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google-api-ruby-client/google-api-client/generated/google/apis/datalabeling_v1beta1/classes.rb

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# Copyright 2015 Google Inc.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
require 'date'
require 'google/apis/core/base_service'
require 'google/apis/core/json_representation'
require 'google/apis/core/hashable'
require 'google/apis/errors'
module Google
module Apis
module DatalabelingV1beta1
# Metadata of a CreateInstruction operation.
class GoogleCloudDatalabelingV1alpha1CreateInstructionMetadata
include Google::Apis::Core::Hashable
# Timestamp when create instruction request was created.
# Corresponds to the JSON property `createTime`
# @return [String]
attr_accessor :create_time
# The name of the created Instruction. projects/`project_id`/instructions/`
# instruction_id`
# Corresponds to the JSON property `instruction`
# @return [String]
attr_accessor :instruction
# Partial failures encountered. E.g. single files that couldn't be read. Status
# details field will contain standard GCP error details.
# Corresponds to the JSON property `partialFailures`
# @return [Array<Google::Apis::DatalabelingV1beta1::GoogleRpcStatus>]
attr_accessor :partial_failures
def initialize(**args)
update!(**args)
end
# Update properties of this object
def update!(**args)
@create_time = args[:create_time] if args.key?(:create_time)
@instruction = args[:instruction] if args.key?(:instruction)
@partial_failures = args[:partial_failures] if args.key?(:partial_failures)
end
end
# Metadata of an ExportData operation.
class GoogleCloudDatalabelingV1alpha1ExportDataOperationMetadata
include Google::Apis::Core::Hashable
# Output only. The name of annotated dataset in format "projects/*/datasets/*/
# annotatedDatasets/*".
# Corresponds to the JSON property `annotatedDataset`
# @return [String]
attr_accessor :annotated_dataset
# Output only. Timestamp when export dataset request was created.
# Corresponds to the JSON property `createTime`
# @return [String]
attr_accessor :create_time
# Output only. The name of dataset to be exported. "projects/*/datasets/*"
# Corresponds to the JSON property `dataset`
# @return [String]
attr_accessor :dataset
# Output only. Partial failures encountered. E.g. single files that couldn't be
# read. Status details field will contain standard GCP error details.
# Corresponds to the JSON property `partialFailures`
# @return [Array<Google::Apis::DatalabelingV1beta1::GoogleRpcStatus>]
attr_accessor :partial_failures
def initialize(**args)
update!(**args)
end
# Update properties of this object
def update!(**args)
@annotated_dataset = args[:annotated_dataset] if args.key?(:annotated_dataset)
@create_time = args[:create_time] if args.key?(:create_time)
@dataset = args[:dataset] if args.key?(:dataset)
@partial_failures = args[:partial_failures] if args.key?(:partial_failures)
end
end
# Response used for ExportDataset longrunning operation.
class GoogleCloudDatalabelingV1alpha1ExportDataOperationResponse
include Google::Apis::Core::Hashable
# Output only. The name of annotated dataset in format "projects/*/datasets/*/
# annotatedDatasets/*".
# Corresponds to the JSON property `annotatedDataset`
# @return [String]
attr_accessor :annotated_dataset
# Ouptut only. The name of dataset. "projects/*/datasets/*"
# Corresponds to the JSON property `dataset`
# @return [String]
attr_accessor :dataset
# Output only. Number of examples exported successfully.
# Corresponds to the JSON property `exportCount`
# @return [Fixnum]
attr_accessor :export_count
# Statistics about annotation specs.
# Corresponds to the JSON property `labelStats`
# @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1alpha1LabelStats]
attr_accessor :label_stats
# The configuration of output data.
# Corresponds to the JSON property `outputConfig`
# @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1alpha1OutputConfig]
attr_accessor :output_config
# Output only. Total number of examples requested to export
# Corresponds to the JSON property `totalCount`
# @return [Fixnum]
attr_accessor :total_count
def initialize(**args)
update!(**args)
end
# Update properties of this object
def update!(**args)
@annotated_dataset = args[:annotated_dataset] if args.key?(:annotated_dataset)
@dataset = args[:dataset] if args.key?(:dataset)
@export_count = args[:export_count] if args.key?(:export_count)
@label_stats = args[:label_stats] if args.key?(:label_stats)
@output_config = args[:output_config] if args.key?(:output_config)
@total_count = args[:total_count] if args.key?(:total_count)
end
end
# Export destination of the data.Only gcs path is allowed in output_uri.
class GoogleCloudDatalabelingV1alpha1GcsDestination
include Google::Apis::Core::Hashable
# Required. The format of the gcs destination. Only "text/csv" and "application/
# json" are supported.
# Corresponds to the JSON property `mimeType`
# @return [String]
attr_accessor :mime_type
# Required. The output uri of destination file.
# Corresponds to the JSON property `outputUri`
# @return [String]
attr_accessor :output_uri
def initialize(**args)
update!(**args)
end
# Update properties of this object
def update!(**args)
@mime_type = args[:mime_type] if args.key?(:mime_type)
@output_uri = args[:output_uri] if args.key?(:output_uri)
end
end
# Export folder destination of the data.
class GoogleCloudDatalabelingV1alpha1GcsFolderDestination
include Google::Apis::Core::Hashable
# Required. Cloud Storage directory to export data to.
# Corresponds to the JSON property `outputFolderUri`
# @return [String]
attr_accessor :output_folder_uri
def initialize(**args)
update!(**args)
end
# Update properties of this object
def update!(**args)
@output_folder_uri = args[:output_folder_uri] if args.key?(:output_folder_uri)
end
end
# Configuration for how human labeling task should be done.
class GoogleCloudDatalabelingV1alpha1HumanAnnotationConfig
include Google::Apis::Core::Hashable
# Optional. A human-readable description for AnnotatedDataset. The description
# can be up to 10000 characters long.
# Corresponds to the JSON property `annotatedDatasetDescription`
# @return [String]
attr_accessor :annotated_dataset_description
# Required. A human-readable name for AnnotatedDataset defined by users. Maximum
# of 64 characters .
# Corresponds to the JSON property `annotatedDatasetDisplayName`
# @return [String]
attr_accessor :annotated_dataset_display_name
# 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/
# Corresponds to the JSON property `contributorEmails`
# @return [Array<String>]
attr_accessor :contributor_emails
# Required. Instruction resource name.
# Corresponds to the JSON property `instruction`
# @return [String]
attr_accessor :instruction
# Optional. A human-readable label used to logically group labeling tasks. This
# string must match the regular expression `[a-zA-Z\\d_-]`0,128``.
# Corresponds to the JSON property `labelGroup`
# @return [String]
attr_accessor :label_group
# 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.
# Corresponds to the JSON property `languageCode`
# @return [String]
attr_accessor :language_code
# Optional. Maximum duration for contributors to answer a question. Maximum is
# 3600 seconds. Default is 3600 seconds.
# Corresponds to the JSON property `questionDuration`
# @return [String]
attr_accessor :question_duration
# 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.
# Corresponds to the JSON property `replicaCount`
# @return [Fixnum]
attr_accessor :replica_count
# Email of the user who started the labeling task and should be notified by
# email. If empty no notification will be sent.
# Corresponds to the JSON property `userEmailAddress`
# @return [String]
attr_accessor :user_email_address
def initialize(**args)
update!(**args)
end
# Update properties of this object
def update!(**args)
@annotated_dataset_description = args[:annotated_dataset_description] if args.key?(:annotated_dataset_description)
@annotated_dataset_display_name = args[:annotated_dataset_display_name] if args.key?(:annotated_dataset_display_name)
@contributor_emails = args[:contributor_emails] if args.key?(:contributor_emails)
@instruction = args[:instruction] if args.key?(:instruction)
@label_group = args[:label_group] if args.key?(:label_group)
@language_code = args[:language_code] if args.key?(:language_code)
@question_duration = args[:question_duration] if args.key?(:question_duration)
@replica_count = args[:replica_count] if args.key?(:replica_count)
@user_email_address = args[:user_email_address] if args.key?(:user_email_address)
end
end
# Metadata of an ImportData operation.
class GoogleCloudDatalabelingV1alpha1ImportDataOperationMetadata
include Google::Apis::Core::Hashable
# Output only. Timestamp when import dataset request was created.
# Corresponds to the JSON property `createTime`
# @return [String]
attr_accessor :create_time
# Output only. The name of imported dataset. "projects/*/datasets/*"
# Corresponds to the JSON property `dataset`
# @return [String]
attr_accessor :dataset
# Output only. Partial failures encountered. E.g. single files that couldn't be
# read. Status details field will contain standard GCP error details.
# Corresponds to the JSON property `partialFailures`
# @return [Array<Google::Apis::DatalabelingV1beta1::GoogleRpcStatus>]
attr_accessor :partial_failures
def initialize(**args)
update!(**args)
end
# Update properties of this object
def update!(**args)
@create_time = args[:create_time] if args.key?(:create_time)
@dataset = args[:dataset] if args.key?(:dataset)
@partial_failures = args[:partial_failures] if args.key?(:partial_failures)
end
end
# Response used for ImportData longrunning operation.
class GoogleCloudDatalabelingV1alpha1ImportDataOperationResponse
include Google::Apis::Core::Hashable
# Ouptut only. The name of imported dataset.
# Corresponds to the JSON property `dataset`
# @return [String]
attr_accessor :dataset
# Output only. Number of examples imported successfully.
# Corresponds to the JSON property `importCount`
# @return [Fixnum]
attr_accessor :import_count
# Output only. Total number of examples requested to import
# Corresponds to the JSON property `totalCount`
# @return [Fixnum]
attr_accessor :total_count
def initialize(**args)
update!(**args)
end
# Update properties of this object
def update!(**args)
@dataset = args[:dataset] if args.key?(:dataset)
@import_count = args[:import_count] if args.key?(:import_count)
@total_count = args[:total_count] if args.key?(:total_count)
end
end
# Details of a LabelImageBoundingBox operation metadata.
class GoogleCloudDatalabelingV1alpha1LabelImageBoundingBoxOperationMetadata
include Google::Apis::Core::Hashable
# Configuration for how human labeling task should be done.
# Corresponds to the JSON property `basicConfig`
# @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1alpha1HumanAnnotationConfig]
attr_accessor :basic_config
def initialize(**args)
update!(**args)
end
# Update properties of this object
def update!(**args)
@basic_config = args[:basic_config] if args.key?(:basic_config)
end
end
# Details of LabelImageBoundingPoly operation metadata.
class GoogleCloudDatalabelingV1alpha1LabelImageBoundingPolyOperationMetadata
include Google::Apis::Core::Hashable
# Configuration for how human labeling task should be done.
# Corresponds to the JSON property `basicConfig`
# @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1alpha1HumanAnnotationConfig]
attr_accessor :basic_config
def initialize(**args)
update!(**args)
end
# Update properties of this object
def update!(**args)
@basic_config = args[:basic_config] if args.key?(:basic_config)
end
end
# Metadata of a LabelImageClassification operation.
class GoogleCloudDatalabelingV1alpha1LabelImageClassificationOperationMetadata
include Google::Apis::Core::Hashable
# Configuration for how human labeling task should be done.
# Corresponds to the JSON property `basicConfig`
# @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1alpha1HumanAnnotationConfig]
attr_accessor :basic_config
def initialize(**args)
update!(**args)
end
# Update properties of this object
def update!(**args)
@basic_config = args[:basic_config] if args.key?(:basic_config)
end
end
# Details of a LabelImageOrientedBoundingBox operation metadata.
class GoogleCloudDatalabelingV1alpha1LabelImageOrientedBoundingBoxOperationMetadata
include Google::Apis::Core::Hashable
# Configuration for how human labeling task should be done.
# Corresponds to the JSON property `basicConfig`
# @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1alpha1HumanAnnotationConfig]
attr_accessor :basic_config
def initialize(**args)
update!(**args)
end
# Update properties of this object
def update!(**args)
@basic_config = args[:basic_config] if args.key?(:basic_config)
end
end
# Details of LabelImagePolyline operation metadata.
class GoogleCloudDatalabelingV1alpha1LabelImagePolylineOperationMetadata
include Google::Apis::Core::Hashable
# Configuration for how human labeling task should be done.
# Corresponds to the JSON property `basicConfig`
# @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1alpha1HumanAnnotationConfig]
attr_accessor :basic_config
def initialize(**args)
update!(**args)
end
# Update properties of this object
def update!(**args)
@basic_config = args[:basic_config] if args.key?(:basic_config)
end
end
# Details of a LabelImageSegmentation operation metadata.
class GoogleCloudDatalabelingV1alpha1LabelImageSegmentationOperationMetadata
include Google::Apis::Core::Hashable
# Configuration for how human labeling task should be done.
# Corresponds to the JSON property `basicConfig`
# @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1alpha1HumanAnnotationConfig]
attr_accessor :basic_config
def initialize(**args)
update!(**args)
end
# Update properties of this object
def update!(**args)
@basic_config = args[:basic_config] if args.key?(:basic_config)
end
end
# Metadata of a labeling operation, such as LabelImage or LabelVideo. Next tag:
# 23
class GoogleCloudDatalabelingV1alpha1LabelOperationMetadata
include Google::Apis::Core::Hashable
# Output only. The name of annotated dataset in format "projects/*/datasets/*/
# annotatedDatasets/*".
# Corresponds to the JSON property `annotatedDataset`
# @return [String]
attr_accessor :annotated_dataset
# Output only. Timestamp when labeling request was created.
# Corresponds to the JSON property `createTime`
# @return [String]
attr_accessor :create_time
# Output only. The name of dataset to be labeled. "projects/*/datasets/*"
# Corresponds to the JSON property `dataset`
# @return [String]
attr_accessor :dataset
# Details of a LabelImageBoundingBox operation metadata.
# Corresponds to the JSON property `imageBoundingBoxDetails`
# @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1alpha1LabelImageBoundingBoxOperationMetadata]
attr_accessor :image_bounding_box_details
# Details of LabelImageBoundingPoly operation metadata.
# Corresponds to the JSON property `imageBoundingPolyDetails`
# @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1alpha1LabelImageBoundingPolyOperationMetadata]
attr_accessor :image_bounding_poly_details
# Metadata of a LabelImageClassification operation.
# Corresponds to the JSON property `imageClassificationDetails`
# @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1alpha1LabelImageClassificationOperationMetadata]
attr_accessor :image_classification_details
# Details of a LabelImageOrientedBoundingBox operation metadata.
# Corresponds to the JSON property `imageOrientedBoundingBoxDetails`
# @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1alpha1LabelImageOrientedBoundingBoxOperationMetadata]
attr_accessor :image_oriented_bounding_box_details
# Details of LabelImagePolyline operation metadata.
# Corresponds to the JSON property `imagePolylineDetails`
# @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1alpha1LabelImagePolylineOperationMetadata]
attr_accessor :image_polyline_details
# Details of a LabelImageSegmentation operation metadata.
# Corresponds to the JSON property `imageSegmentationDetails`
# @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1alpha1LabelImageSegmentationOperationMetadata]
attr_accessor :image_segmentation_details
# Output only. Partial failures encountered. E.g. single files that couldn't be
# read. Status details field will contain standard GCP error details.
# Corresponds to the JSON property `partialFailures`
# @return [Array<Google::Apis::DatalabelingV1beta1::GoogleRpcStatus>]
attr_accessor :partial_failures
# Output only. Progress of label operation. Range: [0, 100].
# Corresponds to the JSON property `progressPercent`
# @return [Fixnum]
attr_accessor :progress_percent
# Details of a LabelTextClassification operation metadata.
# Corresponds to the JSON property `textClassificationDetails`
# @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1alpha1LabelTextClassificationOperationMetadata]
attr_accessor :text_classification_details
# Details of a LabelTextEntityExtraction operation metadata.
# Corresponds to the JSON property `textEntityExtractionDetails`
# @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1alpha1LabelTextEntityExtractionOperationMetadata]
attr_accessor :text_entity_extraction_details
# Details of a LabelVideoClassification operation metadata.
# Corresponds to the JSON property `videoClassificationDetails`
# @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1alpha1LabelVideoClassificationOperationMetadata]
attr_accessor :video_classification_details
# Details of a LabelVideoEvent operation metadata.
# Corresponds to the JSON property `videoEventDetails`
# @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1alpha1LabelVideoEventOperationMetadata]
attr_accessor :video_event_details
# Details of a LabelVideoObjectDetection operation metadata.
# Corresponds to the JSON property `videoObjectDetectionDetails`
# @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1alpha1LabelVideoObjectDetectionOperationMetadata]
attr_accessor :video_object_detection_details
# Details of a LabelVideoObjectTracking operation metadata.
# Corresponds to the JSON property `videoObjectTrackingDetails`
# @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1alpha1LabelVideoObjectTrackingOperationMetadata]
attr_accessor :video_object_tracking_details
def initialize(**args)
update!(**args)
end
# Update properties of this object
def update!(**args)
@annotated_dataset = args[:annotated_dataset] if args.key?(:annotated_dataset)
@create_time = args[:create_time] if args.key?(:create_time)
@dataset = args[:dataset] if args.key?(:dataset)
@image_bounding_box_details = args[:image_bounding_box_details] if args.key?(:image_bounding_box_details)
@image_bounding_poly_details = args[:image_bounding_poly_details] if args.key?(:image_bounding_poly_details)
@image_classification_details = args[:image_classification_details] if args.key?(:image_classification_details)
@image_oriented_bounding_box_details = args[:image_oriented_bounding_box_details] if args.key?(:image_oriented_bounding_box_details)
@image_polyline_details = args[:image_polyline_details] if args.key?(:image_polyline_details)
@image_segmentation_details = args[:image_segmentation_details] if args.key?(:image_segmentation_details)
@partial_failures = args[:partial_failures] if args.key?(:partial_failures)
@progress_percent = args[:progress_percent] if args.key?(:progress_percent)
@text_classification_details = args[:text_classification_details] if args.key?(:text_classification_details)
@text_entity_extraction_details = args[:text_entity_extraction_details] if args.key?(:text_entity_extraction_details)
@video_classification_details = args[:video_classification_details] if args.key?(:video_classification_details)
@video_event_details = args[:video_event_details] if args.key?(:video_event_details)
@video_object_detection_details = args[:video_object_detection_details] if args.key?(:video_object_detection_details)
@video_object_tracking_details = args[:video_object_tracking_details] if args.key?(:video_object_tracking_details)
end
end
# Statistics about annotation specs.
class GoogleCloudDatalabelingV1alpha1LabelStats
include Google::Apis::Core::Hashable
# 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.
# Corresponds to the JSON property `exampleCount`
# @return [Hash<String,Fixnum>]
attr_accessor :example_count
def initialize(**args)
update!(**args)
end
# Update properties of this object
def update!(**args)
@example_count = args[:example_count] if args.key?(:example_count)
end
end
# Details of a LabelTextClassification operation metadata.
class GoogleCloudDatalabelingV1alpha1LabelTextClassificationOperationMetadata
include Google::Apis::Core::Hashable
# Configuration for how human labeling task should be done.
# Corresponds to the JSON property `basicConfig`
# @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1alpha1HumanAnnotationConfig]
attr_accessor :basic_config
def initialize(**args)
update!(**args)
end
# Update properties of this object
def update!(**args)
@basic_config = args[:basic_config] if args.key?(:basic_config)
end
end
# Details of a LabelTextEntityExtraction operation metadata.
class GoogleCloudDatalabelingV1alpha1LabelTextEntityExtractionOperationMetadata
include Google::Apis::Core::Hashable
# Configuration for how human labeling task should be done.
# Corresponds to the JSON property `basicConfig`
# @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1alpha1HumanAnnotationConfig]
attr_accessor :basic_config
def initialize(**args)
update!(**args)
end
# Update properties of this object
def update!(**args)
@basic_config = args[:basic_config] if args.key?(:basic_config)
end
end
# Details of a LabelVideoClassification operation metadata.
class GoogleCloudDatalabelingV1alpha1LabelVideoClassificationOperationMetadata
include Google::Apis::Core::Hashable
# Configuration for how human labeling task should be done.
# Corresponds to the JSON property `basicConfig`
# @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1alpha1HumanAnnotationConfig]
attr_accessor :basic_config
def initialize(**args)
update!(**args)
end
# Update properties of this object
def update!(**args)
@basic_config = args[:basic_config] if args.key?(:basic_config)
end
end
# Details of a LabelVideoEvent operation metadata.
class GoogleCloudDatalabelingV1alpha1LabelVideoEventOperationMetadata
include Google::Apis::Core::Hashable
# Configuration for how human labeling task should be done.
# Corresponds to the JSON property `basicConfig`
# @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1alpha1HumanAnnotationConfig]
attr_accessor :basic_config
def initialize(**args)
update!(**args)
end
# Update properties of this object
def update!(**args)
@basic_config = args[:basic_config] if args.key?(:basic_config)
end
end
# Details of a LabelVideoObjectDetection operation metadata.
class GoogleCloudDatalabelingV1alpha1LabelVideoObjectDetectionOperationMetadata
include Google::Apis::Core::Hashable
# Configuration for how human labeling task should be done.
# Corresponds to the JSON property `basicConfig`
# @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1alpha1HumanAnnotationConfig]
attr_accessor :basic_config
def initialize(**args)
update!(**args)
end
# Update properties of this object
def update!(**args)
@basic_config = args[:basic_config] if args.key?(:basic_config)
end
end
# Details of a LabelVideoObjectTracking operation metadata.
class GoogleCloudDatalabelingV1alpha1LabelVideoObjectTrackingOperationMetadata
include Google::Apis::Core::Hashable
# Configuration for how human labeling task should be done.
# Corresponds to the JSON property `basicConfig`
# @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1alpha1HumanAnnotationConfig]
attr_accessor :basic_config
def initialize(**args)
update!(**args)
end
# Update properties of this object
def update!(**args)
@basic_config = args[:basic_config] if args.key?(:basic_config)
end
end
# The configuration of output data.
class GoogleCloudDatalabelingV1alpha1OutputConfig
include Google::Apis::Core::Hashable
# Export destination of the data.Only gcs path is allowed in output_uri.
# Corresponds to the JSON property `gcsDestination`
# @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1alpha1GcsDestination]
attr_accessor :gcs_destination
# Export folder destination of the data.
# Corresponds to the JSON property `gcsFolderDestination`
# @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1alpha1GcsFolderDestination]
attr_accessor :gcs_folder_destination
def initialize(**args)
update!(**args)
end
# Update properties of this object
def update!(**args)
@gcs_destination = args[:gcs_destination] if args.key?(:gcs_destination)
@gcs_folder_destination = args[:gcs_folder_destination] if args.key?(:gcs_folder_destination)
end
end
# 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.
class GoogleCloudDatalabelingV1beta1AnnotatedDataset
include Google::Apis::Core::Hashable
# Output only. Source of the annotation.
# Corresponds to the JSON property `annotationSource`
# @return [String]
attr_accessor :annotation_source
# Output only. Type of the annotation. It is specified when starting labeling
# task.
# Corresponds to the JSON property `annotationType`
# @return [String]
attr_accessor :annotation_type
# Output only. The names of any related resources that are blocking changes to
# the annotated dataset.
# Corresponds to the JSON property `blockingResources`
# @return [Array<String>]
attr_accessor :blocking_resources
# Output only. Number of examples that have annotation in the annotated dataset.
# Corresponds to the JSON property `completedExampleCount`
# @return [Fixnum]
attr_accessor :completed_example_count
# Output only. Time the AnnotatedDataset was created.
# Corresponds to the JSON property `createTime`
# @return [String]
attr_accessor :create_time
# Output only. The description of the AnnotatedDataset. It is specified in
# HumanAnnotationConfig when user starts a labeling task. Maximum of 10000
# characters.
# Corresponds to the JSON property `description`
# @return [String]
attr_accessor :description
# Output only. The display name of the AnnotatedDataset. It is specified in
# HumanAnnotationConfig when user starts a labeling task. Maximum of 64
# characters.
# Corresponds to the JSON property `displayName`
# @return [String]
attr_accessor :display_name
# Output only. Number of examples in the annotated dataset.
# Corresponds to the JSON property `exampleCount`
# @return [Fixnum]
attr_accessor :example_count
# Statistics about annotation specs.
# Corresponds to the JSON property `labelStats`
# @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1LabelStats]
attr_accessor :label_stats
# Metadata on AnnotatedDataset.
# Corresponds to the JSON property `metadata`
# @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1AnnotatedDatasetMetadata]
attr_accessor :metadata
# Output only. AnnotatedDataset resource name in format of: projects/`project_id`
# /datasets/`dataset_id`/annotatedDatasets/ `annotated_dataset_id`
# Corresponds to the JSON property `name`
# @return [String]
attr_accessor :name
def initialize(**args)
update!(**args)
end
# Update properties of this object
def update!(**args)
@annotation_source = args[:annotation_source] if args.key?(:annotation_source)
@annotation_type = args[:annotation_type] if args.key?(:annotation_type)
@blocking_resources = args[:blocking_resources] if args.key?(:blocking_resources)
@completed_example_count = args[:completed_example_count] if args.key?(:completed_example_count)
@create_time = args[:create_time] if args.key?(:create_time)
@description = args[:description] if args.key?(:description)
@display_name = args[:display_name] if args.key?(:display_name)
@example_count = args[:example_count] if args.key?(:example_count)
@label_stats = args[:label_stats] if args.key?(:label_stats)
@metadata = args[:metadata] if args.key?(:metadata)
@name = args[:name] if args.key?(:name)
end
end
# Metadata on AnnotatedDataset.
class GoogleCloudDatalabelingV1beta1AnnotatedDatasetMetadata
include Google::Apis::Core::Hashable
# Config for image bounding poly (and bounding box) human labeling task.
# Corresponds to the JSON property `boundingPolyConfig`
# @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1BoundingPolyConfig]
attr_accessor :bounding_poly_config
# Config for video event human labeling task.
# Corresponds to the JSON property `eventConfig`
# @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1EventConfig]
attr_accessor :event_config
# Configuration for how human labeling task should be done.
# Corresponds to the JSON property `humanAnnotationConfig`
# @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1HumanAnnotationConfig]
attr_accessor :human_annotation_config
# Config for image classification human labeling task.
# Corresponds to the JSON property `imageClassificationConfig`
# @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1ImageClassificationConfig]
attr_accessor :image_classification_config
# 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.
# Corresponds to the JSON property `objectDetectionConfig`
# @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1ObjectDetectionConfig]
attr_accessor :object_detection_config
# Config for video object tracking human labeling task.
# Corresponds to the JSON property `objectTrackingConfig`
# @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1ObjectTrackingConfig]
attr_accessor :object_tracking_config
# Config for image polyline human labeling task.
# Corresponds to the JSON property `polylineConfig`
# @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1PolylineConfig]
attr_accessor :polyline_config
# Config for image segmentation
# Corresponds to the JSON property `segmentationConfig`
# @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1SegmentationConfig]
attr_accessor :segmentation_config
# Config for text classification human labeling task.
# Corresponds to the JSON property `textClassificationConfig`
# @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1TextClassificationConfig]
attr_accessor :text_classification_config
# Config for text entity extraction human labeling task.
# Corresponds to the JSON property `textEntityExtractionConfig`
# @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1TextEntityExtractionConfig]
attr_accessor :text_entity_extraction_config
# 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.
# Corresponds to the JSON property `videoClassificationConfig`
# @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1VideoClassificationConfig]
attr_accessor :video_classification_config
def initialize(**args)
update!(**args)
end
# Update properties of this object
def update!(**args)
@bounding_poly_config = args[:bounding_poly_config] if args.key?(:bounding_poly_config)
@event_config = args[:event_config] if args.key?(:event_config)
@human_annotation_config = args[:human_annotation_config] if args.key?(:human_annotation_config)
@image_classification_config = args[:image_classification_config] if args.key?(:image_classification_config)
@object_detection_config = args[:object_detection_config] if args.key?(:object_detection_config)
@object_tracking_config = args[:object_tracking_config] if args.key?(:object_tracking_config)
@polyline_config = args[:polyline_config] if args.key?(:polyline_config)
@segmentation_config = args[:segmentation_config] if args.key?(:segmentation_config)
@text_classification_config = args[:text_classification_config] if args.key?(:text_classification_config)
@text_entity_extraction_config = args[:text_entity_extraction_config] if args.key?(:text_entity_extraction_config)
@video_classification_config = args[:video_classification_config] if args.key?(:video_classification_config)
end
end
# 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.
class GoogleCloudDatalabelingV1beta1Annotation
include Google::Apis::Core::Hashable
# Additional information associated with the annotation.
# Corresponds to the JSON property `annotationMetadata`
# @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1AnnotationMetadata]
attr_accessor :annotation_metadata
# Output only. Sentiment for this annotation.
# Corresponds to the JSON property `annotationSentiment`
# @return [String]
attr_accessor :annotation_sentiment
# Output only. The source of the annotation.
# Corresponds to the JSON property `annotationSource`
# @return [String]
attr_accessor :annotation_source
# Annotation value for an example.
# Corresponds to the JSON property `annotationValue`
# @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1AnnotationValue]
attr_accessor :annotation_value
# Output only. Unique name of this annotation, format is: projects/`project_id`/
# datasets/`dataset_id`/annotatedDatasets/`annotated_dataset`/examples/`
# example_id`/annotations/`annotation_id`
# Corresponds to the JSON property `name`
# @return [String]
attr_accessor :name
def initialize(**args)
update!(**args)
end
# Update properties of this object
def update!(**args)
@annotation_metadata = args[:annotation_metadata] if args.key?(:annotation_metadata)
@annotation_sentiment = args[:annotation_sentiment] if args.key?(:annotation_sentiment)
@annotation_source = args[:annotation_source] if args.key?(:annotation_source)
@annotation_value = args[:annotation_value] if args.key?(:annotation_value)
@name = args[:name] if args.key?(:name)
end
end
# Additional information associated with the annotation.
class GoogleCloudDatalabelingV1beta1AnnotationMetadata
include Google::Apis::Core::Hashable
# General information useful for labels coming from contributors.
# Corresponds to the JSON property `operatorMetadata`
# @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1OperatorMetadata]
attr_accessor :operator_metadata
def initialize(**args)
update!(**args)
end
# Update properties of this object
def update!(**args)
@operator_metadata = args[:operator_metadata] if args.key?(:operator_metadata)
end
end
# 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`.
class GoogleCloudDatalabelingV1beta1AnnotationSpec
include Google::Apis::Core::Hashable
# Optional. User-provided description of the annotation specification. The
# description can be up to 10,000 characters long.
# Corresponds to the JSON property `description`
# @return [String]
attr_accessor :description
# Required. The display name of the AnnotationSpec. Maximum of 64 characters.
# Corresponds to the JSON property `displayName`
# @return [String]
attr_accessor :display_name
# Output only. This is the integer index of the AnnotationSpec. The index for
# the whole AnnotationSpecSet is sequential starting from 0. For example, an
# AnnotationSpecSet with classes `dog` and `cat`, might contain one
# AnnotationSpec with `` display_name: "dog", index: 0 `` and one AnnotationSpec
# with `` display_name: "cat", index: 1 ``. This is especially useful for model
# training as it encodes the string labels into numeric values.
# Corresponds to the JSON property `index`
# @return [Fixnum]
attr_accessor :index
def initialize(**args)
update!(**args)
end
# Update properties of this object
def update!(**args)
@description = args[:description] if args.key?(:description)
@display_name = args[:display_name] if args.key?(:display_name)
@index = args[:index] if args.key?(:index)
end
end
# 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.
class GoogleCloudDatalabelingV1beta1AnnotationSpecSet
include Google::Apis::Core::Hashable
# Required. The array of AnnotationSpecs that you define when you create the
# AnnotationSpecSet. These are the possible labels for the labeling task.
# Corresponds to the JSON property `annotationSpecs`
# @return [Array<Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1AnnotationSpec>]
attr_accessor :annotation_specs
# Output only. The names of any related resources that are blocking changes to
# the annotation spec set.
# Corresponds to the JSON property `blockingResources`
# @return [Array<String>]
attr_accessor :blocking_resources
# Optional. User-provided description of the annotation specification set. The
# description can be up to 10,000 characters long.
# Corresponds to the JSON property `description`
# @return [String]
attr_accessor :description
# Required. The display name for AnnotationSpecSet that you define when you
# create it. Maximum of 64 characters.
# Corresponds to the JSON property `displayName`
# @return [String]
attr_accessor :display_name
# Output only. The AnnotationSpecSet resource name in the following format: "
# projects/`project_id`/annotationSpecSets/`annotation_spec_set_id`"
# Corresponds to the JSON property `name`
# @return [String]
attr_accessor :name
def initialize(**args)
update!(**args)
end
# Update properties of this object
def update!(**args)
@annotation_specs = args[:annotation_specs] if args.key?(:annotation_specs)
@blocking_resources = args[:blocking_resources] if args.key?(:blocking_resources)
@description = args[:description] if args.key?(:description)
@display_name = args[:display_name] if args.key?(:display_name)
@name = args[:name] if args.key?(:name)
end
end
# Annotation spec set with the setting of allowing multi labels or not.
class GoogleCloudDatalabelingV1beta1AnnotationSpecSetConfig
include Google::Apis::Core::Hashable
# Optional. If allow_multi_label is true, contributors are able to choose
# multiple labels from one annotation spec set.
# Corresponds to the JSON property `allowMultiLabel`
# @return [Boolean]
attr_accessor :allow_multi_label
alias_method :allow_multi_label?, :allow_multi_label
# Required. Annotation spec set resource name.
# Corresponds to the JSON property `annotationSpecSet`
# @return [String]
attr_accessor :annotation_spec_set
def initialize(**args)
update!(**args)
end
# Update properties of this object
def update!(**args)
@allow_multi_label = args[:allow_multi_label] if args.key?(:allow_multi_label)
@annotation_spec_set = args[:annotation_spec_set] if args.key?(:annotation_spec_set)
end
end
# Annotation value for an example.
class GoogleCloudDatalabelingV1beta1AnnotationValue
include Google::Apis::Core::Hashable
# Image bounding poly annotation. It represents a polygon including bounding box
# in the image.
# Corresponds to the JSON property `imageBoundingPolyAnnotation`
# @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1ImageBoundingPolyAnnotation]
attr_accessor :image_bounding_poly_annotation
# Image classification annotation definition.
# Corresponds to the JSON property `imageClassificationAnnotation`
# @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1ImageClassificationAnnotation]
attr_accessor :image_classification_annotation
# A polyline for the image annotation.
# Corresponds to the JSON property `imagePolylineAnnotation`
# @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1ImagePolylineAnnotation]
attr_accessor :image_polyline_annotation
# Image segmentation annotation.
# Corresponds to the JSON property `imageSegmentationAnnotation`
# @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1ImageSegmentationAnnotation]
attr_accessor :image_segmentation_annotation
# Text classification annotation.
# Corresponds to the JSON property `textClassificationAnnotation`
# @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1TextClassificationAnnotation]
attr_accessor :text_classification_annotation
# Text entity extraction annotation.
# Corresponds to the JSON property `textEntityExtractionAnnotation`
# @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1TextEntityExtractionAnnotation]
attr_accessor :text_entity_extraction_annotation
# Video classification annotation.
# Corresponds to the JSON property `videoClassificationAnnotation`
# @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1VideoClassificationAnnotation]
attr_accessor :video_classification_annotation
# Video event annotation.
# Corresponds to the JSON property `videoEventAnnotation`
# @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1VideoEventAnnotation]
attr_accessor :video_event_annotation
# Video object tracking annotation.
# Corresponds to the JSON property `videoObjectTrackingAnnotation`
# @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1VideoObjectTrackingAnnotation]
attr_accessor :video_object_tracking_annotation
def initialize(**args)
update!(**args)
end
# Update properties of this object
def update!(**args)
@image_bounding_poly_annotation = args[:image_bounding_poly_annotation] if args.key?(:image_bounding_poly_annotation)
@image_classification_annotation = args[:image_classification_annotation] if args.key?(:image_classification_annotation)
@image_polyline_annotation = args[:image_polyline_annotation] if args.key?(:image_polyline_annotation)
@image_segmentation_annotation = args[:image_segmentation_annotation] if args.key?(:image_segmentation_annotation)
@text_classification_annotation = args[:text_classification_annotation] if args.key?(:text_classification_annotation)
@text_entity_extraction_annotation = args[:text_entity_extraction_annotation] if args.key?(:text_entity_extraction_annotation)
@video_classification_annotation = args[:video_classification_annotation] if args.key?(:video_classification_annotation)
@video_event_annotation = args[:video_event_annotation] if args.key?(:video_event_annotation)
@video_object_tracking_annotation = args[:video_object_tracking_annotation] if args.key?(:video_object_tracking_annotation)
end
end
# Records a failed evaluation job run.
class GoogleCloudDatalabelingV1beta1Attempt
include Google::Apis::Core::Hashable
#
# Corresponds to the JSON property `attemptTime`
# @return [String]
attr_accessor :attempt_time
# Details of errors that occurred.
# Corresponds to the JSON property `partialFailures`
# @return [Array<Google::Apis::DatalabelingV1beta1::GoogleRpcStatus>]
attr_accessor :partial_failures
def initialize(**args)
update!(**args)
end
# Update properties of this object
def update!(**args)
@attempt_time = args[:attempt_time] if args.key?(:attempt_time)
@partial_failures = args[:partial_failures] if args.key?(:partial_failures)
end
end
# The BigQuery location for input data. If used in an EvaluationJob, this is
# where the service saves the prediction input and output sampled from the model
# version.
class GoogleCloudDatalabelingV1beta1BigQuerySource
include Google::Apis::Core::Hashable
# 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. 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://`your_project_id`/ `
# your_dataset_name`/`your_table_name`" [Learn more](/ml-engine/docs/continuous-
# evaluation/create-job#table-schema).
# Corresponds to the JSON property `inputUri`
# @return [String]
attr_accessor :input_uri
def initialize(**args)
update!(**args)
end
# Update properties of this object
def update!(**args)
@input_uri = args[:input_uri] if args.key?(:input_uri)
end
end
# Options regarding evaluation between bounding boxes.
class GoogleCloudDatalabelingV1beta1BoundingBoxEvaluationOptions
include Google::Apis::Core::Hashable
# 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.
# Corresponds to the JSON property `iouThreshold`
# @return [Float]
attr_accessor :iou_threshold
def initialize(**args)
update!(**args)
end
# Update properties of this object
def update!(**args)
@iou_threshold = args[:iou_threshold] if args.key?(:iou_threshold)
end
end
# A bounding polygon in the image.
class GoogleCloudDatalabelingV1beta1BoundingPoly
include Google::Apis::Core::Hashable
# The bounding polygon vertices.
# Corresponds to the JSON property `vertices`
# @return [Array<Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1Vertex>]
attr_accessor :vertices
def initialize(**args)
update!(**args)
end
# Update properties of this object
def update!(**args)
@vertices = args[:vertices] if args.key?(:vertices)
end
end
# Config for image bounding poly (and bounding box) human labeling task.
class GoogleCloudDatalabelingV1beta1BoundingPolyConfig
include Google::Apis::Core::Hashable
# Required. Annotation spec set resource name.
# Corresponds to the JSON property `annotationSpecSet`
# @return [String]
attr_accessor :annotation_spec_set
# Optional. Instruction message showed on contributors UI.
# Corresponds to the JSON property `instructionMessage`
# @return [String]
attr_accessor :instruction_message
def initialize(**args)
update!(**args)
end
# Update properties of this object
def update!(**args)
@annotation_spec_set = args[:annotation_spec_set] if args.key?(:annotation_spec_set)
@instruction_message = args[:instruction_message] if args.key?(:instruction_message)
end
end
# Metadata for classification annotations.
class GoogleCloudDatalabelingV1beta1ClassificationMetadata
include Google::Apis::Core::Hashable
# Whether the classification task is multi-label or not.
# Corresponds to the JSON property `isMultiLabel`
# @return [Boolean]
attr_accessor :is_multi_label
alias_method :is_multi_label?, :is_multi_label
def initialize(**args)
update!(**args)
end
# Update properties of this object
def update!(**args)
@is_multi_label = args[:is_multi_label] if args.key?(:is_multi_label)
end
end
# Metrics calculated for a classification model.
class GoogleCloudDatalabelingV1beta1ClassificationMetrics
include Google::Apis::Core::Hashable
# 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.
# Corresponds to the JSON property `confusionMatrix`
# @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1ConfusionMatrix]
attr_accessor :confusion_matrix
# Precision-recall curve based on ground truth labels, predicted labels, and
# scores for the predicted labels.
# Corresponds to the JSON property `prCurve`
# @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1PrCurve]
attr_accessor :pr_curve
def initialize(**args)
update!(**args)
end
# Update properties of this object
def update!(**args)
@confusion_matrix = args[:confusion_matrix] if args.key?(:confusion_matrix)
@pr_curve = args[:pr_curve] if args.key?(:pr_curve)
end
end
#
class GoogleCloudDatalabelingV1beta1ConfidenceMetricsEntry
include Google::Apis::Core::Hashable
# 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.
# Corresponds to the JSON property `confidenceThreshold`
# @return [Float]
attr_accessor :confidence_threshold
# Harmonic mean of recall and precision.
# Corresponds to the JSON property `f1Score`
# @return [Float]
attr_accessor :f1_score
# The harmonic mean of recall_at1 and precision_at1.
# Corresponds to the JSON property `f1ScoreAt1`
# @return [Float]
attr_accessor :f1_score_at1
# The harmonic mean of recall_at5 and precision_at5.
# Corresponds to the JSON property `f1ScoreAt5`
# @return [Float]
attr_accessor :f1_score_at5
# Precision value.
# Corresponds to the JSON property `precision`
# @return [Float]
attr_accessor :precision
# Precision value for entries with label that has highest score.
# Corresponds to the JSON property `precisionAt1`
# @return [Float]
attr_accessor :precision_at1
# Precision value for entries with label that has highest 5 scores.
# Corresponds to the JSON property `precisionAt5`
# @return [Float]
attr_accessor :precision_at5
# Recall value.
# Corresponds to the JSON property `recall`
# @return [Float]
attr_accessor :recall
# Recall value for entries with label that has highest score.
# Corresponds to the JSON property `recallAt1`
# @return [Float]
attr_accessor :recall_at1
# Recall value for entries with label that has highest 5 scores.
# Corresponds to the JSON property `recallAt5`
# @return [Float]
attr_accessor :recall_at5
def initialize(**args)
update!(**args)
end
# Update properties of this object
def update!(**args)
@confidence_threshold = args[:confidence_threshold] if args.key?(:confidence_threshold)
@f1_score = args[:f1_score] if args.key?(:f1_score)
@f1_score_at1 = args[:f1_score_at1] if args.key?(:f1_score_at1)
@f1_score_at5 = args[:f1_score_at5] if args.key?(:f1_score_at5)
@precision = args[:precision] if args.key?(:precision)
@precision_at1 = args[:precision_at1] if args.key?(:precision_at1)
@precision_at5 = args[:precision_at5] if args.key?(:precision_at5)
@recall = args[:recall] if args.key?(:recall)
@recall_at1 = args[:recall_at1] if args.key?(:recall_at1)
@recall_at5 = args[:recall_at5] if args.key?(:recall_at5)
end
end
# 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.
class GoogleCloudDatalabelingV1beta1ConfusionMatrix
include Google::Apis::Core::Hashable
#
# Corresponds to the JSON property `row`
# @return [Array<Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1Row>]
attr_accessor :row
def initialize(**args)
update!(**args)
end
# Update properties of this object
def update!(**args)
@row = args[:row] if args.key?(:row)
end
end
#
class GoogleCloudDatalabelingV1beta1ConfusionMatrixEntry
include Google::Apis::Core::Hashable
# 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`.
# Corresponds to the JSON property `annotationSpec`
# @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1AnnotationSpec]
attr_accessor :annotation_spec
# Number of items predicted to have this label. (The ground truth label for
# these items is the `Row.annotationSpec` of this entry's parent.)
# Corresponds to the JSON property `itemCount`
# @return [Fixnum]
attr_accessor :item_count
def initialize(**args)
update!(**args)
end
# Update properties of this object
def update!(**args)
@annotation_spec = args[:annotation_spec] if args.key?(:annotation_spec)
@item_count = args[:item_count] if args.key?(:item_count)
end
end
# Request message for CreateAnnotationSpecSet.
class GoogleCloudDatalabelingV1beta1CreateAnnotationSpecSetRequest
include Google::Apis::Core::Hashable
# 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.
# Corresponds to the JSON property `annotationSpecSet`
# @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1AnnotationSpecSet]
attr_accessor :annotation_spec_set
def initialize(**args)
update!(**args)
end
# Update properties of this object
def update!(**args)
@annotation_spec_set = args[:annotation_spec_set] if args.key?(:annotation_spec_set)
end
end
# Request message for CreateDataset.
class GoogleCloudDatalabelingV1beta1CreateDatasetRequest
include Google::Apis::Core::Hashable
# Dataset is the resource to hold your data. You can request multiple labeling
# tasks for a dataset while each one will generate an AnnotatedDataset.
# Corresponds to the JSON property `dataset`
# @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1Dataset]
attr_accessor :dataset
def initialize(**args)
update!(**args)
end
# Update properties of this object
def update!(**args)
@dataset = args[:dataset] if args.key?(:dataset)
end
end
# Request message for CreateEvaluationJob.
class GoogleCloudDatalabelingV1beta1CreateEvaluationJobRequest
include Google::Apis::Core::Hashable
# Defines an evaluation job that runs periodically to generate Evaluations. [
# Creating an evaluation job](/ml-engine/docs/continuous-evaluation/create-job)
# is the starting point for using continuous evaluation.
# Corresponds to the JSON property `job`
# @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1EvaluationJob]
attr_accessor :job
def initialize(**args)
update!(**args)
end
# Update properties of this object
def update!(**args)
@job = args[:job] if args.key?(:job)
end
end
# Metadata of a CreateInstruction operation.
class GoogleCloudDatalabelingV1beta1CreateInstructionMetadata
include Google::Apis::Core::Hashable
# Timestamp when create instruction request was created.
# Corresponds to the JSON property `createTime`
# @return [String]
attr_accessor :create_time
# The name of the created Instruction. projects/`project_id`/instructions/`
# instruction_id`
# Corresponds to the JSON property `instruction`
# @return [String]
attr_accessor :instruction
# Partial failures encountered. E.g. single files that couldn't be read. Status
# details field will contain standard GCP error details.
# Corresponds to the JSON property `partialFailures`
# @return [Array<Google::Apis::DatalabelingV1beta1::GoogleRpcStatus>]
attr_accessor :partial_failures
def initialize(**args)
update!(**args)
end
# Update properties of this object
def update!(**args)
@create_time = args[:create_time] if args.key?(:create_time)
@instruction = args[:instruction] if args.key?(:instruction)
@partial_failures = args[:partial_failures] if args.key?(:partial_failures)
end
end
# Request message for CreateInstruction.
class GoogleCloudDatalabelingV1beta1CreateInstructionRequest
include Google::Apis::Core::Hashable
# Instruction of how to perform the labeling task for human operators. Currently
# only PDF instruction is supported.
# Corresponds to the JSON property `instruction`
# @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1Instruction]
attr_accessor :instruction
def initialize(**args)
update!(**args)
end
# Update properties of this object
def update!(**args)
@instruction = args[:instruction] if args.key?(:instruction)
end
end
# Deprecated: this instruction format is not supported any more. Instruction
# from a CSV file.
class GoogleCloudDatalabelingV1beta1CsvInstruction
include Google::Apis::Core::Hashable
# CSV file for the instruction. Only gcs path is allowed.
# Corresponds to the JSON property `gcsFileUri`
# @return [String]
attr_accessor :gcs_file_uri
def initialize(**args)
update!(**args)
end
# Update properties of this object
def update!(**args)
@gcs_file_uri = args[:gcs_file_uri] if args.key?(:gcs_file_uri)
end
end
# DataItem is a piece of data, without annotation. For example, an image.
class GoogleCloudDatalabelingV1beta1DataItem
include Google::Apis::Core::Hashable
# Container of information about an image.
# Corresponds to the JSON property `imagePayload`
# @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1ImagePayload]
attr_accessor :image_payload
# Output only. Name of the data item, in format of: projects/`project_id`/
# datasets/`dataset_id`/dataItems/`data_item_id`
# Corresponds to the JSON property `name`
# @return [String]
attr_accessor :name
# Container of information about a piece of text.
# Corresponds to the JSON property `textPayload`
# @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1TextPayload]
attr_accessor :text_payload
# Container of information of a video.
# Corresponds to the JSON property `videoPayload`
# @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1VideoPayload]
attr_accessor :video_payload
def initialize(**args)
update!(**args)
end
# Update properties of this object
def update!(**args)
@image_payload = args[:image_payload] if args.key?(:image_payload)
@name = args[:name] if args.key?(:name)
@text_payload = args[:text_payload] if args.key?(:text_payload)
@video_payload = args[:video_payload] if args.key?(:video_payload)
end
end
# Dataset is the resource to hold your data. You can request multiple labeling
# tasks for a dataset while each one will generate an AnnotatedDataset.
class GoogleCloudDatalabelingV1beta1Dataset
include Google::Apis::Core::Hashable
# Output only. The names of any related resources that are blocking changes to
# the dataset.
# Corresponds to the JSON property `blockingResources`
# @return [Array<String>]
attr_accessor :blocking_resources
# Output only. Time the dataset is created.
# Corresponds to the JSON property `createTime`
# @return [String]
attr_accessor :create_time
# Output only. The number of data items in the dataset.
# Corresponds to the JSON property `dataItemCount`
# @return [Fixnum]
attr_accessor :data_item_count
# Optional. User-provided description of the annotation specification set. The
# description can be up to 10000 characters long.
# Corresponds to the JSON property `description`
# @return [String]
attr_accessor :description
# Required. The display name of the dataset. Maximum of 64 characters.
# Corresponds to the JSON property `displayName`
# @return [String]
attr_accessor :display_name
# 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.
# Corresponds to the JSON property `inputConfigs`
# @return [Array<Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1InputConfig>]
attr_accessor :input_configs
# Last time that the Dataset is migrated to AI Platform V2. If any of the
# AnnotatedDataset is migrated, the last_migration_time in Dataset is also
# updated.
# Corresponds to the JSON property `lastMigrateTime`
# @return [String]
attr_accessor :last_migrate_time
# Output only. Dataset resource name, format is: projects/`project_id`/datasets/`
# dataset_id`
# Corresponds to the JSON property `name`
# @return [String]
attr_accessor :name
def initialize(**args)
update!(**args)
end
# Update properties of this object
def update!(**args)
@blocking_resources = args[:blocking_resources] if args.key?(:blocking_resources)
@create_time = args[:create_time] if args.key?(:create_time)
@data_item_count = args[:data_item_count] if args.key?(:data_item_count)
@description = args[:description] if args.key?(:description)
@display_name = args[:display_name] if args.key?(:display_name)
@input_configs = args[:input_configs] if args.key?(:input_configs)
@last_migrate_time = args[:last_migrate_time] if args.key?(:last_migrate_time)
@name = args[:name] if args.key?(:name)
end
end
# Describes an evaluation between a machine learning model's predictions and
# ground truth labels. Created when an EvaluationJob runs successfully.
class GoogleCloudDatalabelingV1beta1Evaluation
include Google::Apis::Core::Hashable
# Output only. Type of task that the model version being evaluated performs, as
# defined in the evaluationJobConfig.inputConfig.annotationType field of the
# evaluation job that created this evaluation.
# Corresponds to the JSON property `annotationType`
# @return [String]
attr_accessor :annotation_type
# Configuration details used for calculating evaluation metrics and creating an
# Evaluation.
# Corresponds to the JSON property `config`
# @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1EvaluationConfig]
attr_accessor :config
# Output only. Timestamp for when this evaluation was created.
# Corresponds to the JSON property `createTime`
# @return [String]
attr_accessor :create_time
# 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.
# Corresponds to the JSON property `evaluatedItemCount`
# @return [Fixnum]
attr_accessor :evaluated_item_count
# Output only. Timestamp for when the evaluation job that created this
# evaluation ran.
# Corresponds to the JSON property `evaluationJobRunTime`
# @return [String]
attr_accessor :evaluation_job_run_time
# Output only. Metrics comparing predictions to ground truth labels.
# Corresponds to the JSON property `evaluationMetrics`
# @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1EvaluationMetrics]
attr_accessor :evaluation_metrics
# Output only. Resource name of an evaluation. The name has the following format:
# "projects/`project_id`/datasets/`dataset_id`/evaluations/ `evaluation_id`'
# Corresponds to the JSON property `name`
# @return [String]
attr_accessor :name
def initialize(**args)
update!(**args)
end
# Update properties of this object
def update!(**args)
@annotation_type = args[:annotation_type] if args.key?(:annotation_type)
@config = args[:config] if args.key?(:config)
@create_time = args[:create_time] if args.key?(:create_time)
@evaluated_item_count = args[:evaluated_item_count] if args.key?(:evaluated_item_count)
@evaluation_job_run_time = args[:evaluation_job_run_time] if args.key?(:evaluation_job_run_time)
@evaluation_metrics = args[:evaluation_metrics] if args.key?(:evaluation_metrics)
@name = args[:name] if args.key?(:name)
end
end
# Configuration details used for calculating evaluation metrics and creating an
# Evaluation.
class GoogleCloudDatalabelingV1beta1EvaluationConfig
include Google::Apis::Core::Hashable
# Options regarding evaluation between bounding boxes.
# Corresponds to the JSON property `boundingBoxEvaluationOptions`
# @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1BoundingBoxEvaluationOptions]
attr_accessor :bounding_box_evaluation_options
def initialize(**args)
update!(**args)
end
# Update properties of this object
def update!(**args)
@bounding_box_evaluation_options = args[:bounding_box_evaluation_options] if args.key?(:bounding_box_evaluation_options)
end
end
# Defines an evaluation job that runs periodically to generate Evaluations. [
# Creating an evaluation job](/ml-engine/docs/continuous-evaluation/create-job)
# is the starting point for using continuous evaluation.
class GoogleCloudDatalabelingV1beta1EvaluationJob
include Google::Apis::Core::Hashable
# Required. Name of the 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/`project_id`/annotationSpecSets/`annotation_spec_set_id`"
# Corresponds to the JSON property `annotationSpecSet`
# @return [String]
attr_accessor :annotation_spec_set
# Output only. Every time the evaluation job runs and an error occurs, the
# failed attempt is appended to this array.
# Corresponds to the JSON property `attempts`
# @return [Array<Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1Attempt>]
attr_accessor :attempts
# Output only. Timestamp of when this evaluation job was created.
# Corresponds to the JSON property `createTime`
# @return [String]
attr_accessor :create_time
# Required. Description of the job. The description can be up to 25,000
# characters long.
# Corresponds to the JSON property `description`
# @return [String]
attr_accessor :description
# Configures specific details of how a continuous evaluation job works. Provide
# this configuration when you create an EvaluationJob.
# Corresponds to the JSON property `evaluationJobConfig`
# @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1EvaluationJobConfig]
attr_accessor :evaluation_job_config
# 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`
# .
# Corresponds to the JSON property `labelMissingGroundTruth`
# @return [Boolean]
attr_accessor :label_missing_ground_truth
alias_method :label_missing_ground_truth?, :label_missing_ground_truth
# 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/`project_id`/models/`model_name`/
# versions/`version_name`" There can only be one evaluation job per model
# version.
# Corresponds to the JSON property `modelVersion`
# @return [String]
attr_accessor :model_version
# Output only. After you create a job, Data Labeling Service assigns a name to
# the job with the following format: "projects/`project_id`/evaluationJobs/ `
# evaluation_job_id`"
# Corresponds to the JSON property `name`
# @return [String]
attr_accessor :name
# 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.
# Corresponds to the JSON property `schedule`
# @return [String]
attr_accessor :schedule
# Output only. Describes the current state of the job.
# Corresponds to the JSON property `state`
# @return [String]
attr_accessor :state
def initialize(**args)
update!(**args)
end
# Update properties of this object
def update!(**args)
@annotation_spec_set = args[:annotation_spec_set] if args.key?(:annotation_spec_set)
@attempts = args[:attempts] if args.key?(:attempts)
@create_time = args[:create_time] if args.key?(:create_time)
@description = args[:description] if args.key?(:description)
@evaluation_job_config = args[:evaluation_job_config] if args.key?(:evaluation_job_config)
@label_missing_ground_truth = args[:label_missing_ground_truth] if args.key?(:label_missing_ground_truth)
@model_version = args[:model_version] if args.key?(:model_version)
@name = args[:name] if args.key?(:name)
@schedule = args[:schedule] if args.key?(:schedule)
@state = args[:state] if args.key?(:state)
end
end
# Provides details for how an evaluation job sends email alerts based on the
# results of a run.
class GoogleCloudDatalabelingV1beta1EvaluationJobAlertConfig
include Google::Apis::Core::Hashable
# Required. An email address to send alerts to.
# Corresponds to the JSON property `email`
# @return [String]
attr_accessor :email
# 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
# below this threshold, then it sends an alert to your specified email.
# Corresponds to the JSON property `minAcceptableMeanAveragePrecision`
# @return [Float]
attr_accessor :min_acceptable_mean_average_precision
def initialize(**args)
update!(**args)
end
# Update properties of this object
def update!(**args)
@email = args[:email] if args.key?(:email)
@min_acceptable_mean_average_precision = args[:min_acceptable_mean_average_precision] if args.key?(:min_acceptable_mean_average_precision)
end
end
# Configures specific details of how a continuous evaluation job works. Provide
# this configuration when you create an EvaluationJob.
class GoogleCloudDatalabelingV1beta1EvaluationJobConfig
include Google::Apis::Core::Hashable
# 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).
# Corresponds to the JSON property `bigqueryImportKeys`
# @return [Hash<String,String>]
attr_accessor :bigquery_import_keys
# Config for image bounding poly (and bounding box) human labeling task.
# Corresponds to the JSON property `boundingPolyConfig`
# @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1BoundingPolyConfig]
attr_accessor :bounding_poly_config
# Configuration details used for calculating evaluation metrics and creating an
# Evaluation.
# Corresponds to the JSON property `evaluationConfig`
# @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1EvaluationConfig]
attr_accessor :evaluation_config
# Provides details for how an evaluation job sends email alerts based on the
# results of a run.
# Corresponds to the JSON property `evaluationJobAlertConfig`
# @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1EvaluationJobAlertConfig]
attr_accessor :evaluation_job_alert_config
# Required. The maximum number of predictions to sample and save to BigQuery
# during each evaluation interval. 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.
# Corresponds to the JSON property `exampleCount`
# @return [Fixnum]
attr_accessor :example_count
# Required. Fraction of predictions to sample and save to BigQuery during each
# evaluation interval. For example, 0.1 means 10% of predictions served by your
# model version get saved to BigQuery.
# Corresponds to the JSON property `exampleSamplePercentage`
# @return [Float]
attr_accessor :example_sample_percentage
# Configuration for how human labeling task should be done.
# Corresponds to the JSON property `humanAnnotationConfig`
# @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1HumanAnnotationConfig]
attr_accessor :human_annotation_config
# Config for image classification human labeling task.
# Corresponds to the JSON property `imageClassificationConfig`
# @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1ImageClassificationConfig]
attr_accessor :image_classification_config
# The configuration of input data, including data type, location, etc.
# Corresponds to the JSON property `inputConfig`
# @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1InputConfig]
attr_accessor :input_config
# Config for text classification human labeling task.
# Corresponds to the JSON property `textClassificationConfig`
# @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1TextClassificationConfig]
attr_accessor :text_classification_config
def initialize(**args)
update!(**args)
end
# Update properties of this object
def update!(**args)
@bigquery_import_keys = args[:bigquery_import_keys] if args.key?(:bigquery_import_keys)
@bounding_poly_config = args[:bounding_poly_config] if args.key?(:bounding_poly_config)
@evaluation_config = args[:evaluation_config] if args.key?(:evaluation_config)
@evaluation_job_alert_config = args[:evaluation_job_alert_config] if args.key?(:evaluation_job_alert_config)
@example_count = args[:example_count] if args.key?(:example_count)
@example_sample_percentage = args[:example_sample_percentage] if args.key?(:example_sample_percentage)
@human_annotation_config = args[:human_annotation_config] if args.key?(:human_annotation_config)
@image_classification_config = args[:image_classification_config] if args.key?(:image_classification_config)
@input_config = args[:input_config] if args.key?(:input_config)
@text_classification_config = args[:text_classification_config] if args.key?(:text_classification_config)
end
end
#
class GoogleCloudDatalabelingV1beta1EvaluationMetrics
include Google::Apis::Core::Hashable
# Metrics calculated for a classification model.
# Corresponds to the JSON property `classificationMetrics`
# @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1ClassificationMetrics]
attr_accessor :classification_metrics
# Metrics calculated for an image object detection (bounding box) model.
# Corresponds to the JSON property `objectDetectionMetrics`
# @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1ObjectDetectionMetrics]
attr_accessor :object_detection_metrics
def initialize(**args)
update!(**args)
end
# Update properties of this object
def update!(**args)
@classification_metrics = args[:classification_metrics] if args.key?(:classification_metrics)
@object_detection_metrics = args[:object_detection_metrics] if args.key?(:object_detection_metrics)
end
end
# Config for video event human labeling task.
class GoogleCloudDatalabelingV1beta1EventConfig
include Google::Apis::Core::Hashable
# Required. The list of annotation spec set resource name. Similar to video
# classification, we support selecting event from multiple AnnotationSpecSet at
# the same time.
# Corresponds to the JSON property `annotationSpecSets`
# @return [Array<String>]
attr_accessor :annotation_spec_sets
# Videos will be cut to smaller clips to make it easier for labelers to work on.
# Users can configure is field in seconds, if not set, default value is 60s.
# Corresponds to the JSON property `clipLength`
# @return [Fixnum]
attr_accessor :clip_length
# The overlap length between different video clips. Users can configure is field
# in seconds, if not set, default value is 1s.
# Corresponds to the JSON property `overlapLength`
# @return [Fixnum]
attr_accessor :overlap_length
def initialize(**args)
update!(**args)
end
# Update properties of this object
def update!(**args)
@annotation_spec_sets = args[:annotation_spec_sets] if args.key?(:annotation_spec_sets)
@clip_length = args[:clip_length] if args.key?(:clip_length)
@overlap_length = args[:overlap_length] if args.key?(:overlap_length)
end
end
# An Example is a piece of data and its annotation. For example, an image with
# label "house".
class GoogleCloudDatalabelingV1beta1Example
include Google::Apis::Core::Hashable
# Output only. Annotations for the piece of data in Example. One piece of data
# can have multiple annotations.
# Corresponds to the JSON property `annotations`
# @return [Array<Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1Annotation>]
attr_accessor :annotations
# Container of information about an image.
# Corresponds to the JSON property `imagePayload`
# @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1ImagePayload]
attr_accessor :image_payload
# Output only. Name of the example, in format of: projects/`project_id`/datasets/
# `dataset_id`/annotatedDatasets/ `annotated_dataset_id`/examples/`example_id`
# Corresponds to the JSON property `name`
# @return [String]
attr_accessor :name
# Container of information about a piece of text.
# Corresponds to the JSON property `textPayload`
# @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1TextPayload]
attr_accessor :text_payload
# Container of information of a video.
# Corresponds to the JSON property `videoPayload`
# @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1VideoPayload]
attr_accessor :video_payload
def initialize(**args)
update!(**args)
end
# Update properties of this object
def update!(**args)
@annotations = args[:annotations] if args.key?(:annotations)
@image_payload = args[:image_payload] if args.key?(:image_payload)
@name = args[:name] if args.key?(:name)
@text_payload = args[:text_payload] if args.key?(:text_payload)
@video_payload = args[:video_payload] if args.key?(:video_payload)
end
end
# Example comparisons comparing ground truth output and predictions for a
# specific input.
class GoogleCloudDatalabelingV1beta1ExampleComparison
include Google::Apis::Core::Hashable
# An Example is a piece of data and its annotation. For example, an image with
# label "house".
# Corresponds to the JSON property `groundTruthExample`
# @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1Example]
attr_accessor :ground_truth_example
# Predictions by the model for the input.
# Corresponds to the JSON property `modelCreatedExamples`
# @return [Array<Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1Example>]
attr_accessor :model_created_examples
def initialize(**args)
update!(**args)
end
# Update properties of this object
def update!(**args)
@ground_truth_example = args[:ground_truth_example] if args.key?(:ground_truth_example)
@model_created_examples = args[:model_created_examples] if args.key?(:model_created_examples)
end
end
# Metadata of an ExportData operation.
class GoogleCloudDatalabelingV1beta1ExportDataOperationMetadata
include Google::Apis::Core::Hashable
# Output only. The name of annotated dataset in format "projects/*/datasets/*/
# annotatedDatasets/*".
# Corresponds to the JSON property `annotatedDataset`
# @return [String]
attr_accessor :annotated_dataset
# Output only. Timestamp when export dataset request was created.
# Corresponds to the JSON property `createTime`
# @return [String]
attr_accessor :create_time
# Output only. The name of dataset to be exported. "projects/*/datasets/*"
# Corresponds to the JSON property `dataset`
# @return [String]
attr_accessor :dataset
# Output only. Partial failures encountered. E.g. single files that couldn't be
# read. Status details field will contain standard GCP error details.
# Corresponds to the JSON property `partialFailures`
# @return [Array<Google::Apis::DatalabelingV1beta1::GoogleRpcStatus>]
attr_accessor :partial_failures
def initialize(**args)
update!(**args)
end
# Update properties of this object
def update!(**args)
@annotated_dataset = args[:annotated_dataset] if args.key?(:annotated_dataset)
@create_time = args[:create_time] if args.key?(:create_time)
@dataset = args[:dataset] if args.key?(:dataset)
@partial_failures = args[:partial_failures] if args.key?(:partial_failures)
end
end
# Response used for ExportDataset longrunning operation.
class GoogleCloudDatalabelingV1beta1ExportDataOperationResponse
include Google::Apis::Core::Hashable
# Output only. The name of annotated dataset in format "projects/*/datasets/*/
# annotatedDatasets/*".
# Corresponds to the JSON property `annotatedDataset`
# @return [String]
attr_accessor :annotated_dataset
# Ouptut only. The name of dataset. "projects/*/datasets/*"
# Corresponds to the JSON property `dataset`
# @return [String]
attr_accessor :dataset
# Output only. Number of examples exported successfully.
# Corresponds to the JSON property `exportCount`
# @return [Fixnum]
attr_accessor :export_count
# Statistics about annotation specs.
# Corresponds to the JSON property `labelStats`
# @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1LabelStats]
attr_accessor :label_stats
# The configuration of output data.
# Corresponds to the JSON property `outputConfig`
# @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1OutputConfig]
attr_accessor :output_config
# Output only. Total number of examples requested to export
# Corresponds to the JSON property `totalCount`
# @return [Fixnum]
attr_accessor :total_count
def initialize(**args)
update!(**args)
end
# Update properties of this object
def update!(**args)
@annotated_dataset = args[:annotated_dataset] if args.key?(:annotated_dataset)
@dataset = args[:dataset] if args.key?(:dataset)
@export_count = args[:export_count] if args.key?(:export_count)
@label_stats = args[:label_stats] if args.key?(:label_stats)
@output_config = args[:output_config] if args.key?(:output_config)
@total_count = args[:total_count] if args.key?(:total_count)
end
end
# Request message for ExportData API.
class GoogleCloudDatalabelingV1beta1ExportDataRequest
include Google::Apis::Core::Hashable
# 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`
# Corresponds to the JSON property `annotatedDataset`
# @return [String]
attr_accessor :annotated_dataset
# Optional. Filter is not supported at this moment.
# Corresponds to the JSON property `filter`
# @return [String]
attr_accessor :filter
# The configuration of output data.
# Corresponds to the JSON property `outputConfig`
# @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1OutputConfig]
attr_accessor :output_config
# Email of the user who started the export task and should be notified by email.
# If empty no notification will be sent.
# Corresponds to the JSON property `userEmailAddress`
# @return [String]
attr_accessor :user_email_address
def initialize(**args)
update!(**args)
end
# Update properties of this object
def update!(**args)
@annotated_dataset = args[:annotated_dataset] if args.key?(:annotated_dataset)
@filter = args[:filter] if args.key?(:filter)
@output_config = args[:output_config] if args.key?(:output_config)
@user_email_address = args[:user_email_address] if args.key?(:user_email_address)
end
end
# A feedback message inside a feedback thread.
class GoogleCloudDatalabelingV1beta1FeedbackMessage
include Google::Apis::Core::Hashable
# String content of the feedback. Maximum of 10000 characters.
# Corresponds to the JSON property `body`
# @return [String]
attr_accessor :body
# Create time.
# Corresponds to the JSON property `createTime`
# @return [String]
attr_accessor :create_time
# The image storing this feedback if the feedback is an image representing
# operator's comments.
# Corresponds to the JSON property `image`
# NOTE: Values are automatically base64 encoded/decoded in the client library.
# @return [String]
attr_accessor :image
# Name of the feedback message in a feedback thread. Format: 'project/`
# project_id`/datasets/`dataset_id`/annotatedDatasets/`annotated_dataset_id`/
# feedbackThreads/`feedback_thread_id`/feedbackMessage/`feedback_message_id`'
# Corresponds to the JSON property `name`
# @return [String]
attr_accessor :name
# Metadata describing the feedback from the operator.
# Corresponds to the JSON property `operatorFeedbackMetadata`
# @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1OperatorFeedbackMetadata]
attr_accessor :operator_feedback_metadata
# Metadata describing the feedback from the labeling task requester.
# Corresponds to the JSON property `requesterFeedbackMetadata`
# @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1RequesterFeedbackMetadata]
attr_accessor :requester_feedback_metadata
def initialize(**args)
update!(**args)
end
# Update properties of this object
def update!(**args)
@body = args[:body] if args.key?(:body)
@create_time = args[:create_time] if args.key?(:create_time)
@image = args[:image] if args.key?(:image)
@name = args[:name] if args.key?(:name)
@operator_feedback_metadata = args[:operator_feedback_metadata] if args.key?(:operator_feedback_metadata)
@requester_feedback_metadata = args[:requester_feedback_metadata] if args.key?(:requester_feedback_metadata)
end
end
# A feedback thread of a certain labeling task on a certain annotated dataset.
class GoogleCloudDatalabelingV1beta1FeedbackThread
include Google::Apis::Core::Hashable
# Metadata regarding the feedback thread.
# Corresponds to the JSON property `feedbackThreadMetadata`
# @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1FeedbackThreadMetadata]
attr_accessor :feedback_thread_metadata
# Name of the feedback thread. Format: 'project/`project_id`/datasets/`
# dataset_id`/annotatedDatasets/`annotated_dataset_id`/feedbackThreads/`
# feedback_thread_id`'
# Corresponds to the JSON property `name`
# @return [String]
attr_accessor :name
def initialize(**args)
update!(**args)
end
# Update properties of this object
def update!(**args)
@feedback_thread_metadata = args[:feedback_thread_metadata] if args.key?(:feedback_thread_metadata)
@name = args[:name] if args.key?(:name)
end
end
#
class GoogleCloudDatalabelingV1beta1FeedbackThreadMetadata
include Google::Apis::Core::Hashable
# When the thread is created
# Corresponds to the JSON property `createTime`
# @return [String]
attr_accessor :create_time
# When the thread is last updated.
# Corresponds to the JSON property `lastUpdateTime`
# @return [String]
attr_accessor :last_update_time
#
# Corresponds to the JSON property `status`
# @return [String]
attr_accessor :status
# An image thumbnail of this thread.
# Corresponds to the JSON property `thumbnail`
# NOTE: Values are automatically base64 encoded/decoded in the client library.
# @return [String]
attr_accessor :thumbnail
def initialize(**args)
update!(**args)
end
# Update properties of this object
def update!(**args)
@create_time = args[:create_time] if args.key?(:create_time)
@last_update_time = args[:last_update_time] if args.key?(:last_update_time)
@status = args[:status] if args.key?(:status)
@thumbnail = args[:thumbnail] if args.key?(:thumbnail)
end
end
# Export destination of the data.Only gcs path is allowed in output_uri.
class GoogleCloudDatalabelingV1beta1GcsDestination
include Google::Apis::Core::Hashable
# Required. The format of the gcs destination. Only "text/csv" and "application/
# json" are supported.
# Corresponds to the JSON property `mimeType`
# @return [String]
attr_accessor :mime_type
# Required. The output uri of destination file.
# Corresponds to the JSON property `outputUri`
# @return [String]
attr_accessor :output_uri
def initialize(**args)
update!(**args)
end
# Update properties of this object
def update!(**args)
@mime_type = args[:mime_type] if args.key?(:mime_type)
@output_uri = args[:output_uri] if args.key?(:output_uri)
end
end
# Export folder destination of the data.
class GoogleCloudDatalabelingV1beta1GcsFolderDestination
include Google::Apis::Core::Hashable
# Required. Cloud Storage directory to export data to.
# Corresponds to the JSON property `outputFolderUri`
# @return [String]
attr_accessor :output_folder_uri
def initialize(**args)
update!(**args)
end
# Update properties of this object
def update!(**args)
@output_folder_uri = args[:output_folder_uri] if args.key?(:output_folder_uri)
end
end
# Source of the Cloud Storage file to be imported.
class GoogleCloudDatalabelingV1beta1GcsSource
include Google::Apis::Core::Hashable
# Required. The input URI of source file. This must be a Cloud Storage path (`gs:
# //...`).
# Corresponds to the JSON property `inputUri`
# @return [String]
attr_accessor :input_uri
# Required. The format of the source file. Only "text/csv" is supported.
# Corresponds to the JSON property `mimeType`
# @return [String]
attr_accessor :mime_type
def initialize(**args)
update!(**args)
end
# Update properties of this object
def update!(**args)
@input_uri = args[:input_uri] if args.key?(:input_uri)
@mime_type = args[:mime_type] if args.key?(:mime_type)
end
end
# Configuration for how human labeling task should be done.
class GoogleCloudDatalabelingV1beta1HumanAnnotationConfig
include Google::Apis::Core::Hashable
# Optional. A human-readable description for AnnotatedDataset. The description
# can be up to 10000 characters long.
# Corresponds to the JSON property `annotatedDatasetDescription`
# @return [String]
attr_accessor :annotated_dataset_description
# Required. A human-readable name for AnnotatedDataset defined by users. Maximum
# of 64 characters .
# Corresponds to the JSON property `annotatedDatasetDisplayName`
# @return [String]
attr_accessor :annotated_dataset_display_name
# 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/
# Corresponds to the JSON property `contributorEmails`
# @return [Array<String>]
attr_accessor :contributor_emails
# Required. Instruction resource name.
# Corresponds to the JSON property `instruction`
# @return [String]
attr_accessor :instruction
# Optional. A human-readable label used to logically group labeling tasks. This
# string must match the regular expression `[a-zA-Z\\d_-]`0,128``.
# Corresponds to the JSON property `labelGroup`
# @return [String]
attr_accessor :label_group
# 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.
# Corresponds to the JSON property `languageCode`
# @return [String]
attr_accessor :language_code
# Optional. Maximum duration for contributors to answer a question. Maximum is
# 3600 seconds. Default is 3600 seconds.
# Corresponds to the JSON property `questionDuration`
# @return [String]
attr_accessor :question_duration
# 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.
# Corresponds to the JSON property `replicaCount`
# @return [Fixnum]
attr_accessor :replica_count
# Email of the user who started the labeling task and should be notified by
# email. If empty no notification will be sent.
# Corresponds to the JSON property `userEmailAddress`
# @return [String]
attr_accessor :user_email_address
def initialize(**args)
update!(**args)
end
# Update properties of this object
def update!(**args)
@annotated_dataset_description = args[:annotated_dataset_description] if args.key?(:annotated_dataset_description)
@annotated_dataset_display_name = args[:annotated_dataset_display_name] if args.key?(:annotated_dataset_display_name)
@contributor_emails = args[:contributor_emails] if args.key?(:contributor_emails)
@instruction = args[:instruction] if args.key?(:instruction)
@label_group = args[:label_group] if args.key?(:label_group)
@language_code = args[:language_code] if args.key?(:language_code)
@question_duration = args[:question_duration] if args.key?(:question_duration)
@replica_count = args[:replica_count] if args.key?(:replica_count)
@user_email_address = args[:user_email_address] if args.key?(:user_email_address)
end
end
# Image bounding poly annotation. It represents a polygon including bounding box
# in the image.
class GoogleCloudDatalabelingV1beta1ImageBoundingPolyAnnotation
include Google::Apis::Core::Hashable
# 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`.
# Corresponds to the JSON property `annotationSpec`
# @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1AnnotationSpec]
attr_accessor :annotation_spec
# A bounding polygon in the image.
# Corresponds to the JSON property `boundingPoly`
# @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1BoundingPoly]
attr_accessor :bounding_poly
# Normalized bounding polygon.
# Corresponds to the JSON property `normalizedBoundingPoly`
# @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1NormalizedBoundingPoly]
attr_accessor :normalized_bounding_poly
def initialize(**args)
update!(**args)
end
# Update properties of this object
def update!(**args)
@annotation_spec = args[:annotation_spec] if args.key?(:annotation_spec)
@bounding_poly = args[:bounding_poly] if args.key?(:bounding_poly)
@normalized_bounding_poly = args[:normalized_bounding_poly] if args.key?(:normalized_bounding_poly)
end
end
# Image classification annotation definition.
class GoogleCloudDatalabelingV1beta1ImageClassificationAnnotation
include Google::Apis::Core::Hashable
# 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`.
# Corresponds to the JSON property `annotationSpec`
# @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1AnnotationSpec]
attr_accessor :annotation_spec
def initialize(**args)
update!(**args)
end
# Update properties of this object
def update!(**args)
@annotation_spec = args[:annotation_spec] if args.key?(:annotation_spec)
end
end
# Config for image classification human labeling task.
class GoogleCloudDatalabelingV1beta1ImageClassificationConfig
include Google::Apis::Core::Hashable
# Optional. If allow_multi_label is true, contributors are able to choose
# multiple labels for one image.
# Corresponds to the JSON property `allowMultiLabel`
# @return [Boolean]
attr_accessor :allow_multi_label
alias_method :allow_multi_label?, :allow_multi_label
# Required. Annotation spec set resource name.
# Corresponds to the JSON property `annotationSpecSet`
# @return [String]
attr_accessor :annotation_spec_set
# Optional. The type of how to aggregate answers.
# Corresponds to the JSON property `answerAggregationType`
# @return [String]
attr_accessor :answer_aggregation_type
def initialize(**args)
update!(**args)
end
# Update properties of this object
def update!(**args)
@allow_multi_label = args[:allow_multi_label] if args.key?(:allow_multi_label)
@annotation_spec_set = args[:annotation_spec_set] if args.key?(:annotation_spec_set)
@answer_aggregation_type = args[:answer_aggregation_type] if args.key?(:answer_aggregation_type)
end
end
# Container of information about an image.
class GoogleCloudDatalabelingV1beta1ImagePayload
include Google::Apis::Core::Hashable
# A byte string of a thumbnail image.
# Corresponds to the JSON property `imageThumbnail`
# NOTE: Values are automatically base64 encoded/decoded in the client library.
# @return [String]
attr_accessor :image_thumbnail
# Image uri from the user bucket.
# Corresponds to the JSON property `imageUri`
# @return [String]
attr_accessor :image_uri
# Image format.
# Corresponds to the JSON property `mimeType`
# @return [String]
attr_accessor :mime_type
# Signed uri of the image file in the service bucket.
# Corresponds to the JSON property `signedUri`
# @return [String]
attr_accessor :signed_uri
def initialize(**args)
update!(**args)
end
# Update properties of this object
def update!(**args)
@image_thumbnail = args[:image_thumbnail] if args.key?(:image_thumbnail)
@image_uri = args[:image_uri] if args.key?(:image_uri)
@mime_type = args[:mime_type] if args.key?(:mime_type)
@signed_uri = args[:signed_uri] if args.key?(:signed_uri)
end
end
# A polyline for the image annotation.
class GoogleCloudDatalabelingV1beta1ImagePolylineAnnotation
include Google::Apis::Core::Hashable
# 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`.
# Corresponds to the JSON property `annotationSpec`
# @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1AnnotationSpec]
attr_accessor :annotation_spec
# Normalized polyline.
# Corresponds to the JSON property `normalizedPolyline`
# @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1NormalizedPolyline]
attr_accessor :normalized_polyline
# A line with multiple line segments.
# Corresponds to the JSON property `polyline`
# @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1Polyline]
attr_accessor :polyline
def initialize(**args)
update!(**args)
end
# Update properties of this object
def update!(**args)
@annotation_spec = args[:annotation_spec] if args.key?(:annotation_spec)
@normalized_polyline = args[:normalized_polyline] if args.key?(:normalized_polyline)
@polyline = args[:polyline] if args.key?(:polyline)
end
end
# Image segmentation annotation.
class GoogleCloudDatalabelingV1beta1ImageSegmentationAnnotation
include Google::Apis::Core::Hashable
# 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.
# Corresponds to the JSON property `annotationColors`
# @return [Hash<String,Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1AnnotationSpec>]
attr_accessor :annotation_colors
# A byte string of a full image's color map.
# Corresponds to the JSON property `imageBytes`
# NOTE: Values are automatically base64 encoded/decoded in the client library.
# @return [String]
attr_accessor :image_bytes
# Image format.
# Corresponds to the JSON property `mimeType`
# @return [String]
attr_accessor :mime_type
def initialize(**args)
update!(**args)
end
# Update properties of this object
def update!(**args)
@annotation_colors = args[:annotation_colors] if args.key?(:annotation_colors)
@image_bytes = args[:image_bytes] if args.key?(:image_bytes)
@mime_type = args[:mime_type] if args.key?(:mime_type)
end
end
# Metadata of an ImportData operation.
class GoogleCloudDatalabelingV1beta1ImportDataOperationMetadata
include Google::Apis::Core::Hashable
# Output only. Timestamp when import dataset request was created.
# Corresponds to the JSON property `createTime`
# @return [String]
attr_accessor :create_time
# Output only. The name of imported dataset. "projects/*/datasets/*"
# Corresponds to the JSON property `dataset`
# @return [String]
attr_accessor :dataset
# Output only. Partial failures encountered. E.g. single files that couldn't be
# read. Status details field will contain standard GCP error details.
# Corresponds to the JSON property `partialFailures`
# @return [Array<Google::Apis::DatalabelingV1beta1::GoogleRpcStatus>]
attr_accessor :partial_failures
def initialize(**args)
update!(**args)
end
# Update properties of this object
def update!(**args)
@create_time = args[:create_time] if args.key?(:create_time)
@dataset = args[:dataset] if args.key?(:dataset)
@partial_failures = args[:partial_failures] if args.key?(:partial_failures)
end
end
# Response used for ImportData longrunning operation.
class GoogleCloudDatalabelingV1beta1ImportDataOperationResponse
include Google::Apis::Core::Hashable
# Ouptut only. The name of imported dataset.
# Corresponds to the JSON property `dataset`
# @return [String]
attr_accessor :dataset
# Output only. Number of examples imported successfully.
# Corresponds to the JSON property `importCount`
# @return [Fixnum]
attr_accessor :import_count
# Output only. Total number of examples requested to import
# Corresponds to the JSON property `totalCount`
# @return [Fixnum]
attr_accessor :total_count
def initialize(**args)
update!(**args)
end
# Update properties of this object
def update!(**args)
@dataset = args[:dataset] if args.key?(:dataset)
@import_count = args[:import_count] if args.key?(:import_count)
@total_count = args[:total_count] if args.key?(:total_count)
end
end
# Request message for ImportData API.
class GoogleCloudDatalabelingV1beta1ImportDataRequest
include Google::Apis::Core::Hashable
# The configuration of input data, including data type, location, etc.
# Corresponds to the JSON property `inputConfig`
# @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1InputConfig]
attr_accessor :input_config
# Email of the user who started the import task and should be notified by email.
# If empty no notification will be sent.
# Corresponds to the JSON property `userEmailAddress`
# @return [String]
attr_accessor :user_email_address
def initialize(**args)
update!(**args)
end
# Update properties of this object
def update!(**args)
@input_config = args[:input_config] if args.key?(:input_config)
@user_email_address = args[:user_email_address] if args.key?(:user_email_address)
end
end
# The configuration of input data, including data type, location, etc.
class GoogleCloudDatalabelingV1beta1InputConfig
include Google::Apis::Core::Hashable
# 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.
# Corresponds to the JSON property `annotationType`
# @return [String]
attr_accessor :annotation_type
# The BigQuery location for input data. If used in an EvaluationJob, this is
# where the service saves the prediction input and output sampled from the model
# version.
# Corresponds to the JSON property `bigquerySource`
# @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1BigQuerySource]
attr_accessor :bigquery_source
# Metadata for classification annotations.
# Corresponds to the JSON property `classificationMetadata`
# @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1ClassificationMetadata]
attr_accessor :classification_metadata
# Required. Data type must be specifed when user tries to import data.
# Corresponds to the JSON property `dataType`
# @return [String]
attr_accessor :data_type
# Source of the Cloud Storage file to be imported.
# Corresponds to the JSON property `gcsSource`
# @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1GcsSource]
attr_accessor :gcs_source
# Metadata for the text.
# Corresponds to the JSON property `textMetadata`
# @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1TextMetadata]
attr_accessor :text_metadata
def initialize(**args)
update!(**args)
end
# Update properties of this object
def update!(**args)
@annotation_type = args[:annotation_type] if args.key?(:annotation_type)
@bigquery_source = args[:bigquery_source] if args.key?(:bigquery_source)
@classification_metadata = args[:classification_metadata] if args.key?(:classification_metadata)
@data_type = args[:data_type] if args.key?(:data_type)
@gcs_source = args[:gcs_source] if args.key?(:gcs_source)
@text_metadata = args[:text_metadata] if args.key?(:text_metadata)
end
end
# Instruction of how to perform the labeling task for human operators. Currently
# only PDF instruction is supported.
class GoogleCloudDatalabelingV1beta1Instruction
include Google::Apis::Core::Hashable
# Output only. The names of any related resources that are blocking changes to
# the instruction.
# Corresponds to the JSON property `blockingResources`
# @return [Array<String>]
attr_accessor :blocking_resources
# Output only. Creation time of instruction.
# Corresponds to the JSON property `createTime`
# @return [String]
attr_accessor :create_time
# Deprecated: this instruction format is not supported any more. Instruction
# from a CSV file.
# Corresponds to the JSON property `csvInstruction`
# @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1CsvInstruction]
attr_accessor :csv_instruction
# Required. The data type of this instruction.
# Corresponds to the JSON property `dataType`
# @return [String]
attr_accessor :data_type
# Optional. User-provided description of the instruction. The description can be
# up to 10000 characters long.
# Corresponds to the JSON property `description`
# @return [String]
attr_accessor :description
# Required. The display name of the instruction. Maximum of 64 characters.
# Corresponds to the JSON property `displayName`
# @return [String]
attr_accessor :display_name
# Output only. Instruction resource name, format: projects/`project_id`/
# instructions/`instruction_id`
# Corresponds to the JSON property `name`
# @return [String]
attr_accessor :name
# Instruction from a PDF file.
# Corresponds to the JSON property `pdfInstruction`
# @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1PdfInstruction]
attr_accessor :pdf_instruction
# Output only. Last update time of instruction.
# Corresponds to the JSON property `updateTime`
# @return [String]
attr_accessor :update_time
def initialize(**args)
update!(**args)
end
# Update properties of this object
def update!(**args)
@blocking_resources = args[:blocking_resources] if args.key?(:blocking_resources)
@create_time = args[:create_time] if args.key?(:create_time)
@csv_instruction = args[:csv_instruction] if args.key?(:csv_instruction)
@data_type = args[:data_type] if args.key?(:data_type)
@description = args[:description] if args.key?(:description)
@display_name = args[:display_name] if args.key?(:display_name)
@name = args[:name] if args.key?(:name)
@pdf_instruction = args[:pdf_instruction] if args.key?(:pdf_instruction)
@update_time = args[:update_time] if args.key?(:update_time)
end
end
# Details of a LabelImageBoundingBox operation metadata.
class GoogleCloudDatalabelingV1beta1LabelImageBoundingBoxOperationMetadata
include Google::Apis::Core::Hashable
# Configuration for how human labeling task should be done.
# Corresponds to the JSON property `basicConfig`
# @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1HumanAnnotationConfig]
attr_accessor :basic_config
def initialize(**args)
update!(**args)
end
# Update properties of this object
def update!(**args)
@basic_config = args[:basic_config] if args.key?(:basic_config)
end
end
# Details of LabelImageBoundingPoly operation metadata.
class GoogleCloudDatalabelingV1beta1LabelImageBoundingPolyOperationMetadata
include Google::Apis::Core::Hashable
# Configuration for how human labeling task should be done.
# Corresponds to the JSON property `basicConfig`
# @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1HumanAnnotationConfig]
attr_accessor :basic_config
def initialize(**args)
update!(**args)
end
# Update properties of this object
def update!(**args)
@basic_config = args[:basic_config] if args.key?(:basic_config)
end
end
# Metadata of a LabelImageClassification operation.
class GoogleCloudDatalabelingV1beta1LabelImageClassificationOperationMetadata
include Google::Apis::Core::Hashable
# Configuration for how human labeling task should be done.
# Corresponds to the JSON property `basicConfig`
# @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1HumanAnnotationConfig]
attr_accessor :basic_config
def initialize(**args)
update!(**args)
end
# Update properties of this object
def update!(**args)
@basic_config = args[:basic_config] if args.key?(:basic_config)
end
end
# Details of a LabelImageOrientedBoundingBox operation metadata.
class GoogleCloudDatalabelingV1beta1LabelImageOrientedBoundingBoxOperationMetadata
include Google::Apis::Core::Hashable
# Configuration for how human labeling task should be done.
# Corresponds to the JSON property `basicConfig`
# @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1HumanAnnotationConfig]
attr_accessor :basic_config
def initialize(**args)
update!(**args)
end
# Update properties of this object
def update!(**args)
@basic_config = args[:basic_config] if args.key?(:basic_config)
end
end
# Details of LabelImagePolyline operation metadata.
class GoogleCloudDatalabelingV1beta1LabelImagePolylineOperationMetadata
include Google::Apis::Core::Hashable
# Configuration for how human labeling task should be done.
# Corresponds to the JSON property `basicConfig`
# @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1HumanAnnotationConfig]
attr_accessor :basic_config
def initialize(**args)
update!(**args)
end
# Update properties of this object
def update!(**args)
@basic_config = args[:basic_config] if args.key?(:basic_config)
end
end
# Request message for starting an image labeling task.
class GoogleCloudDatalabelingV1beta1LabelImageRequest
include Google::Apis::Core::Hashable
# Configuration for how human labeling task should be done.
# Corresponds to the JSON property `basicConfig`
# @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1HumanAnnotationConfig]
attr_accessor :basic_config
# Config for image bounding poly (and bounding box) human labeling task.
# Corresponds to the JSON property `boundingPolyConfig`
# @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1BoundingPolyConfig]
attr_accessor :bounding_poly_config
# Required. The type of image labeling task.
# Corresponds to the JSON property `feature`
# @return [String]
attr_accessor :feature
# Config for image classification human labeling task.
# Corresponds to the JSON property `imageClassificationConfig`
# @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1ImageClassificationConfig]
attr_accessor :image_classification_config
# Config for image polyline human labeling task.
# Corresponds to the JSON property `polylineConfig`
# @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1PolylineConfig]
attr_accessor :polyline_config
# Config for image segmentation
# Corresponds to the JSON property `segmentationConfig`
# @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1SegmentationConfig]
attr_accessor :segmentation_config
def initialize(**args)
update!(**args)
end
# Update properties of this object
def update!(**args)
@basic_config = args[:basic_config] if args.key?(:basic_config)
@bounding_poly_config = args[:bounding_poly_config] if args.key?(:bounding_poly_config)
@feature = args[:feature] if args.key?(:feature)
@image_classification_config = args[:image_classification_config] if args.key?(:image_classification_config)
@polyline_config = args[:polyline_config] if args.key?(:polyline_config)
@segmentation_config = args[:segmentation_config] if args.key?(:segmentation_config)
end
end
# Details of a LabelImageSegmentation operation metadata.
class GoogleCloudDatalabelingV1beta1LabelImageSegmentationOperationMetadata
include Google::Apis::Core::Hashable
# Configuration for how human labeling task should be done.
# Corresponds to the JSON property `basicConfig`
# @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1HumanAnnotationConfig]
attr_accessor :basic_config
def initialize(**args)
update!(**args)
end
# Update properties of this object
def update!(**args)
@basic_config = args[:basic_config] if args.key?(:basic_config)
end
end
# Metadata of a labeling operation, such as LabelImage or LabelVideo. Next tag:
# 23
class GoogleCloudDatalabelingV1beta1LabelOperationMetadata
include Google::Apis::Core::Hashable
# Output only. The name of annotated dataset in format "projects/*/datasets/*/
# annotatedDatasets/*".
# Corresponds to the JSON property `annotatedDataset`
# @return [String]
attr_accessor :annotated_dataset
# Output only. Timestamp when labeling request was created.
# Corresponds to the JSON property `createTime`
# @return [String]
attr_accessor :create_time
# Output only. The name of dataset to be labeled. "projects/*/datasets/*"
# Corresponds to the JSON property `dataset`
# @return [String]
attr_accessor :dataset
# Details of a LabelImageBoundingBox operation metadata.
# Corresponds to the JSON property `imageBoundingBoxDetails`
# @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1LabelImageBoundingBoxOperationMetadata]
attr_accessor :image_bounding_box_details
# Details of LabelImageBoundingPoly operation metadata.
# Corresponds to the JSON property `imageBoundingPolyDetails`
# @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1LabelImageBoundingPolyOperationMetadata]
attr_accessor :image_bounding_poly_details
# Metadata of a LabelImageClassification operation.
# Corresponds to the JSON property `imageClassificationDetails`
# @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1LabelImageClassificationOperationMetadata]
attr_accessor :image_classification_details
# Details of a LabelImageOrientedBoundingBox operation metadata.
# Corresponds to the JSON property `imageOrientedBoundingBoxDetails`
# @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1LabelImageOrientedBoundingBoxOperationMetadata]
attr_accessor :image_oriented_bounding_box_details
# Details of LabelImagePolyline operation metadata.
# Corresponds to the JSON property `imagePolylineDetails`
# @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1LabelImagePolylineOperationMetadata]
attr_accessor :image_polyline_details
# Details of a LabelImageSegmentation operation metadata.
# Corresponds to the JSON property `imageSegmentationDetails`
# @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1LabelImageSegmentationOperationMetadata]
attr_accessor :image_segmentation_details
# Output only. Partial failures encountered. E.g. single files that couldn't be
# read. Status details field will contain standard GCP error details.
# Corresponds to the JSON property `partialFailures`
# @return [Array<Google::Apis::DatalabelingV1beta1::GoogleRpcStatus>]
attr_accessor :partial_failures
# Output only. Progress of label operation. Range: [0, 100].
# Corresponds to the JSON property `progressPercent`
# @return [Fixnum]
attr_accessor :progress_percent
# Details of a LabelTextClassification operation metadata.
# Corresponds to the JSON property `textClassificationDetails`
# @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1LabelTextClassificationOperationMetadata]
attr_accessor :text_classification_details
# Details of a LabelTextEntityExtraction operation metadata.
# Corresponds to the JSON property `textEntityExtractionDetails`
# @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1LabelTextEntityExtractionOperationMetadata]
attr_accessor :text_entity_extraction_details
# Details of a LabelVideoClassification operation metadata.
# Corresponds to the JSON property `videoClassificationDetails`
# @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1LabelVideoClassificationOperationMetadata]
attr_accessor :video_classification_details
# Details of a LabelVideoEvent operation metadata.
# Corresponds to the JSON property `videoEventDetails`
# @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1LabelVideoEventOperationMetadata]
attr_accessor :video_event_details
# Details of a LabelVideoObjectDetection operation metadata.
# Corresponds to the JSON property `videoObjectDetectionDetails`
# @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1LabelVideoObjectDetectionOperationMetadata]
attr_accessor :video_object_detection_details
# Details of a LabelVideoObjectTracking operation metadata.
# Corresponds to the JSON property `videoObjectTrackingDetails`
# @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1LabelVideoObjectTrackingOperationMetadata]
attr_accessor :video_object_tracking_details
def initialize(**args)
update!(**args)
end
# Update properties of this object
def update!(**args)
@annotated_dataset = args[:annotated_dataset] if args.key?(:annotated_dataset)
@create_time = args[:create_time] if args.key?(:create_time)
@dataset = args[:dataset] if args.key?(:dataset)
@image_bounding_box_details = args[:image_bounding_box_details] if args.key?(:image_bounding_box_details)
@image_bounding_poly_details = args[:image_bounding_poly_details] if args.key?(:image_bounding_poly_details)
@image_classification_details = args[:image_classification_details] if args.key?(:image_classification_details)
@image_oriented_bounding_box_details = args[:image_oriented_bounding_box_details] if args.key?(:image_oriented_bounding_box_details)
@image_polyline_details = args[:image_polyline_details] if args.key?(:image_polyline_details)
@image_segmentation_details = args[:image_segmentation_details] if args.key?(:image_segmentation_details)
@partial_failures = args[:partial_failures] if args.key?(:partial_failures)
@progress_percent = args[:progress_percent] if args.key?(:progress_percent)
@text_classification_details = args[:text_classification_details] if args.key?(:text_classification_details)
@text_entity_extraction_details = args[:text_entity_extraction_details] if args.key?(:text_entity_extraction_details)
@video_classification_details = args[:video_classification_details] if args.key?(:video_classification_details)
@video_event_details = args[:video_event_details] if args.key?(:video_event_details)
@video_object_detection_details = args[:video_object_detection_details] if args.key?(:video_object_detection_details)
@video_object_tracking_details = args[:video_object_tracking_details] if args.key?(:video_object_tracking_details)
end
end
# Statistics about annotation specs.
class GoogleCloudDatalabelingV1beta1LabelStats
include Google::Apis::Core::Hashable
# 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.
# Corresponds to the JSON property `exampleCount`
# @return [Hash<String,Fixnum>]
attr_accessor :example_count
def initialize(**args)
update!(**args)
end
# Update properties of this object
def update!(**args)
@example_count = args[:example_count] if args.key?(:example_count)
end
end
# Details of a LabelTextClassification operation metadata.
class GoogleCloudDatalabelingV1beta1LabelTextClassificationOperationMetadata
include Google::Apis::Core::Hashable
# Configuration for how human labeling task should be done.
# Corresponds to the JSON property `basicConfig`
# @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1HumanAnnotationConfig]
attr_accessor :basic_config
def initialize(**args)
update!(**args)
end
# Update properties of this object
def update!(**args)
@basic_config = args[:basic_config] if args.key?(:basic_config)
end
end
# Details of a LabelTextEntityExtraction operation metadata.
class GoogleCloudDatalabelingV1beta1LabelTextEntityExtractionOperationMetadata
include Google::Apis::Core::Hashable
# Configuration for how human labeling task should be done.
# Corresponds to the JSON property `basicConfig`
# @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1HumanAnnotationConfig]
attr_accessor :basic_config
def initialize(**args)
update!(**args)
end
# Update properties of this object
def update!(**args)
@basic_config = args[:basic_config] if args.key?(:basic_config)
end
end
# Request message for LabelText.
class GoogleCloudDatalabelingV1beta1LabelTextRequest
include Google::Apis::Core::Hashable
# Configuration for how human labeling task should be done.
# Corresponds to the JSON property `basicConfig`
# @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1HumanAnnotationConfig]
attr_accessor :basic_config
# Required. The type of text labeling task.
# Corresponds to the JSON property `feature`
# @return [String]
attr_accessor :feature
# Config for text classification human labeling task.
# Corresponds to the JSON property `textClassificationConfig`
# @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1TextClassificationConfig]
attr_accessor :text_classification_config
# Config for text entity extraction human labeling task.
# Corresponds to the JSON property `textEntityExtractionConfig`
# @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1TextEntityExtractionConfig]
attr_accessor :text_entity_extraction_config
def initialize(**args)
update!(**args)
end
# Update properties of this object
def update!(**args)
@basic_config = args[:basic_config] if args.key?(:basic_config)
@feature = args[:feature] if args.key?(:feature)
@text_classification_config = args[:text_classification_config] if args.key?(:text_classification_config)
@text_entity_extraction_config = args[:text_entity_extraction_config] if args.key?(:text_entity_extraction_config)
end
end
# Details of a LabelVideoClassification operation metadata.
class GoogleCloudDatalabelingV1beta1LabelVideoClassificationOperationMetadata
include Google::Apis::Core::Hashable
# Configuration for how human labeling task should be done.
# Corresponds to the JSON property `basicConfig`
# @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1HumanAnnotationConfig]
attr_accessor :basic_config
def initialize(**args)
update!(**args)
end
# Update properties of this object
def update!(**args)
@basic_config = args[:basic_config] if args.key?(:basic_config)
end
end
# Details of a LabelVideoEvent operation metadata.
class GoogleCloudDatalabelingV1beta1LabelVideoEventOperationMetadata
include Google::Apis::Core::Hashable
# Configuration for how human labeling task should be done.
# Corresponds to the JSON property `basicConfig`
# @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1HumanAnnotationConfig]
attr_accessor :basic_config
def initialize(**args)
update!(**args)
end
# Update properties of this object
def update!(**args)
@basic_config = args[:basic_config] if args.key?(:basic_config)
end
end
# Details of a LabelVideoObjectDetection operation metadata.
class GoogleCloudDatalabelingV1beta1LabelVideoObjectDetectionOperationMetadata
include Google::Apis::Core::Hashable
# Configuration for how human labeling task should be done.
# Corresponds to the JSON property `basicConfig`
# @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1HumanAnnotationConfig]
attr_accessor :basic_config
def initialize(**args)
update!(**args)
end
# Update properties of this object
def update!(**args)
@basic_config = args[:basic_config] if args.key?(:basic_config)
end
end
# Details of a LabelVideoObjectTracking operation metadata.
class GoogleCloudDatalabelingV1beta1LabelVideoObjectTrackingOperationMetadata
include Google::Apis::Core::Hashable
# Configuration for how human labeling task should be done.
# Corresponds to the JSON property `basicConfig`
# @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1HumanAnnotationConfig]
attr_accessor :basic_config
def initialize(**args)
update!(**args)
end
# Update properties of this object
def update!(**args)
@basic_config = args[:basic_config] if args.key?(:basic_config)
end
end
# Request message for LabelVideo.
class GoogleCloudDatalabelingV1beta1LabelVideoRequest
include Google::Apis::Core::Hashable
# Configuration for how human labeling task should be done.
# Corresponds to the JSON property `basicConfig`
# @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1HumanAnnotationConfig]
attr_accessor :basic_config
# Config for video event human labeling task.
# Corresponds to the JSON property `eventConfig`
# @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1EventConfig]
attr_accessor :event_config
# Required. The type of video labeling task.
# Corresponds to the JSON property `feature`
# @return [String]
attr_accessor :feature
# 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.
# Corresponds to the JSON property `objectDetectionConfig`
# @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1ObjectDetectionConfig]
attr_accessor :object_detection_config
# Config for video object tracking human labeling task.
# Corresponds to the JSON property `objectTrackingConfig`
# @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1ObjectTrackingConfig]
attr_accessor :object_tracking_config
# 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.
# Corresponds to the JSON property `videoClassificationConfig`
# @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1VideoClassificationConfig]
attr_accessor :video_classification_config
def initialize(**args)
update!(**args)
end
# Update properties of this object
def update!(**args)
@basic_config = args[:basic_config] if args.key?(:basic_config)
@event_config = args[:event_config] if args.key?(:event_config)
@feature = args[:feature] if args.key?(:feature)
@object_detection_config = args[:object_detection_config] if args.key?(:object_detection_config)
@object_tracking_config = args[:object_tracking_config] if args.key?(:object_tracking_config)
@video_classification_config = args[:video_classification_config] if args.key?(:video_classification_config)
end
end
# Results of listing annotated datasets for a dataset.
class GoogleCloudDatalabelingV1beta1ListAnnotatedDatasetsResponse
include Google::Apis::Core::Hashable
# The list of annotated datasets to return.
# Corresponds to the JSON property `annotatedDatasets`
# @return [Array<Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1AnnotatedDataset>]
attr_accessor :annotated_datasets
# A token to retrieve next page of results.
# Corresponds to the JSON property `nextPageToken`
# @return [String]
attr_accessor :next_page_token
def initialize(**args)
update!(**args)
end
# Update properties of this object
def update!(**args)
@annotated_datasets = args[:annotated_datasets] if args.key?(:annotated_datasets)
@next_page_token = args[:next_page_token] if args.key?(:next_page_token)
end
end
# Results of listing annotation spec set under a project.
class GoogleCloudDatalabelingV1beta1ListAnnotationSpecSetsResponse
include Google::Apis::Core::Hashable
# The list of annotation spec sets.
# Corresponds to the JSON property `annotationSpecSets`
# @return [Array<Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1AnnotationSpecSet>]
attr_accessor :annotation_spec_sets
# A token to retrieve next page of results.
# Corresponds to the JSON property `nextPageToken`
# @return [String]
attr_accessor :next_page_token
def initialize(**args)
update!(**args)
end
# Update properties of this object
def update!(**args)
@annotation_spec_sets = args[:annotation_spec_sets] if args.key?(:annotation_spec_sets)
@next_page_token = args[:next_page_token] if args.key?(:next_page_token)
end
end
# Results of listing data items in a dataset.
class GoogleCloudDatalabelingV1beta1ListDataItemsResponse
include Google::Apis::Core::Hashable
# The list of data items to return.
# Corresponds to the JSON property `dataItems`
# @return [Array<Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1DataItem>]
attr_accessor :data_items
# A token to retrieve next page of results.
# Corresponds to the JSON property `nextPageToken`
# @return [String]
attr_accessor :next_page_token
def initialize(**args)
update!(**args)
end
# Update properties of this object
def update!(**args)
@data_items = args[:data_items] if args.key?(:data_items)
@next_page_token = args[:next_page_token] if args.key?(:next_page_token)
end
end
# Results of listing datasets within a project.
class GoogleCloudDatalabelingV1beta1ListDatasetsResponse
include Google::Apis::Core::Hashable
# The list of datasets to return.
# Corresponds to the JSON property `datasets`
# @return [Array<Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1Dataset>]
attr_accessor :datasets
# A token to retrieve next page of results.
# Corresponds to the JSON property `nextPageToken`
# @return [String]
attr_accessor :next_page_token
def initialize(**args)
update!(**args)
end
# Update properties of this object
def update!(**args)
@datasets = args[:datasets] if args.key?(:datasets)
@next_page_token = args[:next_page_token] if args.key?(:next_page_token)
end
end
# Results for listing evaluation jobs.
class GoogleCloudDatalabelingV1beta1ListEvaluationJobsResponse
include Google::Apis::Core::Hashable
# The list of evaluation jobs to return.
# Corresponds to the JSON property `evaluationJobs`
# @return [Array<Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1EvaluationJob>]
attr_accessor :evaluation_jobs
# A token to retrieve next page of results.
# Corresponds to the JSON property `nextPageToken`
# @return [String]
attr_accessor :next_page_token
def initialize(**args)
update!(**args)
end
# Update properties of this object
def update!(**args)
@evaluation_jobs = args[:evaluation_jobs] if args.key?(:evaluation_jobs)
@next_page_token = args[:next_page_token] if args.key?(:next_page_token)
end
end
# Results of listing Examples in and annotated dataset.
class GoogleCloudDatalabelingV1beta1ListExamplesResponse
include Google::Apis::Core::Hashable
# The list of examples to return.
# Corresponds to the JSON property `examples`
# @return [Array<Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1Example>]
attr_accessor :examples
# A token to retrieve next page of results.
# Corresponds to the JSON property `nextPageToken`
# @return [String]
attr_accessor :next_page_token
def initialize(**args)
update!(**args)
end
# Update properties of this object
def update!(**args)
@examples = args[:examples] if args.key?(:examples)
@next_page_token = args[:next_page_token] if args.key?(:next_page_token)
end
end
# Results for listing FeedbackMessages.
class GoogleCloudDatalabelingV1beta1ListFeedbackMessagesResponse
include Google::Apis::Core::Hashable
# The list of feedback messages to return.
# Corresponds to the JSON property `feedbackMessages`
# @return [Array<Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1FeedbackMessage>]
attr_accessor :feedback_messages
# A token to retrieve next page of results.
# Corresponds to the JSON property `nextPageToken`
# @return [String]
attr_accessor :next_page_token
def initialize(**args)
update!(**args)
end
# Update properties of this object
def update!(**args)
@feedback_messages = args[:feedback_messages] if args.key?(:feedback_messages)
@next_page_token = args[:next_page_token] if args.key?(:next_page_token)
end
end
# Results for listing FeedbackThreads.
class GoogleCloudDatalabelingV1beta1ListFeedbackThreadsResponse
include Google::Apis::Core::Hashable
# The list of feedback threads to return.
# Corresponds to the JSON property `feedbackThreads`
# @return [Array<Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1FeedbackThread>]
attr_accessor :feedback_threads
# A token to retrieve next page of results.
# Corresponds to the JSON property `nextPageToken`
# @return [String]
attr_accessor :next_page_token
def initialize(**args)
update!(**args)
end
# Update properties of this object
def update!(**args)
@feedback_threads = args[:feedback_threads] if args.key?(:feedback_threads)
@next_page_token = args[:next_page_token] if args.key?(:next_page_token)
end
end
# Results of listing instructions under a project.
class GoogleCloudDatalabelingV1beta1ListInstructionsResponse
include Google::Apis::Core::Hashable
# The list of Instructions to return.
# Corresponds to the JSON property `instructions`
# @return [Array<Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1Instruction>]
attr_accessor :instructions
# A token to retrieve next page of results.
# Corresponds to the JSON property `nextPageToken`
# @return [String]
attr_accessor :next_page_token
def initialize(**args)
update!(**args)
end
# Update properties of this object
def update!(**args)
@instructions = args[:instructions] if args.key?(:instructions)
@next_page_token = args[:next_page_token] if args.key?(:next_page_token)
end
end
# Normalized bounding polygon.
class GoogleCloudDatalabelingV1beta1NormalizedBoundingPoly
include Google::Apis::Core::Hashable
# The bounding polygon normalized vertices.
# Corresponds to the JSON property `normalizedVertices`
# @return [Array<Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1NormalizedVertex>]
attr_accessor :normalized_vertices
def initialize(**args)
update!(**args)
end
# Update properties of this object
def update!(**args)
@normalized_vertices = args[:normalized_vertices] if args.key?(:normalized_vertices)
end
end
# Normalized polyline.
class GoogleCloudDatalabelingV1beta1NormalizedPolyline
include Google::Apis::Core::Hashable
# The normalized polyline vertices.
# Corresponds to the JSON property `normalizedVertices`
# @return [Array<Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1NormalizedVertex>]
attr_accessor :normalized_vertices
def initialize(**args)
update!(**args)
end
# Update properties of this object
def update!(**args)
@normalized_vertices = args[:normalized_vertices] if args.key?(:normalized_vertices)
end
end
# 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.
class GoogleCloudDatalabelingV1beta1NormalizedVertex
include Google::Apis::Core::Hashable
# X coordinate.
# Corresponds to the JSON property `x`
# @return [Float]
attr_accessor :x
# Y coordinate.
# Corresponds to the JSON property `y`
# @return [Float]
attr_accessor :y
def initialize(**args)
update!(**args)
end
# Update properties of this object
def update!(**args)
@x = args[:x] if args.key?(:x)
@y = args[:y] if args.key?(:y)
end
end
# 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.
class GoogleCloudDatalabelingV1beta1ObjectDetectionConfig
include Google::Apis::Core::Hashable
# Required. Annotation spec set resource name.
# Corresponds to the JSON property `annotationSpecSet`
# @return [String]
attr_accessor :annotation_spec_set
# Required. Number of frames per second to be extracted from the video.
# Corresponds to the JSON property `extractionFrameRate`
# @return [Float]
attr_accessor :extraction_frame_rate
def initialize(**args)
update!(**args)
end
# Update properties of this object
def update!(**args)
@annotation_spec_set = args[:annotation_spec_set] if args.key?(:annotation_spec_set)
@extraction_frame_rate = args[:extraction_frame_rate] if args.key?(:extraction_frame_rate)
end
end
# Metrics calculated for an image object detection (bounding box) model.
class GoogleCloudDatalabelingV1beta1ObjectDetectionMetrics
include Google::Apis::Core::Hashable
# Precision-recall curve.
# Corresponds to the JSON property `prCurve`
# @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1PrCurve]
attr_accessor :pr_curve
def initialize(**args)
update!(**args)
end
# Update properties of this object
def update!(**args)
@pr_curve = args[:pr_curve] if args.key?(:pr_curve)
end
end
# Config for video object tracking human labeling task.
class GoogleCloudDatalabelingV1beta1ObjectTrackingConfig
include Google::Apis::Core::Hashable
# Required. Annotation spec set resource name.
# Corresponds to the JSON property `annotationSpecSet`
# @return [String]
attr_accessor :annotation_spec_set
# Videos will be cut to smaller clips to make it easier for labelers to work on.
# Users can configure is field in seconds, if not set, default value is 20s.
# Corresponds to the JSON property `clipLength`
# @return [Fixnum]
attr_accessor :clip_length
# The overlap length between different video clips. Users can configure is field
# in seconds, if not set, default value is 0.3s.
# Corresponds to the JSON property `overlapLength`
# @return [Fixnum]
attr_accessor :overlap_length
def initialize(**args)
update!(**args)
end
# Update properties of this object
def update!(**args)
@annotation_spec_set = args[:annotation_spec_set] if args.key?(:annotation_spec_set)
@clip_length = args[:clip_length] if args.key?(:clip_length)
@overlap_length = args[:overlap_length] if args.key?(:overlap_length)
end
end
# Video frame level annotation for object detection and tracking.
class GoogleCloudDatalabelingV1beta1ObjectTrackingFrame
include Google::Apis::Core::Hashable
# A bounding polygon in the image.
# Corresponds to the JSON property `boundingPoly`
# @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1BoundingPoly]
attr_accessor :bounding_poly
# Normalized bounding polygon.
# Corresponds to the JSON property `normalizedBoundingPoly`
# @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1NormalizedBoundingPoly]
attr_accessor :normalized_bounding_poly
# The time offset of this frame relative to the beginning of the video.
# Corresponds to the JSON property `timeOffset`
# @return [String]
attr_accessor :time_offset
def initialize(**args)
update!(**args)
end
# Update properties of this object
def update!(**args)
@bounding_poly = args[:bounding_poly] if args.key?(:bounding_poly)
@normalized_bounding_poly = args[:normalized_bounding_poly] if args.key?(:normalized_bounding_poly)
@time_offset = args[:time_offset] if args.key?(:time_offset)
end
end
# Metadata describing the feedback from the operator.
class GoogleCloudDatalabelingV1beta1OperatorFeedbackMetadata
include Google::Apis::Core::Hashable
def initialize(**args)
update!(**args)
end
# Update properties of this object
def update!(**args)
end
end
# General information useful for labels coming from contributors.
class GoogleCloudDatalabelingV1beta1OperatorMetadata
include Google::Apis::Core::Hashable
# Comments from contributors.
# Corresponds to the JSON property `comments`
# @return [Array<String>]
attr_accessor :comments
# The total number of contributors that choose this label.
# Corresponds to the JSON property `labelVotes`
# @return [Fixnum]
attr_accessor :label_votes
# 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).
# Corresponds to the JSON property `score`
# @return [Float]
attr_accessor :score
# The total number of contributors that answer this question.
# Corresponds to the JSON property `totalVotes`
# @return [Fixnum]
attr_accessor :total_votes
def initialize(**args)
update!(**args)
end
# Update properties of this object
def update!(**args)
@comments = args[:comments] if args.key?(:comments)
@label_votes = args[:label_votes] if args.key?(:label_votes)
@score = args[:score] if args.key?(:score)
@total_votes = args[:total_votes] if args.key?(:total_votes)
end
end
# The configuration of output data.
class GoogleCloudDatalabelingV1beta1OutputConfig
include Google::Apis::Core::Hashable
# Export destination of the data.Only gcs path is allowed in output_uri.
# Corresponds to the JSON property `gcsDestination`
# @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1GcsDestination]
attr_accessor :gcs_destination
# Export folder destination of the data.
# Corresponds to the JSON property `gcsFolderDestination`
# @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1GcsFolderDestination]
attr_accessor :gcs_folder_destination
def initialize(**args)
update!(**args)
end
# Update properties of this object
def update!(**args)
@gcs_destination = args[:gcs_destination] if args.key?(:gcs_destination)
@gcs_folder_destination = args[:gcs_folder_destination] if args.key?(:gcs_folder_destination)
end
end
# Request message for PauseEvaluationJob.
class GoogleCloudDatalabelingV1beta1PauseEvaluationJobRequest
include Google::Apis::Core::Hashable
def initialize(**args)
update!(**args)
end
# Update properties of this object
def update!(**args)
end
end
# Instruction from a PDF file.
class GoogleCloudDatalabelingV1beta1PdfInstruction
include Google::Apis::Core::Hashable
# PDF file for the instruction. Only gcs path is allowed.
# Corresponds to the JSON property `gcsFileUri`
# @return [String]
attr_accessor :gcs_file_uri
def initialize(**args)
update!(**args)
end
# Update properties of this object
def update!(**args)
@gcs_file_uri = args[:gcs_file_uri] if args.key?(:gcs_file_uri)
end
end
# A line with multiple line segments.
class GoogleCloudDatalabelingV1beta1Polyline
include Google::Apis::Core::Hashable
# The polyline vertices.
# Corresponds to the JSON property `vertices`
# @return [Array<Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1Vertex>]
attr_accessor :vertices
def initialize(**args)
update!(**args)
end
# Update properties of this object
def update!(**args)
@vertices = args[:vertices] if args.key?(:vertices)
end
end
# Config for image polyline human labeling task.
class GoogleCloudDatalabelingV1beta1PolylineConfig
include Google::Apis::Core::Hashable
# Required. Annotation spec set resource name.
# Corresponds to the JSON property `annotationSpecSet`
# @return [String]
attr_accessor :annotation_spec_set
# Optional. Instruction message showed on contributors UI.
# Corresponds to the JSON property `instructionMessage`
# @return [String]
attr_accessor :instruction_message
def initialize(**args)
update!(**args)
end
# Update properties of this object
def update!(**args)
@annotation_spec_set = args[:annotation_spec_set] if args.key?(:annotation_spec_set)
@instruction_message = args[:instruction_message] if args.key?(:instruction_message)
end
end
#
class GoogleCloudDatalabelingV1beta1PrCurve
include Google::Apis::Core::Hashable
# 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`.
# Corresponds to the JSON property `annotationSpec`
# @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1AnnotationSpec]
attr_accessor :annotation_spec
# Area under the precision-recall curve. Not to be confused with area under a
# receiver operating characteristic (ROC) curve.
# Corresponds to the JSON property `areaUnderCurve`
# @return [Float]
attr_accessor :area_under_curve
# Entries that make up the precision-recall graph. Each entry is a "point" on
# the graph drawn for a different `confidence_threshold`.
# Corresponds to the JSON property `confidenceMetricsEntries`
# @return [Array<Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1ConfidenceMetricsEntry>]
attr_accessor :confidence_metrics_entries
# Mean average prcision of this curve.
# Corresponds to the JSON property `meanAveragePrecision`
# @return [Float]
attr_accessor :mean_average_precision
def initialize(**args)
update!(**args)
end
# Update properties of this object
def update!(**args)
@annotation_spec = args[:annotation_spec] if args.key?(:annotation_spec)
@area_under_curve = args[:area_under_curve] if args.key?(:area_under_curve)
@confidence_metrics_entries = args[:confidence_metrics_entries] if args.key?(:confidence_metrics_entries)
@mean_average_precision = args[:mean_average_precision] if args.key?(:mean_average_precision)
end
end
# Metadata describing the feedback from the labeling task requester.
class GoogleCloudDatalabelingV1beta1RequesterFeedbackMetadata
include Google::Apis::Core::Hashable
def initialize(**args)
update!(**args)
end
# Update properties of this object
def update!(**args)
end
end
# Request message ResumeEvaluationJob.
class GoogleCloudDatalabelingV1beta1ResumeEvaluationJobRequest
include Google::Apis::Core::Hashable
def initialize(**args)
update!(**args)
end
# Update properties of this object
def update!(**args)
end
end
# A row in the confusion matrix. Each entry in this row has the same ground
# truth label.
class GoogleCloudDatalabelingV1beta1Row
include Google::Apis::Core::Hashable
# 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`.
# Corresponds to the JSON property `annotationSpec`
# @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1AnnotationSpec]
attr_accessor :annotation_spec
# A list of the confusion matrix entries. One entry for each possible predicted
# label.
# Corresponds to the JSON property `entries`
# @return [Array<Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1ConfusionMatrixEntry>]
attr_accessor :entries
def initialize(**args)
update!(**args)
end
# Update properties of this object
def update!(**args)
@annotation_spec = args[:annotation_spec] if args.key?(:annotation_spec)
@entries = args[:entries] if args.key?(:entries)
end
end
# Results of searching evaluations.
class GoogleCloudDatalabelingV1beta1SearchEvaluationsResponse
include Google::Apis::Core::Hashable
# The list of evaluations matching the search.
# Corresponds to the JSON property `evaluations`
# @return [Array<Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1Evaluation>]
attr_accessor :evaluations
# A token to retrieve next page of results.
# Corresponds to the JSON property `nextPageToken`
# @return [String]
attr_accessor :next_page_token
def initialize(**args)
update!(**args)
end
# Update properties of this object
def update!(**args)
@evaluations = args[:evaluations] if args.key?(:evaluations)
@next_page_token = args[:next_page_token] if args.key?(:next_page_token)
end
end
# Request message of SearchExampleComparisons.
class GoogleCloudDatalabelingV1beta1SearchExampleComparisonsRequest
include Google::Apis::Core::Hashable
# Optional. Requested page size. Server may return fewer results than requested.
# Default value is 100.
# Corresponds to the JSON property `pageSize`
# @return [Fixnum]
attr_accessor :page_size
# Optional. A token identifying a page of results for the server to return.
# Typically obtained by the nextPageToken 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.
# Corresponds to the JSON property `pageToken`
# @return [String]
attr_accessor :page_token
def initialize(**args)
update!(**args)
end
# Update properties of this object
def update!(**args)
@page_size = args[:page_size] if args.key?(:page_size)
@page_token = args[:page_token] if args.key?(:page_token)
end
end
# Results of searching example comparisons.
class GoogleCloudDatalabelingV1beta1SearchExampleComparisonsResponse
include Google::Apis::Core::Hashable
# A list of example comparisons matching the search criteria.
# Corresponds to the JSON property `exampleComparisons`
# @return [Array<Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1ExampleComparison>]
attr_accessor :example_comparisons
# A token to retrieve next page of results.
# Corresponds to the JSON property `nextPageToken`
# @return [String]
attr_accessor :next_page_token
def initialize(**args)
update!(**args)
end
# Update properties of this object
def update!(**args)
@example_comparisons = args[:example_comparisons] if args.key?(:example_comparisons)
@next_page_token = args[:next_page_token] if args.key?(:next_page_token)
end
end
# Config for image segmentation
class GoogleCloudDatalabelingV1beta1SegmentationConfig
include Google::Apis::Core::Hashable
# Required. Annotation spec set resource name. format: projects/`project_id`/
# annotationSpecSets/`annotation_spec_set_id`
# Corresponds to the JSON property `annotationSpecSet`
# @return [String]
attr_accessor :annotation_spec_set
# Instruction message showed on labelers UI.
# Corresponds to the JSON property `instructionMessage`
# @return [String]
attr_accessor :instruction_message
def initialize(**args)
update!(**args)
end
# Update properties of this object
def update!(**args)
@annotation_spec_set = args[:annotation_spec_set] if args.key?(:annotation_spec_set)
@instruction_message = args[:instruction_message] if args.key?(:instruction_message)
end
end
# Config for setting up sentiments.
class GoogleCloudDatalabelingV1beta1SentimentConfig
include Google::Apis::Core::Hashable
# 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.
# Corresponds to the JSON property `enableLabelSentimentSelection`
# @return [Boolean]
attr_accessor :enable_label_sentiment_selection
alias_method :enable_label_sentiment_selection?, :enable_label_sentiment_selection
def initialize(**args)
update!(**args)
end
# Update properties of this object
def update!(**args)
@enable_label_sentiment_selection = args[:enable_label_sentiment_selection] if args.key?(:enable_label_sentiment_selection)
end
end
# Start and end position in a sequence (e.g. text segment).
class GoogleCloudDatalabelingV1beta1SequentialSegment
include Google::Apis::Core::Hashable
# End position (exclusive).
# Corresponds to the JSON property `end`
# @return [Fixnum]
attr_accessor :end
# Start position (inclusive).
# Corresponds to the JSON property `start`
# @return [Fixnum]
attr_accessor :start
def initialize(**args)
update!(**args)
end
# Update properties of this object
def update!(**args)
@end = args[:end] if args.key?(:end)
@start = args[:start] if args.key?(:start)
end
end
# Text classification annotation.
class GoogleCloudDatalabelingV1beta1TextClassificationAnnotation
include Google::Apis::Core::Hashable
# 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`.
# Corresponds to the JSON property `annotationSpec`
# @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1AnnotationSpec]
attr_accessor :annotation_spec
def initialize(**args)
update!(**args)
end
# Update properties of this object
def update!(**args)
@annotation_spec = args[:annotation_spec] if args.key?(:annotation_spec)
end
end
# Config for text classification human labeling task.
class GoogleCloudDatalabelingV1beta1TextClassificationConfig
include Google::Apis::Core::Hashable
# Optional. If allow_multi_label is true, contributors are able to choose
# multiple labels for one text segment.
# Corresponds to the JSON property `allowMultiLabel`
# @return [Boolean]
attr_accessor :allow_multi_label
alias_method :allow_multi_label?, :allow_multi_label
# Required. Annotation spec set resource name.
# Corresponds to the JSON property `annotationSpecSet`
# @return [String]
attr_accessor :annotation_spec_set
# Config for setting up sentiments.
# Corresponds to the JSON property `sentimentConfig`
# @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1SentimentConfig]
attr_accessor :sentiment_config
def initialize(**args)
update!(**args)
end
# Update properties of this object
def update!(**args)
@allow_multi_label = args[:allow_multi_label] if args.key?(:allow_multi_label)
@annotation_spec_set = args[:annotation_spec_set] if args.key?(:annotation_spec_set)
@sentiment_config = args[:sentiment_config] if args.key?(:sentiment_config)
end
end
# Text entity extraction annotation.
class GoogleCloudDatalabelingV1beta1TextEntityExtractionAnnotation
include Google::Apis::Core::Hashable
# 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`.
# Corresponds to the JSON property `annotationSpec`
# @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1AnnotationSpec]
attr_accessor :annotation_spec
# Start and end position in a sequence (e.g. text segment).
# Corresponds to the JSON property `sequentialSegment`
# @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1SequentialSegment]
attr_accessor :sequential_segment
def initialize(**args)
update!(**args)
end
# Update properties of this object
def update!(**args)
@annotation_spec = args[:annotation_spec] if args.key?(:annotation_spec)
@sequential_segment = args[:sequential_segment] if args.key?(:sequential_segment)
end
end
# Config for text entity extraction human labeling task.
class GoogleCloudDatalabelingV1beta1TextEntityExtractionConfig
include Google::Apis::Core::Hashable
# Required. Annotation spec set resource name.
# Corresponds to the JSON property `annotationSpecSet`
# @return [String]
attr_accessor :annotation_spec_set
def initialize(**args)
update!(**args)
end
# Update properties of this object
def update!(**args)
@annotation_spec_set = args[:annotation_spec_set] if args.key?(:annotation_spec_set)
end
end
# Metadata for the text.
class GoogleCloudDatalabelingV1beta1TextMetadata
include Google::Apis::Core::Hashable
# The language of this text, as a [BCP-47](https://www.rfc-editor.org/rfc/bcp/
# bcp47.txt). Default value is en-US.
# Corresponds to the JSON property `languageCode`
# @return [String]
attr_accessor :language_code
def initialize(**args)
update!(**args)
end
# Update properties of this object
def update!(**args)
@language_code = args[:language_code] if args.key?(:language_code)
end
end
# Container of information about a piece of text.
class GoogleCloudDatalabelingV1beta1TextPayload
include Google::Apis::Core::Hashable
# Text content.
# Corresponds to the JSON property `textContent`
# @return [String]
attr_accessor :text_content
def initialize(**args)
update!(**args)
end
# Update properties of this object
def update!(**args)
@text_content = args[:text_content] if args.key?(:text_content)
end
end
# A time period inside of an example that has a time dimension (e.g. video).
class GoogleCloudDatalabelingV1beta1TimeSegment
include Google::Apis::Core::Hashable
# End of the time segment (exclusive), represented as the duration since the
# example start.
# Corresponds to the JSON property `endTimeOffset`
# @return [String]
attr_accessor :end_time_offset
# Start of the time segment (inclusive), represented as the duration since the
# example start.
# Corresponds to the JSON property `startTimeOffset`
# @return [String]
attr_accessor :start_time_offset
def initialize(**args)
update!(**args)
end
# Update properties of this object
def update!(**args)
@end_time_offset = args[:end_time_offset] if args.key?(:end_time_offset)
@start_time_offset = args[:start_time_offset] if args.key?(:start_time_offset)
end
end
# A vertex represents a 2D point in the image. NOTE: the vertex coordinates are
# in the same scale as the original image.
class GoogleCloudDatalabelingV1beta1Vertex
include Google::Apis::Core::Hashable
# X coordinate.
# Corresponds to the JSON property `x`
# @return [Fixnum]
attr_accessor :x
# Y coordinate.
# Corresponds to the JSON property `y`
# @return [Fixnum]
attr_accessor :y
def initialize(**args)
update!(**args)
end
# Update properties of this object
def update!(**args)
@x = args[:x] if args.key?(:x)
@y = args[:y] if args.key?(:y)
end
end
# Video classification annotation.
class GoogleCloudDatalabelingV1beta1VideoClassificationAnnotation
include Google::Apis::Core::Hashable
# 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`.
# Corresponds to the JSON property `annotationSpec`
# @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1AnnotationSpec]
attr_accessor :annotation_spec
# A time period inside of an example that has a time dimension (e.g. video).
# Corresponds to the JSON property `timeSegment`
# @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1TimeSegment]
attr_accessor :time_segment
def initialize(**args)
update!(**args)
end
# Update properties of this object
def update!(**args)
@annotation_spec = args[:annotation_spec] if args.key?(:annotation_spec)
@time_segment = args[:time_segment] if args.key?(:time_segment)
end
end
# 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.
class GoogleCloudDatalabelingV1beta1VideoClassificationConfig
include Google::Apis::Core::Hashable
# 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.
# Corresponds to the JSON property `annotationSpecSetConfigs`
# @return [Array<Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1AnnotationSpecSetConfig>]
attr_accessor :annotation_spec_set_configs
# Optional. Option to apply shot detection on the video.
# Corresponds to the JSON property `applyShotDetection`
# @return [Boolean]
attr_accessor :apply_shot_detection
alias_method :apply_shot_detection?, :apply_shot_detection
def initialize(**args)
update!(**args)
end
# Update properties of this object
def update!(**args)
@annotation_spec_set_configs = args[:annotation_spec_set_configs] if args.key?(:annotation_spec_set_configs)
@apply_shot_detection = args[:apply_shot_detection] if args.key?(:apply_shot_detection)
end
end
# Video event annotation.
class GoogleCloudDatalabelingV1beta1VideoEventAnnotation
include Google::Apis::Core::Hashable
# 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`.
# Corresponds to the JSON property `annotationSpec`
# @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1AnnotationSpec]
attr_accessor :annotation_spec
# A time period inside of an example that has a time dimension (e.g. video).
# Corresponds to the JSON property `timeSegment`
# @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1TimeSegment]
attr_accessor :time_segment
def initialize(**args)
update!(**args)
end
# Update properties of this object
def update!(**args)
@annotation_spec = args[:annotation_spec] if args.key?(:annotation_spec)
@time_segment = args[:time_segment] if args.key?(:time_segment)
end
end
# Video object tracking annotation.
class GoogleCloudDatalabelingV1beta1VideoObjectTrackingAnnotation
include Google::Apis::Core::Hashable
# 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`.
# Corresponds to the JSON property `annotationSpec`
# @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1AnnotationSpec]
attr_accessor :annotation_spec
# The list of frames where this object track appears.
# Corresponds to the JSON property `objectTrackingFrames`
# @return [Array<Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1ObjectTrackingFrame>]
attr_accessor :object_tracking_frames
# A time period inside of an example that has a time dimension (e.g. video).
# Corresponds to the JSON property `timeSegment`
# @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1TimeSegment]
attr_accessor :time_segment
def initialize(**args)
update!(**args)
end
# Update properties of this object
def update!(**args)
@annotation_spec = args[:annotation_spec] if args.key?(:annotation_spec)
@object_tracking_frames = args[:object_tracking_frames] if args.key?(:object_tracking_frames)
@time_segment = args[:time_segment] if args.key?(:time_segment)
end
end
# Container of information of a video.
class GoogleCloudDatalabelingV1beta1VideoPayload
include Google::Apis::Core::Hashable
# FPS of the video.
# Corresponds to the JSON property `frameRate`
# @return [Float]
attr_accessor :frame_rate
# Video format.
# Corresponds to the JSON property `mimeType`
# @return [String]
attr_accessor :mime_type
# Signed uri of the video file in the service bucket.
# Corresponds to the JSON property `signedUri`
# @return [String]
attr_accessor :signed_uri
# The list of video thumbnails.
# Corresponds to the JSON property `videoThumbnails`
# @return [Array<Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1VideoThumbnail>]
attr_accessor :video_thumbnails
# Video uri from the user bucket.
# Corresponds to the JSON property `videoUri`
# @return [String]
attr_accessor :video_uri
def initialize(**args)
update!(**args)
end
# Update properties of this object
def update!(**args)
@frame_rate = args[:frame_rate] if args.key?(:frame_rate)
@mime_type = args[:mime_type] if args.key?(:mime_type)
@signed_uri = args[:signed_uri] if args.key?(:signed_uri)
@video_thumbnails = args[:video_thumbnails] if args.key?(:video_thumbnails)
@video_uri = args[:video_uri] if args.key?(:video_uri)
end
end
# Container of information of a video thumbnail.
class GoogleCloudDatalabelingV1beta1VideoThumbnail
include Google::Apis::Core::Hashable
# A byte string of the video frame.
# Corresponds to the JSON property `thumbnail`
# NOTE: Values are automatically base64 encoded/decoded in the client library.
# @return [String]
attr_accessor :thumbnail
# Time offset relative to the beginning of the video, corresponding to the video
# frame where the thumbnail has been extracted from.
# Corresponds to the JSON property `timeOffset`
# @return [String]
attr_accessor :time_offset
def initialize(**args)
update!(**args)
end
# Update properties of this object
def update!(**args)
@thumbnail = args[:thumbnail] if args.key?(:thumbnail)
@time_offset = args[:time_offset] if args.key?(:time_offset)
end
end
# Metadata of a CreateInstruction operation.
class GoogleCloudDatalabelingV1p1alpha1CreateInstructionMetadata
include Google::Apis::Core::Hashable
# Timestamp when create instruction request was created.
# Corresponds to the JSON property `createTime`
# @return [String]
attr_accessor :create_time
# The name of the created Instruction. projects/`project_id`/instructions/`
# instruction_id`
# Corresponds to the JSON property `instruction`
# @return [String]
attr_accessor :instruction
# Partial failures encountered. E.g. single files that couldn't be read. Status
# details field will contain standard GCP error details.
# Corresponds to the JSON property `partialFailures`
# @return [Array<Google::Apis::DatalabelingV1beta1::GoogleRpcStatus>]
attr_accessor :partial_failures
def initialize(**args)
update!(**args)
end
# Update properties of this object
def update!(**args)
@create_time = args[:create_time] if args.key?(:create_time)
@instruction = args[:instruction] if args.key?(:instruction)
@partial_failures = args[:partial_failures] if args.key?(:partial_failures)
end
end
# Metadata of an ExportData operation.
class GoogleCloudDatalabelingV1p1alpha1ExportDataOperationMetadata
include Google::Apis::Core::Hashable
# Output only. The name of annotated dataset in format "projects/*/datasets/*/
# annotatedDatasets/*".
# Corresponds to the JSON property `annotatedDataset`
# @return [String]
attr_accessor :annotated_dataset
# Output only. Timestamp when export dataset request was created.
# Corresponds to the JSON property `createTime`
# @return [String]
attr_accessor :create_time
# Output only. The name of dataset to be exported. "projects/*/datasets/*"
# Corresponds to the JSON property `dataset`
# @return [String]
attr_accessor :dataset
# Output only. Partial failures encountered. E.g. single files that couldn't be
# read. Status details field will contain standard GCP error details.
# Corresponds to the JSON property `partialFailures`
# @return [Array<Google::Apis::DatalabelingV1beta1::GoogleRpcStatus>]
attr_accessor :partial_failures
def initialize(**args)
update!(**args)
end
# Update properties of this object
def update!(**args)
@annotated_dataset = args[:annotated_dataset] if args.key?(:annotated_dataset)
@create_time = args[:create_time] if args.key?(:create_time)
@dataset = args[:dataset] if args.key?(:dataset)
@partial_failures = args[:partial_failures] if args.key?(:partial_failures)
end
end
# Response used for ExportDataset longrunning operation.
class GoogleCloudDatalabelingV1p1alpha1ExportDataOperationResponse
include Google::Apis::Core::Hashable
# Output only. The name of annotated dataset in format "projects/*/datasets/*/
# annotatedDatasets/*".
# Corresponds to the JSON property `annotatedDataset`
# @return [String]
attr_accessor :annotated_dataset
# Ouptut only. The name of dataset. "projects/*/datasets/*"
# Corresponds to the JSON property `dataset`
# @return [String]
attr_accessor :dataset
# Output only. Number of examples exported successfully.
# Corresponds to the JSON property `exportCount`
# @return [Fixnum]
attr_accessor :export_count
# Statistics about annotation specs.
# Corresponds to the JSON property `labelStats`
# @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1p1alpha1LabelStats]
attr_accessor :label_stats
# The configuration of output data.
# Corresponds to the JSON property `outputConfig`
# @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1p1alpha1OutputConfig]
attr_accessor :output_config
# Output only. Total number of examples requested to export
# Corresponds to the JSON property `totalCount`
# @return [Fixnum]
attr_accessor :total_count
def initialize(**args)
update!(**args)
end
# Update properties of this object
def update!(**args)
@annotated_dataset = args[:annotated_dataset] if args.key?(:annotated_dataset)
@dataset = args[:dataset] if args.key?(:dataset)
@export_count = args[:export_count] if args.key?(:export_count)
@label_stats = args[:label_stats] if args.key?(:label_stats)
@output_config = args[:output_config] if args.key?(:output_config)
@total_count = args[:total_count] if args.key?(:total_count)
end
end
# Export destination of the data.Only gcs path is allowed in output_uri.
class GoogleCloudDatalabelingV1p1alpha1GcsDestination
include Google::Apis::Core::Hashable
# Required. The format of the gcs destination. Only "text/csv" and "application/
# json" are supported.
# Corresponds to the JSON property `mimeType`
# @return [String]
attr_accessor :mime_type
# Required. The output uri of destination file.
# Corresponds to the JSON property `outputUri`
# @return [String]
attr_accessor :output_uri
def initialize(**args)
update!(**args)
end
# Update properties of this object
def update!(**args)
@mime_type = args[:mime_type] if args.key?(:mime_type)
@output_uri = args[:output_uri] if args.key?(:output_uri)
end
end
# Export folder destination of the data.
class GoogleCloudDatalabelingV1p1alpha1GcsFolderDestination
include Google::Apis::Core::Hashable
# Required. Cloud Storage directory to export data to.
# Corresponds to the JSON property `outputFolderUri`
# @return [String]
attr_accessor :output_folder_uri
def initialize(**args)
update!(**args)
end
# Update properties of this object
def update!(**args)
@output_folder_uri = args[:output_folder_uri] if args.key?(:output_folder_uri)
end
end
# Metadata of an GenerateAnalysisReport operation.
class GoogleCloudDatalabelingV1p1alpha1GenerateAnalysisReportOperationMetadata
include Google::Apis::Core::Hashable
# Timestamp when generate report request was created.
# Corresponds to the JSON property `createTime`
# @return [String]
attr_accessor :create_time
# The name of the dataset for which the analysis report is generated. Format: "
# projects/*/datasets/*"
# Corresponds to the JSON property `dataset`
# @return [String]
attr_accessor :dataset
def initialize(**args)
update!(**args)
end
# Update properties of this object
def update!(**args)
@create_time = args[:create_time] if args.key?(:create_time)
@dataset = args[:dataset] if args.key?(:dataset)
end
end
# Configuration for how human labeling task should be done.
class GoogleCloudDatalabelingV1p1alpha1HumanAnnotationConfig
include Google::Apis::Core::Hashable
# Optional. A human-readable description for AnnotatedDataset. The description
# can be up to 10000 characters long.
# Corresponds to the JSON property `annotatedDatasetDescription`
# @return [String]
attr_accessor :annotated_dataset_description
# Required. A human-readable name for AnnotatedDataset defined by users. Maximum
# of 64 characters .
# Corresponds to the JSON property `annotatedDatasetDisplayName`
# @return [String]
attr_accessor :annotated_dataset_display_name
# 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/
# Corresponds to the JSON property `contributorEmails`
# @return [Array<String>]
attr_accessor :contributor_emails
# Required. Instruction resource name.
# Corresponds to the JSON property `instruction`
# @return [String]
attr_accessor :instruction
# Optional. A human-readable label used to logically group labeling tasks. This
# string must match the regular expression `[a-zA-Z\\d_-]`0,128``.
# Corresponds to the JSON property `labelGroup`
# @return [String]
attr_accessor :label_group
# 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.
# Corresponds to the JSON property `languageCode`
# @return [String]
attr_accessor :language_code
# Optional. Maximum duration for contributors to answer a question. Maximum is
# 3600 seconds. Default is 3600 seconds.
# Corresponds to the JSON property `questionDuration`
# @return [String]
attr_accessor :question_duration
# 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.
# Corresponds to the JSON property `replicaCount`
# @return [Fixnum]
attr_accessor :replica_count
# Email of the user who started the labeling task and should be notified by
# email. If empty no notification will be sent.
# Corresponds to the JSON property `userEmailAddress`
# @return [String]
attr_accessor :user_email_address
def initialize(**args)
update!(**args)
end
# Update properties of this object
def update!(**args)
@annotated_dataset_description = args[:annotated_dataset_description] if args.key?(:annotated_dataset_description)
@annotated_dataset_display_name = args[:annotated_dataset_display_name] if args.key?(:annotated_dataset_display_name)
@contributor_emails = args[:contributor_emails] if args.key?(:contributor_emails)
@instruction = args[:instruction] if args.key?(:instruction)
@label_group = args[:label_group] if args.key?(:label_group)
@language_code = args[:language_code] if args.key?(:language_code)
@question_duration = args[:question_duration] if args.key?(:question_duration)
@replica_count = args[:replica_count] if args.key?(:replica_count)
@user_email_address = args[:user_email_address] if args.key?(:user_email_address)
end
end
# Metadata of an ImportData operation.
class GoogleCloudDatalabelingV1p1alpha1ImportDataOperationMetadata
include Google::Apis::Core::Hashable
# Output only. Timestamp when import dataset request was created.
# Corresponds to the JSON property `createTime`
# @return [String]
attr_accessor :create_time
# Output only. The name of imported dataset. "projects/*/datasets/*"
# Corresponds to the JSON property `dataset`
# @return [String]
attr_accessor :dataset
# Output only. Partial failures encountered. E.g. single files that couldn't be
# read. Status details field will contain standard GCP error details.
# Corresponds to the JSON property `partialFailures`
# @return [Array<Google::Apis::DatalabelingV1beta1::GoogleRpcStatus>]
attr_accessor :partial_failures
def initialize(**args)
update!(**args)
end
# Update properties of this object
def update!(**args)
@create_time = args[:create_time] if args.key?(:create_time)
@dataset = args[:dataset] if args.key?(:dataset)
@partial_failures = args[:partial_failures] if args.key?(:partial_failures)
end
end
# Response used for ImportData longrunning operation.
class GoogleCloudDatalabelingV1p1alpha1ImportDataOperationResponse
include Google::Apis::Core::Hashable
# Ouptut only. The name of imported dataset.
# Corresponds to the JSON property `dataset`
# @return [String]
attr_accessor :dataset
# Output only. Number of examples imported successfully.
# Corresponds to the JSON property `importCount`
# @return [Fixnum]
attr_accessor :import_count
# Output only. Total number of examples requested to import
# Corresponds to the JSON property `totalCount`
# @return [Fixnum]
attr_accessor :total_count
def initialize(**args)
update!(**args)
end
# Update properties of this object
def update!(**args)
@dataset = args[:dataset] if args.key?(:dataset)
@import_count = args[:import_count] if args.key?(:import_count)
@total_count = args[:total_count] if args.key?(:total_count)
end
end
# Details of a LabelImageBoundingBox operation metadata.
class GoogleCloudDatalabelingV1p1alpha1LabelImageBoundingBoxOperationMetadata
include Google::Apis::Core::Hashable
# Configuration for how human labeling task should be done.
# Corresponds to the JSON property `basicConfig`
# @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1p1alpha1HumanAnnotationConfig]
attr_accessor :basic_config
def initialize(**args)
update!(**args)
end
# Update properties of this object
def update!(**args)
@basic_config = args[:basic_config] if args.key?(:basic_config)
end
end
# Details of LabelImageBoundingPoly operation metadata.
class GoogleCloudDatalabelingV1p1alpha1LabelImageBoundingPolyOperationMetadata
include Google::Apis::Core::Hashable
# Configuration for how human labeling task should be done.
# Corresponds to the JSON property `basicConfig`
# @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1p1alpha1HumanAnnotationConfig]
attr_accessor :basic_config
def initialize(**args)
update!(**args)
end
# Update properties of this object
def update!(**args)
@basic_config = args[:basic_config] if args.key?(:basic_config)
end
end
# Metadata of a LabelImageClassification operation.
class GoogleCloudDatalabelingV1p1alpha1LabelImageClassificationOperationMetadata
include Google::Apis::Core::Hashable
# Configuration for how human labeling task should be done.
# Corresponds to the JSON property `basicConfig`
# @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1p1alpha1HumanAnnotationConfig]
attr_accessor :basic_config
def initialize(**args)
update!(**args)
end
# Update properties of this object
def update!(**args)
@basic_config = args[:basic_config] if args.key?(:basic_config)
end
end
# Details of a LabelImageOrientedBoundingBox operation metadata.
class GoogleCloudDatalabelingV1p1alpha1LabelImageOrientedBoundingBoxOperationMetadata
include Google::Apis::Core::Hashable
# Configuration for how human labeling task should be done.
# Corresponds to the JSON property `basicConfig`
# @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1p1alpha1HumanAnnotationConfig]
attr_accessor :basic_config
def initialize(**args)
update!(**args)
end
# Update properties of this object
def update!(**args)
@basic_config = args[:basic_config] if args.key?(:basic_config)
end
end
# Details of LabelImagePolyline operation metadata.
class GoogleCloudDatalabelingV1p1alpha1LabelImagePolylineOperationMetadata
include Google::Apis::Core::Hashable
# Configuration for how human labeling task should be done.
# Corresponds to the JSON property `basicConfig`
# @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1p1alpha1HumanAnnotationConfig]
attr_accessor :basic_config
def initialize(**args)
update!(**args)
end
# Update properties of this object
def update!(**args)
@basic_config = args[:basic_config] if args.key?(:basic_config)
end
end
# Details of a LabelImageSegmentation operation metadata.
class GoogleCloudDatalabelingV1p1alpha1LabelImageSegmentationOperationMetadata
include Google::Apis::Core::Hashable
# Configuration for how human labeling task should be done.
# Corresponds to the JSON property `basicConfig`
# @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1p1alpha1HumanAnnotationConfig]
attr_accessor :basic_config
def initialize(**args)
update!(**args)
end
# Update properties of this object
def update!(**args)
@basic_config = args[:basic_config] if args.key?(:basic_config)
end
end
# Metadata of a labeling operation, such as LabelImage or LabelVideo. Next tag:
# 23
class GoogleCloudDatalabelingV1p1alpha1LabelOperationMetadata
include Google::Apis::Core::Hashable
# Output only. The name of annotated dataset in format "projects/*/datasets/*/
# annotatedDatasets/*".
# Corresponds to the JSON property `annotatedDataset`
# @return [String]
attr_accessor :annotated_dataset
# Output only. Timestamp when labeling request was created.
# Corresponds to the JSON property `createTime`
# @return [String]
attr_accessor :create_time
# Output only. The name of dataset to be labeled. "projects/*/datasets/*"
# Corresponds to the JSON property `dataset`
# @return [String]
attr_accessor :dataset
# Details of a LabelImageBoundingBox operation metadata.
# Corresponds to the JSON property `imageBoundingBoxDetails`
# @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1p1alpha1LabelImageBoundingBoxOperationMetadata]
attr_accessor :image_bounding_box_details
# Details of LabelImageBoundingPoly operation metadata.
# Corresponds to the JSON property `imageBoundingPolyDetails`
# @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1p1alpha1LabelImageBoundingPolyOperationMetadata]
attr_accessor :image_bounding_poly_details
# Metadata of a LabelImageClassification operation.
# Corresponds to the JSON property `imageClassificationDetails`
# @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1p1alpha1LabelImageClassificationOperationMetadata]
attr_accessor :image_classification_details
# Details of a LabelImageOrientedBoundingBox operation metadata.
# Corresponds to the JSON property `imageOrientedBoundingBoxDetails`
# @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1p1alpha1LabelImageOrientedBoundingBoxOperationMetadata]
attr_accessor :image_oriented_bounding_box_details
# Details of LabelImagePolyline operation metadata.
# Corresponds to the JSON property `imagePolylineDetails`
# @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1p1alpha1LabelImagePolylineOperationMetadata]
attr_accessor :image_polyline_details
# Details of a LabelImageSegmentation operation metadata.
# Corresponds to the JSON property `imageSegmentationDetails`
# @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1p1alpha1LabelImageSegmentationOperationMetadata]
attr_accessor :image_segmentation_details
# Output only. Partial failures encountered. E.g. single files that couldn't be
# read. Status details field will contain standard GCP error details.
# Corresponds to the JSON property `partialFailures`
# @return [Array<Google::Apis::DatalabelingV1beta1::GoogleRpcStatus>]
attr_accessor :partial_failures
# Output only. Progress of label operation. Range: [0, 100].
# Corresponds to the JSON property `progressPercent`
# @return [Fixnum]
attr_accessor :progress_percent
# Details of a LabelTextClassification operation metadata.
# Corresponds to the JSON property `textClassificationDetails`
# @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1p1alpha1LabelTextClassificationOperationMetadata]
attr_accessor :text_classification_details
# Details of a LabelTextEntityExtraction operation metadata.
# Corresponds to the JSON property `textEntityExtractionDetails`
# @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1p1alpha1LabelTextEntityExtractionOperationMetadata]
attr_accessor :text_entity_extraction_details
# Details of a LabelVideoClassification operation metadata.
# Corresponds to the JSON property `videoClassificationDetails`
# @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1p1alpha1LabelVideoClassificationOperationMetadata]
attr_accessor :video_classification_details
# Details of a LabelVideoEvent operation metadata.
# Corresponds to the JSON property `videoEventDetails`
# @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1p1alpha1LabelVideoEventOperationMetadata]
attr_accessor :video_event_details
# Details of a LabelVideoObjectDetection operation metadata.
# Corresponds to the JSON property `videoObjectDetectionDetails`
# @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1p1alpha1LabelVideoObjectDetectionOperationMetadata]
attr_accessor :video_object_detection_details
# Details of a LabelVideoObjectTracking operation metadata.
# Corresponds to the JSON property `videoObjectTrackingDetails`
# @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1p1alpha1LabelVideoObjectTrackingOperationMetadata]
attr_accessor :video_object_tracking_details
def initialize(**args)
update!(**args)
end
# Update properties of this object
def update!(**args)
@annotated_dataset = args[:annotated_dataset] if args.key?(:annotated_dataset)
@create_time = args[:create_time] if args.key?(:create_time)
@dataset = args[:dataset] if args.key?(:dataset)
@image_bounding_box_details = args[:image_bounding_box_details] if args.key?(:image_bounding_box_details)
@image_bounding_poly_details = args[:image_bounding_poly_details] if args.key?(:image_bounding_poly_details)
@image_classification_details = args[:image_classification_details] if args.key?(:image_classification_details)
@image_oriented_bounding_box_details = args[:image_oriented_bounding_box_details] if args.key?(:image_oriented_bounding_box_details)
@image_polyline_details = args[:image_polyline_details] if args.key?(:image_polyline_details)
@image_segmentation_details = args[:image_segmentation_details] if args.key?(:image_segmentation_details)
@partial_failures = args[:partial_failures] if args.key?(:partial_failures)
@progress_percent = args[:progress_percent] if args.key?(:progress_percent)
@text_classification_details = args[:text_classification_details] if args.key?(:text_classification_details)
@text_entity_extraction_details = args[:text_entity_extraction_details] if args.key?(:text_entity_extraction_details)
@video_classification_details = args[:video_classification_details] if args.key?(:video_classification_details)
@video_event_details = args[:video_event_details] if args.key?(:video_event_details)
@video_object_detection_details = args[:video_object_detection_details] if args.key?(:video_object_detection_details)
@video_object_tracking_details = args[:video_object_tracking_details] if args.key?(:video_object_tracking_details)
end
end
# Statistics about annotation specs.
class GoogleCloudDatalabelingV1p1alpha1LabelStats
include Google::Apis::Core::Hashable
# 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.
# Corresponds to the JSON property `exampleCount`
# @return [Hash<String,Fixnum>]
attr_accessor :example_count
def initialize(**args)
update!(**args)
end
# Update properties of this object
def update!(**args)
@example_count = args[:example_count] if args.key?(:example_count)
end
end
# Details of a LabelTextClassification operation metadata.
class GoogleCloudDatalabelingV1p1alpha1LabelTextClassificationOperationMetadata
include Google::Apis::Core::Hashable
# Configuration for how human labeling task should be done.
# Corresponds to the JSON property `basicConfig`
# @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1p1alpha1HumanAnnotationConfig]
attr_accessor :basic_config
def initialize(**args)
update!(**args)
end
# Update properties of this object
def update!(**args)
@basic_config = args[:basic_config] if args.key?(:basic_config)
end
end
# Details of a LabelTextEntityExtraction operation metadata.
class GoogleCloudDatalabelingV1p1alpha1LabelTextEntityExtractionOperationMetadata
include Google::Apis::Core::Hashable
# Configuration for how human labeling task should be done.
# Corresponds to the JSON property `basicConfig`
# @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1p1alpha1HumanAnnotationConfig]
attr_accessor :basic_config
def initialize(**args)
update!(**args)
end
# Update properties of this object
def update!(**args)
@basic_config = args[:basic_config] if args.key?(:basic_config)
end
end
# Details of a LabelVideoClassification operation metadata.
class GoogleCloudDatalabelingV1p1alpha1LabelVideoClassificationOperationMetadata
include Google::Apis::Core::Hashable
# Configuration for how human labeling task should be done.
# Corresponds to the JSON property `basicConfig`
# @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1p1alpha1HumanAnnotationConfig]
attr_accessor :basic_config
def initialize(**args)
update!(**args)
end
# Update properties of this object
def update!(**args)
@basic_config = args[:basic_config] if args.key?(:basic_config)
end
end
# Details of a LabelVideoEvent operation metadata.
class GoogleCloudDatalabelingV1p1alpha1LabelVideoEventOperationMetadata
include Google::Apis::Core::Hashable
# Configuration for how human labeling task should be done.
# Corresponds to the JSON property `basicConfig`
# @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1p1alpha1HumanAnnotationConfig]
attr_accessor :basic_config
def initialize(**args)
update!(**args)
end
# Update properties of this object
def update!(**args)
@basic_config = args[:basic_config] if args.key?(:basic_config)
end
end
# Details of a LabelVideoObjectDetection operation metadata.
class GoogleCloudDatalabelingV1p1alpha1LabelVideoObjectDetectionOperationMetadata
include Google::Apis::Core::Hashable
# Configuration for how human labeling task should be done.
# Corresponds to the JSON property `basicConfig`
# @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1p1alpha1HumanAnnotationConfig]
attr_accessor :basic_config
def initialize(**args)
update!(**args)
end
# Update properties of this object
def update!(**args)
@basic_config = args[:basic_config] if args.key?(:basic_config)
end
end
# Details of a LabelVideoObjectTracking operation metadata.
class GoogleCloudDatalabelingV1p1alpha1LabelVideoObjectTrackingOperationMetadata
include Google::Apis::Core::Hashable
# Configuration for how human labeling task should be done.
# Corresponds to the JSON property `basicConfig`
# @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1p1alpha1HumanAnnotationConfig]
attr_accessor :basic_config
def initialize(**args)
update!(**args)
end
# Update properties of this object
def update!(**args)
@basic_config = args[:basic_config] if args.key?(:basic_config)
end
end
# The configuration of output data.
class GoogleCloudDatalabelingV1p1alpha1OutputConfig
include Google::Apis::Core::Hashable
# Export destination of the data.Only gcs path is allowed in output_uri.
# Corresponds to the JSON property `gcsDestination`
# @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1p1alpha1GcsDestination]
attr_accessor :gcs_destination
# Export folder destination of the data.
# Corresponds to the JSON property `gcsFolderDestination`
# @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1p1alpha1GcsFolderDestination]
attr_accessor :gcs_folder_destination
def initialize(**args)
update!(**args)
end
# Update properties of this object
def update!(**args)
@gcs_destination = args[:gcs_destination] if args.key?(:gcs_destination)
@gcs_folder_destination = args[:gcs_folder_destination] if args.key?(:gcs_folder_destination)
end
end
# Metadata of a CreateInstruction operation.
class GoogleCloudDatalabelingV1p2alpha1CreateInstructionMetadata
include Google::Apis::Core::Hashable
# Timestamp when create instruction request was created.
# Corresponds to the JSON property `createTime`
# @return [String]
attr_accessor :create_time
# The name of the created Instruction. projects/`project_id`/instructions/`
# instruction_id`
# Corresponds to the JSON property `instruction`
# @return [String]
attr_accessor :instruction
# Partial failures encountered. E.g. single files that couldn't be read. Status
# details field will contain standard GCP error details.
# Corresponds to the JSON property `partialFailures`
# @return [Array<Google::Apis::DatalabelingV1beta1::GoogleRpcStatus>]
attr_accessor :partial_failures
def initialize(**args)
update!(**args)
end
# Update properties of this object
def update!(**args)
@create_time = args[:create_time] if args.key?(:create_time)
@instruction = args[:instruction] if args.key?(:instruction)
@partial_failures = args[:partial_failures] if args.key?(:partial_failures)
end
end
# Metadata of an ExportData operation.
class GoogleCloudDatalabelingV1p2alpha1ExportDataOperationMetadata
include Google::Apis::Core::Hashable
# Output only. The name of annotated dataset in format "projects/*/datasets/*/
# annotatedDatasets/*".
# Corresponds to the JSON property `annotatedDataset`
# @return [String]
attr_accessor :annotated_dataset
# Output only. Timestamp when export dataset request was created.
# Corresponds to the JSON property `createTime`
# @return [String]
attr_accessor :create_time
# Output only. The name of dataset to be exported. "projects/*/datasets/*"
# Corresponds to the JSON property `dataset`
# @return [String]
attr_accessor :dataset
# Output only. Partial failures encountered. E.g. single files that couldn't be
# read. Status details field will contain standard GCP error details.
# Corresponds to the JSON property `partialFailures`
# @return [Array<Google::Apis::DatalabelingV1beta1::GoogleRpcStatus>]
attr_accessor :partial_failures
def initialize(**args)
update!(**args)
end
# Update properties of this object
def update!(**args)
@annotated_dataset = args[:annotated_dataset] if args.key?(:annotated_dataset)
@create_time = args[:create_time] if args.key?(:create_time)
@dataset = args[:dataset] if args.key?(:dataset)
@partial_failures = args[:partial_failures] if args.key?(:partial_failures)
end
end
# Response used for ExportDataset longrunning operation.
class GoogleCloudDatalabelingV1p2alpha1ExportDataOperationResponse
include Google::Apis::Core::Hashable
# Output only. The name of annotated dataset in format "projects/*/datasets/*/
# annotatedDatasets/*".
# Corresponds to the JSON property `annotatedDataset`
# @return [String]
attr_accessor :annotated_dataset
# Ouptut only. The name of dataset. "projects/*/datasets/*"
# Corresponds to the JSON property `dataset`
# @return [String]
attr_accessor :dataset
# Output only. Number of examples exported successfully.
# Corresponds to the JSON property `exportCount`
# @return [Fixnum]
attr_accessor :export_count
# Statistics about annotation specs.
# Corresponds to the JSON property `labelStats`
# @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1p2alpha1LabelStats]
attr_accessor :label_stats
# The configuration of output data.
# Corresponds to the JSON property `outputConfig`
# @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1p2alpha1OutputConfig]
attr_accessor :output_config
# Output only. Total number of examples requested to export
# Corresponds to the JSON property `totalCount`
# @return [Fixnum]
attr_accessor :total_count
def initialize(**args)
update!(**args)
end
# Update properties of this object
def update!(**args)
@annotated_dataset = args[:annotated_dataset] if args.key?(:annotated_dataset)
@dataset = args[:dataset] if args.key?(:dataset)
@export_count = args[:export_count] if args.key?(:export_count)
@label_stats = args[:label_stats] if args.key?(:label_stats)
@output_config = args[:output_config] if args.key?(:output_config)
@total_count = args[:total_count] if args.key?(:total_count)
end
end
# Export destination of the data.Only gcs path is allowed in output_uri.
class GoogleCloudDatalabelingV1p2alpha1GcsDestination
include Google::Apis::Core::Hashable
# Required. The format of the gcs destination. Only "text/csv" and "application/
# json" are supported.
# Corresponds to the JSON property `mimeType`
# @return [String]
attr_accessor :mime_type
# Required. The output uri of destination file.
# Corresponds to the JSON property `outputUri`
# @return [String]
attr_accessor :output_uri
def initialize(**args)
update!(**args)
end
# Update properties of this object
def update!(**args)
@mime_type = args[:mime_type] if args.key?(:mime_type)
@output_uri = args[:output_uri] if args.key?(:output_uri)
end
end
# Export folder destination of the data.
class GoogleCloudDatalabelingV1p2alpha1GcsFolderDestination
include Google::Apis::Core::Hashable
# Required. Cloud Storage directory to export data to.
# Corresponds to the JSON property `outputFolderUri`
# @return [String]
attr_accessor :output_folder_uri
def initialize(**args)
update!(**args)
end
# Update properties of this object
def update!(**args)
@output_folder_uri = args[:output_folder_uri] if args.key?(:output_folder_uri)
end
end
# Configuration for how human labeling task should be done.
class GoogleCloudDatalabelingV1p2alpha1HumanAnnotationConfig
include Google::Apis::Core::Hashable
# Optional. A human-readable description for AnnotatedDataset. The description
# can be up to 10000 characters long.
# Corresponds to the JSON property `annotatedDatasetDescription`
# @return [String]
attr_accessor :annotated_dataset_description
# Required. A human-readable name for AnnotatedDataset defined by users. Maximum
# of 64 characters .
# Corresponds to the JSON property `annotatedDatasetDisplayName`
# @return [String]
attr_accessor :annotated_dataset_display_name
# 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/
# Corresponds to the JSON property `contributorEmails`
# @return [Array<String>]
attr_accessor :contributor_emails
# Required. Instruction resource name.
# Corresponds to the JSON property `instruction`
# @return [String]
attr_accessor :instruction
# Optional. A human-readable label used to logically group labeling tasks. This
# string must match the regular expression `[a-zA-Z\\d_-]`0,128``.
# Corresponds to the JSON property `labelGroup`
# @return [String]
attr_accessor :label_group
# 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.
# Corresponds to the JSON property `languageCode`
# @return [String]
attr_accessor :language_code
# Optional. Maximum duration for contributors to answer a question. Maximum is
# 3600 seconds. Default is 3600 seconds.
# Corresponds to the JSON property `questionDuration`
# @return [String]
attr_accessor :question_duration
# 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.
# Corresponds to the JSON property `replicaCount`
# @return [Fixnum]
attr_accessor :replica_count
# Email of the user who started the labeling task and should be notified by
# email. If empty no notification will be sent.
# Corresponds to the JSON property `userEmailAddress`
# @return [String]
attr_accessor :user_email_address
def initialize(**args)
update!(**args)
end
# Update properties of this object
def update!(**args)
@annotated_dataset_description = args[:annotated_dataset_description] if args.key?(:annotated_dataset_description)
@annotated_dataset_display_name = args[:annotated_dataset_display_name] if args.key?(:annotated_dataset_display_name)
@contributor_emails = args[:contributor_emails] if args.key?(:contributor_emails)
@instruction = args[:instruction] if args.key?(:instruction)
@label_group = args[:label_group] if args.key?(:label_group)
@language_code = args[:language_code] if args.key?(:language_code)
@question_duration = args[:question_duration] if args.key?(:question_duration)
@replica_count = args[:replica_count] if args.key?(:replica_count)
@user_email_address = args[:user_email_address] if args.key?(:user_email_address)
end
end
# Metadata of an ImportData operation.
class GoogleCloudDatalabelingV1p2alpha1ImportDataOperationMetadata
include Google::Apis::Core::Hashable
# Output only. Timestamp when import dataset request was created.
# Corresponds to the JSON property `createTime`
# @return [String]
attr_accessor :create_time
# Output only. The name of imported dataset. "projects/*/datasets/*"
# Corresponds to the JSON property `dataset`
# @return [String]
attr_accessor :dataset
# Output only. Partial failures encountered. E.g. single files that couldn't be
# read. Status details field will contain standard GCP error details.
# Corresponds to the JSON property `partialFailures`
# @return [Array<Google::Apis::DatalabelingV1beta1::GoogleRpcStatus>]
attr_accessor :partial_failures
def initialize(**args)
update!(**args)
end
# Update properties of this object
def update!(**args)
@create_time = args[:create_time] if args.key?(:create_time)
@dataset = args[:dataset] if args.key?(:dataset)
@partial_failures = args[:partial_failures] if args.key?(:partial_failures)
end
end
# Response used for ImportData longrunning operation.
class GoogleCloudDatalabelingV1p2alpha1ImportDataOperationResponse
include Google::Apis::Core::Hashable
# Ouptut only. The name of imported dataset.
# Corresponds to the JSON property `dataset`
# @return [String]
attr_accessor :dataset
# Output only. Number of examples imported successfully.
# Corresponds to the JSON property `importCount`
# @return [Fixnum]
attr_accessor :import_count
# Output only. Total number of examples requested to import
# Corresponds to the JSON property `totalCount`
# @return [Fixnum]
attr_accessor :total_count
def initialize(**args)
update!(**args)
end
# Update properties of this object
def update!(**args)
@dataset = args[:dataset] if args.key?(:dataset)
@import_count = args[:import_count] if args.key?(:import_count)
@total_count = args[:total_count] if args.key?(:total_count)
end
end
# Details of a LabelImageBoundingBox operation metadata.
class GoogleCloudDatalabelingV1p2alpha1LabelImageBoundingBoxOperationMetadata
include Google::Apis::Core::Hashable
# Configuration for how human labeling task should be done.
# Corresponds to the JSON property `basicConfig`
# @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1p2alpha1HumanAnnotationConfig]
attr_accessor :basic_config
def initialize(**args)
update!(**args)
end
# Update properties of this object
def update!(**args)
@basic_config = args[:basic_config] if args.key?(:basic_config)
end
end
# Details of LabelImageBoundingPoly operation metadata.
class GoogleCloudDatalabelingV1p2alpha1LabelImageBoundingPolyOperationMetadata
include Google::Apis::Core::Hashable
# Configuration for how human labeling task should be done.
# Corresponds to the JSON property `basicConfig`
# @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1p2alpha1HumanAnnotationConfig]
attr_accessor :basic_config
def initialize(**args)
update!(**args)
end
# Update properties of this object
def update!(**args)
@basic_config = args[:basic_config] if args.key?(:basic_config)
end
end
# Metadata of a LabelImageClassification operation.
class GoogleCloudDatalabelingV1p2alpha1LabelImageClassificationOperationMetadata
include Google::Apis::Core::Hashable
# Configuration for how human labeling task should be done.
# Corresponds to the JSON property `basicConfig`
# @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1p2alpha1HumanAnnotationConfig]
attr_accessor :basic_config
def initialize(**args)
update!(**args)
end
# Update properties of this object
def update!(**args)
@basic_config = args[:basic_config] if args.key?(:basic_config)
end
end
# Details of a LabelImageOrientedBoundingBox operation metadata.
class GoogleCloudDatalabelingV1p2alpha1LabelImageOrientedBoundingBoxOperationMetadata
include Google::Apis::Core::Hashable
# Configuration for how human labeling task should be done.
# Corresponds to the JSON property `basicConfig`
# @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1p2alpha1HumanAnnotationConfig]
attr_accessor :basic_config
def initialize(**args)
update!(**args)
end
# Update properties of this object
def update!(**args)
@basic_config = args[:basic_config] if args.key?(:basic_config)
end
end
# Details of LabelImagePolyline operation metadata.
class GoogleCloudDatalabelingV1p2alpha1LabelImagePolylineOperationMetadata
include Google::Apis::Core::Hashable
# Configuration for how human labeling task should be done.
# Corresponds to the JSON property `basicConfig`
# @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1p2alpha1HumanAnnotationConfig]
attr_accessor :basic_config
def initialize(**args)
update!(**args)
end
# Update properties of this object
def update!(**args)
@basic_config = args[:basic_config] if args.key?(:basic_config)
end
end
# Details of a LabelImageSegmentation operation metadata.
class GoogleCloudDatalabelingV1p2alpha1LabelImageSegmentationOperationMetadata
include Google::Apis::Core::Hashable
# Configuration for how human labeling task should be done.
# Corresponds to the JSON property `basicConfig`
# @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1p2alpha1HumanAnnotationConfig]
attr_accessor :basic_config
def initialize(**args)
update!(**args)
end
# Update properties of this object
def update!(**args)
@basic_config = args[:basic_config] if args.key?(:basic_config)
end
end
# Metadata of a labeling operation, such as LabelImage or LabelVideo. Next tag:
# 23
class GoogleCloudDatalabelingV1p2alpha1LabelOperationMetadata
include Google::Apis::Core::Hashable
# Output only. The name of annotated dataset in format "projects/*/datasets/*/
# annotatedDatasets/*".
# Corresponds to the JSON property `annotatedDataset`
# @return [String]
attr_accessor :annotated_dataset
# Output only. Timestamp when labeling request was created.
# Corresponds to the JSON property `createTime`
# @return [String]
attr_accessor :create_time
# Output only. The name of dataset to be labeled. "projects/*/datasets/*"
# Corresponds to the JSON property `dataset`
# @return [String]
attr_accessor :dataset
# Details of a LabelImageBoundingBox operation metadata.
# Corresponds to the JSON property `imageBoundingBoxDetails`
# @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1p2alpha1LabelImageBoundingBoxOperationMetadata]
attr_accessor :image_bounding_box_details
# Details of LabelImageBoundingPoly operation metadata.
# Corresponds to the JSON property `imageBoundingPolyDetails`
# @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1p2alpha1LabelImageBoundingPolyOperationMetadata]
attr_accessor :image_bounding_poly_details
# Metadata of a LabelImageClassification operation.
# Corresponds to the JSON property `imageClassificationDetails`
# @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1p2alpha1LabelImageClassificationOperationMetadata]
attr_accessor :image_classification_details
# Details of a LabelImageOrientedBoundingBox operation metadata.
# Corresponds to the JSON property `imageOrientedBoundingBoxDetails`
# @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1p2alpha1LabelImageOrientedBoundingBoxOperationMetadata]
attr_accessor :image_oriented_bounding_box_details
# Details of LabelImagePolyline operation metadata.
# Corresponds to the JSON property `imagePolylineDetails`
# @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1p2alpha1LabelImagePolylineOperationMetadata]
attr_accessor :image_polyline_details
# Details of a LabelImageSegmentation operation metadata.
# Corresponds to the JSON property `imageSegmentationDetails`
# @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1p2alpha1LabelImageSegmentationOperationMetadata]
attr_accessor :image_segmentation_details
# Output only. Partial failures encountered. E.g. single files that couldn't be
# read. Status details field will contain standard GCP error details.
# Corresponds to the JSON property `partialFailures`
# @return [Array<Google::Apis::DatalabelingV1beta1::GoogleRpcStatus>]
attr_accessor :partial_failures
# Output only. Progress of label operation. Range: [0, 100].
# Corresponds to the JSON property `progressPercent`
# @return [Fixnum]
attr_accessor :progress_percent
# Details of a LabelTextClassification operation metadata.
# Corresponds to the JSON property `textClassificationDetails`
# @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1p2alpha1LabelTextClassificationOperationMetadata]
attr_accessor :text_classification_details
# Details of a LabelTextEntityExtraction operation metadata.
# Corresponds to the JSON property `textEntityExtractionDetails`
# @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1p2alpha1LabelTextEntityExtractionOperationMetadata]
attr_accessor :text_entity_extraction_details
# Details of a LabelVideoClassification operation metadata.
# Corresponds to the JSON property `videoClassificationDetails`
# @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1p2alpha1LabelVideoClassificationOperationMetadata]
attr_accessor :video_classification_details
# Details of a LabelVideoEvent operation metadata.
# Corresponds to the JSON property `videoEventDetails`
# @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1p2alpha1LabelVideoEventOperationMetadata]
attr_accessor :video_event_details
# Details of a LabelVideoObjectDetection operation metadata.
# Corresponds to the JSON property `videoObjectDetectionDetails`
# @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1p2alpha1LabelVideoObjectDetectionOperationMetadata]
attr_accessor :video_object_detection_details
# Details of a LabelVideoObjectTracking operation metadata.
# Corresponds to the JSON property `videoObjectTrackingDetails`
# @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1p2alpha1LabelVideoObjectTrackingOperationMetadata]
attr_accessor :video_object_tracking_details
def initialize(**args)
update!(**args)
end
# Update properties of this object
def update!(**args)
@annotated_dataset = args[:annotated_dataset] if args.key?(:annotated_dataset)
@create_time = args[:create_time] if args.key?(:create_time)
@dataset = args[:dataset] if args.key?(:dataset)
@image_bounding_box_details = args[:image_bounding_box_details] if args.key?(:image_bounding_box_details)
@image_bounding_poly_details = args[:image_bounding_poly_details] if args.key?(:image_bounding_poly_details)
@image_classification_details = args[:image_classification_details] if args.key?(:image_classification_details)
@image_oriented_bounding_box_details = args[:image_oriented_bounding_box_details] if args.key?(:image_oriented_bounding_box_details)
@image_polyline_details = args[:image_polyline_details] if args.key?(:image_polyline_details)
@image_segmentation_details = args[:image_segmentation_details] if args.key?(:image_segmentation_details)
@partial_failures = args[:partial_failures] if args.key?(:partial_failures)
@progress_percent = args[:progress_percent] if args.key?(:progress_percent)
@text_classification_details = args[:text_classification_details] if args.key?(:text_classification_details)
@text_entity_extraction_details = args[:text_entity_extraction_details] if args.key?(:text_entity_extraction_details)
@video_classification_details = args[:video_classification_details] if args.key?(:video_classification_details)
@video_event_details = args[:video_event_details] if args.key?(:video_event_details)
@video_object_detection_details = args[:video_object_detection_details] if args.key?(:video_object_detection_details)
@video_object_tracking_details = args[:video_object_tracking_details] if args.key?(:video_object_tracking_details)
end
end
# Statistics about annotation specs.
class GoogleCloudDatalabelingV1p2alpha1LabelStats
include Google::Apis::Core::Hashable
# 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.
# Corresponds to the JSON property `exampleCount`
# @return [Hash<String,Fixnum>]
attr_accessor :example_count
def initialize(**args)
update!(**args)
end
# Update properties of this object
def update!(**args)
@example_count = args[:example_count] if args.key?(:example_count)
end
end
# Details of a LabelTextClassification operation metadata.
class GoogleCloudDatalabelingV1p2alpha1LabelTextClassificationOperationMetadata
include Google::Apis::Core::Hashable
# Configuration for how human labeling task should be done.
# Corresponds to the JSON property `basicConfig`
# @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1p2alpha1HumanAnnotationConfig]
attr_accessor :basic_config
def initialize(**args)
update!(**args)
end
# Update properties of this object
def update!(**args)
@basic_config = args[:basic_config] if args.key?(:basic_config)
end
end
# Details of a LabelTextEntityExtraction operation metadata.
class GoogleCloudDatalabelingV1p2alpha1LabelTextEntityExtractionOperationMetadata
include Google::Apis::Core::Hashable
# Configuration for how human labeling task should be done.
# Corresponds to the JSON property `basicConfig`
# @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1p2alpha1HumanAnnotationConfig]
attr_accessor :basic_config
def initialize(**args)
update!(**args)
end
# Update properties of this object
def update!(**args)
@basic_config = args[:basic_config] if args.key?(:basic_config)
end
end
# Details of a LabelVideoClassification operation metadata.
class GoogleCloudDatalabelingV1p2alpha1LabelVideoClassificationOperationMetadata
include Google::Apis::Core::Hashable
# Configuration for how human labeling task should be done.
# Corresponds to the JSON property `basicConfig`
# @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1p2alpha1HumanAnnotationConfig]
attr_accessor :basic_config
def initialize(**args)
update!(**args)
end
# Update properties of this object
def update!(**args)
@basic_config = args[:basic_config] if args.key?(:basic_config)
end
end
# Details of a LabelVideoEvent operation metadata.
class GoogleCloudDatalabelingV1p2alpha1LabelVideoEventOperationMetadata
include Google::Apis::Core::Hashable
# Configuration for how human labeling task should be done.
# Corresponds to the JSON property `basicConfig`
# @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1p2alpha1HumanAnnotationConfig]
attr_accessor :basic_config
def initialize(**args)
update!(**args)
end
# Update properties of this object
def update!(**args)
@basic_config = args[:basic_config] if args.key?(:basic_config)
end
end
# Details of a LabelVideoObjectDetection operation metadata.
class GoogleCloudDatalabelingV1p2alpha1LabelVideoObjectDetectionOperationMetadata
include Google::Apis::Core::Hashable
# Configuration for how human labeling task should be done.
# Corresponds to the JSON property `basicConfig`
# @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1p2alpha1HumanAnnotationConfig]
attr_accessor :basic_config
def initialize(**args)
update!(**args)
end
# Update properties of this object
def update!(**args)
@basic_config = args[:basic_config] if args.key?(:basic_config)
end
end
# Details of a LabelVideoObjectTracking operation metadata.
class GoogleCloudDatalabelingV1p2alpha1LabelVideoObjectTrackingOperationMetadata
include Google::Apis::Core::Hashable
# Configuration for how human labeling task should be done.
# Corresponds to the JSON property `basicConfig`
# @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1p2alpha1HumanAnnotationConfig]
attr_accessor :basic_config
def initialize(**args)
update!(**args)
end
# Update properties of this object
def update!(**args)
@basic_config = args[:basic_config] if args.key?(:basic_config)
end
end
# The configuration of output data.
class GoogleCloudDatalabelingV1p2alpha1OutputConfig
include Google::Apis::Core::Hashable
# Export destination of the data.Only gcs path is allowed in output_uri.
# Corresponds to the JSON property `gcsDestination`
# @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1p2alpha1GcsDestination]
attr_accessor :gcs_destination
# Export folder destination of the data.
# Corresponds to the JSON property `gcsFolderDestination`
# @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1p2alpha1GcsFolderDestination]
attr_accessor :gcs_folder_destination
def initialize(**args)
update!(**args)
end
# Update properties of this object
def update!(**args)
@gcs_destination = args[:gcs_destination] if args.key?(:gcs_destination)
@gcs_folder_destination = args[:gcs_folder_destination] if args.key?(:gcs_folder_destination)
end
end
# The response message for Operations.ListOperations.
class GoogleLongrunningListOperationsResponse
include Google::Apis::Core::Hashable
# The standard List next-page token.
# Corresponds to the JSON property `nextPageToken`
# @return [String]
attr_accessor :next_page_token
# A list of operations that matches the specified filter in the request.
# Corresponds to the JSON property `operations`
# @return [Array<Google::Apis::DatalabelingV1beta1::GoogleLongrunningOperation>]
attr_accessor :operations
def initialize(**args)
update!(**args)
end
# Update properties of this object
def update!(**args)
@next_page_token = args[:next_page_token] if args.key?(:next_page_token)
@operations = args[:operations] if args.key?(:operations)
end
end
# This resource represents a long-running operation that is the result of a
# network API call.
class GoogleLongrunningOperation
include Google::Apis::Core::Hashable
# If the value is `false`, it means the operation is still in progress. If `true`
# , the operation is completed, and either `error` or `response` is available.
# Corresponds to the JSON property `done`
# @return [Boolean]
attr_accessor :done
alias_method :done?, :done
# The `Status` type defines a logical error model that is suitable for different
# programming environments, including REST APIs and RPC APIs. It is used by [
# gRPC](https://github.com/grpc). Each `Status` message contains three pieces of
# data: error code, error message, and error details. You can find out more
# about this error model and how to work with it in the [API Design Guide](https:
# //cloud.google.com/apis/design/errors).
# Corresponds to the JSON property `error`
# @return [Google::Apis::DatalabelingV1beta1::GoogleRpcStatus]
attr_accessor :error
# Service-specific metadata associated with the operation. It typically contains
# progress information and common metadata such as create time. Some services
# might not provide such metadata. Any method that returns a long-running
# operation should document the metadata type, if any.
# Corresponds to the JSON property `metadata`
# @return [Hash<String,Object>]
attr_accessor :metadata
# The server-assigned name, which is only unique within the same service that
# originally returns it. If you use the default HTTP mapping, the `name` should
# be a resource name ending with `operations/`unique_id``.
# Corresponds to the JSON property `name`
# @return [String]
attr_accessor :name
# The normal response of the operation in case of success. If the original
# method returns no data on success, such as `Delete`, the response is `google.
# protobuf.Empty`. If the original method is standard `Get`/`Create`/`Update`,
# the response should be the resource. For other methods, the response should
# have the type `XxxResponse`, where `Xxx` is the original method name. For
# example, if the original method name is `TakeSnapshot()`, the inferred
# response type is `TakeSnapshotResponse`.
# Corresponds to the JSON property `response`
# @return [Hash<String,Object>]
attr_accessor :response
def initialize(**args)
update!(**args)
end
# Update properties of this object
def update!(**args)
@done = args[:done] if args.key?(:done)
@error = args[:error] if args.key?(:error)
@metadata = args[:metadata] if args.key?(:metadata)
@name = args[:name] if args.key?(:name)
@response = args[:response] if args.key?(:response)
end
end
# A generic empty message that you can re-use to avoid defining duplicated empty
# messages in your APIs. A typical example is to use it as the request or the
# response type of an API method. For instance: service Foo ` rpc Bar(google.
# protobuf.Empty) returns (google.protobuf.Empty); ` The JSON representation for
# `Empty` is empty JSON object ````.
class GoogleProtobufEmpty
include Google::Apis::Core::Hashable
def initialize(**args)
update!(**args)
end
# Update properties of this object
def update!(**args)
end
end
# The `Status` type defines a logical error model that is suitable for different
# programming environments, including REST APIs and RPC APIs. It is used by [
# gRPC](https://github.com/grpc). Each `Status` message contains three pieces of
# data: error code, error message, and error details. You can find out more
# about this error model and how to work with it in the [API Design Guide](https:
# //cloud.google.com/apis/design/errors).
class GoogleRpcStatus
include Google::Apis::Core::Hashable
# The status code, which should be an enum value of google.rpc.Code.
# Corresponds to the JSON property `code`
# @return [Fixnum]
attr_accessor :code
# A list of messages that carry the error details. There is a common set of
# message types for APIs to use.
# Corresponds to the JSON property `details`
# @return [Array<Hash<String,Object>>]
attr_accessor :details
# A developer-facing error message, which should be in English. Any user-facing
# error message should be localized and sent in the google.rpc.Status.details
# field, or localized by the client.
# Corresponds to the JSON property `message`
# @return [String]
attr_accessor :message
def initialize(**args)
update!(**args)
end
# Update properties of this object
def update!(**args)
@code = args[:code] if args.key?(:code)
@details = args[:details] if args.key?(:details)
@message = args[:message] if args.key?(:message)
end
end
end
end
end
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