty"`
	// contains filtered or unexported fields
}

Request message for SearchEvaluation.

func (*SearchEvaluationsRequest) Descriptor deprecated 

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

Deprecated: Use SearchEvaluationsRequest.ProtoReflect.Descriptor instead.

func (*SearchEvaluationsRequest) GetFilter 

func (x *SearchEvaluationsRequest) GetFilter() string

func (*SearchEvaluationsRequest) GetPageSize 

func (x *SearchEvaluationsRequest) GetPageSize() int32

func (*SearchEvaluationsRequest) GetPageToken 

func (x *SearchEvaluationsRequest) GetPageToken() string

func (*SearchEvaluationsRequest) GetParent 

func (x *SearchEvaluationsRequest) GetParent() string

func (*SearchEvaluationsRequest) ProtoMessage 

func (*SearchEvaluationsRequest) ProtoMessage()

func (*SearchEvaluationsRequest) ProtoReflect 

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

func (*SearchEvaluationsRequest) Reset 

func (x *SearchEvaluationsRequest) Reset()

func (*SearchEvaluationsRequest) String 

func (x *SearchEvaluationsRequest) String() string

type SearchEvaluationsResponse 

type SearchEvaluationsResponse struct {

	// The list of evaluations matching the search.
	Evaluations []*Evaluation `protobuf:"bytes,1,rep,name=evaluations,proto3" json:"evaluations,omitempty"`
	// A token to retrieve next page of results.
	NextPageToken string `protobuf:"bytes,2,opt,name=next_page_token,json=nextPageToken,proto3" json:"next_page_token,omitempty"`
	// contains filtered or unexported fields
}

Results of searching evaluations.

func (*SearchEvaluationsResponse) Descriptor deprecated 

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

Deprecated: Use SearchEvaluationsResponse.ProtoReflect.Descriptor instead.

func (*SearchEvaluationsResponse) GetEvaluations 

func (x *SearchEvaluationsResponse) GetEvaluations() []*Evaluation

func (*SearchEvaluationsResponse) GetNextPageToken 

func (x *SearchEvaluationsResponse) GetNextPageToken() string

func (*SearchEvaluationsResponse) ProtoMessage 

func (*SearchEvaluationsResponse) ProtoMessage()

func (*SearchEvaluationsResponse) ProtoReflect 

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

func (*SearchEvaluationsResponse) Reset 

func (x *SearchEvaluationsResponse) Reset()

func (*SearchEvaluationsResponse) String 

func (x *SearchEvaluationsResponse) String() string

type SearchExampleComparisonsRequest 

type SearchExampleComparisonsRequest struct {

	// Required. Name of the [Evaluation][google.cloud.datalabeling.v1beta1.Evaluation] resource to search for example
	// comparisons from. Format:
	//
	// "projects/<var>{project_id}</var>/datasets/<var>{dataset_id}</var>/evaluations/<var>{evaluation_id}</var>"
	Parent string `protobuf:"bytes,1,opt,name=parent,proto3" json:"parent,omitempty"`
	// Optional. Requested page size. Server may return fewer results than
	// requested. Default value is 100.
	PageSize int32 `protobuf:"varint,2,opt,name=page_size,json=pageSize,proto3" json:"page_size,omitempty"`
	// Optional. A token identifying a page of results for the server to return.
	// Typically obtained by the
	// [nextPageToken][SearchExampleComparisons.next_page_token] of the response
	// to a previous search rquest.
	//
	// If you don't specify this field, the API call requests the first page of
	// the search.
	PageToken string `protobuf:"bytes,3,opt,name=page_token,json=pageToken,proto3" json:"page_token,omitempty"`
	// contains filtered or unexported fields
}

Request message of SearchExampleComparisons.

func (*SearchExampleComparisonsRequest) Descriptor deprecated 

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

Deprecated: Use SearchExampleComparisonsRequest.ProtoReflect.Descriptor instead.

func (*SearchExampleComparisonsRequest) GetPageSize 

func (x *SearchExampleComparisonsRequest) GetPageSize() int32

func (*SearchExampleComparisonsRequest) GetPageToken 

func (x *SearchExampleComparisonsRequest) GetPageToken() string

func (*SearchExampleComparisonsRequest) GetParent 

func (x *SearchExampleComparisonsRequest) GetParent() string

func (*SearchExampleComparisonsRequest) ProtoMessage 

func (*SearchExampleComparisonsRequest) ProtoMessage()

func (*SearchExampleComparisonsRequest) ProtoReflect 

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

func (*SearchExampleComparisonsRequest) Reset 

func (x *SearchExampleComparisonsRequest) Reset()

func (*SearchExampleComparisonsRequest) String 

func (x *SearchExampleComparisonsRequest) String() string

type SearchExampleComparisonsResponse 

type SearchExampleComparisonsResponse struct {

	// A list of example comparisons matching the search criteria.
	ExampleComparisons []*SearchExampleComparisonsResponse_ExampleComparison `protobuf:"bytes,1,rep,name=example_comparisons,json=exampleComparisons,proto3" json:"example_comparisons,omitempty"`
	// A token to retrieve next page of results.
	NextPageToken string `protobuf:"bytes,2,opt,name=next_page_token,json=nextPageToken,proto3" json:"next_page_token,omitempty"`
	// contains filtered or unexported fields
}

Results of searching example comparisons.

func (*SearchExampleComparisonsResponse) Descriptor deprecated 

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

Deprecated: Use SearchExampleComparisonsResponse.ProtoReflect.Descriptor instead.

func (*SearchExampleComparisonsResponse) GetExampleComparisons 

func (x *SearchExampleComparisonsResponse) GetExampleComparisons() []*SearchExampleComparisonsResponse_ExampleComparison

func (*SearchExampleComparisonsResponse) GetNextPageToken 

func (x *SearchExampleComparisonsResponse) GetNextPageToken() string

func (*SearchExampleComparisonsResponse) ProtoMessage 

func (*SearchExampleComparisonsResponse) ProtoMessage()

func (*SearchExampleComparisonsResponse) ProtoReflect 

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

func (*SearchExampleComparisonsResponse) Reset 

func (x *SearchExampleComparisonsResponse) Reset()

func (*SearchExampleComparisonsResponse) String 

func (x *SearchExampleComparisonsResponse) String() string

type SearchExampleComparisonsResponse_ExampleComparison 

type SearchExampleComparisonsResponse_ExampleComparison struct {

	// The ground truth output for the input.
	GroundTruthExample *Example `protobuf:"bytes,1,opt,name=ground_truth_example,json=groundTruthExample,proto3" json:"ground_truth_example,omitempty"`
	// Predictions by the model for the input.
	ModelCreatedExamples []*Example `protobuf:"bytes,2,rep,name=model_created_examples,json=modelCreatedExamples,proto3" json:"model_created_examples,omitempty"`
	// contains filtered or unexported fields
}

Example comparisons comparing ground truth output and predictions for a specific input.

func (*SearchExampleComparisonsResponse_ExampleComparison) Descriptor deprecated 

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

Deprecated: Use SearchExampleComparisonsResponse_ExampleComparison.ProtoReflect.Descriptor instead.

func (*SearchExampleComparisonsResponse_ExampleComparison) GetGroundTruthExample 

func (x *SearchExampleComparisonsResponse_ExampleComparison) GetGroundTruthExample() *Example

func (*SearchExampleComparisonsResponse_ExampleComparison) GetModelCreatedExamples 

func (x *SearchExampleComparisonsResponse_ExampleComparison) GetModelCreatedExamples() []*Example

func (*SearchExampleComparisonsResponse_ExampleComparison) ProtoMessage 

func (*SearchExampleComparisonsResponse_ExampleComparison) ProtoMessage()

func (*SearchExampleComparisonsResponse_ExampleComparison) ProtoReflect 

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

func (*SearchExampleComparisonsResponse_ExampleComparison) Reset 

func (x *SearchExampleComparisonsResponse_ExampleComparison) Reset()

func (*SearchExampleComparisonsResponse_ExampleComparison) String 

func (x *SearchExampleComparisonsResponse_ExampleComparison) String() string

type SegmentationConfig 

type SegmentationConfig struct {

	// Required. Annotation spec set resource name. format:
	// projects/{project_id}/annotationSpecSets/{annotation_spec_set_id}
	AnnotationSpecSet string `protobuf:"bytes,1,opt,name=annotation_spec_set,json=annotationSpecSet,proto3" json:"annotation_spec_set,omitempty"`
	// Instruction message showed on labelers UI.
	InstructionMessage string `protobuf:"bytes,2,opt,name=instruction_message,json=instructionMessage,proto3" json:"instruction_message,omitempty"`
	// contains filtered or unexported fields
}

Config for image segmentation

func (*SegmentationConfig) Descriptor deprecated 

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

Deprecated: Use SegmentationConfig.ProtoReflect.Descriptor instead.

func (*SegmentationConfig) GetAnnotationSpecSet 

func (x *SegmentationConfig) GetAnnotationSpecSet() string

func (*SegmentationConfig) GetInstructionMessage 

func (x *SegmentationConfig) GetInstructionMessage() string

func (*SegmentationConfig) ProtoMessage 

func (*SegmentationConfig) ProtoMessage()

func (*SegmentationConfig) ProtoReflect 

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

func (*SegmentationConfig) Reset 

func (x *SegmentationConfig) Reset()

func (*SegmentationConfig) String 

func (x *SegmentationConfig) String() string

type SentimentConfig 

type SentimentConfig struct {

	// If set to true, contributors will have the option to select sentiment of
	// the label they selected, to mark it as negative or positive label. Default
	// is false.
	EnableLabelSentimentSelection bool `` /* 153-byte string literal not displayed */
	// contains filtered or unexported fields
}

Config for setting up sentiments.

func (*SentimentConfig) Descriptor deprecated 

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

Deprecated: Use SentimentConfig.ProtoReflect.Descriptor instead.

func (*SentimentConfig) GetEnableLabelSentimentSelection 

func (x *SentimentConfig) GetEnableLabelSentimentSelection() bool

func (*SentimentConfig) ProtoMessage 

func (*SentimentConfig) ProtoMessage()

func (*SentimentConfig) ProtoReflect 

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

func (*SentimentConfig) Reset 

func (x *SentimentConfig) Reset()

func (*SentimentConfig) String 

func (x *SentimentConfig) String() string

type SequentialSegment 

type SequentialSegment struct {

	// Start position (inclusive).
	Start int32 `protobuf:"varint,1,opt,name=start,proto3" json:"start,omitempty"`
	// End position (exclusive).
	End int32 `protobuf:"varint,2,opt,name=end,proto3" json:"end,omitempty"`
	// contains filtered or unexported fields
}

Start and end position in a sequence (e.g. text segment).

func (*SequentialSegment) Descriptor deprecated 

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

Deprecated: Use SequentialSegment.ProtoReflect.Descriptor instead.

func (*SequentialSegment) GetEnd 

func (x *SequentialSegment) GetEnd() int32

func (*SequentialSegment) GetStart 

func (x *SequentialSegment) GetStart() int32

func (*SequentialSegment) ProtoMessage 

func (*SequentialSegment) ProtoMessage()

func (*SequentialSegment) ProtoReflect 

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

func (*SequentialSegment) Reset 

func (x *SequentialSegment) Reset()

func (*SequentialSegment) String 

func (x *SequentialSegment) String() string

type StringAggregationType 

type StringAggregationType int32
const (
	StringAggregationType_STRING_AGGREGATION_TYPE_UNSPECIFIED StringAggregationType = 0
	// Majority vote to aggregate answers.
	StringAggregationType_MAJORITY_VOTE StringAggregationType = 1
	// Unanimous answers will be adopted.
	StringAggregationType_UNANIMOUS_VOTE StringAggregationType = 2
	// Preserve all answers by crowd compute.
	StringAggregationType_NO_AGGREGATION StringAggregationType = 3
)

func (StringAggregationType) Descriptor 

func (StringAggregationType) Descriptor() protoreflect.EnumDescriptor

func (StringAggregationType) Enum 

func (x StringAggregationType) Enum() *StringAggregationType

func (StringAggregationType) EnumDescriptor deprecated 

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

Deprecated: Use StringAggregationType.Descriptor instead.

func (StringAggregationType) Number 

func (x StringAggregationType) Number() protoreflect.EnumNumber

func (StringAggregationType) String 

func (x StringAggregationType) String() string

func (StringAggregationType) Type 

func (StringAggregationType) Type() protoreflect.EnumType

type TextClassificationAnnotation 

type TextClassificationAnnotation struct {

	// Label of the text.
	AnnotationSpec *AnnotationSpec `protobuf:"bytes,1,opt,name=annotation_spec,json=annotationSpec,proto3" json:"annotation_spec,omitempty"`
	// contains filtered or unexported fields
}

Text classification annotation.

func (*TextClassificationAnnotation) Descriptor deprecated 

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

Deprecated: Use TextClassificationAnnotation.ProtoReflect.Descriptor instead.

func (*TextClassificationAnnotation) GetAnnotationSpec 

func (x *TextClassificationAnnotation) GetAnnotationSpec() *AnnotationSpec

func (*TextClassificationAnnotation) ProtoMessage 

func (*TextClassificationAnnotation) ProtoMessage()

func (*TextClassificationAnnotation) ProtoReflect 

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

func (*TextClassificationAnnotation) Reset 

func (x *TextClassificationAnnotation) Reset()

func (*TextClassificationAnnotation) String 

func (x *TextClassificationAnnotation) String() string

type TextClassificationConfig 

type TextClassificationConfig struct {

	// Optional. If allow_multi_label is true, contributors are able to choose
	// multiple labels for one text segment.
	AllowMultiLabel bool `protobuf:"varint,1,opt,name=allow_multi_label,json=allowMultiLabel,proto3" json:"allow_multi_label,omitempty"`
	// Required. Annotation spec set resource name.
	AnnotationSpecSet string `protobuf:"bytes,2,opt,name=annotation_spec_set,json=annotationSpecSet,proto3" json:"annotation_spec_set,omitempty"`
	// Optional. Configs for sentiment selection.
	SentimentConfig *SentimentConfig `protobuf:"bytes,3,opt,name=sentiment_config,json=sentimentConfig,proto3" json:"sentiment_config,omitempty"`
	// contains filtered or unexported fields
}

Config for text classification human labeling task.

func (*TextClassificationConfig) Descriptor deprecated 

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

Deprecated: Use TextClassificationConfig.ProtoReflect.Descriptor instead.

func (*TextClassificationConfig) GetAllowMultiLabel 

func (x *TextClassificationConfig) GetAllowMultiLabel() bool

func (*TextClassificationConfig) GetAnnotationSpecSet 

func (x *TextClassificationConfig) GetAnnotationSpecSet() string

func (*TextClassificationConfig) GetSentimentConfig 

func (x *TextClassificationConfig) GetSentimentConfig() *SentimentConfig

func (*TextClassificationConfig) ProtoMessage 

func (*TextClassificationConfig) ProtoMessage()

func (*TextClassificationConfig) ProtoReflect 

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

func (*TextClassificationConfig) Reset 

func (x *TextClassificationConfig) Reset()

func (*TextClassificationConfig) String 

func (x *TextClassificationConfig) String() string

type TextEntityExtractionAnnotation 

type TextEntityExtractionAnnotation struct {

	// Label of the text entities.
	AnnotationSpec *AnnotationSpec `protobuf:"bytes,1,opt,name=annotation_spec,json=annotationSpec,proto3" json:"annotation_spec,omitempty"`
	// Position of the entity.
	SequentialSegment *SequentialSegment `protobuf:"bytes,2,opt,name=sequential_segment,json=sequentialSegment,proto3" json:"sequential_segment,omitempty"`
	// contains filtered or unexported fields
}

Text entity extraction annotation.

func (*TextEntityExtractionAnnotation) Descriptor deprecated 

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

Deprecated: Use TextEntityExtractionAnnotation.ProtoReflect.Descriptor instead.

func (*TextEntityExtractionAnnotation) GetAnnotationSpec 

func (x *TextEntityExtractionAnnotation) GetAnnotationSpec() *AnnotationSpec

func (*TextEntityExtractionAnnotation) GetSequentialSegment 

func (x *TextEntityExtractionAnnotation) GetSequentialSegment() *SequentialSegment

func (*TextEntityExtractionAnnotation) ProtoMessage 

func (*TextEntityExtractionAnnotation) ProtoMessage()

func (*TextEntityExtractionAnnotation) ProtoReflect 

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

func (*TextEntityExtractionAnnotation) Reset 

func (x *TextEntityExtractionAnnotation) Reset()

func (*TextEntityExtractionAnnotation) String 

func (x *TextEntityExtractionAnnotation) String() string

type TextEntityExtractionConfig 

type TextEntityExtractionConfig struct {

	// Required. Annotation spec set resource name.
	AnnotationSpecSet string `protobuf:"bytes,1,opt,name=annotation_spec_set,json=annotationSpecSet,proto3" json:"annotation_spec_set,omitempty"`
	// contains filtered or unexported fields
}

Config for text entity extraction human labeling task.

func (*TextEntityExtractionConfig) Descriptor deprecated 

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

Deprecated: Use TextEntityExtractionConfig.ProtoReflect.Descriptor instead.

func (*TextEntityExtractionConfig) GetAnnotationSpecSet 

func (x *TextEntityExtractionConfig) GetAnnotationSpecSet() string

func (*TextEntityExtractionConfig) ProtoMessage 

func (*TextEntityExtractionConfig) ProtoMessage()

func (*TextEntityExtractionConfig) ProtoReflect 

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

func (*TextEntityExtractionConfig) Reset 

func (x *TextEntityExtractionConfig) Reset()

func (*TextEntityExtractionConfig) String 

func (x *TextEntityExtractionConfig) String() string

type TextMetadata 

type TextMetadata struct {

	// The language of this text, as a
	// [BCP-47](https://www.rfc-editor.org/rfc/bcp/bcp47.txt).
	// Default value is en-US.
	LanguageCode string `protobuf:"bytes,1,opt,name=language_code,json=languageCode,proto3" json:"language_code,omitempty"`
	// contains filtered or unexported fields
}

Metadata for the text.

func (*TextMetadata) Descriptor deprecated 

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

Deprecated: Use TextMetadata.ProtoReflect.Descriptor instead.

func (*TextMetadata) GetLanguageCode 

func (x *TextMetadata) GetLanguageCode() string

func (*TextMetadata) ProtoMessage 

func (*TextMetadata) ProtoMessage()

func (*TextMetadata) ProtoReflect 

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

func (*TextMetadata) Reset 

func (x *TextMetadata) Reset()

func (*TextMetadata) String 

func (x *TextMetadata) String() string

type TextPayload 

type TextPayload struct {

	// Text content.
	TextContent string `protobuf:"bytes,1,opt,name=text_content,json=textContent,proto3" json:"text_content,omitempty"`
	// contains filtered or unexported fields
}

Container of information about a piece of text.

func (*TextPayload) Descriptor deprecated 

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

Deprecated: Use TextPayload.ProtoReflect.Descriptor instead.

func (*TextPayload) GetTextContent 

func (x *TextPayload) GetTextContent() string

func (*TextPayload) ProtoMessage 

func (*TextPayload) ProtoMessage()

func (*TextPayload) ProtoReflect 

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

func (*TextPayload) Reset 

func (x *TextPayload) Reset()

func (*TextPayload) String 

func (x *TextPayload) String() string

type TimeSegment 

type TimeSegment struct {

	// Start of the time segment (inclusive), represented as the duration since
	// the example start.
	StartTimeOffset *durationpb.Duration `protobuf:"bytes,1,opt,name=start_time_offset,json=startTimeOffset,proto3" json:"start_time_offset,omitempty"`
	// End of the time segment (exclusive), represented as the duration since the
	// example start.
	EndTimeOffset *durationpb.Duration `protobuf:"bytes,2,opt,name=end_time_offset,json=endTimeOffset,proto3" json:"end_time_offset,omitempty"`
	// contains filtered or unexported fields
}

A time period inside of an example that has a time dimension (e.g. video).

func (*TimeSegment) Descriptor deprecated 

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

Deprecated: Use TimeSegment.ProtoReflect.Descriptor instead.

func (*TimeSegment) GetEndTimeOffset 

func (x *TimeSegment) GetEndTimeOffset() *durationpb.Duration

func (*TimeSegment) GetStartTimeOffset 

func (x *TimeSegment) GetStartTimeOffset() *durationpb.Duration

func (*TimeSegment) ProtoMessage 

func (*TimeSegment) ProtoMessage()

func (*TimeSegment) ProtoReflect 

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

func (*TimeSegment) Reset 

func (x *TimeSegment) Reset()

func (*TimeSegment) String 

func (x *TimeSegment) String() string

type UnimplementedDataLabelingServiceServer 

type UnimplementedDataLabelingServiceServer struct {
}

UnimplementedDataLabelingServiceServer can be embedded to have forward compatible implementations.

func (*UnimplementedDataLabelingServiceServer) CreateAnnotationSpecSet 

func (*UnimplementedDataLabelingServiceServer) CreateAnnotationSpecSet(context.Context, *CreateAnnotationSpecSetRequest) (*AnnotationSpecSet, error)

func (*UnimplementedDataLabelingServiceServer) CreateDataset 

func (*UnimplementedDataLabelingServiceServer) CreateDataset(context.Context, *CreateDatasetRequest) (*Dataset, error)

func (*UnimplementedDataLabelingServiceServer) CreateEvaluationJob 

func (*UnimplementedDataLabelingServiceServer) CreateEvaluationJob(context.Context, *CreateEvaluationJobRequest) (*EvaluationJob, error)

func (*UnimplementedDataLabelingServiceServer) CreateInstruction 

func (*UnimplementedDataLabelingServiceServer) CreateInstruction(context.Context, *CreateInstructionRequest) (*longrunning.Operation, error)

func (*UnimplementedDataLabelingServiceServer) DeleteAnnotatedDataset 

func (*UnimplementedDataLabelingServiceServer) DeleteAnnotatedDataset(context.Context, *DeleteAnnotatedDatasetRequest) (*emptypb.Empty, error)

func (*UnimplementedDataLabelingServiceServer) DeleteAnnotationSpecSet 

func (*UnimplementedDataLabelingServiceServer) DeleteAnnotationSpecSet(context.Context, *DeleteAnnotationSpecSetRequest) (*emptypb.Empty, error)

func (*UnimplementedDataLabelingServiceServer) DeleteDataset 

func (*UnimplementedDataLabelingServiceServer) DeleteDataset(context.Context, *DeleteDatasetRequest) (*emptypb.Empty, error)

func (*UnimplementedDataLabelingServiceServer) DeleteEvaluationJob 

func (*UnimplementedDataLabelingServiceServer) DeleteEvaluationJob(context.Context, *DeleteEvaluationJobRequest) (*emptypb.Empty, error)

func (*UnimplementedDataLabelingServiceServer) DeleteInstruction 

func (*UnimplementedDataLabelingServiceServer) DeleteInstruction(context.Context, *DeleteInstructionRequest) (*emptypb.Empty, error)

func (*UnimplementedDataLabelingServiceServer) ExportData 

func (*UnimplementedDataLabelingServiceServer) ExportData(context.Context, *ExportDataRequest) (*longrunning.Operation, error)

func (*UnimplementedDataLabelingServiceServer) GetAnnotatedDataset 

func (*UnimplementedDataLabelingServiceServer) GetAnnotatedDataset(context.Context, *GetAnnotatedDatasetRequest) (*AnnotatedDataset, error)

func (*UnimplementedDataLabelingServiceServer) GetAnnotationSpecSet 

func (*UnimplementedDataLabelingServiceServer) GetAnnotationSpecSet(context.Context, *GetAnnotationSpecSetRequest) (*AnnotationSpecSet, error)

func (*UnimplementedDataLabelingServiceServer) GetDataItem 

func (*UnimplementedDataLabelingServiceServer) GetDataItem(context.Context, *GetDataItemRequest) (*DataItem, error)

func (*UnimplementedDataLabelingServiceServer) GetDataset 

func (*UnimplementedDataLabelingServiceServer) GetDataset(context.Context, *GetDatasetRequest) (*Dataset, error)

func (*UnimplementedDataLabelingServiceServer) GetEvaluation 

func (*UnimplementedDataLabelingServiceServer) GetEvaluation(context.Context, *GetEvaluationRequest) (*Evaluation, error)

func (*UnimplementedDataLabelingServiceServer) GetEvaluationJob 

func (*UnimplementedDataLabelingServiceServer) GetEvaluationJob(context.Context, *GetEvaluationJobRequest) (*EvaluationJob, error)

func (*UnimplementedDataLabelingServiceServer) GetExample 

func (*UnimplementedDataLabelingServiceServer) GetExample(context.Context, *GetExampleRequest) (*Example, error)

func (*UnimplementedDataLabelingServiceServer) GetInstruction 

func (*UnimplementedDataLabelingServiceServer) GetInstruction(context.Context, *GetInstructionRequest) (*Instruction, error)

func (*UnimplementedDataLabelingServiceServer) ImportData 

func (*UnimplementedDataLabelingServiceServer) ImportData(context.Context, *ImportDataRequest) (*longrunning.Operation, error)

func (*UnimplementedDataLabelingServiceServer) LabelImage 

func (*UnimplementedDataLabelingServiceServer) LabelImage(context.Context, *LabelImageRequest) (*longrunning.Operation, error)

func (*UnimplementedDataLabelingServiceServer) LabelText 

func (*UnimplementedDataLabelingServiceServer) LabelText(context.Context, *LabelTextRequest) (*longrunning.Operation, error)

func (*UnimplementedDataLabelingServiceServer) LabelVideo 

func (*UnimplementedDataLabelingServiceServer) LabelVideo(context.Context, *LabelVideoRequest) (*longrunning.Operation, error)

func (*UnimplementedDataLabelingServiceServer) ListAnnotatedDatasets 

func (*UnimplementedDataLabelingServiceServer) ListAnnotatedDatasets(context.Context, *ListAnnotatedDatasetsRequest) (*ListAnnotatedDatasetsResponse, error)

func (*UnimplementedDataLabelingServiceServer) ListAnnotationSpecSets 

func (*UnimplementedDataLabelingServiceServer) ListAnnotationSpecSets(context.Context, *ListAnnotationSpecSetsRequest) (*ListAnnotationSpecSetsResponse, error)

func (*UnimplementedDataLabelingServiceServer) ListDataItems 

func (*UnimplementedDataLabelingServiceServer) ListDataItems(context.Context, *ListDataItemsRequest) (*ListDataItemsResponse, error)

func (*UnimplementedDataLabelingServiceServer) ListDatasets 

func (*UnimplementedDataLabelingServiceServer) ListDatasets(context.Context, *ListDatasetsRequest) (*ListDatasetsResponse, error)

func (*UnimplementedDataLabelingServiceServer) ListEvaluationJobs 

func (*UnimplementedDataLabelingServiceServer) ListEvaluationJobs(context.Context, *ListEvaluationJobsRequest) (*ListEvaluationJobsResponse, error)

func (*UnimplementedDataLabelingServiceServer) ListExamples 

func (*UnimplementedDataLabelingServiceServer) ListExamples(context.Context, *ListExamplesRequest) (*ListExamplesResponse, error)

func (*UnimplementedDataLabelingServiceServer) ListInstructions 

func (*UnimplementedDataLabelingServiceServer) ListInstructions(context.Context, *ListInstructionsRequest) (*ListInstructionsResponse, error)

func (*UnimplementedDataLabelingServiceServer) PauseEvaluationJob 

func (*UnimplementedDataLabelingServiceServer) PauseEvaluationJob(context.Context, *PauseEvaluationJobRequest) (*emptypb.Empty, error)

func (*UnimplementedDataLabelingServiceServer) ResumeEvaluationJob 

func (*UnimplementedDataLabelingServiceServer) ResumeEvaluationJob(context.Context, *ResumeEvaluationJobRequest) (*emptypb.Empty, error)

func (*UnimplementedDataLabelingServiceServer) SearchEvaluations 

func (*UnimplementedDataLabelingServiceServer) SearchEvaluations(context.Context, *SearchEvaluationsRequest) (*SearchEvaluationsResponse, error)

func (*UnimplementedDataLabelingServiceServer) SearchExampleComparisons 

func (*UnimplementedDataLabelingServiceServer) SearchExampleComparisons(context.Context, *SearchExampleComparisonsRequest) (*SearchExampleComparisonsResponse, error)

func (*UnimplementedDataLabelingServiceServer) UpdateEvaluationJob 

func (*UnimplementedDataLabelingServiceServer) UpdateEvaluationJob(context.Context, *UpdateEvaluationJobRequest) (*EvaluationJob, error)

type UpdateEvaluationJobRequest 

type UpdateEvaluationJobRequest struct {

	// Required. Evaluation job that is going to be updated.
	EvaluationJob *EvaluationJob `protobuf:"bytes,1,opt,name=evaluation_job,json=evaluationJob,proto3" json:"evaluation_job,omitempty"`
	// Optional. Mask for which fields to update. You can only provide the
	// following fields:
	//
	// * `evaluationJobConfig.humanAnnotationConfig.instruction`
	// * `evaluationJobConfig.exampleCount`
	// * `evaluationJobConfig.exampleSamplePercentage`
	//
	// You can provide more than one of these fields by separating them with
	// commas.
	UpdateMask *fieldmaskpb.FieldMask `protobuf:"bytes,2,opt,name=update_mask,json=updateMask,proto3" json:"update_mask,omitempty"`
	// contains filtered or unexported fields
}

Request message for UpdateEvaluationJob.

func (*UpdateEvaluationJobRequest) Descriptor deprecated 

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

Deprecated: Use UpdateEvaluationJobRequest.ProtoReflect.Descriptor instead.

func (*UpdateEvaluationJobRequest) GetEvaluationJob 

func (x *UpdateEvaluationJobRequest) GetEvaluationJob() *EvaluationJob

func (*UpdateEvaluationJobRequest) GetUpdateMask 

func (x *UpdateEvaluationJobRequest) GetUpdateMask() *fieldmaskpb.FieldMask

func (*UpdateEvaluationJobRequest) ProtoMessage 

func (*UpdateEvaluationJobRequest) ProtoMessage()

func (*UpdateEvaluationJobRequest) ProtoReflect 

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

func (*UpdateEvaluationJobRequest) Reset 

func (x *UpdateEvaluationJobRequest) Reset()

func (*UpdateEvaluationJobRequest) String 

func (x *UpdateEvaluationJobRequest) String() string

type Vertex 

type Vertex struct {

	// X coordinate.
	X int32 `protobuf:"varint,1,opt,name=x,proto3" json:"x,omitempty"`
	// Y coordinate.
	Y int32 `protobuf:"varint,2,opt,name=y,proto3" json:"y,omitempty"`
	// contains filtered or unexported fields
}

A vertex represents a 2D point in the image. NOTE: the vertex coordinates are in the same scale as the original image.

func (*Vertex) Descriptor deprecated 

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

Deprecated: Use Vertex.ProtoReflect.Descriptor instead.

func (*Vertex) GetX 

func (x *Vertex) GetX() int32

func (*Vertex) GetY 

func (x *Vertex) GetY() int32

func (*Vertex) ProtoMessage 

func (*Vertex) ProtoMessage()

func (*Vertex) ProtoReflect 

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

func (*Vertex) Reset 

func (x *Vertex) Reset()

func (*Vertex) String 

func (x *Vertex) String() string

type VideoClassificationAnnotation 

type VideoClassificationAnnotation struct {

	// The time segment of the video to which the annotation applies.
	TimeSegment *TimeSegment `protobuf:"bytes,1,opt,name=time_segment,json=timeSegment,proto3" json:"time_segment,omitempty"`
	// Label of the segment specified by time_segment.
	AnnotationSpec *AnnotationSpec `protobuf:"bytes,2,opt,name=annotation_spec,json=annotationSpec,proto3" json:"annotation_spec,omitempty"`
	// contains filtered or unexported fields
}

Video classification annotation.

func (*VideoClassificationAnnotation) Descriptor deprecated 

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

Deprecated: Use VideoClassificationAnnotation.ProtoReflect.Descriptor instead.

func (*VideoClassificationAnnotation) GetAnnotationSpec 

func (x *VideoClassificationAnnotation) GetAnnotationSpec() *AnnotationSpec

func (*VideoClassificationAnnotation) GetTimeSegment 

func (x *VideoClassificationAnnotation) GetTimeSegment() *TimeSegment

func (*VideoClassificationAnnotation) ProtoMessage 

func (*VideoClassificationAnnotation) ProtoMessage()

func (*VideoClassificationAnnotation) ProtoReflect 

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

func (*VideoClassificationAnnotation) Reset 

func (x *VideoClassificationAnnotation) Reset()

func (*VideoClassificationAnnotation) String 

func (x *VideoClassificationAnnotation) String() string

type VideoClassificationConfig 

type VideoClassificationConfig struct {

	// Required. The list of annotation spec set configs.
	// Since watching a video clip takes much longer time than an image, we
	// support label with multiple AnnotationSpecSet at the same time. Labels
	// in each AnnotationSpecSet will be shown in a group to contributors.
	// Contributors can select one or more (depending on whether to allow multi
	// label) from each group.
	AnnotationSpecSetConfigs []*VideoClassificationConfig_AnnotationSpecSetConfig `` /* 137-byte string literal not displayed */
	// Optional. Option to apply shot detection on the video.
	ApplyShotDetection bool `protobuf:"varint,2,opt,name=apply_shot_detection,json=applyShotDetection,proto3" json:"apply_shot_detection,omitempty"`
	// contains filtered or unexported fields
}

Config for video classification human labeling task. Currently two types of video classification are supported: 1. Assign labels on the entire video. 2. Split the video into multiple video clips based on camera shot, and assign labels on each video clip.

func (*VideoClassificationConfig) Descriptor deprecated 

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

Deprecated: Use VideoClassificationConfig.ProtoReflect.Descriptor instead.

func (*VideoClassificationConfig) GetAnnotationSpecSetConfigs 

func (x *VideoClassificationConfig) GetAnnotationSpecSetConfigs() []*VideoClassificationConfig_AnnotationSpecSetConfig

func (*VideoClassificationConfig) GetApplyShotDetection 

func (x *VideoClassificationConfig) GetApplyShotDetection() bool

func (*VideoClassificationConfig) ProtoMessage 

func (*VideoClassificationConfig) ProtoMessage()

func (*VideoClassificationConfig) ProtoReflect 

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

func (*VideoClassificationConfig) Reset 

func (x *VideoClassificationConfig) Reset()

func (*VideoClassificationConfig) String 

func (x *VideoClassificationConfig) String() string

type VideoClassificationConfig_AnnotationSpecSetConfig 

type VideoClassificationConfig_AnnotationSpecSetConfig struct {

	// Required. Annotation spec set resource name.
	AnnotationSpecSet string `protobuf:"bytes,1,opt,name=annotation_spec_set,json=annotationSpecSet,proto3" json:"annotation_spec_set,omitempty"`
	// Optional. If allow_multi_label is true, contributors are able to
	// choose multiple labels from one annotation spec set.
	AllowMultiLabel bool `protobuf:"varint,2,opt,name=allow_multi_label,json=allowMultiLabel,proto3" json:"allow_multi_label,omitempty"`
	// contains filtered or unexported fields
}

Annotation spec set with the setting of allowing multi labels or not.

func (*VideoClassificationConfig_AnnotationSpecSetConfig) Descriptor deprecated 

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

Deprecated: Use VideoClassificationConfig_AnnotationSpecSetConfig.ProtoReflect.Descriptor instead.

func (*VideoClassificationConfig_AnnotationSpecSetConfig) GetAllowMultiLabel 

func (x *VideoClassificationConfig_AnnotationSpecSetConfig) GetAllowMultiLabel() bool

func (*VideoClassificationConfig_AnnotationSpecSetConfig) GetAnnotationSpecSet 

func (x *VideoClassificationConfig_AnnotationSpecSetConfig) GetAnnotationSpecSet() string

func (*VideoClassificationConfig_AnnotationSpecSetConfig) ProtoMessage 

func (*VideoClassificationConfig_AnnotationSpecSetConfig) ProtoMessage()

func (*VideoClassificationConfig_AnnotationSpecSetConfig) ProtoReflect 

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

func (*VideoClassificationConfig_AnnotationSpecSetConfig) Reset 

func (x *VideoClassificationConfig_AnnotationSpecSetConfig) Reset()

func (*VideoClassificationConfig_AnnotationSpecSetConfig) String 

func (x *VideoClassificationConfig_AnnotationSpecSetConfig) String() string

type VideoEventAnnotation 

type VideoEventAnnotation struct {

	// Label of the event in this annotation.
	AnnotationSpec *AnnotationSpec `protobuf:"bytes,1,opt,name=annotation_spec,json=annotationSpec,proto3" json:"annotation_spec,omitempty"`
	// The time segment of the video to which the annotation applies.
	TimeSegment *TimeSegment `protobuf:"bytes,2,opt,name=time_segment,json=timeSegment,proto3" json:"time_segment,omitempty"`
	// contains filtered or unexported fields
}

Video event annotation.

func (*VideoEventAnnotation) Descriptor deprecated 

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

Deprecated: Use VideoEventAnnotation.ProtoReflect.Descriptor instead.

func (*VideoEventAnnotation) GetAnnotationSpec 

func (x *VideoEventAnnotation) GetAnnotationSpec() *AnnotationSpec

func (*VideoEventAnnotation) GetTimeSegment 

func (x *VideoEventAnnotation) GetTimeSegment() *TimeSegment

func (*VideoEventAnnotation) ProtoMessage 

func (*VideoEventAnnotation) ProtoMessage()

func (*VideoEventAnnotation) ProtoReflect 

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

func (*VideoEventAnnotation) Reset 

func (x *VideoEventAnnotation) Reset()

func (*VideoEventAnnotation) String 

func (x *VideoEventAnnotation) String() string

type VideoObjectTrackingAnnotation 

type VideoObjectTrackingAnnotation struct {

	// Label of the object tracked in this annotation.
	AnnotationSpec *AnnotationSpec `protobuf:"bytes,1,opt,name=annotation_spec,json=annotationSpec,proto3" json:"annotation_spec,omitempty"`
	// The time segment of the video to which object tracking applies.
	TimeSegment *TimeSegment `protobuf:"bytes,2,opt,name=time_segment,json=timeSegment,proto3" json:"time_segment,omitempty"`
	// The list of frames where this object track appears.
	ObjectTrackingFrames []*ObjectTrackingFrame `protobuf:"bytes,3,rep,name=object_tracking_frames,json=objectTrackingFrames,proto3" json:"object_tracking_frames,omitempty"`
	// contains filtered or unexported fields
}

Video object tracking annotation.

func (*VideoObjectTrackingAnnotation) Descriptor deprecated 

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

Deprecated: Use VideoObjectTrackingAnnotation.ProtoReflect.Descriptor instead.

func (*VideoObjectTrackingAnnotation) GetAnnotationSpec 

func (x *VideoObjectTrackingAnnotation) GetAnnotationSpec() *AnnotationSpec

func (*VideoObjectTrackingAnnotation) GetObjectTrackingFrames 

func (x *VideoObjectTrackingAnnotation) GetObjectTrackingFrames() []*ObjectTrackingFrame

func (*VideoObjectTrackingAnnotation) GetTimeSegment 

func (x *VideoObjectTrackingAnnotation) GetTimeSegment() *TimeSegment

func (*VideoObjectTrackingAnnotation) ProtoMessage 

func (*VideoObjectTrackingAnnotation) ProtoMessage()

func (*VideoObjectTrackingAnnotation) ProtoReflect 

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

func (*VideoObjectTrackingAnnotation) Reset 

func (x *VideoObjectTrackingAnnotation) Reset()

func (*VideoObjectTrackingAnnotation) String 

func (x *VideoObjectTrackingAnnotation) String() string

type VideoPayload 

type VideoPayload struct {

	// Video format.
	MimeType string `protobuf:"bytes,1,opt,name=mime_type,json=mimeType,proto3" json:"mime_type,omitempty"`
	// Video uri from the user bucket.
	VideoUri string `protobuf:"bytes,2,opt,name=video_uri,json=videoUri,proto3" json:"video_uri,omitempty"`
	// The list of video thumbnails.
	VideoThumbnails []*VideoThumbnail `protobuf:"bytes,3,rep,name=video_thumbnails,json=videoThumbnails,proto3" json:"video_thumbnails,omitempty"`
	// FPS of the video.
	FrameRate float32 `protobuf:"fixed32,4,opt,name=frame_rate,json=frameRate,proto3" json:"frame_rate,omitempty"`
	// Signed uri of the video file in the service bucket.
	SignedUri string `protobuf:"bytes,5,opt,name=signed_uri,json=signedUri,proto3" json:"signed_uri,omitempty"`
	// contains filtered or unexported fields
}

Container of information of a video.

func (*VideoPayload) Descriptor deprecated 

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

Deprecated: Use VideoPayload.ProtoReflect.Descriptor instead.

func (*VideoPayload) GetFrameRate 

func (x *VideoPayload) GetFrameRate() float32

func (*VideoPayload) GetMimeType 

func (x *VideoPayload) GetMimeType() string

func (*VideoPayload) GetSignedUri 

func (x *VideoPayload) GetSignedUri() string

func (*VideoPayload) GetVideoThumbnails 

func (x *VideoPayload) GetVideoThumbnails() []*VideoThumbnail

func (*VideoPayload) GetVideoUri 

func (x *VideoPayload) GetVideoUri() string

func (*VideoPayload) ProtoMessage 

func (*VideoPayload) ProtoMessage()

func (*VideoPayload) ProtoReflect 

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

func (*VideoPayload) Reset 

func (x *VideoPayload) Reset()

func (*VideoPayload) String 

func (x *VideoPayload) String() string

type VideoThumbnail 

type VideoThumbnail struct {

	// A byte string of the video frame.
	Thumbnail []byte `protobuf:"bytes,1,opt,name=thumbnail,proto3" json:"thumbnail,omitempty"`
	// Time offset relative to the beginning of the video, corresponding to the
	// video frame where the thumbnail has been extracted from.
	TimeOffset *durationpb.Duration `protobuf:"bytes,2,opt,name=time_offset,json=timeOffset,proto3" json:"time_offset,omitempty"`
	// contains filtered or unexported fields
}

Container of information of a video thumbnail.

func (*VideoThumbnail) Descriptor deprecated 

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

Deprecated: Use VideoThumbnail.ProtoReflect.Descriptor instead.

func (*VideoThumbnail) GetThumbnail 

func (x *VideoThumbnail) GetThumbnail() []byte

func (*VideoThumbnail) GetTimeOffset 

func (x *VideoThumbnail) GetTimeOffset() *durationpb.Duration

func (*VideoThumbnail) ProtoMessage 

func (*VideoThumbnail) ProtoMessage()

func (*VideoThumbnail) ProtoReflect 

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

func (*VideoThumbnail) Reset 

func (x *VideoThumbnail) Reset()

func (*VideoThumbnail) String 

func (x *VideoThumbnail) String() string

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