var File_google_cloud_aiplatform_v1beta1_schema_annotation_payload_proto protoreflect.FileDescriptor

var File_google_cloud_aiplatform_v1beta1_schema_annotation_spec_color_proto protoreflect.FileDescriptor

var File_google_cloud_aiplatform_v1beta1_schema_data_item_payload_proto protoreflect.FileDescriptor

var File_google_cloud_aiplatform_v1beta1_schema_dataset_metadata_proto protoreflect.FileDescriptor

var File_google_cloud_aiplatform_v1beta1_schema_geometry_proto protoreflect.FileDescriptor

var File_google_cloud_aiplatform_v1beta1_schema_io_format_proto protoreflect.FileDescriptor

type AnnotationSpecColor struct {

	// The color of the AnnotationSpec in a segmentation mask.
	Color *color.Color `protobuf:"bytes,1,opt,name=color,proto3" json:"color,omitempty"`
	// The display name of the AnnotationSpec represented by the color in the
	// segmentation mask.
	DisplayName string `protobuf:"bytes,2,opt,name=display_name,json=displayName,proto3" json:"display_name,omitempty"`
	// The ID of the AnnotationSpec represented by the color in the segmentation
	// mask.
	Id string `protobuf:"bytes,3,opt,name=id,proto3" json:"id,omitempty"`
	// contains filtered or unexported fields
}

type ImageBoundingBoxAnnotation struct {

	// The resource Id of the AnnotationSpec that this Annotation pertains to.
	AnnotationSpecId string `protobuf:"bytes,1,opt,name=annotation_spec_id,json=annotationSpecId,proto3" json:"annotation_spec_id,omitempty"`
	// The display name of the AnnotationSpec that this Annotation pertains to.
	DisplayName string `protobuf:"bytes,2,opt,name=display_name,json=displayName,proto3" json:"display_name,omitempty"`
	// The leftmost coordinate of the bounding box.
	XMin float64 `protobuf:"fixed64,3,opt,name=x_min,json=xMin,proto3" json:"x_min,omitempty"`
	// The rightmost coordinate of the bounding box.
	XMax float64 `protobuf:"fixed64,4,opt,name=x_max,json=xMax,proto3" json:"x_max,omitempty"`
	// The topmost coordinate of the bounding box.
	YMin float64 `protobuf:"fixed64,5,opt,name=y_min,json=yMin,proto3" json:"y_min,omitempty"`
	// The bottommost coordinate of the bounding box.
	YMax float64 `protobuf:"fixed64,6,opt,name=y_max,json=yMax,proto3" json:"y_max,omitempty"`
	// contains filtered or unexported fields
}

type ImageClassificationAnnotation struct {

	// The resource Id of the AnnotationSpec that this Annotation pertains to.
	AnnotationSpecId string `protobuf:"bytes,1,opt,name=annotation_spec_id,json=annotationSpecId,proto3" json:"annotation_spec_id,omitempty"`
	// The display name of the AnnotationSpec that this Annotation pertains to.
	DisplayName string `protobuf:"bytes,2,opt,name=display_name,json=displayName,proto3" json:"display_name,omitempty"`
	// contains filtered or unexported fields
}

type ImageDataItem struct {

	// Required. Google Cloud Storage URI points to the original image in user's bucket.
	// The image is up to 30MB in size.
	GcsUri string `protobuf:"bytes,1,opt,name=gcs_uri,json=gcsUri,proto3" json:"gcs_uri,omitempty"`
	// Output only. The mime type of the content of the image. Only the images in below listed
	// mime types are supported.
	// - image/jpeg
	// - image/gif
	// - image/png
	// - image/webp
	// - image/bmp
	// - image/tiff
	// - image/vnd.microsoft.icon
	MimeType string `protobuf:"bytes,2,opt,name=mime_type,json=mimeType,proto3" json:"mime_type,omitempty"`
	// contains filtered or unexported fields
}

type ImageDatasetMetadata struct {

	// Points to a YAML file stored on Google Cloud Storage describing payload of
	// the Image DataItems that belong to this Dataset.
	DataItemSchemaUri string `protobuf:"bytes,1,opt,name=data_item_schema_uri,json=dataItemSchemaUri,proto3" json:"data_item_schema_uri,omitempty"`
	// Google Cloud Storage Bucket name that contains the blob data of this
	// Dataset.
	GcsBucket string `protobuf:"bytes,2,opt,name=gcs_bucket,json=gcsBucket,proto3" json:"gcs_bucket,omitempty"`
	// contains filtered or unexported fields
}

type ImageSegmentationAnnotation struct {

	// Types that are assignable to Annotation:
	//
	//	*ImageSegmentationAnnotation_MaskAnnotation_
	//	*ImageSegmentationAnnotation_PolygonAnnotation_
	//	*ImageSegmentationAnnotation_PolylineAnnotation_
	Annotation isImageSegmentationAnnotation_Annotation `protobuf_oneof:"annotation"`
	// contains filtered or unexported fields
}

type ImageSegmentationAnnotation_MaskAnnotation struct {

	// Google Cloud Storage URI that points to the mask image. The image must be
	// in PNG format. It must have the same size as the DataItem's image. Each
	// pixel in the image mask represents the AnnotationSpec which the pixel in
	// the image DataItem belong to. Each color is mapped to one AnnotationSpec
	// based on annotation_spec_colors.
	MaskGcsUri string `protobuf:"bytes,1,opt,name=mask_gcs_uri,json=maskGcsUri,proto3" json:"mask_gcs_uri,omitempty"`
	// The mapping between color and AnnotationSpec for this Annotation.
	AnnotationSpecColors []*AnnotationSpecColor `protobuf:"bytes,2,rep,name=annotation_spec_colors,json=annotationSpecColors,proto3" json:"annotation_spec_colors,omitempty"`
	// contains filtered or unexported fields
}

type ImageSegmentationAnnotation_MaskAnnotation_ struct {
	// Mask based segmentation annotation. Only one mask annotation can exist
	// for one image.
	MaskAnnotation *ImageSegmentationAnnotation_MaskAnnotation `protobuf:"bytes,3,opt,name=mask_annotation,json=maskAnnotation,proto3,oneof"`
}

type ImageSegmentationAnnotation_PolygonAnnotation struct {

	// The vertexes are connected one by one and the last vertex is connected to
	// the first one to represent a polygon.
	Vertexes []*Vertex `protobuf:"bytes,1,rep,name=vertexes,proto3" json:"vertexes,omitempty"`
	// The resource Id of the AnnotationSpec that this Annotation pertains to.
	AnnotationSpecId string `protobuf:"bytes,2,opt,name=annotation_spec_id,json=annotationSpecId,proto3" json:"annotation_spec_id,omitempty"`
	// The display name of the AnnotationSpec that this Annotation pertains to.
	DisplayName string `protobuf:"bytes,3,opt,name=display_name,json=displayName,proto3" json:"display_name,omitempty"`
	// contains filtered or unexported fields
}

type ImageSegmentationAnnotation_PolygonAnnotation_ struct {
	// Polygon annotation.
	PolygonAnnotation *ImageSegmentationAnnotation_PolygonAnnotation `protobuf:"bytes,4,opt,name=polygon_annotation,json=polygonAnnotation,proto3,oneof"`
}

type ImageSegmentationAnnotation_PolylineAnnotation struct {

	// The vertexes are connected one by one and the last vertex in not
	// connected to the first one.
	Vertexes []*Vertex `protobuf:"bytes,1,rep,name=vertexes,proto3" json:"vertexes,omitempty"`
	// The resource Id of the AnnotationSpec that this Annotation pertains to.
	AnnotationSpecId string `protobuf:"bytes,2,opt,name=annotation_spec_id,json=annotationSpecId,proto3" json:"annotation_spec_id,omitempty"`
	// The display name of the AnnotationSpec that this Annotation pertains to.
	DisplayName string `protobuf:"bytes,3,opt,name=display_name,json=displayName,proto3" json:"display_name,omitempty"`
	// contains filtered or unexported fields
}

type ImageSegmentationAnnotation_PolylineAnnotation_ struct {
	// Polyline annotation.
	PolylineAnnotation *ImageSegmentationAnnotation_PolylineAnnotation `protobuf:"bytes,5,opt,name=polyline_annotation,json=polylineAnnotation,proto3,oneof"`
}

type PredictionResult struct {

	// Some identifier from the input so that the prediction can be mapped back to
	// the input instance.
	//
	// Types that are assignable to Input:
	//	*PredictionResult_Instance
	//	*PredictionResult_Key
	Input isPredictionResult_Input `protobuf_oneof:"input"`
	// The prediction result.
	// Value is used here instead of Any so that JsonFormat does not append an
	// extra "@type" field when we convert the proto to JSON and so we can
	// represent array of objects.
	// Do not set error if this is set.
	Prediction *structpb.Value `protobuf:"bytes,3,opt,name=prediction,proto3" json:"prediction,omitempty"`
	// The error result.
	// Do not set prediction if this is set.
	Error *PredictionResult_Error `protobuf:"bytes,4,opt,name=error,proto3" json:"error,omitempty"`
	// contains filtered or unexported fields
}

type PredictionResult_Error struct {

	// Error status. This will be serialized into the enum name e.g.
	// "NOT_FOUND".
	Status code.Code `protobuf:"varint,1,opt,name=status,proto3,enum=google.rpc.Code" json:"status,omitempty"`
	// Error message with additional details.
	Message string `protobuf:"bytes,2,opt,name=message,proto3" json:"message,omitempty"`
	// contains filtered or unexported fields
}

type PredictionResult_Instance struct {
	// User's input instance.
	// Struct is used here instead of Any so that JsonFormat does not append an
	// extra "@type" field when we convert the proto to JSON.
	Instance *structpb.Struct `protobuf:"bytes,1,opt,name=instance,proto3,oneof"`
}

type PredictionResult_Key struct {
	// Optional user-provided key from the input instance.
	Key string `protobuf:"bytes,2,opt,name=key,proto3,oneof"`
}

type TablesDatasetMetadata struct {
	InputConfig *TablesDatasetMetadata_InputConfig `protobuf:"bytes,1,opt,name=input_config,json=inputConfig,proto3" json:"input_config,omitempty"`
	// contains filtered or unexported fields
}

type TablesDatasetMetadata_BigQuerySource struct {

	// The URI of a BigQuery table.
	// e.g. bq://projectId.bqDatasetId.bqTableId
	Uri string `protobuf:"bytes,1,opt,name=uri,proto3" json:"uri,omitempty"`
	// contains filtered or unexported fields
}

type TablesDatasetMetadata_GcsSource struct {

	// Cloud Storage URI of one or more files. Only CSV files are supported.
	// The first line of the CSV file is used as the header.
	// If there are multiple files, the header is the first line of
	// the lexicographically first file, the other files must either
	// contain the exact same header or omit the header.
	Uri []string `protobuf:"bytes,1,rep,name=uri,proto3" json:"uri,omitempty"`
	// contains filtered or unexported fields
}

type TablesDatasetMetadata_InputConfig struct {

	// Types that are assignable to Source:
	//
	//	*TablesDatasetMetadata_InputConfig_GcsSource
	//	*TablesDatasetMetadata_InputConfig_BigquerySource
	Source isTablesDatasetMetadata_InputConfig_Source `protobuf_oneof:"source"`
	// contains filtered or unexported fields
}

type TablesDatasetMetadata_InputConfig_BigquerySource struct {
	BigquerySource *TablesDatasetMetadata_BigQuerySource `protobuf:"bytes,2,opt,name=bigquery_source,json=bigquerySource,proto3,oneof"`
}

type TablesDatasetMetadata_InputConfig_GcsSource struct {
	GcsSource *TablesDatasetMetadata_GcsSource `protobuf:"bytes,1,opt,name=gcs_source,json=gcsSource,proto3,oneof"`
}

type TextClassificationAnnotation struct {

	// The resource Id of the AnnotationSpec that this Annotation pertains to.
	AnnotationSpecId string `protobuf:"bytes,1,opt,name=annotation_spec_id,json=annotationSpecId,proto3" json:"annotation_spec_id,omitempty"`
	// The display name of the AnnotationSpec that this Annotation pertains to.
	DisplayName string `protobuf:"bytes,2,opt,name=display_name,json=displayName,proto3" json:"display_name,omitempty"`
	// contains filtered or unexported fields
}

type TextDataItem struct {

	// Output only. Google Cloud Storage URI points to the original text in user's bucket.
	// The text file is up to 10MB in size.
	GcsUri string `protobuf:"bytes,1,opt,name=gcs_uri,json=gcsUri,proto3" json:"gcs_uri,omitempty"`
	// contains filtered or unexported fields
}

type TextDatasetMetadata struct {

	// Points to a YAML file stored on Google Cloud Storage describing payload of
	// the Text DataItems that belong to this Dataset.
	DataItemSchemaUri string `protobuf:"bytes,1,opt,name=data_item_schema_uri,json=dataItemSchemaUri,proto3" json:"data_item_schema_uri,omitempty"`
	// Google Cloud Storage Bucket name that contains the blob data of this
	// Dataset.
	GcsBucket string `protobuf:"bytes,2,opt,name=gcs_bucket,json=gcsBucket,proto3" json:"gcs_bucket,omitempty"`
	// contains filtered or unexported fields
}

type TextExtractionAnnotation struct {

	// The segment of the text content.
	TextSegment *TextSegment `protobuf:"bytes,1,opt,name=text_segment,json=textSegment,proto3" json:"text_segment,omitempty"`
	// The resource Id of the AnnotationSpec that this Annotation pertains to.
	AnnotationSpecId string `protobuf:"bytes,2,opt,name=annotation_spec_id,json=annotationSpecId,proto3" json:"annotation_spec_id,omitempty"`
	// The display name of the AnnotationSpec that this Annotation pertains to.
	DisplayName string `protobuf:"bytes,3,opt,name=display_name,json=displayName,proto3" json:"display_name,omitempty"`
	// contains filtered or unexported fields
}

type TextSegment struct {

	// Zero-based character index of the first character of the text
	// segment (counting characters from the beginning of the text).
	StartOffset uint64 `protobuf:"varint,1,opt,name=start_offset,json=startOffset,proto3" json:"start_offset,omitempty"`
	// Zero-based character index of the first character past the end of
	// the text segment (counting character from the beginning of the text).
	// The character at the end_offset is NOT included in the text segment.
	EndOffset uint64 `protobuf:"varint,2,opt,name=end_offset,json=endOffset,proto3" json:"end_offset,omitempty"`
	// The text content in the segment for output only.
	Content string `protobuf:"bytes,3,opt,name=content,proto3" json:"content,omitempty"`
	// contains filtered or unexported fields
}

type TextSentimentAnnotation struct {

	// The sentiment score for text.
	Sentiment int32 `protobuf:"varint,1,opt,name=sentiment,proto3" json:"sentiment,omitempty"`
	// The sentiment max score for text.
	SentimentMax int32 `protobuf:"varint,2,opt,name=sentiment_max,json=sentimentMax,proto3" json:"sentiment_max,omitempty"`
	// The resource Id of the AnnotationSpec that this Annotation pertains to.
	AnnotationSpecId string `protobuf:"bytes,3,opt,name=annotation_spec_id,json=annotationSpecId,proto3" json:"annotation_spec_id,omitempty"`
	// The display name of the AnnotationSpec that this Annotation pertains to.
	DisplayName string `protobuf:"bytes,4,opt,name=display_name,json=displayName,proto3" json:"display_name,omitempty"`
	// contains filtered or unexported fields
}

type TimeSegment struct {

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

type TimeSeriesDatasetMetadata struct {
	InputConfig *TimeSeriesDatasetMetadata_InputConfig `protobuf:"bytes,1,opt,name=input_config,json=inputConfig,proto3" json:"input_config,omitempty"`
	// The column name of the time series identifier column that identifies the
	// time series.
	TimeSeriesIdentifierColumn string `protobuf:"bytes,2,opt,name=time_series_identifier_column,json=timeSeriesIdentifierColumn,proto3" json:"time_series_identifier_column,omitempty"`
	// The column name of the time column that identifies time order in the time
	// series.
	TimeColumn string `protobuf:"bytes,3,opt,name=time_column,json=timeColumn,proto3" json:"time_column,omitempty"`
	// contains filtered or unexported fields
}

type TimeSeriesDatasetMetadata_BigQuerySource struct {

	// The URI of a BigQuery table.
	Uri string `protobuf:"bytes,1,opt,name=uri,proto3" json:"uri,omitempty"`
	// contains filtered or unexported fields
}

type TimeSeriesDatasetMetadata_GcsSource struct {

	// Cloud Storage URI of one or more files. Only CSV files are supported.
	// The first line of the CSV file is used as the header.
	// If there are multiple files, the header is the first line of
	// the lexicographically first file, the other files must either
	// contain the exact same header or omit the header.
	Uri []string `protobuf:"bytes,1,rep,name=uri,proto3" json:"uri,omitempty"`
	// contains filtered or unexported fields
}

type TimeSeriesDatasetMetadata_InputConfig struct {

	// Types that are assignable to Source:
	//
	//	*TimeSeriesDatasetMetadata_InputConfig_GcsSource
	//	*TimeSeriesDatasetMetadata_InputConfig_BigquerySource
	Source isTimeSeriesDatasetMetadata_InputConfig_Source `protobuf_oneof:"source"`
	// contains filtered or unexported fields
}

type TimeSeriesDatasetMetadata_InputConfig_BigquerySource struct {
	BigquerySource *TimeSeriesDatasetMetadata_BigQuerySource `protobuf:"bytes,2,opt,name=bigquery_source,json=bigquerySource,proto3,oneof"`
}

type TimeSeriesDatasetMetadata_InputConfig_GcsSource struct {
	GcsSource *TimeSeriesDatasetMetadata_GcsSource `protobuf:"bytes,1,opt,name=gcs_source,json=gcsSource,proto3,oneof"`
}

type Vertex struct {

	// X coordinate.
	X float64 `protobuf:"fixed64,1,opt,name=x,proto3" json:"x,omitempty"`
	// Y coordinate.
	Y float64 `protobuf:"fixed64,2,opt,name=y,proto3" json:"y,omitempty"`
	// contains filtered or unexported fields
}

type VideoActionRecognitionAnnotation struct {

	// This Annotation applies to the time period represented by the TimeSegment.
	// If it's not set, the Annotation applies to the whole video.
	TimeSegment *TimeSegment `protobuf:"bytes,1,opt,name=time_segment,json=timeSegment,proto3" json:"time_segment,omitempty"`
	// The resource Id of the AnnotationSpec that this Annotation pertains to.
	AnnotationSpecId string `protobuf:"bytes,2,opt,name=annotation_spec_id,json=annotationSpecId,proto3" json:"annotation_spec_id,omitempty"`
	// The display name of the AnnotationSpec that this Annotation pertains to.
	DisplayName string `protobuf:"bytes,3,opt,name=display_name,json=displayName,proto3" json:"display_name,omitempty"`
	// contains filtered or unexported fields
}

type VideoClassificationAnnotation struct {

	// This Annotation applies to the time period represented by the TimeSegment.
	// If it's not set, the Annotation applies to the whole video.
	TimeSegment *TimeSegment `protobuf:"bytes,1,opt,name=time_segment,json=timeSegment,proto3" json:"time_segment,omitempty"`
	// The resource Id of the AnnotationSpec that this Annotation pertains to.
	AnnotationSpecId string `protobuf:"bytes,2,opt,name=annotation_spec_id,json=annotationSpecId,proto3" json:"annotation_spec_id,omitempty"`
	// The display name of the AnnotationSpec that this Annotation pertains to.
	DisplayName string `protobuf:"bytes,3,opt,name=display_name,json=displayName,proto3" json:"display_name,omitempty"`
	// contains filtered or unexported fields
}

type VideoDataItem struct {

	// Required. Google Cloud Storage URI points to the original video in user's bucket.
	// The video is up to 50 GB in size and up to 3 hour in duration.
	GcsUri string `protobuf:"bytes,1,opt,name=gcs_uri,json=gcsUri,proto3" json:"gcs_uri,omitempty"`
	// Output only. The mime type of the content of the video. Only the videos in below listed
	// mime types are supported.
	// Supported mime_type:
	// - video/mp4
	// - video/avi
	// - video/quicktime
	MimeType string `protobuf:"bytes,2,opt,name=mime_type,json=mimeType,proto3" json:"mime_type,omitempty"`
	// contains filtered or unexported fields
}

type VideoDatasetMetadata struct {

	// Points to a YAML file stored on Google Cloud Storage describing payload of
	// the Video DataItems that belong to this Dataset.
	DataItemSchemaUri string `protobuf:"bytes,1,opt,name=data_item_schema_uri,json=dataItemSchemaUri,proto3" json:"data_item_schema_uri,omitempty"`
	// Google Cloud Storage Bucket name that contains the blob data of this
	// Dataset.
	GcsBucket string `protobuf:"bytes,2,opt,name=gcs_bucket,json=gcsBucket,proto3" json:"gcs_bucket,omitempty"`
	// contains filtered or unexported fields
}

type VideoObjectTrackingAnnotation struct {

	// A time (frame) of a video to which this annotation pertains.
	// Represented as the duration since the video's start.
	TimeOffset *durationpb.Duration `protobuf:"bytes,1,opt,name=time_offset,json=timeOffset,proto3" json:"time_offset,omitempty"`
	// The leftmost coordinate of the bounding box.
	XMin float64 `protobuf:"fixed64,2,opt,name=x_min,json=xMin,proto3" json:"x_min,omitempty"`
	// The rightmost coordinate of the bounding box.
	XMax float64 `protobuf:"fixed64,3,opt,name=x_max,json=xMax,proto3" json:"x_max,omitempty"`
	// The topmost coordinate of the bounding box.
	YMin float64 `protobuf:"fixed64,4,opt,name=y_min,json=yMin,proto3" json:"y_min,omitempty"`
	// The bottommost coordinate of the bounding box.
	YMax float64 `protobuf:"fixed64,5,opt,name=y_max,json=yMax,proto3" json:"y_max,omitempty"`
	// The instance of the object, expressed as a positive integer. Used to track
	// the same object across different frames.
	InstanceId int64 `protobuf:"varint,6,opt,name=instance_id,json=instanceId,proto3" json:"instance_id,omitempty"`
	// The resource Id of the AnnotationSpec that this Annotation pertains to.
	AnnotationSpecId string `protobuf:"bytes,7,opt,name=annotation_spec_id,json=annotationSpecId,proto3" json:"annotation_spec_id,omitempty"`
	// The display name of the AnnotationSpec that this Annotation pertains to.
	DisplayName string `protobuf:"bytes,8,opt,name=display_name,json=displayName,proto3" json:"display_name,omitempty"`
	// contains filtered or unexported fields
}