diff --git a/api_names_out.yaml b/api_names_out.yaml
index 979a3206d..524802380 100644
--- a/api_names_out.yaml
+++ b/api_names_out.yaml
@@ -62571,6 +62571,944 @@
 "/datafusion:v1beta1/fields": fields
 "/datafusion:v1beta1/key": key
 "/datafusion:v1beta1/quotaUser": quota_user
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1alpha1CreateInstructionMetadata": google_cloud_datalabeling_v1alpha1_create_instruction_metadata
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1alpha1CreateInstructionMetadata/createTime": create_time
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1alpha1CreateInstructionMetadata/instruction": instruction
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1alpha1CreateInstructionMetadata/partialFailures": partial_failures
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1alpha1CreateInstructionMetadata/partialFailures/partial_failure": partial_failure
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1alpha1ExportDataOperationMetadata": google_cloud_datalabeling_v1alpha1_export_data_operation_metadata
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1alpha1ExportDataOperationMetadata/annotatedDataset": annotated_dataset
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1alpha1ExportDataOperationMetadata/createTime": create_time
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1alpha1ExportDataOperationMetadata/dataset": dataset
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1alpha1ExportDataOperationMetadata/partialFailures": partial_failures
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1alpha1ExportDataOperationMetadata/partialFailures/partial_failure": partial_failure
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1alpha1ExportDataOperationResponse": google_cloud_datalabeling_v1alpha1_export_data_operation_response
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1alpha1ExportDataOperationResponse/annotatedDataset": annotated_dataset
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1alpha1ExportDataOperationResponse/dataset": dataset
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1alpha1ExportDataOperationResponse/exportCount": export_count
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1alpha1ExportDataOperationResponse/labelStats": label_stats
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1alpha1ExportDataOperationResponse/outputConfig": output_config
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1alpha1ExportDataOperationResponse/totalCount": total_count
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1alpha1GcsDestination": google_cloud_datalabeling_v1alpha1_gcs_destination
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1alpha1GcsDestination/mimeType": mime_type
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1alpha1GcsDestination/outputUri": output_uri
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1alpha1GcsFolderDestination": google_cloud_datalabeling_v1alpha1_gcs_folder_destination
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1alpha1GcsFolderDestination/outputFolderUri": output_folder_uri
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1alpha1HumanAnnotationConfig": google_cloud_datalabeling_v1alpha1_human_annotation_config
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1alpha1HumanAnnotationConfig/annotatedDatasetDescription": annotated_dataset_description
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1alpha1HumanAnnotationConfig/annotatedDatasetDisplayName": annotated_dataset_display_name
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1alpha1HumanAnnotationConfig/contributorEmails": contributor_emails
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1alpha1HumanAnnotationConfig/contributorEmails/contributor_email": contributor_email
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1alpha1HumanAnnotationConfig/instruction": instruction
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1alpha1HumanAnnotationConfig/labelGroup": label_group
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1alpha1HumanAnnotationConfig/languageCode": language_code
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1alpha1HumanAnnotationConfig/questionDuration": question_duration
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1alpha1HumanAnnotationConfig/replicaCount": replica_count
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1alpha1HumanAnnotationConfig/userEmailAddress": user_email_address
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1alpha1ImportDataOperationMetadata": google_cloud_datalabeling_v1alpha1_import_data_operation_metadata
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1alpha1ImportDataOperationMetadata/createTime": create_time
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1alpha1ImportDataOperationMetadata/dataset": dataset
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1alpha1ImportDataOperationMetadata/partialFailures": partial_failures
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1alpha1ImportDataOperationMetadata/partialFailures/partial_failure": partial_failure
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1alpha1ImportDataOperationResponse": google_cloud_datalabeling_v1alpha1_import_data_operation_response
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1alpha1ImportDataOperationResponse/dataset": dataset
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1alpha1ImportDataOperationResponse/importCount": import_count
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1alpha1ImportDataOperationResponse/totalCount": total_count
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1alpha1LabelImageBoundingBoxOperationMetadata": google_cloud_datalabeling_v1alpha1_label_image_bounding_box_operation_metadata
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1alpha1LabelImageBoundingBoxOperationMetadata/basicConfig": basic_config
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1alpha1LabelImageBoundingPolyOperationMetadata": google_cloud_datalabeling_v1alpha1_label_image_bounding_poly_operation_metadata
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1alpha1LabelImageBoundingPolyOperationMetadata/basicConfig": basic_config
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1alpha1LabelImageClassificationOperationMetadata": google_cloud_datalabeling_v1alpha1_label_image_classification_operation_metadata
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1alpha1LabelImageClassificationOperationMetadata/basicConfig": basic_config
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1alpha1LabelImageOrientedBoundingBoxOperationMetadata": google_cloud_datalabeling_v1alpha1_label_image_oriented_bounding_box_operation_metadata
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1alpha1LabelImageOrientedBoundingBoxOperationMetadata/basicConfig": basic_config
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1alpha1LabelImagePolylineOperationMetadata": google_cloud_datalabeling_v1alpha1_label_image_polyline_operation_metadata
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1alpha1LabelImagePolylineOperationMetadata/basicConfig": basic_config
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1alpha1LabelImageSegmentationOperationMetadata": google_cloud_datalabeling_v1alpha1_label_image_segmentation_operation_metadata
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1alpha1LabelImageSegmentationOperationMetadata/basicConfig": basic_config
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1alpha1LabelOperationMetadata": google_cloud_datalabeling_v1alpha1_label_operation_metadata
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1alpha1LabelOperationMetadata/annotatedDataset": annotated_dataset
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1alpha1LabelOperationMetadata/createTime": create_time
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1alpha1LabelOperationMetadata/dataset": dataset
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1alpha1LabelOperationMetadata/imageBoundingBoxDetails": image_bounding_box_details
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1alpha1LabelOperationMetadata/imageBoundingPolyDetails": image_bounding_poly_details
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1alpha1LabelOperationMetadata/imageClassificationDetails": image_classification_details
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1alpha1LabelOperationMetadata/imageOrientedBoundingBoxDetails": image_oriented_bounding_box_details
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1alpha1LabelOperationMetadata/imagePolylineDetails": image_polyline_details
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1alpha1LabelOperationMetadata/imageSegmentationDetails": image_segmentation_details
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1alpha1LabelOperationMetadata/partialFailures": partial_failures
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1alpha1LabelOperationMetadata/partialFailures/partial_failure": partial_failure
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1alpha1LabelOperationMetadata/progressPercent": progress_percent
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1alpha1LabelOperationMetadata/textClassificationDetails": text_classification_details
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1alpha1LabelOperationMetadata/textEntityExtractionDetails": text_entity_extraction_details
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1alpha1LabelOperationMetadata/videoClassificationDetails": video_classification_details
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1alpha1LabelOperationMetadata/videoEventDetails": video_event_details
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1alpha1LabelOperationMetadata/videoObjectDetectionDetails": video_object_detection_details
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1alpha1LabelOperationMetadata/videoObjectTrackingDetails": video_object_tracking_details
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1alpha1LabelStats": google_cloud_datalabeling_v1alpha1_label_stats
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1alpha1LabelStats/exampleCount": example_count
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1alpha1LabelStats/exampleCount/example_count": example_count
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1alpha1LabelTextClassificationOperationMetadata": google_cloud_datalabeling_v1alpha1_label_text_classification_operation_metadata
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1alpha1LabelTextClassificationOperationMetadata/basicConfig": basic_config
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1alpha1LabelTextEntityExtractionOperationMetadata": google_cloud_datalabeling_v1alpha1_label_text_entity_extraction_operation_metadata
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1alpha1LabelTextEntityExtractionOperationMetadata/basicConfig": basic_config
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1alpha1LabelVideoClassificationOperationMetadata": google_cloud_datalabeling_v1alpha1_label_video_classification_operation_metadata
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1alpha1LabelVideoClassificationOperationMetadata/basicConfig": basic_config
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1alpha1LabelVideoEventOperationMetadata": google_cloud_datalabeling_v1alpha1_label_video_event_operation_metadata
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1alpha1LabelVideoEventOperationMetadata/basicConfig": basic_config
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1alpha1LabelVideoObjectDetectionOperationMetadata": google_cloud_datalabeling_v1alpha1_label_video_object_detection_operation_metadata
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1alpha1LabelVideoObjectDetectionOperationMetadata/basicConfig": basic_config
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1alpha1LabelVideoObjectTrackingOperationMetadata": google_cloud_datalabeling_v1alpha1_label_video_object_tracking_operation_metadata
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1alpha1LabelVideoObjectTrackingOperationMetadata/basicConfig": basic_config
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1alpha1OutputConfig": google_cloud_datalabeling_v1alpha1_output_config
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1alpha1OutputConfig/gcsDestination": gcs_destination
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1alpha1OutputConfig/gcsFolderDestination": gcs_folder_destination
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1AnnotatedDataset": google_cloud_datalabeling_v1beta1_annotated_dataset
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1AnnotatedDataset/annotationSource": annotation_source
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1AnnotatedDataset/annotationType": annotation_type
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1AnnotatedDataset/blockingResources": blocking_resources
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1AnnotatedDataset/blockingResources/blocking_resource": blocking_resource
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1AnnotatedDataset/completedExampleCount": completed_example_count
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1AnnotatedDataset/createTime": create_time
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1AnnotatedDataset/description": description
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1AnnotatedDataset/displayName": display_name
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1AnnotatedDataset/exampleCount": example_count
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1AnnotatedDataset/labelStats": label_stats
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1AnnotatedDataset/metadata": metadata
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1AnnotatedDataset/name": name
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1AnnotatedDatasetMetadata": google_cloud_datalabeling_v1beta1_annotated_dataset_metadata
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1AnnotatedDatasetMetadata/boundingPolyConfig": bounding_poly_config
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1AnnotatedDatasetMetadata/eventConfig": event_config
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1AnnotatedDatasetMetadata/humanAnnotationConfig": human_annotation_config
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1AnnotatedDatasetMetadata/imageClassificationConfig": image_classification_config
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1AnnotatedDatasetMetadata/objectDetectionConfig": object_detection_config
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1AnnotatedDatasetMetadata/objectTrackingConfig": object_tracking_config
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1AnnotatedDatasetMetadata/polylineConfig": polyline_config
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1AnnotatedDatasetMetadata/segmentationConfig": segmentation_config
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1AnnotatedDatasetMetadata/textClassificationConfig": text_classification_config
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1AnnotatedDatasetMetadata/textEntityExtractionConfig": text_entity_extraction_config
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1AnnotatedDatasetMetadata/videoClassificationConfig": video_classification_config
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1Annotation": google_cloud_datalabeling_v1beta1_annotation
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1Annotation/annotationMetadata": annotation_metadata
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1Annotation/annotationSentiment": annotation_sentiment
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1Annotation/annotationSource": annotation_source
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1Annotation/annotationValue": annotation_value
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1Annotation/name": name
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1AnnotationMetadata": google_cloud_datalabeling_v1beta1_annotation_metadata
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1AnnotationMetadata/operatorMetadata": operator_metadata
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1AnnotationSpec": google_cloud_datalabeling_v1beta1_annotation_spec
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1AnnotationSpec/description": description
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1AnnotationSpec/displayName": display_name
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1AnnotationSpec/index": index
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1AnnotationSpecSet": google_cloud_datalabeling_v1beta1_annotation_spec_set
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1AnnotationSpecSet/annotationSpecs": annotation_specs
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1AnnotationSpecSet/annotationSpecs/annotation_spec": annotation_spec
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1AnnotationSpecSet/blockingResources": blocking_resources
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1AnnotationSpecSet/blockingResources/blocking_resource": blocking_resource
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1AnnotationSpecSet/description": description
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1AnnotationSpecSet/displayName": display_name
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1AnnotationSpecSet/name": name
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1AnnotationSpecSetConfig": google_cloud_datalabeling_v1beta1_annotation_spec_set_config
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1AnnotationSpecSetConfig/allowMultiLabel": allow_multi_label
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1AnnotationSpecSetConfig/annotationSpecSet": annotation_spec_set
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1AnnotationValue": google_cloud_datalabeling_v1beta1_annotation_value
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1AnnotationValue/imageBoundingPolyAnnotation": image_bounding_poly_annotation
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1AnnotationValue/imageClassificationAnnotation": image_classification_annotation
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1AnnotationValue/imagePolylineAnnotation": image_polyline_annotation
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1AnnotationValue/imageSegmentationAnnotation": image_segmentation_annotation
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1AnnotationValue/textClassificationAnnotation": text_classification_annotation
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1AnnotationValue/textEntityExtractionAnnotation": text_entity_extraction_annotation
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1AnnotationValue/videoClassificationAnnotation": video_classification_annotation
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1AnnotationValue/videoEventAnnotation": video_event_annotation
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1AnnotationValue/videoObjectTrackingAnnotation": video_object_tracking_annotation
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1Attempt": google_cloud_datalabeling_v1beta1_attempt
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1Attempt/attemptTime": attempt_time
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1Attempt/partialFailures": partial_failures
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1Attempt/partialFailures/partial_failure": partial_failure
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1BigQuerySource": google_cloud_datalabeling_v1beta1_big_query_source
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1BigQuerySource/inputUri": input_uri
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1BoundingBoxEvaluationOptions": google_cloud_datalabeling_v1beta1_bounding_box_evaluation_options
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1BoundingBoxEvaluationOptions/iouThreshold": iou_threshold
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1BoundingPoly": google_cloud_datalabeling_v1beta1_bounding_poly
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1BoundingPoly/vertices": vertices
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1BoundingPoly/vertices/vertex": vertex
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1BoundingPolyConfig": google_cloud_datalabeling_v1beta1_bounding_poly_config
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1BoundingPolyConfig/annotationSpecSet": annotation_spec_set
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1BoundingPolyConfig/instructionMessage": instruction_message
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1ClassificationMetadata": google_cloud_datalabeling_v1beta1_classification_metadata
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1ClassificationMetadata/isMultiLabel": is_multi_label
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1ClassificationMetrics": google_cloud_datalabeling_v1beta1_classification_metrics
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1ClassificationMetrics/confusionMatrix": confusion_matrix
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1ClassificationMetrics/prCurve": pr_curve
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1ConfidenceMetricsEntry": google_cloud_datalabeling_v1beta1_confidence_metrics_entry
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1ConfidenceMetricsEntry/confidenceThreshold": confidence_threshold
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1ConfidenceMetricsEntry/f1Score": f1_score
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1ConfidenceMetricsEntry/f1ScoreAt1": f1_score_at1
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1ConfidenceMetricsEntry/f1ScoreAt5": f1_score_at5
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1ConfidenceMetricsEntry/precision": precision
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1ConfidenceMetricsEntry/precisionAt1": precision_at1
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1ConfidenceMetricsEntry/precisionAt5": precision_at5
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1ConfidenceMetricsEntry/recall": recall
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1ConfidenceMetricsEntry/recallAt1": recall_at1
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1ConfidenceMetricsEntry/recallAt5": recall_at5
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1ConfusionMatrix": google_cloud_datalabeling_v1beta1_confusion_matrix
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1ConfusionMatrix/row": row
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1ConfusionMatrix/row/row": row
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1ConfusionMatrixEntry": google_cloud_datalabeling_v1beta1_confusion_matrix_entry
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1ConfusionMatrixEntry/annotationSpec": annotation_spec
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1ConfusionMatrixEntry/itemCount": item_count
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1CreateAnnotationSpecSetRequest": google_cloud_datalabeling_v1beta1_create_annotation_spec_set_request
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1CreateAnnotationSpecSetRequest/annotationSpecSet": annotation_spec_set
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1CreateDatasetRequest": google_cloud_datalabeling_v1beta1_create_dataset_request
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1CreateDatasetRequest/dataset": dataset
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1CreateEvaluationJobRequest": google_cloud_datalabeling_v1beta1_create_evaluation_job_request
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1CreateEvaluationJobRequest/job": job
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1CreateInstructionMetadata": google_cloud_datalabeling_v1beta1_create_instruction_metadata
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1CreateInstructionMetadata/createTime": create_time
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1CreateInstructionMetadata/instruction": instruction
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1CreateInstructionMetadata/partialFailures": partial_failures
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1CreateInstructionMetadata/partialFailures/partial_failure": partial_failure
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1CreateInstructionRequest": google_cloud_datalabeling_v1beta1_create_instruction_request
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1CreateInstructionRequest/instruction": instruction
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1CsvInstruction": google_cloud_datalabeling_v1beta1_csv_instruction
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1CsvInstruction/gcsFileUri": gcs_file_uri
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1DataItem": google_cloud_datalabeling_v1beta1_data_item
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1DataItem/imagePayload": image_payload
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1DataItem/name": name
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+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1LabelStats/exampleCount": example_count
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1LabelStats/exampleCount/example_count": example_count
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1LabelTextClassificationOperationMetadata": google_cloud_datalabeling_v1beta1_label_text_classification_operation_metadata
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1LabelTextClassificationOperationMetadata/basicConfig": basic_config
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1LabelTextEntityExtractionOperationMetadata": google_cloud_datalabeling_v1beta1_label_text_entity_extraction_operation_metadata
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1LabelTextEntityExtractionOperationMetadata/basicConfig": basic_config
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1LabelTextRequest": google_cloud_datalabeling_v1beta1_label_text_request
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1LabelTextRequest/basicConfig": basic_config
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1LabelTextRequest/feature": feature
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1LabelTextRequest/textClassificationConfig": text_classification_config
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1LabelTextRequest/textEntityExtractionConfig": text_entity_extraction_config
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1LabelVideoClassificationOperationMetadata": google_cloud_datalabeling_v1beta1_label_video_classification_operation_metadata
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1LabelVideoClassificationOperationMetadata/basicConfig": basic_config
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1LabelVideoEventOperationMetadata": google_cloud_datalabeling_v1beta1_label_video_event_operation_metadata
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1LabelVideoEventOperationMetadata/basicConfig": basic_config
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1LabelVideoObjectDetectionOperationMetadata": google_cloud_datalabeling_v1beta1_label_video_object_detection_operation_metadata
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1LabelVideoObjectDetectionOperationMetadata/basicConfig": basic_config
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1LabelVideoObjectTrackingOperationMetadata": google_cloud_datalabeling_v1beta1_label_video_object_tracking_operation_metadata
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1LabelVideoObjectTrackingOperationMetadata/basicConfig": basic_config
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1LabelVideoRequest": google_cloud_datalabeling_v1beta1_label_video_request
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1LabelVideoRequest/basicConfig": basic_config
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1LabelVideoRequest/eventConfig": event_config
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1LabelVideoRequest/feature": feature
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1LabelVideoRequest/objectDetectionConfig": object_detection_config
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1LabelVideoRequest/objectTrackingConfig": object_tracking_config
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1LabelVideoRequest/videoClassificationConfig": video_classification_config
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1ListAnnotatedDatasetsResponse": google_cloud_datalabeling_v1beta1_list_annotated_datasets_response
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1ListAnnotatedDatasetsResponse/annotatedDatasets": annotated_datasets
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1ListAnnotatedDatasetsResponse/annotatedDatasets/annotated_dataset": annotated_dataset
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1ListAnnotatedDatasetsResponse/nextPageToken": next_page_token
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1ListAnnotationSpecSetsResponse": google_cloud_datalabeling_v1beta1_list_annotation_spec_sets_response
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1ListAnnotationSpecSetsResponse/annotationSpecSets": annotation_spec_sets
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1ListAnnotationSpecSetsResponse/annotationSpecSets/annotation_spec_set": annotation_spec_set
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1ListAnnotationSpecSetsResponse/nextPageToken": next_page_token
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1ListDataItemsResponse": google_cloud_datalabeling_v1beta1_list_data_items_response
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1ListDataItemsResponse/dataItems": data_items
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1ListDataItemsResponse/dataItems/data_item": data_item
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1ListDataItemsResponse/nextPageToken": next_page_token
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1ListDatasetsResponse": google_cloud_datalabeling_v1beta1_list_datasets_response
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1ListDatasetsResponse/datasets": datasets
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1ListDatasetsResponse/datasets/dataset": dataset
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1ListDatasetsResponse/nextPageToken": next_page_token
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1ListEvaluationJobsResponse": google_cloud_datalabeling_v1beta1_list_evaluation_jobs_response
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1ListEvaluationJobsResponse/evaluationJobs": evaluation_jobs
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1ListEvaluationJobsResponse/evaluationJobs/evaluation_job": evaluation_job
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1ListEvaluationJobsResponse/nextPageToken": next_page_token
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1ListExamplesResponse": google_cloud_datalabeling_v1beta1_list_examples_response
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1ListExamplesResponse/examples": examples
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1ListExamplesResponse/examples/example": example
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1ListExamplesResponse/nextPageToken": next_page_token
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1ListFeedbackMessagesResponse": google_cloud_datalabeling_v1beta1_list_feedback_messages_response
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1ListFeedbackMessagesResponse/feedbackMessages": feedback_messages
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1ListFeedbackMessagesResponse/feedbackMessages/feedback_message": feedback_message
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1ListFeedbackMessagesResponse/nextPageToken": next_page_token
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1ListFeedbackThreadsResponse": google_cloud_datalabeling_v1beta1_list_feedback_threads_response
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1ListFeedbackThreadsResponse/feedbackThreads": feedback_threads
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1ListFeedbackThreadsResponse/feedbackThreads/feedback_thread": feedback_thread
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1ListFeedbackThreadsResponse/nextPageToken": next_page_token
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1ListInstructionsResponse": google_cloud_datalabeling_v1beta1_list_instructions_response
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1ListInstructionsResponse/instructions": instructions
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1ListInstructionsResponse/instructions/instruction": instruction
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1ListInstructionsResponse/nextPageToken": next_page_token
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1NormalizedBoundingPoly": google_cloud_datalabeling_v1beta1_normalized_bounding_poly
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1NormalizedBoundingPoly/normalizedVertices": normalized_vertices
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1NormalizedBoundingPoly/normalizedVertices/normalized_vertex": normalized_vertex
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1NormalizedPolyline": google_cloud_datalabeling_v1beta1_normalized_polyline
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1NormalizedPolyline/normalizedVertices": normalized_vertices
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1NormalizedPolyline/normalizedVertices/normalized_vertex": normalized_vertex
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1NormalizedVertex": google_cloud_datalabeling_v1beta1_normalized_vertex
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1NormalizedVertex/x": x
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1NormalizedVertex/y": y
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1ObjectDetectionConfig": google_cloud_datalabeling_v1beta1_object_detection_config
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1ObjectDetectionConfig/annotationSpecSet": annotation_spec_set
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1ObjectDetectionConfig/extractionFrameRate": extraction_frame_rate
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1ObjectDetectionMetrics": google_cloud_datalabeling_v1beta1_object_detection_metrics
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1ObjectDetectionMetrics/prCurve": pr_curve
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1ObjectTrackingConfig": google_cloud_datalabeling_v1beta1_object_tracking_config
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1ObjectTrackingConfig/annotationSpecSet": annotation_spec_set
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1ObjectTrackingConfig/clipLength": clip_length
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1ObjectTrackingConfig/overlapLength": overlap_length
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1ObjectTrackingFrame": google_cloud_datalabeling_v1beta1_object_tracking_frame
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1ObjectTrackingFrame/boundingPoly": bounding_poly
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1ObjectTrackingFrame/normalizedBoundingPoly": normalized_bounding_poly
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1ObjectTrackingFrame/timeOffset": time_offset
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1OperatorFeedbackMetadata": google_cloud_datalabeling_v1beta1_operator_feedback_metadata
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1OperatorMetadata": google_cloud_datalabeling_v1beta1_operator_metadata
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1OperatorMetadata/comments": comments
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1OperatorMetadata/comments/comment": comment
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1OperatorMetadata/labelVotes": label_votes
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1OperatorMetadata/score": score
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1OperatorMetadata/totalVotes": total_votes
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1OutputConfig": google_cloud_datalabeling_v1beta1_output_config
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1OutputConfig/gcsDestination": gcs_destination
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1OutputConfig/gcsFolderDestination": gcs_folder_destination
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1PauseEvaluationJobRequest": google_cloud_datalabeling_v1beta1_pause_evaluation_job_request
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1PdfInstruction": google_cloud_datalabeling_v1beta1_pdf_instruction
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1PdfInstruction/gcsFileUri": gcs_file_uri
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1Polyline": google_cloud_datalabeling_v1beta1_polyline
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1Polyline/vertices": vertices
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1Polyline/vertices/vertex": vertex
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1PolylineConfig": google_cloud_datalabeling_v1beta1_polyline_config
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1PolylineConfig/annotationSpecSet": annotation_spec_set
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1PolylineConfig/instructionMessage": instruction_message
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1PrCurve": google_cloud_datalabeling_v1beta1_pr_curve
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1PrCurve/annotationSpec": annotation_spec
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1PrCurve/areaUnderCurve": area_under_curve
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1PrCurve/confidenceMetricsEntries": confidence_metrics_entries
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1PrCurve/confidenceMetricsEntries/confidence_metrics_entry": confidence_metrics_entry
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1PrCurve/meanAveragePrecision": mean_average_precision
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1RequesterFeedbackMetadata": google_cloud_datalabeling_v1beta1_requester_feedback_metadata
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1ResumeEvaluationJobRequest": google_cloud_datalabeling_v1beta1_resume_evaluation_job_request
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1Row": google_cloud_datalabeling_v1beta1_row
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1Row/annotationSpec": annotation_spec
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1Row/entries": entries
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1Row/entries/entry": entry
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1SearchEvaluationsResponse": google_cloud_datalabeling_v1beta1_search_evaluations_response
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1SearchEvaluationsResponse/evaluations": evaluations
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1SearchEvaluationsResponse/evaluations/evaluation": evaluation
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1SearchEvaluationsResponse/nextPageToken": next_page_token
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1SearchExampleComparisonsRequest": google_cloud_datalabeling_v1beta1_search_example_comparisons_request
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1SearchExampleComparisonsRequest/pageSize": page_size
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1SearchExampleComparisonsRequest/pageToken": page_token
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1SearchExampleComparisonsResponse": google_cloud_datalabeling_v1beta1_search_example_comparisons_response
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1SearchExampleComparisonsResponse/exampleComparisons": example_comparisons
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1SearchExampleComparisonsResponse/exampleComparisons/example_comparison": example_comparison
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1SearchExampleComparisonsResponse/nextPageToken": next_page_token
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1SegmentationConfig": google_cloud_datalabeling_v1beta1_segmentation_config
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1SegmentationConfig/annotationSpecSet": annotation_spec_set
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1SegmentationConfig/instructionMessage": instruction_message
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1SentimentConfig": google_cloud_datalabeling_v1beta1_sentiment_config
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1SentimentConfig/enableLabelSentimentSelection": enable_label_sentiment_selection
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1SequentialSegment": google_cloud_datalabeling_v1beta1_sequential_segment
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1SequentialSegment/end": end
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1SequentialSegment/start": start
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1TextClassificationAnnotation": google_cloud_datalabeling_v1beta1_text_classification_annotation
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1TextClassificationAnnotation/annotationSpec": annotation_spec
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1TextClassificationConfig": google_cloud_datalabeling_v1beta1_text_classification_config
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1TextClassificationConfig/allowMultiLabel": allow_multi_label
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1TextClassificationConfig/annotationSpecSet": annotation_spec_set
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1TextClassificationConfig/sentimentConfig": sentiment_config
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1TextEntityExtractionAnnotation": google_cloud_datalabeling_v1beta1_text_entity_extraction_annotation
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1TextEntityExtractionAnnotation/annotationSpec": annotation_spec
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1TextEntityExtractionAnnotation/sequentialSegment": sequential_segment
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1TextEntityExtractionConfig": google_cloud_datalabeling_v1beta1_text_entity_extraction_config
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1TextEntityExtractionConfig/annotationSpecSet": annotation_spec_set
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1TextMetadata": google_cloud_datalabeling_v1beta1_text_metadata
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1TextMetadata/languageCode": language_code
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1TextPayload": google_cloud_datalabeling_v1beta1_text_payload
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1TextPayload/textContent": text_content
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1TimeSegment": google_cloud_datalabeling_v1beta1_time_segment
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1TimeSegment/endTimeOffset": end_time_offset
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1TimeSegment/startTimeOffset": start_time_offset
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1Vertex": google_cloud_datalabeling_v1beta1_vertex
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1Vertex/x": x
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1Vertex/y": y
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1VideoClassificationAnnotation": google_cloud_datalabeling_v1beta1_video_classification_annotation
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1VideoClassificationAnnotation/annotationSpec": annotation_spec
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1VideoClassificationAnnotation/timeSegment": time_segment
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1VideoClassificationConfig": google_cloud_datalabeling_v1beta1_video_classification_config
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1VideoClassificationConfig/annotationSpecSetConfigs": annotation_spec_set_configs
+? "/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1VideoClassificationConfig/annotationSpecSetConfigs/annotation_spec_set_config"
+: annotation_spec_set_config
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1VideoClassificationConfig/applyShotDetection": apply_shot_detection
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1VideoEventAnnotation": google_cloud_datalabeling_v1beta1_video_event_annotation
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1VideoEventAnnotation/annotationSpec": annotation_spec
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1VideoEventAnnotation/timeSegment": time_segment
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1VideoObjectTrackingAnnotation": google_cloud_datalabeling_v1beta1_video_object_tracking_annotation
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1VideoObjectTrackingAnnotation/annotationSpec": annotation_spec
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1VideoObjectTrackingAnnotation/objectTrackingFrames": object_tracking_frames
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1VideoObjectTrackingAnnotation/objectTrackingFrames/object_tracking_frame": object_tracking_frame
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1VideoObjectTrackingAnnotation/timeSegment": time_segment
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1VideoPayload": google_cloud_datalabeling_v1beta1_video_payload
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1VideoPayload/frameRate": frame_rate
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1VideoPayload/mimeType": mime_type
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1VideoPayload/signedUri": signed_uri
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1VideoPayload/videoThumbnails": video_thumbnails
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1VideoPayload/videoThumbnails/video_thumbnail": video_thumbnail
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1VideoPayload/videoUri": video_uri
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1VideoThumbnail": google_cloud_datalabeling_v1beta1_video_thumbnail
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1VideoThumbnail/thumbnail": thumbnail
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1beta1VideoThumbnail/timeOffset": time_offset
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1p1alpha1CreateInstructionMetadata": google_cloud_datalabeling_v1p1alpha1_create_instruction_metadata
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1p1alpha1CreateInstructionMetadata/createTime": create_time
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1p1alpha1CreateInstructionMetadata/instruction": instruction
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1p1alpha1CreateInstructionMetadata/partialFailures": partial_failures
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1p1alpha1CreateInstructionMetadata/partialFailures/partial_failure": partial_failure
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1p1alpha1ExportDataOperationMetadata": google_cloud_datalabeling_v1p1alpha1_export_data_operation_metadata
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1p1alpha1ExportDataOperationMetadata/annotatedDataset": annotated_dataset
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1p1alpha1ExportDataOperationMetadata/createTime": create_time
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1p1alpha1ExportDataOperationMetadata/dataset": dataset
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1p1alpha1ExportDataOperationMetadata/partialFailures": partial_failures
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1p1alpha1ExportDataOperationMetadata/partialFailures/partial_failure": partial_failure
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1p1alpha1ExportDataOperationResponse": google_cloud_datalabeling_v1p1alpha1_export_data_operation_response
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1p1alpha1ExportDataOperationResponse/annotatedDataset": annotated_dataset
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1p1alpha1ExportDataOperationResponse/dataset": dataset
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1p1alpha1ExportDataOperationResponse/exportCount": export_count
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1p1alpha1ExportDataOperationResponse/labelStats": label_stats
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1p1alpha1ExportDataOperationResponse/outputConfig": output_config
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1p1alpha1ExportDataOperationResponse/totalCount": total_count
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1p1alpha1GcsDestination": google_cloud_datalabeling_v1p1alpha1_gcs_destination
+"/datalabeling:v1beta1/GoogleCloudDatalabelingV1p1alpha1GcsDestination/mimeType": mime_type
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+"/datalabeling:v1beta1/datalabeling.projects.annotationSpecSets.list/pageToken": page_token
+"/datalabeling:v1beta1/datalabeling.projects.annotationSpecSets.list/parent": parent
+"/datalabeling:v1beta1/datalabeling.projects.datasets.annotatedDatasets.dataItems.get": get_project_dataset_annotated_dataset_data_item
+"/datalabeling:v1beta1/datalabeling.projects.datasets.annotatedDatasets.dataItems.get/name": name
+"/datalabeling:v1beta1/datalabeling.projects.datasets.annotatedDatasets.dataItems.list": list_project_dataset_annotated_dataset_data_items
+"/datalabeling:v1beta1/datalabeling.projects.datasets.annotatedDatasets.dataItems.list/filter": filter
+"/datalabeling:v1beta1/datalabeling.projects.datasets.annotatedDatasets.dataItems.list/pageSize": page_size
+"/datalabeling:v1beta1/datalabeling.projects.datasets.annotatedDatasets.dataItems.list/pageToken": page_token
+"/datalabeling:v1beta1/datalabeling.projects.datasets.annotatedDatasets.dataItems.list/parent": parent
+"/datalabeling:v1beta1/datalabeling.projects.datasets.annotatedDatasets.delete": delete_project_dataset_annotated_dataset
+"/datalabeling:v1beta1/datalabeling.projects.datasets.annotatedDatasets.delete/name": name
+"/datalabeling:v1beta1/datalabeling.projects.datasets.annotatedDatasets.examples.get": get_project_dataset_annotated_dataset_example
+"/datalabeling:v1beta1/datalabeling.projects.datasets.annotatedDatasets.examples.get/filter": filter
+"/datalabeling:v1beta1/datalabeling.projects.datasets.annotatedDatasets.examples.get/name": name
+"/datalabeling:v1beta1/datalabeling.projects.datasets.annotatedDatasets.examples.list": list_project_dataset_annotated_dataset_examples
+"/datalabeling:v1beta1/datalabeling.projects.datasets.annotatedDatasets.examples.list/filter": filter
+"/datalabeling:v1beta1/datalabeling.projects.datasets.annotatedDatasets.examples.list/pageSize": page_size
+"/datalabeling:v1beta1/datalabeling.projects.datasets.annotatedDatasets.examples.list/pageToken": page_token
+"/datalabeling:v1beta1/datalabeling.projects.datasets.annotatedDatasets.examples.list/parent": parent
+"/datalabeling:v1beta1/datalabeling.projects.datasets.annotatedDatasets.feedbackThreads.delete": delete_project_dataset_annotated_dataset_feedback_thread
+"/datalabeling:v1beta1/datalabeling.projects.datasets.annotatedDatasets.feedbackThreads.delete/name": name
+"/datalabeling:v1beta1/datalabeling.projects.datasets.annotatedDatasets.feedbackThreads.feedbackMessages.create": create_project_dataset_annotated_dataset_feedback_thread_feedback_message
+"/datalabeling:v1beta1/datalabeling.projects.datasets.annotatedDatasets.feedbackThreads.feedbackMessages.create/parent": parent
+"/datalabeling:v1beta1/datalabeling.projects.datasets.annotatedDatasets.feedbackThreads.feedbackMessages.delete": delete_project_dataset_annotated_dataset_feedback_thread_feedback_message
+"/datalabeling:v1beta1/datalabeling.projects.datasets.annotatedDatasets.feedbackThreads.feedbackMessages.delete/name": name
+"/datalabeling:v1beta1/datalabeling.projects.datasets.annotatedDatasets.feedbackThreads.feedbackMessages.get": get_project_dataset_annotated_dataset_feedback_thread_feedback_message
+"/datalabeling:v1beta1/datalabeling.projects.datasets.annotatedDatasets.feedbackThreads.feedbackMessages.get/name": name
+"/datalabeling:v1beta1/datalabeling.projects.datasets.annotatedDatasets.feedbackThreads.feedbackMessages.list": list_project_dataset_annotated_dataset_feedback_thread_feedback_messages
+"/datalabeling:v1beta1/datalabeling.projects.datasets.annotatedDatasets.feedbackThreads.feedbackMessages.list/pageSize": page_size
+"/datalabeling:v1beta1/datalabeling.projects.datasets.annotatedDatasets.feedbackThreads.feedbackMessages.list/pageToken": page_token
+"/datalabeling:v1beta1/datalabeling.projects.datasets.annotatedDatasets.feedbackThreads.feedbackMessages.list/parent": parent
+"/datalabeling:v1beta1/datalabeling.projects.datasets.annotatedDatasets.feedbackThreads.get": get_project_dataset_annotated_dataset_feedback_thread
+"/datalabeling:v1beta1/datalabeling.projects.datasets.annotatedDatasets.feedbackThreads.get/name": name
+"/datalabeling:v1beta1/datalabeling.projects.datasets.annotatedDatasets.feedbackThreads.list": list_project_dataset_annotated_dataset_feedback_threads
+"/datalabeling:v1beta1/datalabeling.projects.datasets.annotatedDatasets.feedbackThreads.list/pageSize": page_size
+"/datalabeling:v1beta1/datalabeling.projects.datasets.annotatedDatasets.feedbackThreads.list/pageToken": page_token
+"/datalabeling:v1beta1/datalabeling.projects.datasets.annotatedDatasets.feedbackThreads.list/parent": parent
+"/datalabeling:v1beta1/datalabeling.projects.datasets.annotatedDatasets.get": get_project_dataset_annotated_dataset
+"/datalabeling:v1beta1/datalabeling.projects.datasets.annotatedDatasets.get/name": name
+"/datalabeling:v1beta1/datalabeling.projects.datasets.annotatedDatasets.list": list_project_dataset_annotated_datasets
+"/datalabeling:v1beta1/datalabeling.projects.datasets.annotatedDatasets.list/filter": filter
+"/datalabeling:v1beta1/datalabeling.projects.datasets.annotatedDatasets.list/pageSize": page_size
+"/datalabeling:v1beta1/datalabeling.projects.datasets.annotatedDatasets.list/pageToken": page_token
+"/datalabeling:v1beta1/datalabeling.projects.datasets.annotatedDatasets.list/parent": parent
+"/datalabeling:v1beta1/datalabeling.projects.datasets.create": create_project_dataset
+"/datalabeling:v1beta1/datalabeling.projects.datasets.create/parent": parent
+"/datalabeling:v1beta1/datalabeling.projects.datasets.dataItems.get": get_project_dataset_data_item
+"/datalabeling:v1beta1/datalabeling.projects.datasets.dataItems.get/name": name
+"/datalabeling:v1beta1/datalabeling.projects.datasets.dataItems.list": list_project_dataset_data_items
+"/datalabeling:v1beta1/datalabeling.projects.datasets.dataItems.list/filter": filter
+"/datalabeling:v1beta1/datalabeling.projects.datasets.dataItems.list/pageSize": page_size
+"/datalabeling:v1beta1/datalabeling.projects.datasets.dataItems.list/pageToken": page_token
+"/datalabeling:v1beta1/datalabeling.projects.datasets.dataItems.list/parent": parent
+"/datalabeling:v1beta1/datalabeling.projects.datasets.delete": delete_project_dataset
+"/datalabeling:v1beta1/datalabeling.projects.datasets.delete/name": name
+"/datalabeling:v1beta1/datalabeling.projects.datasets.evaluations.exampleComparisons.search": search_project_dataset_evaluation_example_comparisons
+"/datalabeling:v1beta1/datalabeling.projects.datasets.evaluations.exampleComparisons.search/parent": parent
+"/datalabeling:v1beta1/datalabeling.projects.datasets.evaluations.get": get_project_dataset_evaluation
+"/datalabeling:v1beta1/datalabeling.projects.datasets.evaluations.get/name": name
+"/datalabeling:v1beta1/datalabeling.projects.datasets.exportData": export_project_dataset_data
+"/datalabeling:v1beta1/datalabeling.projects.datasets.exportData/name": name
+"/datalabeling:v1beta1/datalabeling.projects.datasets.get": get_project_dataset
+"/datalabeling:v1beta1/datalabeling.projects.datasets.get/name": name
+"/datalabeling:v1beta1/datalabeling.projects.datasets.image.label": label_project_dataset_image
+"/datalabeling:v1beta1/datalabeling.projects.datasets.image.label/parent": parent
+"/datalabeling:v1beta1/datalabeling.projects.datasets.importData": import_project_dataset_data
+"/datalabeling:v1beta1/datalabeling.projects.datasets.importData/name": name
+"/datalabeling:v1beta1/datalabeling.projects.datasets.list": list_project_datasets
+"/datalabeling:v1beta1/datalabeling.projects.datasets.list/filter": filter
+"/datalabeling:v1beta1/datalabeling.projects.datasets.list/pageSize": page_size
+"/datalabeling:v1beta1/datalabeling.projects.datasets.list/pageToken": page_token
+"/datalabeling:v1beta1/datalabeling.projects.datasets.list/parent": parent
+"/datalabeling:v1beta1/datalabeling.projects.datasets.text.label": label_project_dataset_text
+"/datalabeling:v1beta1/datalabeling.projects.datasets.text.label/parent": parent
+"/datalabeling:v1beta1/datalabeling.projects.datasets.video.label": label_project_dataset_video
+"/datalabeling:v1beta1/datalabeling.projects.datasets.video.label/parent": parent
+"/datalabeling:v1beta1/datalabeling.projects.evaluationJobs.create": create_project_evaluation_job
+"/datalabeling:v1beta1/datalabeling.projects.evaluationJobs.create/parent": parent
+"/datalabeling:v1beta1/datalabeling.projects.evaluationJobs.delete": delete_project_evaluation_job
+"/datalabeling:v1beta1/datalabeling.projects.evaluationJobs.delete/name": name
+"/datalabeling:v1beta1/datalabeling.projects.evaluationJobs.get": get_project_evaluation_job
+"/datalabeling:v1beta1/datalabeling.projects.evaluationJobs.get/name": name
+"/datalabeling:v1beta1/datalabeling.projects.evaluationJobs.list": list_project_evaluation_jobs
+"/datalabeling:v1beta1/datalabeling.projects.evaluationJobs.list/filter": filter
+"/datalabeling:v1beta1/datalabeling.projects.evaluationJobs.list/pageSize": page_size
+"/datalabeling:v1beta1/datalabeling.projects.evaluationJobs.list/pageToken": page_token
+"/datalabeling:v1beta1/datalabeling.projects.evaluationJobs.list/parent": parent
+"/datalabeling:v1beta1/datalabeling.projects.evaluationJobs.patch": patch_project_evaluation_job
+"/datalabeling:v1beta1/datalabeling.projects.evaluationJobs.patch/name": name
+"/datalabeling:v1beta1/datalabeling.projects.evaluationJobs.patch/updateMask": update_mask
+"/datalabeling:v1beta1/datalabeling.projects.evaluationJobs.pause": pause_project_evaluation_job
+"/datalabeling:v1beta1/datalabeling.projects.evaluationJobs.pause/name": name
+"/datalabeling:v1beta1/datalabeling.projects.evaluationJobs.resume": resume_project_evaluation_job
+"/datalabeling:v1beta1/datalabeling.projects.evaluationJobs.resume/name": name
+"/datalabeling:v1beta1/datalabeling.projects.evaluations.search": search_project_evaluations
+"/datalabeling:v1beta1/datalabeling.projects.evaluations.search/filter": filter
+"/datalabeling:v1beta1/datalabeling.projects.evaluations.search/pageSize": page_size
+"/datalabeling:v1beta1/datalabeling.projects.evaluations.search/pageToken": page_token
+"/datalabeling:v1beta1/datalabeling.projects.evaluations.search/parent": parent
+"/datalabeling:v1beta1/datalabeling.projects.instructions.create": create_project_instruction
+"/datalabeling:v1beta1/datalabeling.projects.instructions.create/parent": parent
+"/datalabeling:v1beta1/datalabeling.projects.instructions.delete": delete_project_instruction
+"/datalabeling:v1beta1/datalabeling.projects.instructions.delete/name": name
+"/datalabeling:v1beta1/datalabeling.projects.instructions.get": get_project_instruction
+"/datalabeling:v1beta1/datalabeling.projects.instructions.get/name": name
+"/datalabeling:v1beta1/datalabeling.projects.instructions.list": list_project_instructions
+"/datalabeling:v1beta1/datalabeling.projects.instructions.list/filter": filter
+"/datalabeling:v1beta1/datalabeling.projects.instructions.list/pageSize": page_size
+"/datalabeling:v1beta1/datalabeling.projects.instructions.list/pageToken": page_token
+"/datalabeling:v1beta1/datalabeling.projects.instructions.list/parent": parent
+"/datalabeling:v1beta1/datalabeling.projects.operations.cancel": cancel_project_operation
+"/datalabeling:v1beta1/datalabeling.projects.operations.cancel/name": name
+"/datalabeling:v1beta1/datalabeling.projects.operations.delete": delete_project_operation
+"/datalabeling:v1beta1/datalabeling.projects.operations.delete/name": name
+"/datalabeling:v1beta1/datalabeling.projects.operations.get": get_project_operation
+"/datalabeling:v1beta1/datalabeling.projects.operations.get/name": name
+"/datalabeling:v1beta1/datalabeling.projects.operations.list": list_project_operations
+"/datalabeling:v1beta1/datalabeling.projects.operations.list/filter": filter
+"/datalabeling:v1beta1/datalabeling.projects.operations.list/name": name
+"/datalabeling:v1beta1/datalabeling.projects.operations.list/pageSize": page_size
+"/datalabeling:v1beta1/datalabeling.projects.operations.list/pageToken": page_token
+"/datalabeling:v1beta1/fields": fields
+"/datalabeling:v1beta1/key": key
+"/datalabeling:v1beta1/quotaUser": quota_user
 "/dataproc:v1/AcceleratorConfig": accelerator_config
 "/dataproc:v1/AcceleratorConfig/acceleratorCount": accelerator_count
 "/dataproc:v1/AcceleratorConfig/acceleratorTypeUri": accelerator_type_uri
diff --git a/generated/google/apis/datalabeling_v1beta1.rb b/generated/google/apis/datalabeling_v1beta1.rb
new file mode 100644
index 000000000..2993e5612
--- /dev/null
+++ b/generated/google/apis/datalabeling_v1beta1.rb
@@ -0,0 +1,34 @@
+# 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 'google/apis/datalabeling_v1beta1/service.rb'
+require 'google/apis/datalabeling_v1beta1/classes.rb'
+require 'google/apis/datalabeling_v1beta1/representations.rb'
+
+module Google
+  module Apis
+    # Data Labeling API
+    #
+    # Public API for Google Cloud AI Data Labeling Service.
+    #
+    # @see https://cloud.google.com/data-labeling/docs/
+    module DatalabelingV1beta1
+      VERSION = 'V1beta1'
+      REVISION = '20201020'
+
+      # View and manage your data across Google Cloud Platform services
+      AUTH_CLOUD_PLATFORM = 'https://www.googleapis.com/auth/cloud-platform'
+    end
+  end
+end
diff --git a/generated/google/apis/datalabeling_v1beta1/classes.rb b/generated/google/apis/datalabeling_v1beta1/classes.rb
new file mode 100644
index 000000000..1e2fb639c
--- /dev/null
+++ b/generated/google/apis/datalabeling_v1beta1/classes.rb
@@ -0,0 +1,6207 @@
+# 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
diff --git a/generated/google/apis/datalabeling_v1beta1/representations.rb b/generated/google/apis/datalabeling_v1beta1/representations.rb
new file mode 100644
index 000000000..beb9833a2
--- /dev/null
+++ b/generated/google/apis/datalabeling_v1beta1/representations.rb
@@ -0,0 +1,3156 @@
+# 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
+      
+      class GoogleCloudDatalabelingV1alpha1CreateInstructionMetadata
+        class Representation < Google::Apis::Core::JsonRepresentation; end
+      
+        include Google::Apis::Core::JsonObjectSupport
+      end
+      
+      class GoogleCloudDatalabelingV1alpha1ExportDataOperationMetadata
+        class Representation < Google::Apis::Core::JsonRepresentation; end
+      
+        include Google::Apis::Core::JsonObjectSupport
+      end
+      
+      class GoogleCloudDatalabelingV1alpha1ExportDataOperationResponse
+        class Representation < Google::Apis::Core::JsonRepresentation; end
+      
+        include Google::Apis::Core::JsonObjectSupport
+      end
+      
+      class GoogleCloudDatalabelingV1alpha1GcsDestination
+        class Representation < Google::Apis::Core::JsonRepresentation; end
+      
+        include Google::Apis::Core::JsonObjectSupport
+      end
+      
+      class GoogleCloudDatalabelingV1alpha1GcsFolderDestination
+        class Representation < Google::Apis::Core::JsonRepresentation; end
+      
+        include Google::Apis::Core::JsonObjectSupport
+      end
+      
+      class GoogleCloudDatalabelingV1alpha1HumanAnnotationConfig
+        class Representation < Google::Apis::Core::JsonRepresentation; end
+      
+        include Google::Apis::Core::JsonObjectSupport
+      end
+      
+      class GoogleCloudDatalabelingV1alpha1ImportDataOperationMetadata
+        class Representation < Google::Apis::Core::JsonRepresentation; end
+      
+        include Google::Apis::Core::JsonObjectSupport
+      end
+      
+      class GoogleCloudDatalabelingV1alpha1ImportDataOperationResponse
+        class Representation < Google::Apis::Core::JsonRepresentation; end
+      
+        include Google::Apis::Core::JsonObjectSupport
+      end
+      
+      class GoogleCloudDatalabelingV1alpha1LabelImageBoundingBoxOperationMetadata
+        class Representation < Google::Apis::Core::JsonRepresentation; end
+      
+        include Google::Apis::Core::JsonObjectSupport
+      end
+      
+      class GoogleCloudDatalabelingV1alpha1LabelImageBoundingPolyOperationMetadata
+        class Representation < Google::Apis::Core::JsonRepresentation; end
+      
+        include Google::Apis::Core::JsonObjectSupport
+      end
+      
+      class GoogleCloudDatalabelingV1alpha1LabelImageClassificationOperationMetadata
+        class Representation < Google::Apis::Core::JsonRepresentation; end
+      
+        include Google::Apis::Core::JsonObjectSupport
+      end
+      
+      class GoogleCloudDatalabelingV1alpha1LabelImageOrientedBoundingBoxOperationMetadata
+        class Representation < Google::Apis::Core::JsonRepresentation; end
+      
+        include Google::Apis::Core::JsonObjectSupport
+      end
+      
+      class GoogleCloudDatalabelingV1alpha1LabelImagePolylineOperationMetadata
+        class Representation < Google::Apis::Core::JsonRepresentation; end
+      
+        include Google::Apis::Core::JsonObjectSupport
+      end
+      
+      class GoogleCloudDatalabelingV1alpha1LabelImageSegmentationOperationMetadata
+        class Representation < Google::Apis::Core::JsonRepresentation; end
+      
+        include Google::Apis::Core::JsonObjectSupport
+      end
+      
+      class GoogleCloudDatalabelingV1alpha1LabelOperationMetadata
+        class Representation < Google::Apis::Core::JsonRepresentation; end
+      
+        include Google::Apis::Core::JsonObjectSupport
+      end
+      
+      class GoogleCloudDatalabelingV1alpha1LabelStats
+        class Representation < Google::Apis::Core::JsonRepresentation; end
+      
+        include Google::Apis::Core::JsonObjectSupport
+      end
+      
+      class GoogleCloudDatalabelingV1alpha1LabelTextClassificationOperationMetadata
+        class Representation < Google::Apis::Core::JsonRepresentation; end
+      
+        include Google::Apis::Core::JsonObjectSupport
+      end
+      
+      class GoogleCloudDatalabelingV1alpha1LabelTextEntityExtractionOperationMetadata
+        class Representation < Google::Apis::Core::JsonRepresentation; end
+      
+        include Google::Apis::Core::JsonObjectSupport
+      end
+      
+      class GoogleCloudDatalabelingV1alpha1LabelVideoClassificationOperationMetadata
+        class Representation < Google::Apis::Core::JsonRepresentation; end
+      
+        include Google::Apis::Core::JsonObjectSupport
+      end
+      
+      class GoogleCloudDatalabelingV1alpha1LabelVideoEventOperationMetadata
+        class Representation < Google::Apis::Core::JsonRepresentation; end
+      
+        include Google::Apis::Core::JsonObjectSupport
+      end
+      
+      class GoogleCloudDatalabelingV1alpha1LabelVideoObjectDetectionOperationMetadata
+        class Representation < Google::Apis::Core::JsonRepresentation; end
+      
+        include Google::Apis::Core::JsonObjectSupport
+      end
+      
+      class GoogleCloudDatalabelingV1alpha1LabelVideoObjectTrackingOperationMetadata
+        class Representation < Google::Apis::Core::JsonRepresentation; end
+      
+        include Google::Apis::Core::JsonObjectSupport
+      end
+      
+      class GoogleCloudDatalabelingV1alpha1OutputConfig
+        class Representation < Google::Apis::Core::JsonRepresentation; end
+      
+        include Google::Apis::Core::JsonObjectSupport
+      end
+      
+      class GoogleCloudDatalabelingV1beta1AnnotatedDataset
+        class Representation < Google::Apis::Core::JsonRepresentation; end
+      
+        include Google::Apis::Core::JsonObjectSupport
+      end
+      
+      class GoogleCloudDatalabelingV1beta1AnnotatedDatasetMetadata
+        class Representation < Google::Apis::Core::JsonRepresentation; end
+      
+        include Google::Apis::Core::JsonObjectSupport
+      end
+      
+      class GoogleCloudDatalabelingV1beta1Annotation
+        class Representation < Google::Apis::Core::JsonRepresentation; end
+      
+        include Google::Apis::Core::JsonObjectSupport
+      end
+      
+      class GoogleCloudDatalabelingV1beta1AnnotationMetadata
+        class Representation < Google::Apis::Core::JsonRepresentation; end
+      
+        include Google::Apis::Core::JsonObjectSupport
+      end
+      
+      class GoogleCloudDatalabelingV1beta1AnnotationSpec
+        class Representation < Google::Apis::Core::JsonRepresentation; end
+      
+        include Google::Apis::Core::JsonObjectSupport
+      end
+      
+      class GoogleCloudDatalabelingV1beta1AnnotationSpecSet
+        class Representation < Google::Apis::Core::JsonRepresentation; end
+      
+        include Google::Apis::Core::JsonObjectSupport
+      end
+      
+      class GoogleCloudDatalabelingV1beta1AnnotationSpecSetConfig
+        class Representation < Google::Apis::Core::JsonRepresentation; end
+      
+        include Google::Apis::Core::JsonObjectSupport
+      end
+      
+      class GoogleCloudDatalabelingV1beta1AnnotationValue
+        class Representation < Google::Apis::Core::JsonRepresentation; end
+      
+        include Google::Apis::Core::JsonObjectSupport
+      end
+      
+      class GoogleCloudDatalabelingV1beta1Attempt
+        class Representation < Google::Apis::Core::JsonRepresentation; end
+      
+        include Google::Apis::Core::JsonObjectSupport
+      end
+      
+      class GoogleCloudDatalabelingV1beta1BigQuerySource
+        class Representation < Google::Apis::Core::JsonRepresentation; end
+      
+        include Google::Apis::Core::JsonObjectSupport
+      end
+      
+      class GoogleCloudDatalabelingV1beta1BoundingBoxEvaluationOptions
+        class Representation < Google::Apis::Core::JsonRepresentation; end
+      
+        include Google::Apis::Core::JsonObjectSupport
+      end
+      
+      class GoogleCloudDatalabelingV1beta1BoundingPoly
+        class Representation < Google::Apis::Core::JsonRepresentation; end
+      
+        include Google::Apis::Core::JsonObjectSupport
+      end
+      
+      class GoogleCloudDatalabelingV1beta1BoundingPolyConfig
+        class Representation < Google::Apis::Core::JsonRepresentation; end
+      
+        include Google::Apis::Core::JsonObjectSupport
+      end
+      
+      class GoogleCloudDatalabelingV1beta1ClassificationMetadata
+        class Representation < Google::Apis::Core::JsonRepresentation; end
+      
+        include Google::Apis::Core::JsonObjectSupport
+      end
+      
+      class GoogleCloudDatalabelingV1beta1ClassificationMetrics
+        class Representation < Google::Apis::Core::JsonRepresentation; end
+      
+        include Google::Apis::Core::JsonObjectSupport
+      end
+      
+      class GoogleCloudDatalabelingV1beta1ConfidenceMetricsEntry
+        class Representation < Google::Apis::Core::JsonRepresentation; end
+      
+        include Google::Apis::Core::JsonObjectSupport
+      end
+      
+      class GoogleCloudDatalabelingV1beta1ConfusionMatrix
+        class Representation < Google::Apis::Core::JsonRepresentation; end
+      
+        include Google::Apis::Core::JsonObjectSupport
+      end
+      
+      class GoogleCloudDatalabelingV1beta1ConfusionMatrixEntry
+        class Representation < Google::Apis::Core::JsonRepresentation; end
+      
+        include Google::Apis::Core::JsonObjectSupport
+      end
+      
+      class GoogleCloudDatalabelingV1beta1CreateAnnotationSpecSetRequest
+        class Representation < Google::Apis::Core::JsonRepresentation; end
+      
+        include Google::Apis::Core::JsonObjectSupport
+      end
+      
+      class GoogleCloudDatalabelingV1beta1CreateDatasetRequest
+        class Representation < Google::Apis::Core::JsonRepresentation; end
+      
+        include Google::Apis::Core::JsonObjectSupport
+      end
+      
+      class GoogleCloudDatalabelingV1beta1CreateEvaluationJobRequest
+        class Representation < Google::Apis::Core::JsonRepresentation; end
+      
+        include Google::Apis::Core::JsonObjectSupport
+      end
+      
+      class GoogleCloudDatalabelingV1beta1CreateInstructionMetadata
+        class Representation < Google::Apis::Core::JsonRepresentation; end
+      
+        include Google::Apis::Core::JsonObjectSupport
+      end
+      
+      class GoogleCloudDatalabelingV1beta1CreateInstructionRequest
+        class Representation < Google::Apis::Core::JsonRepresentation; end
+      
+        include Google::Apis::Core::JsonObjectSupport
+      end
+      
+      class GoogleCloudDatalabelingV1beta1CsvInstruction
+        class Representation < Google::Apis::Core::JsonRepresentation; end
+      
+        include Google::Apis::Core::JsonObjectSupport
+      end
+      
+      class GoogleCloudDatalabelingV1beta1DataItem
+        class Representation < Google::Apis::Core::JsonRepresentation; end
+      
+        include Google::Apis::Core::JsonObjectSupport
+      end
+      
+      class GoogleCloudDatalabelingV1beta1Dataset
+        class Representation < Google::Apis::Core::JsonRepresentation; end
+      
+        include Google::Apis::Core::JsonObjectSupport
+      end
+      
+      class GoogleCloudDatalabelingV1beta1Evaluation
+        class Representation < Google::Apis::Core::JsonRepresentation; end
+      
+        include Google::Apis::Core::JsonObjectSupport
+      end
+      
+      class GoogleCloudDatalabelingV1beta1EvaluationConfig
+        class Representation < Google::Apis::Core::JsonRepresentation; end
+      
+        include Google::Apis::Core::JsonObjectSupport
+      end
+      
+      class GoogleCloudDatalabelingV1beta1EvaluationJob
+        class Representation < Google::Apis::Core::JsonRepresentation; end
+      
+        include Google::Apis::Core::JsonObjectSupport
+      end
+      
+      class GoogleCloudDatalabelingV1beta1EvaluationJobAlertConfig
+        class Representation < Google::Apis::Core::JsonRepresentation; end
+      
+        include Google::Apis::Core::JsonObjectSupport
+      end
+      
+      class GoogleCloudDatalabelingV1beta1EvaluationJobConfig
+        class Representation < Google::Apis::Core::JsonRepresentation; end
+      
+        include Google::Apis::Core::JsonObjectSupport
+      end
+      
+      class GoogleCloudDatalabelingV1beta1EvaluationMetrics
+        class Representation < Google::Apis::Core::JsonRepresentation; end
+      
+        include Google::Apis::Core::JsonObjectSupport
+      end
+      
+      class GoogleCloudDatalabelingV1beta1EventConfig
+        class Representation < Google::Apis::Core::JsonRepresentation; end
+      
+        include Google::Apis::Core::JsonObjectSupport
+      end
+      
+      class GoogleCloudDatalabelingV1beta1Example
+        class Representation < Google::Apis::Core::JsonRepresentation; end
+      
+        include Google::Apis::Core::JsonObjectSupport
+      end
+      
+      class GoogleCloudDatalabelingV1beta1ExampleComparison
+        class Representation < Google::Apis::Core::JsonRepresentation; end
+      
+        include Google::Apis::Core::JsonObjectSupport
+      end
+      
+      class GoogleCloudDatalabelingV1beta1ExportDataOperationMetadata
+        class Representation < Google::Apis::Core::JsonRepresentation; end
+      
+        include Google::Apis::Core::JsonObjectSupport
+      end
+      
+      class GoogleCloudDatalabelingV1beta1ExportDataOperationResponse
+        class Representation < Google::Apis::Core::JsonRepresentation; end
+      
+        include Google::Apis::Core::JsonObjectSupport
+      end
+      
+      class GoogleCloudDatalabelingV1beta1ExportDataRequest
+        class Representation < Google::Apis::Core::JsonRepresentation; end
+      
+        include Google::Apis::Core::JsonObjectSupport
+      end
+      
+      class GoogleCloudDatalabelingV1beta1FeedbackMessage
+        class Representation < Google::Apis::Core::JsonRepresentation; end
+      
+        include Google::Apis::Core::JsonObjectSupport
+      end
+      
+      class GoogleCloudDatalabelingV1beta1FeedbackThread
+        class Representation < Google::Apis::Core::JsonRepresentation; end
+      
+        include Google::Apis::Core::JsonObjectSupport
+      end
+      
+      class GoogleCloudDatalabelingV1beta1FeedbackThreadMetadata
+        class Representation < Google::Apis::Core::JsonRepresentation; end
+      
+        include Google::Apis::Core::JsonObjectSupport
+      end
+      
+      class GoogleCloudDatalabelingV1beta1GcsDestination
+        class Representation < Google::Apis::Core::JsonRepresentation; end
+      
+        include Google::Apis::Core::JsonObjectSupport
+      end
+      
+      class GoogleCloudDatalabelingV1beta1GcsFolderDestination
+        class Representation < Google::Apis::Core::JsonRepresentation; end
+      
+        include Google::Apis::Core::JsonObjectSupport
+      end
+      
+      class GoogleCloudDatalabelingV1beta1GcsSource
+        class Representation < Google::Apis::Core::JsonRepresentation; end
+      
+        include Google::Apis::Core::JsonObjectSupport
+      end
+      
+      class GoogleCloudDatalabelingV1beta1HumanAnnotationConfig
+        class Representation < Google::Apis::Core::JsonRepresentation; end
+      
+        include Google::Apis::Core::JsonObjectSupport
+      end
+      
+      class GoogleCloudDatalabelingV1beta1ImageBoundingPolyAnnotation
+        class Representation < Google::Apis::Core::JsonRepresentation; end
+      
+        include Google::Apis::Core::JsonObjectSupport
+      end
+      
+      class GoogleCloudDatalabelingV1beta1ImageClassificationAnnotation
+        class Representation < Google::Apis::Core::JsonRepresentation; end
+      
+        include Google::Apis::Core::JsonObjectSupport
+      end
+      
+      class GoogleCloudDatalabelingV1beta1ImageClassificationConfig
+        class Representation < Google::Apis::Core::JsonRepresentation; end
+      
+        include Google::Apis::Core::JsonObjectSupport
+      end
+      
+      class GoogleCloudDatalabelingV1beta1ImagePayload
+        class Representation < Google::Apis::Core::JsonRepresentation; end
+      
+        include Google::Apis::Core::JsonObjectSupport
+      end
+      
+      class GoogleCloudDatalabelingV1beta1ImagePolylineAnnotation
+        class Representation < Google::Apis::Core::JsonRepresentation; end
+      
+        include Google::Apis::Core::JsonObjectSupport
+      end
+      
+      class GoogleCloudDatalabelingV1beta1ImageSegmentationAnnotation
+        class Representation < Google::Apis::Core::JsonRepresentation; end
+      
+        include Google::Apis::Core::JsonObjectSupport
+      end
+      
+      class GoogleCloudDatalabelingV1beta1ImportDataOperationMetadata
+        class Representation < Google::Apis::Core::JsonRepresentation; end
+      
+        include Google::Apis::Core::JsonObjectSupport
+      end
+      
+      class GoogleCloudDatalabelingV1beta1ImportDataOperationResponse
+        class Representation < Google::Apis::Core::JsonRepresentation; end
+      
+        include Google::Apis::Core::JsonObjectSupport
+      end
+      
+      class GoogleCloudDatalabelingV1beta1ImportDataRequest
+        class Representation < Google::Apis::Core::JsonRepresentation; end
+      
+        include Google::Apis::Core::JsonObjectSupport
+      end
+      
+      class GoogleCloudDatalabelingV1beta1InputConfig
+        class Representation < Google::Apis::Core::JsonRepresentation; end
+      
+        include Google::Apis::Core::JsonObjectSupport
+      end
+      
+      class GoogleCloudDatalabelingV1beta1Instruction
+        class Representation < Google::Apis::Core::JsonRepresentation; end
+      
+        include Google::Apis::Core::JsonObjectSupport
+      end
+      
+      class GoogleCloudDatalabelingV1beta1LabelImageBoundingBoxOperationMetadata
+        class Representation < Google::Apis::Core::JsonRepresentation; end
+      
+        include Google::Apis::Core::JsonObjectSupport
+      end
+      
+      class GoogleCloudDatalabelingV1beta1LabelImageBoundingPolyOperationMetadata
+        class Representation < Google::Apis::Core::JsonRepresentation; end
+      
+        include Google::Apis::Core::JsonObjectSupport
+      end
+      
+      class GoogleCloudDatalabelingV1beta1LabelImageClassificationOperationMetadata
+        class Representation < Google::Apis::Core::JsonRepresentation; end
+      
+        include Google::Apis::Core::JsonObjectSupport
+      end
+      
+      class GoogleCloudDatalabelingV1beta1LabelImageOrientedBoundingBoxOperationMetadata
+        class Representation < Google::Apis::Core::JsonRepresentation; end
+      
+        include Google::Apis::Core::JsonObjectSupport
+      end
+      
+      class GoogleCloudDatalabelingV1beta1LabelImagePolylineOperationMetadata
+        class Representation < Google::Apis::Core::JsonRepresentation; end
+      
+        include Google::Apis::Core::JsonObjectSupport
+      end
+      
+      class GoogleCloudDatalabelingV1beta1LabelImageRequest
+        class Representation < Google::Apis::Core::JsonRepresentation; end
+      
+        include Google::Apis::Core::JsonObjectSupport
+      end
+      
+      class GoogleCloudDatalabelingV1beta1LabelImageSegmentationOperationMetadata
+        class Representation < Google::Apis::Core::JsonRepresentation; end
+      
+        include Google::Apis::Core::JsonObjectSupport
+      end
+      
+      class GoogleCloudDatalabelingV1beta1LabelOperationMetadata
+        class Representation < Google::Apis::Core::JsonRepresentation; end
+      
+        include Google::Apis::Core::JsonObjectSupport
+      end
+      
+      class GoogleCloudDatalabelingV1beta1LabelStats
+        class Representation < Google::Apis::Core::JsonRepresentation; end
+      
+        include Google::Apis::Core::JsonObjectSupport
+      end
+      
+      class GoogleCloudDatalabelingV1beta1LabelTextClassificationOperationMetadata
+        class Representation < Google::Apis::Core::JsonRepresentation; end
+      
+        include Google::Apis::Core::JsonObjectSupport
+      end
+      
+      class GoogleCloudDatalabelingV1beta1LabelTextEntityExtractionOperationMetadata
+        class Representation < Google::Apis::Core::JsonRepresentation; end
+      
+        include Google::Apis::Core::JsonObjectSupport
+      end
+      
+      class GoogleCloudDatalabelingV1beta1LabelTextRequest
+        class Representation < Google::Apis::Core::JsonRepresentation; end
+      
+        include Google::Apis::Core::JsonObjectSupport
+      end
+      
+      class GoogleCloudDatalabelingV1beta1LabelVideoClassificationOperationMetadata
+        class Representation < Google::Apis::Core::JsonRepresentation; end
+      
+        include Google::Apis::Core::JsonObjectSupport
+      end
+      
+      class GoogleCloudDatalabelingV1beta1LabelVideoEventOperationMetadata
+        class Representation < Google::Apis::Core::JsonRepresentation; end
+      
+        include Google::Apis::Core::JsonObjectSupport
+      end
+      
+      class GoogleCloudDatalabelingV1beta1LabelVideoObjectDetectionOperationMetadata
+        class Representation < Google::Apis::Core::JsonRepresentation; end
+      
+        include Google::Apis::Core::JsonObjectSupport
+      end
+      
+      class GoogleCloudDatalabelingV1beta1LabelVideoObjectTrackingOperationMetadata
+        class Representation < Google::Apis::Core::JsonRepresentation; end
+      
+        include Google::Apis::Core::JsonObjectSupport
+      end
+      
+      class GoogleCloudDatalabelingV1beta1LabelVideoRequest
+        class Representation < Google::Apis::Core::JsonRepresentation; end
+      
+        include Google::Apis::Core::JsonObjectSupport
+      end
+      
+      class GoogleCloudDatalabelingV1beta1ListAnnotatedDatasetsResponse
+        class Representation < Google::Apis::Core::JsonRepresentation; end
+      
+        include Google::Apis::Core::JsonObjectSupport
+      end
+      
+      class GoogleCloudDatalabelingV1beta1ListAnnotationSpecSetsResponse
+        class Representation < Google::Apis::Core::JsonRepresentation; end
+      
+        include Google::Apis::Core::JsonObjectSupport
+      end
+      
+      class GoogleCloudDatalabelingV1beta1ListDataItemsResponse
+        class Representation < Google::Apis::Core::JsonRepresentation; end
+      
+        include Google::Apis::Core::JsonObjectSupport
+      end
+      
+      class GoogleCloudDatalabelingV1beta1ListDatasetsResponse
+        class Representation < Google::Apis::Core::JsonRepresentation; end
+      
+        include Google::Apis::Core::JsonObjectSupport
+      end
+      
+      class GoogleCloudDatalabelingV1beta1ListEvaluationJobsResponse
+        class Representation < Google::Apis::Core::JsonRepresentation; end
+      
+        include Google::Apis::Core::JsonObjectSupport
+      end
+      
+      class GoogleCloudDatalabelingV1beta1ListExamplesResponse
+        class Representation < Google::Apis::Core::JsonRepresentation; end
+      
+        include Google::Apis::Core::JsonObjectSupport
+      end
+      
+      class GoogleCloudDatalabelingV1beta1ListFeedbackMessagesResponse
+        class Representation < Google::Apis::Core::JsonRepresentation; end
+      
+        include Google::Apis::Core::JsonObjectSupport
+      end
+      
+      class GoogleCloudDatalabelingV1beta1ListFeedbackThreadsResponse
+        class Representation < Google::Apis::Core::JsonRepresentation; end
+      
+        include Google::Apis::Core::JsonObjectSupport
+      end
+      
+      class GoogleCloudDatalabelingV1beta1ListInstructionsResponse
+        class Representation < Google::Apis::Core::JsonRepresentation; end
+      
+        include Google::Apis::Core::JsonObjectSupport
+      end
+      
+      class GoogleCloudDatalabelingV1beta1NormalizedBoundingPoly
+        class Representation < Google::Apis::Core::JsonRepresentation; end
+      
+        include Google::Apis::Core::JsonObjectSupport
+      end
+      
+      class GoogleCloudDatalabelingV1beta1NormalizedPolyline
+        class Representation < Google::Apis::Core::JsonRepresentation; end
+      
+        include Google::Apis::Core::JsonObjectSupport
+      end
+      
+      class GoogleCloudDatalabelingV1beta1NormalizedVertex
+        class Representation < Google::Apis::Core::JsonRepresentation; end
+      
+        include Google::Apis::Core::JsonObjectSupport
+      end
+      
+      class GoogleCloudDatalabelingV1beta1ObjectDetectionConfig
+        class Representation < Google::Apis::Core::JsonRepresentation; end
+      
+        include Google::Apis::Core::JsonObjectSupport
+      end
+      
+      class GoogleCloudDatalabelingV1beta1ObjectDetectionMetrics
+        class Representation < Google::Apis::Core::JsonRepresentation; end
+      
+        include Google::Apis::Core::JsonObjectSupport
+      end
+      
+      class GoogleCloudDatalabelingV1beta1ObjectTrackingConfig
+        class Representation < Google::Apis::Core::JsonRepresentation; end
+      
+        include Google::Apis::Core::JsonObjectSupport
+      end
+      
+      class GoogleCloudDatalabelingV1beta1ObjectTrackingFrame
+        class Representation < Google::Apis::Core::JsonRepresentation; end
+      
+        include Google::Apis::Core::JsonObjectSupport
+      end
+      
+      class GoogleCloudDatalabelingV1beta1OperatorFeedbackMetadata
+        class Representation < Google::Apis::Core::JsonRepresentation; end
+      
+        include Google::Apis::Core::JsonObjectSupport
+      end
+      
+      class GoogleCloudDatalabelingV1beta1OperatorMetadata
+        class Representation < Google::Apis::Core::JsonRepresentation; end
+      
+        include Google::Apis::Core::JsonObjectSupport
+      end
+      
+      class GoogleCloudDatalabelingV1beta1OutputConfig
+        class Representation < Google::Apis::Core::JsonRepresentation; end
+      
+        include Google::Apis::Core::JsonObjectSupport
+      end
+      
+      class GoogleCloudDatalabelingV1beta1PauseEvaluationJobRequest
+        class Representation < Google::Apis::Core::JsonRepresentation; end
+      
+        include Google::Apis::Core::JsonObjectSupport
+      end
+      
+      class GoogleCloudDatalabelingV1beta1PdfInstruction
+        class Representation < Google::Apis::Core::JsonRepresentation; end
+      
+        include Google::Apis::Core::JsonObjectSupport
+      end
+      
+      class GoogleCloudDatalabelingV1beta1Polyline
+        class Representation < Google::Apis::Core::JsonRepresentation; end
+      
+        include Google::Apis::Core::JsonObjectSupport
+      end
+      
+      class GoogleCloudDatalabelingV1beta1PolylineConfig
+        class Representation < Google::Apis::Core::JsonRepresentation; end
+      
+        include Google::Apis::Core::JsonObjectSupport
+      end
+      
+      class GoogleCloudDatalabelingV1beta1PrCurve
+        class Representation < Google::Apis::Core::JsonRepresentation; end
+      
+        include Google::Apis::Core::JsonObjectSupport
+      end
+      
+      class GoogleCloudDatalabelingV1beta1RequesterFeedbackMetadata
+        class Representation < Google::Apis::Core::JsonRepresentation; end
+      
+        include Google::Apis::Core::JsonObjectSupport
+      end
+      
+      class GoogleCloudDatalabelingV1beta1ResumeEvaluationJobRequest
+        class Representation < Google::Apis::Core::JsonRepresentation; end
+      
+        include Google::Apis::Core::JsonObjectSupport
+      end
+      
+      class GoogleCloudDatalabelingV1beta1Row
+        class Representation < Google::Apis::Core::JsonRepresentation; end
+      
+        include Google::Apis::Core::JsonObjectSupport
+      end
+      
+      class GoogleCloudDatalabelingV1beta1SearchEvaluationsResponse
+        class Representation < Google::Apis::Core::JsonRepresentation; end
+      
+        include Google::Apis::Core::JsonObjectSupport
+      end
+      
+      class GoogleCloudDatalabelingV1beta1SearchExampleComparisonsRequest
+        class Representation < Google::Apis::Core::JsonRepresentation; end
+      
+        include Google::Apis::Core::JsonObjectSupport
+      end
+      
+      class GoogleCloudDatalabelingV1beta1SearchExampleComparisonsResponse
+        class Representation < Google::Apis::Core::JsonRepresentation; end
+      
+        include Google::Apis::Core::JsonObjectSupport
+      end
+      
+      class GoogleCloudDatalabelingV1beta1SegmentationConfig
+        class Representation < Google::Apis::Core::JsonRepresentation; end
+      
+        include Google::Apis::Core::JsonObjectSupport
+      end
+      
+      class GoogleCloudDatalabelingV1beta1SentimentConfig
+        class Representation < Google::Apis::Core::JsonRepresentation; end
+      
+        include Google::Apis::Core::JsonObjectSupport
+      end
+      
+      class GoogleCloudDatalabelingV1beta1SequentialSegment
+        class Representation < Google::Apis::Core::JsonRepresentation; end
+      
+        include Google::Apis::Core::JsonObjectSupport
+      end
+      
+      class GoogleCloudDatalabelingV1beta1TextClassificationAnnotation
+        class Representation < Google::Apis::Core::JsonRepresentation; end
+      
+        include Google::Apis::Core::JsonObjectSupport
+      end
+      
+      class GoogleCloudDatalabelingV1beta1TextClassificationConfig
+        class Representation < Google::Apis::Core::JsonRepresentation; end
+      
+        include Google::Apis::Core::JsonObjectSupport
+      end
+      
+      class GoogleCloudDatalabelingV1beta1TextEntityExtractionAnnotation
+        class Representation < Google::Apis::Core::JsonRepresentation; end
+      
+        include Google::Apis::Core::JsonObjectSupport
+      end
+      
+      class GoogleCloudDatalabelingV1beta1TextEntityExtractionConfig
+        class Representation < Google::Apis::Core::JsonRepresentation; end
+      
+        include Google::Apis::Core::JsonObjectSupport
+      end
+      
+      class GoogleCloudDatalabelingV1beta1TextMetadata
+        class Representation < Google::Apis::Core::JsonRepresentation; end
+      
+        include Google::Apis::Core::JsonObjectSupport
+      end
+      
+      class GoogleCloudDatalabelingV1beta1TextPayload
+        class Representation < Google::Apis::Core::JsonRepresentation; end
+      
+        include Google::Apis::Core::JsonObjectSupport
+      end
+      
+      class GoogleCloudDatalabelingV1beta1TimeSegment
+        class Representation < Google::Apis::Core::JsonRepresentation; end
+      
+        include Google::Apis::Core::JsonObjectSupport
+      end
+      
+      class GoogleCloudDatalabelingV1beta1Vertex
+        class Representation < Google::Apis::Core::JsonRepresentation; end
+      
+        include Google::Apis::Core::JsonObjectSupport
+      end
+      
+      class GoogleCloudDatalabelingV1beta1VideoClassificationAnnotation
+        class Representation < Google::Apis::Core::JsonRepresentation; end
+      
+        include Google::Apis::Core::JsonObjectSupport
+      end
+      
+      class GoogleCloudDatalabelingV1beta1VideoClassificationConfig
+        class Representation < Google::Apis::Core::JsonRepresentation; end
+      
+        include Google::Apis::Core::JsonObjectSupport
+      end
+      
+      class GoogleCloudDatalabelingV1beta1VideoEventAnnotation
+        class Representation < Google::Apis::Core::JsonRepresentation; end
+      
+        include Google::Apis::Core::JsonObjectSupport
+      end
+      
+      class GoogleCloudDatalabelingV1beta1VideoObjectTrackingAnnotation
+        class Representation < Google::Apis::Core::JsonRepresentation; end
+      
+        include Google::Apis::Core::JsonObjectSupport
+      end
+      
+      class GoogleCloudDatalabelingV1beta1VideoPayload
+        class Representation < Google::Apis::Core::JsonRepresentation; end
+      
+        include Google::Apis::Core::JsonObjectSupport
+      end
+      
+      class GoogleCloudDatalabelingV1beta1VideoThumbnail
+        class Representation < Google::Apis::Core::JsonRepresentation; end
+      
+        include Google::Apis::Core::JsonObjectSupport
+      end
+      
+      class GoogleCloudDatalabelingV1p1alpha1CreateInstructionMetadata
+        class Representation < Google::Apis::Core::JsonRepresentation; end
+      
+        include Google::Apis::Core::JsonObjectSupport
+      end
+      
+      class GoogleCloudDatalabelingV1p1alpha1ExportDataOperationMetadata
+        class Representation < Google::Apis::Core::JsonRepresentation; end
+      
+        include Google::Apis::Core::JsonObjectSupport
+      end
+      
+      class GoogleCloudDatalabelingV1p1alpha1ExportDataOperationResponse
+        class Representation < Google::Apis::Core::JsonRepresentation; end
+      
+        include Google::Apis::Core::JsonObjectSupport
+      end
+      
+      class GoogleCloudDatalabelingV1p1alpha1GcsDestination
+        class Representation < Google::Apis::Core::JsonRepresentation; end
+      
+        include Google::Apis::Core::JsonObjectSupport
+      end
+      
+      class GoogleCloudDatalabelingV1p1alpha1GcsFolderDestination
+        class Representation < Google::Apis::Core::JsonRepresentation; end
+      
+        include Google::Apis::Core::JsonObjectSupport
+      end
+      
+      class GoogleCloudDatalabelingV1p1alpha1GenerateAnalysisReportOperationMetadata
+        class Representation < Google::Apis::Core::JsonRepresentation; end
+      
+        include Google::Apis::Core::JsonObjectSupport
+      end
+      
+      class GoogleCloudDatalabelingV1p1alpha1HumanAnnotationConfig
+        class Representation < Google::Apis::Core::JsonRepresentation; end
+      
+        include Google::Apis::Core::JsonObjectSupport
+      end
+      
+      class GoogleCloudDatalabelingV1p1alpha1ImportDataOperationMetadata
+        class Representation < Google::Apis::Core::JsonRepresentation; end
+      
+        include Google::Apis::Core::JsonObjectSupport
+      end
+      
+      class GoogleCloudDatalabelingV1p1alpha1ImportDataOperationResponse
+        class Representation < Google::Apis::Core::JsonRepresentation; end
+      
+        include Google::Apis::Core::JsonObjectSupport
+      end
+      
+      class GoogleCloudDatalabelingV1p1alpha1LabelImageBoundingBoxOperationMetadata
+        class Representation < Google::Apis::Core::JsonRepresentation; end
+      
+        include Google::Apis::Core::JsonObjectSupport
+      end
+      
+      class GoogleCloudDatalabelingV1p1alpha1LabelImageBoundingPolyOperationMetadata
+        class Representation < Google::Apis::Core::JsonRepresentation; end
+      
+        include Google::Apis::Core::JsonObjectSupport
+      end
+      
+      class GoogleCloudDatalabelingV1p1alpha1LabelImageClassificationOperationMetadata
+        class Representation < Google::Apis::Core::JsonRepresentation; end
+      
+        include Google::Apis::Core::JsonObjectSupport
+      end
+      
+      class GoogleCloudDatalabelingV1p1alpha1LabelImageOrientedBoundingBoxOperationMetadata
+        class Representation < Google::Apis::Core::JsonRepresentation; end
+      
+        include Google::Apis::Core::JsonObjectSupport
+      end
+      
+      class GoogleCloudDatalabelingV1p1alpha1LabelImagePolylineOperationMetadata
+        class Representation < Google::Apis::Core::JsonRepresentation; end
+      
+        include Google::Apis::Core::JsonObjectSupport
+      end
+      
+      class GoogleCloudDatalabelingV1p1alpha1LabelImageSegmentationOperationMetadata
+        class Representation < Google::Apis::Core::JsonRepresentation; end
+      
+        include Google::Apis::Core::JsonObjectSupport
+      end
+      
+      class GoogleCloudDatalabelingV1p1alpha1LabelOperationMetadata
+        class Representation < Google::Apis::Core::JsonRepresentation; end
+      
+        include Google::Apis::Core::JsonObjectSupport
+      end
+      
+      class GoogleCloudDatalabelingV1p1alpha1LabelStats
+        class Representation < Google::Apis::Core::JsonRepresentation; end
+      
+        include Google::Apis::Core::JsonObjectSupport
+      end
+      
+      class GoogleCloudDatalabelingV1p1alpha1LabelTextClassificationOperationMetadata
+        class Representation < Google::Apis::Core::JsonRepresentation; end
+      
+        include Google::Apis::Core::JsonObjectSupport
+      end
+      
+      class GoogleCloudDatalabelingV1p1alpha1LabelTextEntityExtractionOperationMetadata
+        class Representation < Google::Apis::Core::JsonRepresentation; end
+      
+        include Google::Apis::Core::JsonObjectSupport
+      end
+      
+      class GoogleCloudDatalabelingV1p1alpha1LabelVideoClassificationOperationMetadata
+        class Representation < Google::Apis::Core::JsonRepresentation; end
+      
+        include Google::Apis::Core::JsonObjectSupport
+      end
+      
+      class GoogleCloudDatalabelingV1p1alpha1LabelVideoEventOperationMetadata
+        class Representation < Google::Apis::Core::JsonRepresentation; end
+      
+        include Google::Apis::Core::JsonObjectSupport
+      end
+      
+      class GoogleCloudDatalabelingV1p1alpha1LabelVideoObjectDetectionOperationMetadata
+        class Representation < Google::Apis::Core::JsonRepresentation; end
+      
+        include Google::Apis::Core::JsonObjectSupport
+      end
+      
+      class GoogleCloudDatalabelingV1p1alpha1LabelVideoObjectTrackingOperationMetadata
+        class Representation < Google::Apis::Core::JsonRepresentation; end
+      
+        include Google::Apis::Core::JsonObjectSupport
+      end
+      
+      class GoogleCloudDatalabelingV1p1alpha1OutputConfig
+        class Representation < Google::Apis::Core::JsonRepresentation; end
+      
+        include Google::Apis::Core::JsonObjectSupport
+      end
+      
+      class GoogleCloudDatalabelingV1p2alpha1CreateInstructionMetadata
+        class Representation < Google::Apis::Core::JsonRepresentation; end
+      
+        include Google::Apis::Core::JsonObjectSupport
+      end
+      
+      class GoogleCloudDatalabelingV1p2alpha1ExportDataOperationMetadata
+        class Representation < Google::Apis::Core::JsonRepresentation; end
+      
+        include Google::Apis::Core::JsonObjectSupport
+      end
+      
+      class GoogleCloudDatalabelingV1p2alpha1ExportDataOperationResponse
+        class Representation < Google::Apis::Core::JsonRepresentation; end
+      
+        include Google::Apis::Core::JsonObjectSupport
+      end
+      
+      class GoogleCloudDatalabelingV1p2alpha1GcsDestination
+        class Representation < Google::Apis::Core::JsonRepresentation; end
+      
+        include Google::Apis::Core::JsonObjectSupport
+      end
+      
+      class GoogleCloudDatalabelingV1p2alpha1GcsFolderDestination
+        class Representation < Google::Apis::Core::JsonRepresentation; end
+      
+        include Google::Apis::Core::JsonObjectSupport
+      end
+      
+      class GoogleCloudDatalabelingV1p2alpha1HumanAnnotationConfig
+        class Representation < Google::Apis::Core::JsonRepresentation; end
+      
+        include Google::Apis::Core::JsonObjectSupport
+      end
+      
+      class GoogleCloudDatalabelingV1p2alpha1ImportDataOperationMetadata
+        class Representation < Google::Apis::Core::JsonRepresentation; end
+      
+        include Google::Apis::Core::JsonObjectSupport
+      end
+      
+      class GoogleCloudDatalabelingV1p2alpha1ImportDataOperationResponse
+        class Representation < Google::Apis::Core::JsonRepresentation; end
+      
+        include Google::Apis::Core::JsonObjectSupport
+      end
+      
+      class GoogleCloudDatalabelingV1p2alpha1LabelImageBoundingBoxOperationMetadata
+        class Representation < Google::Apis::Core::JsonRepresentation; end
+      
+        include Google::Apis::Core::JsonObjectSupport
+      end
+      
+      class GoogleCloudDatalabelingV1p2alpha1LabelImageBoundingPolyOperationMetadata
+        class Representation < Google::Apis::Core::JsonRepresentation; end
+      
+        include Google::Apis::Core::JsonObjectSupport
+      end
+      
+      class GoogleCloudDatalabelingV1p2alpha1LabelImageClassificationOperationMetadata
+        class Representation < Google::Apis::Core::JsonRepresentation; end
+      
+        include Google::Apis::Core::JsonObjectSupport
+      end
+      
+      class GoogleCloudDatalabelingV1p2alpha1LabelImageOrientedBoundingBoxOperationMetadata
+        class Representation < Google::Apis::Core::JsonRepresentation; end
+      
+        include Google::Apis::Core::JsonObjectSupport
+      end
+      
+      class GoogleCloudDatalabelingV1p2alpha1LabelImagePolylineOperationMetadata
+        class Representation < Google::Apis::Core::JsonRepresentation; end
+      
+        include Google::Apis::Core::JsonObjectSupport
+      end
+      
+      class GoogleCloudDatalabelingV1p2alpha1LabelImageSegmentationOperationMetadata
+        class Representation < Google::Apis::Core::JsonRepresentation; end
+      
+        include Google::Apis::Core::JsonObjectSupport
+      end
+      
+      class GoogleCloudDatalabelingV1p2alpha1LabelOperationMetadata
+        class Representation < Google::Apis::Core::JsonRepresentation; end
+      
+        include Google::Apis::Core::JsonObjectSupport
+      end
+      
+      class GoogleCloudDatalabelingV1p2alpha1LabelStats
+        class Representation < Google::Apis::Core::JsonRepresentation; end
+      
+        include Google::Apis::Core::JsonObjectSupport
+      end
+      
+      class GoogleCloudDatalabelingV1p2alpha1LabelTextClassificationOperationMetadata
+        class Representation < Google::Apis::Core::JsonRepresentation; end
+      
+        include Google::Apis::Core::JsonObjectSupport
+      end
+      
+      class GoogleCloudDatalabelingV1p2alpha1LabelTextEntityExtractionOperationMetadata
+        class Representation < Google::Apis::Core::JsonRepresentation; end
+      
+        include Google::Apis::Core::JsonObjectSupport
+      end
+      
+      class GoogleCloudDatalabelingV1p2alpha1LabelVideoClassificationOperationMetadata
+        class Representation < Google::Apis::Core::JsonRepresentation; end
+      
+        include Google::Apis::Core::JsonObjectSupport
+      end
+      
+      class GoogleCloudDatalabelingV1p2alpha1LabelVideoEventOperationMetadata
+        class Representation < Google::Apis::Core::JsonRepresentation; end
+      
+        include Google::Apis::Core::JsonObjectSupport
+      end
+      
+      class GoogleCloudDatalabelingV1p2alpha1LabelVideoObjectDetectionOperationMetadata
+        class Representation < Google::Apis::Core::JsonRepresentation; end
+      
+        include Google::Apis::Core::JsonObjectSupport
+      end
+      
+      class GoogleCloudDatalabelingV1p2alpha1LabelVideoObjectTrackingOperationMetadata
+        class Representation < Google::Apis::Core::JsonRepresentation; end
+      
+        include Google::Apis::Core::JsonObjectSupport
+      end
+      
+      class GoogleCloudDatalabelingV1p2alpha1OutputConfig
+        class Representation < Google::Apis::Core::JsonRepresentation; end
+      
+        include Google::Apis::Core::JsonObjectSupport
+      end
+      
+      class GoogleLongrunningListOperationsResponse
+        class Representation < Google::Apis::Core::JsonRepresentation; end
+      
+        include Google::Apis::Core::JsonObjectSupport
+      end
+      
+      class GoogleLongrunningOperation
+        class Representation < Google::Apis::Core::JsonRepresentation; end
+      
+        include Google::Apis::Core::JsonObjectSupport
+      end
+      
+      class GoogleProtobufEmpty
+        class Representation < Google::Apis::Core::JsonRepresentation; end
+      
+        include Google::Apis::Core::JsonObjectSupport
+      end
+      
+      class GoogleRpcStatus
+        class Representation < Google::Apis::Core::JsonRepresentation; end
+      
+        include Google::Apis::Core::JsonObjectSupport
+      end
+      
+      class GoogleCloudDatalabelingV1alpha1CreateInstructionMetadata
+        # @private
+        class Representation < Google::Apis::Core::JsonRepresentation
+          property :create_time, as: 'createTime'
+          property :instruction, as: 'instruction'
+          collection :partial_failures, as: 'partialFailures', class: Google::Apis::DatalabelingV1beta1::GoogleRpcStatus, decorator: Google::Apis::DatalabelingV1beta1::GoogleRpcStatus::Representation
+      
+        end
+      end
+      
+      class GoogleCloudDatalabelingV1alpha1ExportDataOperationMetadata
+        # @private
+        class Representation < Google::Apis::Core::JsonRepresentation
+          property :annotated_dataset, as: 'annotatedDataset'
+          property :create_time, as: 'createTime'
+          property :dataset, as: 'dataset'
+          collection :partial_failures, as: 'partialFailures', class: Google::Apis::DatalabelingV1beta1::GoogleRpcStatus, decorator: Google::Apis::DatalabelingV1beta1::GoogleRpcStatus::Representation
+      
+        end
+      end
+      
+      class GoogleCloudDatalabelingV1alpha1ExportDataOperationResponse
+        # @private
+        class Representation < Google::Apis::Core::JsonRepresentation
+          property :annotated_dataset, as: 'annotatedDataset'
+          property :dataset, as: 'dataset'
+          property :export_count, as: 'exportCount'
+          property :label_stats, as: 'labelStats', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1alpha1LabelStats, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1alpha1LabelStats::Representation
+      
+          property :output_config, as: 'outputConfig', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1alpha1OutputConfig, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1alpha1OutputConfig::Representation
+      
+          property :total_count, as: 'totalCount'
+        end
+      end
+      
+      class GoogleCloudDatalabelingV1alpha1GcsDestination
+        # @private
+        class Representation < Google::Apis::Core::JsonRepresentation
+          property :mime_type, as: 'mimeType'
+          property :output_uri, as: 'outputUri'
+        end
+      end
+      
+      class GoogleCloudDatalabelingV1alpha1GcsFolderDestination
+        # @private
+        class Representation < Google::Apis::Core::JsonRepresentation
+          property :output_folder_uri, as: 'outputFolderUri'
+        end
+      end
+      
+      class GoogleCloudDatalabelingV1alpha1HumanAnnotationConfig
+        # @private
+        class Representation < Google::Apis::Core::JsonRepresentation
+          property :annotated_dataset_description, as: 'annotatedDatasetDescription'
+          property :annotated_dataset_display_name, as: 'annotatedDatasetDisplayName'
+          collection :contributor_emails, as: 'contributorEmails'
+          property :instruction, as: 'instruction'
+          property :label_group, as: 'labelGroup'
+          property :language_code, as: 'languageCode'
+          property :question_duration, as: 'questionDuration'
+          property :replica_count, as: 'replicaCount'
+          property :user_email_address, as: 'userEmailAddress'
+        end
+      end
+      
+      class GoogleCloudDatalabelingV1alpha1ImportDataOperationMetadata
+        # @private
+        class Representation < Google::Apis::Core::JsonRepresentation
+          property :create_time, as: 'createTime'
+          property :dataset, as: 'dataset'
+          collection :partial_failures, as: 'partialFailures', class: Google::Apis::DatalabelingV1beta1::GoogleRpcStatus, decorator: Google::Apis::DatalabelingV1beta1::GoogleRpcStatus::Representation
+      
+        end
+      end
+      
+      class GoogleCloudDatalabelingV1alpha1ImportDataOperationResponse
+        # @private
+        class Representation < Google::Apis::Core::JsonRepresentation
+          property :dataset, as: 'dataset'
+          property :import_count, as: 'importCount'
+          property :total_count, as: 'totalCount'
+        end
+      end
+      
+      class GoogleCloudDatalabelingV1alpha1LabelImageBoundingBoxOperationMetadata
+        # @private
+        class Representation < Google::Apis::Core::JsonRepresentation
+          property :basic_config, as: 'basicConfig', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1alpha1HumanAnnotationConfig, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1alpha1HumanAnnotationConfig::Representation
+      
+        end
+      end
+      
+      class GoogleCloudDatalabelingV1alpha1LabelImageBoundingPolyOperationMetadata
+        # @private
+        class Representation < Google::Apis::Core::JsonRepresentation
+          property :basic_config, as: 'basicConfig', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1alpha1HumanAnnotationConfig, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1alpha1HumanAnnotationConfig::Representation
+      
+        end
+      end
+      
+      class GoogleCloudDatalabelingV1alpha1LabelImageClassificationOperationMetadata
+        # @private
+        class Representation < Google::Apis::Core::JsonRepresentation
+          property :basic_config, as: 'basicConfig', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1alpha1HumanAnnotationConfig, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1alpha1HumanAnnotationConfig::Representation
+      
+        end
+      end
+      
+      class GoogleCloudDatalabelingV1alpha1LabelImageOrientedBoundingBoxOperationMetadata
+        # @private
+        class Representation < Google::Apis::Core::JsonRepresentation
+          property :basic_config, as: 'basicConfig', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1alpha1HumanAnnotationConfig, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1alpha1HumanAnnotationConfig::Representation
+      
+        end
+      end
+      
+      class GoogleCloudDatalabelingV1alpha1LabelImagePolylineOperationMetadata
+        # @private
+        class Representation < Google::Apis::Core::JsonRepresentation
+          property :basic_config, as: 'basicConfig', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1alpha1HumanAnnotationConfig, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1alpha1HumanAnnotationConfig::Representation
+      
+        end
+      end
+      
+      class GoogleCloudDatalabelingV1alpha1LabelImageSegmentationOperationMetadata
+        # @private
+        class Representation < Google::Apis::Core::JsonRepresentation
+          property :basic_config, as: 'basicConfig', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1alpha1HumanAnnotationConfig, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1alpha1HumanAnnotationConfig::Representation
+      
+        end
+      end
+      
+      class GoogleCloudDatalabelingV1alpha1LabelOperationMetadata
+        # @private
+        class Representation < Google::Apis::Core::JsonRepresentation
+          property :annotated_dataset, as: 'annotatedDataset'
+          property :create_time, as: 'createTime'
+          property :dataset, as: 'dataset'
+          property :image_bounding_box_details, as: 'imageBoundingBoxDetails', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1alpha1LabelImageBoundingBoxOperationMetadata, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1alpha1LabelImageBoundingBoxOperationMetadata::Representation
+      
+          property :image_bounding_poly_details, as: 'imageBoundingPolyDetails', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1alpha1LabelImageBoundingPolyOperationMetadata, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1alpha1LabelImageBoundingPolyOperationMetadata::Representation
+      
+          property :image_classification_details, as: 'imageClassificationDetails', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1alpha1LabelImageClassificationOperationMetadata, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1alpha1LabelImageClassificationOperationMetadata::Representation
+      
+          property :image_oriented_bounding_box_details, as: 'imageOrientedBoundingBoxDetails', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1alpha1LabelImageOrientedBoundingBoxOperationMetadata, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1alpha1LabelImageOrientedBoundingBoxOperationMetadata::Representation
+      
+          property :image_polyline_details, as: 'imagePolylineDetails', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1alpha1LabelImagePolylineOperationMetadata, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1alpha1LabelImagePolylineOperationMetadata::Representation
+      
+          property :image_segmentation_details, as: 'imageSegmentationDetails', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1alpha1LabelImageSegmentationOperationMetadata, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1alpha1LabelImageSegmentationOperationMetadata::Representation
+      
+          collection :partial_failures, as: 'partialFailures', class: Google::Apis::DatalabelingV1beta1::GoogleRpcStatus, decorator: Google::Apis::DatalabelingV1beta1::GoogleRpcStatus::Representation
+      
+          property :progress_percent, as: 'progressPercent'
+          property :text_classification_details, as: 'textClassificationDetails', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1alpha1LabelTextClassificationOperationMetadata, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1alpha1LabelTextClassificationOperationMetadata::Representation
+      
+          property :text_entity_extraction_details, as: 'textEntityExtractionDetails', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1alpha1LabelTextEntityExtractionOperationMetadata, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1alpha1LabelTextEntityExtractionOperationMetadata::Representation
+      
+          property :video_classification_details, as: 'videoClassificationDetails', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1alpha1LabelVideoClassificationOperationMetadata, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1alpha1LabelVideoClassificationOperationMetadata::Representation
+      
+          property :video_event_details, as: 'videoEventDetails', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1alpha1LabelVideoEventOperationMetadata, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1alpha1LabelVideoEventOperationMetadata::Representation
+      
+          property :video_object_detection_details, as: 'videoObjectDetectionDetails', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1alpha1LabelVideoObjectDetectionOperationMetadata, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1alpha1LabelVideoObjectDetectionOperationMetadata::Representation
+      
+          property :video_object_tracking_details, as: 'videoObjectTrackingDetails', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1alpha1LabelVideoObjectTrackingOperationMetadata, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1alpha1LabelVideoObjectTrackingOperationMetadata::Representation
+      
+        end
+      end
+      
+      class GoogleCloudDatalabelingV1alpha1LabelStats
+        # @private
+        class Representation < Google::Apis::Core::JsonRepresentation
+          hash :example_count, as: 'exampleCount'
+        end
+      end
+      
+      class GoogleCloudDatalabelingV1alpha1LabelTextClassificationOperationMetadata
+        # @private
+        class Representation < Google::Apis::Core::JsonRepresentation
+          property :basic_config, as: 'basicConfig', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1alpha1HumanAnnotationConfig, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1alpha1HumanAnnotationConfig::Representation
+      
+        end
+      end
+      
+      class GoogleCloudDatalabelingV1alpha1LabelTextEntityExtractionOperationMetadata
+        # @private
+        class Representation < Google::Apis::Core::JsonRepresentation
+          property :basic_config, as: 'basicConfig', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1alpha1HumanAnnotationConfig, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1alpha1HumanAnnotationConfig::Representation
+      
+        end
+      end
+      
+      class GoogleCloudDatalabelingV1alpha1LabelVideoClassificationOperationMetadata
+        # @private
+        class Representation < Google::Apis::Core::JsonRepresentation
+          property :basic_config, as: 'basicConfig', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1alpha1HumanAnnotationConfig, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1alpha1HumanAnnotationConfig::Representation
+      
+        end
+      end
+      
+      class GoogleCloudDatalabelingV1alpha1LabelVideoEventOperationMetadata
+        # @private
+        class Representation < Google::Apis::Core::JsonRepresentation
+          property :basic_config, as: 'basicConfig', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1alpha1HumanAnnotationConfig, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1alpha1HumanAnnotationConfig::Representation
+      
+        end
+      end
+      
+      class GoogleCloudDatalabelingV1alpha1LabelVideoObjectDetectionOperationMetadata
+        # @private
+        class Representation < Google::Apis::Core::JsonRepresentation
+          property :basic_config, as: 'basicConfig', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1alpha1HumanAnnotationConfig, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1alpha1HumanAnnotationConfig::Representation
+      
+        end
+      end
+      
+      class GoogleCloudDatalabelingV1alpha1LabelVideoObjectTrackingOperationMetadata
+        # @private
+        class Representation < Google::Apis::Core::JsonRepresentation
+          property :basic_config, as: 'basicConfig', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1alpha1HumanAnnotationConfig, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1alpha1HumanAnnotationConfig::Representation
+      
+        end
+      end
+      
+      class GoogleCloudDatalabelingV1alpha1OutputConfig
+        # @private
+        class Representation < Google::Apis::Core::JsonRepresentation
+          property :gcs_destination, as: 'gcsDestination', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1alpha1GcsDestination, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1alpha1GcsDestination::Representation
+      
+          property :gcs_folder_destination, as: 'gcsFolderDestination', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1alpha1GcsFolderDestination, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1alpha1GcsFolderDestination::Representation
+      
+        end
+      end
+      
+      class GoogleCloudDatalabelingV1beta1AnnotatedDataset
+        # @private
+        class Representation < Google::Apis::Core::JsonRepresentation
+          property :annotation_source, as: 'annotationSource'
+          property :annotation_type, as: 'annotationType'
+          collection :blocking_resources, as: 'blockingResources'
+          property :completed_example_count, :numeric_string => true, as: 'completedExampleCount'
+          property :create_time, as: 'createTime'
+          property :description, as: 'description'
+          property :display_name, as: 'displayName'
+          property :example_count, :numeric_string => true, as: 'exampleCount'
+          property :label_stats, as: 'labelStats', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1LabelStats, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1LabelStats::Representation
+      
+          property :metadata, as: 'metadata', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1AnnotatedDatasetMetadata, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1AnnotatedDatasetMetadata::Representation
+      
+          property :name, as: 'name'
+        end
+      end
+      
+      class GoogleCloudDatalabelingV1beta1AnnotatedDatasetMetadata
+        # @private
+        class Representation < Google::Apis::Core::JsonRepresentation
+          property :bounding_poly_config, as: 'boundingPolyConfig', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1BoundingPolyConfig, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1BoundingPolyConfig::Representation
+      
+          property :event_config, as: 'eventConfig', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1EventConfig, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1EventConfig::Representation
+      
+          property :human_annotation_config, as: 'humanAnnotationConfig', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1HumanAnnotationConfig, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1HumanAnnotationConfig::Representation
+      
+          property :image_classification_config, as: 'imageClassificationConfig', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1ImageClassificationConfig, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1ImageClassificationConfig::Representation
+      
+          property :object_detection_config, as: 'objectDetectionConfig', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1ObjectDetectionConfig, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1ObjectDetectionConfig::Representation
+      
+          property :object_tracking_config, as: 'objectTrackingConfig', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1ObjectTrackingConfig, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1ObjectTrackingConfig::Representation
+      
+          property :polyline_config, as: 'polylineConfig', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1PolylineConfig, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1PolylineConfig::Representation
+      
+          property :segmentation_config, as: 'segmentationConfig', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1SegmentationConfig, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1SegmentationConfig::Representation
+      
+          property :text_classification_config, as: 'textClassificationConfig', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1TextClassificationConfig, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1TextClassificationConfig::Representation
+      
+          property :text_entity_extraction_config, as: 'textEntityExtractionConfig', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1TextEntityExtractionConfig, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1TextEntityExtractionConfig::Representation
+      
+          property :video_classification_config, as: 'videoClassificationConfig', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1VideoClassificationConfig, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1VideoClassificationConfig::Representation
+      
+        end
+      end
+      
+      class GoogleCloudDatalabelingV1beta1Annotation
+        # @private
+        class Representation < Google::Apis::Core::JsonRepresentation
+          property :annotation_metadata, as: 'annotationMetadata', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1AnnotationMetadata, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1AnnotationMetadata::Representation
+      
+          property :annotation_sentiment, as: 'annotationSentiment'
+          property :annotation_source, as: 'annotationSource'
+          property :annotation_value, as: 'annotationValue', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1AnnotationValue, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1AnnotationValue::Representation
+      
+          property :name, as: 'name'
+        end
+      end
+      
+      class GoogleCloudDatalabelingV1beta1AnnotationMetadata
+        # @private
+        class Representation < Google::Apis::Core::JsonRepresentation
+          property :operator_metadata, as: 'operatorMetadata', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1OperatorMetadata, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1OperatorMetadata::Representation
+      
+        end
+      end
+      
+      class GoogleCloudDatalabelingV1beta1AnnotationSpec
+        # @private
+        class Representation < Google::Apis::Core::JsonRepresentation
+          property :description, as: 'description'
+          property :display_name, as: 'displayName'
+          property :index, as: 'index'
+        end
+      end
+      
+      class GoogleCloudDatalabelingV1beta1AnnotationSpecSet
+        # @private
+        class Representation < Google::Apis::Core::JsonRepresentation
+          collection :annotation_specs, as: 'annotationSpecs', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1AnnotationSpec, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1AnnotationSpec::Representation
+      
+          collection :blocking_resources, as: 'blockingResources'
+          property :description, as: 'description'
+          property :display_name, as: 'displayName'
+          property :name, as: 'name'
+        end
+      end
+      
+      class GoogleCloudDatalabelingV1beta1AnnotationSpecSetConfig
+        # @private
+        class Representation < Google::Apis::Core::JsonRepresentation
+          property :allow_multi_label, as: 'allowMultiLabel'
+          property :annotation_spec_set, as: 'annotationSpecSet'
+        end
+      end
+      
+      class GoogleCloudDatalabelingV1beta1AnnotationValue
+        # @private
+        class Representation < Google::Apis::Core::JsonRepresentation
+          property :image_bounding_poly_annotation, as: 'imageBoundingPolyAnnotation', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1ImageBoundingPolyAnnotation, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1ImageBoundingPolyAnnotation::Representation
+      
+          property :image_classification_annotation, as: 'imageClassificationAnnotation', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1ImageClassificationAnnotation, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1ImageClassificationAnnotation::Representation
+      
+          property :image_polyline_annotation, as: 'imagePolylineAnnotation', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1ImagePolylineAnnotation, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1ImagePolylineAnnotation::Representation
+      
+          property :image_segmentation_annotation, as: 'imageSegmentationAnnotation', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1ImageSegmentationAnnotation, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1ImageSegmentationAnnotation::Representation
+      
+          property :text_classification_annotation, as: 'textClassificationAnnotation', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1TextClassificationAnnotation, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1TextClassificationAnnotation::Representation
+      
+          property :text_entity_extraction_annotation, as: 'textEntityExtractionAnnotation', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1TextEntityExtractionAnnotation, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1TextEntityExtractionAnnotation::Representation
+      
+          property :video_classification_annotation, as: 'videoClassificationAnnotation', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1VideoClassificationAnnotation, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1VideoClassificationAnnotation::Representation
+      
+          property :video_event_annotation, as: 'videoEventAnnotation', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1VideoEventAnnotation, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1VideoEventAnnotation::Representation
+      
+          property :video_object_tracking_annotation, as: 'videoObjectTrackingAnnotation', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1VideoObjectTrackingAnnotation, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1VideoObjectTrackingAnnotation::Representation
+      
+        end
+      end
+      
+      class GoogleCloudDatalabelingV1beta1Attempt
+        # @private
+        class Representation < Google::Apis::Core::JsonRepresentation
+          property :attempt_time, as: 'attemptTime'
+          collection :partial_failures, as: 'partialFailures', class: Google::Apis::DatalabelingV1beta1::GoogleRpcStatus, decorator: Google::Apis::DatalabelingV1beta1::GoogleRpcStatus::Representation
+      
+        end
+      end
+      
+      class GoogleCloudDatalabelingV1beta1BigQuerySource
+        # @private
+        class Representation < Google::Apis::Core::JsonRepresentation
+          property :input_uri, as: 'inputUri'
+        end
+      end
+      
+      class GoogleCloudDatalabelingV1beta1BoundingBoxEvaluationOptions
+        # @private
+        class Representation < Google::Apis::Core::JsonRepresentation
+          property :iou_threshold, as: 'iouThreshold'
+        end
+      end
+      
+      class GoogleCloudDatalabelingV1beta1BoundingPoly
+        # @private
+        class Representation < Google::Apis::Core::JsonRepresentation
+          collection :vertices, as: 'vertices', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1Vertex, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1Vertex::Representation
+      
+        end
+      end
+      
+      class GoogleCloudDatalabelingV1beta1BoundingPolyConfig
+        # @private
+        class Representation < Google::Apis::Core::JsonRepresentation
+          property :annotation_spec_set, as: 'annotationSpecSet'
+          property :instruction_message, as: 'instructionMessage'
+        end
+      end
+      
+      class GoogleCloudDatalabelingV1beta1ClassificationMetadata
+        # @private
+        class Representation < Google::Apis::Core::JsonRepresentation
+          property :is_multi_label, as: 'isMultiLabel'
+        end
+      end
+      
+      class GoogleCloudDatalabelingV1beta1ClassificationMetrics
+        # @private
+        class Representation < Google::Apis::Core::JsonRepresentation
+          property :confusion_matrix, as: 'confusionMatrix', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1ConfusionMatrix, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1ConfusionMatrix::Representation
+      
+          property :pr_curve, as: 'prCurve', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1PrCurve, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1PrCurve::Representation
+      
+        end
+      end
+      
+      class GoogleCloudDatalabelingV1beta1ConfidenceMetricsEntry
+        # @private
+        class Representation < Google::Apis::Core::JsonRepresentation
+          property :confidence_threshold, as: 'confidenceThreshold'
+          property :f1_score, as: 'f1Score'
+          property :f1_score_at1, as: 'f1ScoreAt1'
+          property :f1_score_at5, as: 'f1ScoreAt5'
+          property :precision, as: 'precision'
+          property :precision_at1, as: 'precisionAt1'
+          property :precision_at5, as: 'precisionAt5'
+          property :recall, as: 'recall'
+          property :recall_at1, as: 'recallAt1'
+          property :recall_at5, as: 'recallAt5'
+        end
+      end
+      
+      class GoogleCloudDatalabelingV1beta1ConfusionMatrix
+        # @private
+        class Representation < Google::Apis::Core::JsonRepresentation
+          collection :row, as: 'row', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1Row, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1Row::Representation
+      
+        end
+      end
+      
+      class GoogleCloudDatalabelingV1beta1ConfusionMatrixEntry
+        # @private
+        class Representation < Google::Apis::Core::JsonRepresentation
+          property :annotation_spec, as: 'annotationSpec', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1AnnotationSpec, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1AnnotationSpec::Representation
+      
+          property :item_count, as: 'itemCount'
+        end
+      end
+      
+      class GoogleCloudDatalabelingV1beta1CreateAnnotationSpecSetRequest
+        # @private
+        class Representation < Google::Apis::Core::JsonRepresentation
+          property :annotation_spec_set, as: 'annotationSpecSet', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1AnnotationSpecSet, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1AnnotationSpecSet::Representation
+      
+        end
+      end
+      
+      class GoogleCloudDatalabelingV1beta1CreateDatasetRequest
+        # @private
+        class Representation < Google::Apis::Core::JsonRepresentation
+          property :dataset, as: 'dataset', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1Dataset, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1Dataset::Representation
+      
+        end
+      end
+      
+      class GoogleCloudDatalabelingV1beta1CreateEvaluationJobRequest
+        # @private
+        class Representation < Google::Apis::Core::JsonRepresentation
+          property :job, as: 'job', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1EvaluationJob, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1EvaluationJob::Representation
+      
+        end
+      end
+      
+      class GoogleCloudDatalabelingV1beta1CreateInstructionMetadata
+        # @private
+        class Representation < Google::Apis::Core::JsonRepresentation
+          property :create_time, as: 'createTime'
+          property :instruction, as: 'instruction'
+          collection :partial_failures, as: 'partialFailures', class: Google::Apis::DatalabelingV1beta1::GoogleRpcStatus, decorator: Google::Apis::DatalabelingV1beta1::GoogleRpcStatus::Representation
+      
+        end
+      end
+      
+      class GoogleCloudDatalabelingV1beta1CreateInstructionRequest
+        # @private
+        class Representation < Google::Apis::Core::JsonRepresentation
+          property :instruction, as: 'instruction', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1Instruction, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1Instruction::Representation
+      
+        end
+      end
+      
+      class GoogleCloudDatalabelingV1beta1CsvInstruction
+        # @private
+        class Representation < Google::Apis::Core::JsonRepresentation
+          property :gcs_file_uri, as: 'gcsFileUri'
+        end
+      end
+      
+      class GoogleCloudDatalabelingV1beta1DataItem
+        # @private
+        class Representation < Google::Apis::Core::JsonRepresentation
+          property :image_payload, as: 'imagePayload', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1ImagePayload, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1ImagePayload::Representation
+      
+          property :name, as: 'name'
+          property :text_payload, as: 'textPayload', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1TextPayload, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1TextPayload::Representation
+      
+          property :video_payload, as: 'videoPayload', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1VideoPayload, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1VideoPayload::Representation
+      
+        end
+      end
+      
+      class GoogleCloudDatalabelingV1beta1Dataset
+        # @private
+        class Representation < Google::Apis::Core::JsonRepresentation
+          collection :blocking_resources, as: 'blockingResources'
+          property :create_time, as: 'createTime'
+          property :data_item_count, :numeric_string => true, as: 'dataItemCount'
+          property :description, as: 'description'
+          property :display_name, as: 'displayName'
+          collection :input_configs, as: 'inputConfigs', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1InputConfig, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1InputConfig::Representation
+      
+          property :last_migrate_time, as: 'lastMigrateTime'
+          property :name, as: 'name'
+        end
+      end
+      
+      class GoogleCloudDatalabelingV1beta1Evaluation
+        # @private
+        class Representation < Google::Apis::Core::JsonRepresentation
+          property :annotation_type, as: 'annotationType'
+          property :config, as: 'config', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1EvaluationConfig, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1EvaluationConfig::Representation
+      
+          property :create_time, as: 'createTime'
+          property :evaluated_item_count, :numeric_string => true, as: 'evaluatedItemCount'
+          property :evaluation_job_run_time, as: 'evaluationJobRunTime'
+          property :evaluation_metrics, as: 'evaluationMetrics', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1EvaluationMetrics, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1EvaluationMetrics::Representation
+      
+          property :name, as: 'name'
+        end
+      end
+      
+      class GoogleCloudDatalabelingV1beta1EvaluationConfig
+        # @private
+        class Representation < Google::Apis::Core::JsonRepresentation
+          property :bounding_box_evaluation_options, as: 'boundingBoxEvaluationOptions', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1BoundingBoxEvaluationOptions, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1BoundingBoxEvaluationOptions::Representation
+      
+        end
+      end
+      
+      class GoogleCloudDatalabelingV1beta1EvaluationJob
+        # @private
+        class Representation < Google::Apis::Core::JsonRepresentation
+          property :annotation_spec_set, as: 'annotationSpecSet'
+          collection :attempts, as: 'attempts', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1Attempt, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1Attempt::Representation
+      
+          property :create_time, as: 'createTime'
+          property :description, as: 'description'
+          property :evaluation_job_config, as: 'evaluationJobConfig', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1EvaluationJobConfig, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1EvaluationJobConfig::Representation
+      
+          property :label_missing_ground_truth, as: 'labelMissingGroundTruth'
+          property :model_version, as: 'modelVersion'
+          property :name, as: 'name'
+          property :schedule, as: 'schedule'
+          property :state, as: 'state'
+        end
+      end
+      
+      class GoogleCloudDatalabelingV1beta1EvaluationJobAlertConfig
+        # @private
+        class Representation < Google::Apis::Core::JsonRepresentation
+          property :email, as: 'email'
+          property :min_acceptable_mean_average_precision, as: 'minAcceptableMeanAveragePrecision'
+        end
+      end
+      
+      class GoogleCloudDatalabelingV1beta1EvaluationJobConfig
+        # @private
+        class Representation < Google::Apis::Core::JsonRepresentation
+          hash :bigquery_import_keys, as: 'bigqueryImportKeys'
+          property :bounding_poly_config, as: 'boundingPolyConfig', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1BoundingPolyConfig, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1BoundingPolyConfig::Representation
+      
+          property :evaluation_config, as: 'evaluationConfig', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1EvaluationConfig, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1EvaluationConfig::Representation
+      
+          property :evaluation_job_alert_config, as: 'evaluationJobAlertConfig', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1EvaluationJobAlertConfig, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1EvaluationJobAlertConfig::Representation
+      
+          property :example_count, as: 'exampleCount'
+          property :example_sample_percentage, as: 'exampleSamplePercentage'
+          property :human_annotation_config, as: 'humanAnnotationConfig', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1HumanAnnotationConfig, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1HumanAnnotationConfig::Representation
+      
+          property :image_classification_config, as: 'imageClassificationConfig', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1ImageClassificationConfig, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1ImageClassificationConfig::Representation
+      
+          property :input_config, as: 'inputConfig', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1InputConfig, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1InputConfig::Representation
+      
+          property :text_classification_config, as: 'textClassificationConfig', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1TextClassificationConfig, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1TextClassificationConfig::Representation
+      
+        end
+      end
+      
+      class GoogleCloudDatalabelingV1beta1EvaluationMetrics
+        # @private
+        class Representation < Google::Apis::Core::JsonRepresentation
+          property :classification_metrics, as: 'classificationMetrics', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1ClassificationMetrics, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1ClassificationMetrics::Representation
+      
+          property :object_detection_metrics, as: 'objectDetectionMetrics', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1ObjectDetectionMetrics, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1ObjectDetectionMetrics::Representation
+      
+        end
+      end
+      
+      class GoogleCloudDatalabelingV1beta1EventConfig
+        # @private
+        class Representation < Google::Apis::Core::JsonRepresentation
+          collection :annotation_spec_sets, as: 'annotationSpecSets'
+          property :clip_length, as: 'clipLength'
+          property :overlap_length, as: 'overlapLength'
+        end
+      end
+      
+      class GoogleCloudDatalabelingV1beta1Example
+        # @private
+        class Representation < Google::Apis::Core::JsonRepresentation
+          collection :annotations, as: 'annotations', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1Annotation, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1Annotation::Representation
+      
+          property :image_payload, as: 'imagePayload', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1ImagePayload, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1ImagePayload::Representation
+      
+          property :name, as: 'name'
+          property :text_payload, as: 'textPayload', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1TextPayload, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1TextPayload::Representation
+      
+          property :video_payload, as: 'videoPayload', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1VideoPayload, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1VideoPayload::Representation
+      
+        end
+      end
+      
+      class GoogleCloudDatalabelingV1beta1ExampleComparison
+        # @private
+        class Representation < Google::Apis::Core::JsonRepresentation
+          property :ground_truth_example, as: 'groundTruthExample', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1Example, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1Example::Representation
+      
+          collection :model_created_examples, as: 'modelCreatedExamples', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1Example, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1Example::Representation
+      
+        end
+      end
+      
+      class GoogleCloudDatalabelingV1beta1ExportDataOperationMetadata
+        # @private
+        class Representation < Google::Apis::Core::JsonRepresentation
+          property :annotated_dataset, as: 'annotatedDataset'
+          property :create_time, as: 'createTime'
+          property :dataset, as: 'dataset'
+          collection :partial_failures, as: 'partialFailures', class: Google::Apis::DatalabelingV1beta1::GoogleRpcStatus, decorator: Google::Apis::DatalabelingV1beta1::GoogleRpcStatus::Representation
+      
+        end
+      end
+      
+      class GoogleCloudDatalabelingV1beta1ExportDataOperationResponse
+        # @private
+        class Representation < Google::Apis::Core::JsonRepresentation
+          property :annotated_dataset, as: 'annotatedDataset'
+          property :dataset, as: 'dataset'
+          property :export_count, as: 'exportCount'
+          property :label_stats, as: 'labelStats', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1LabelStats, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1LabelStats::Representation
+      
+          property :output_config, as: 'outputConfig', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1OutputConfig, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1OutputConfig::Representation
+      
+          property :total_count, as: 'totalCount'
+        end
+      end
+      
+      class GoogleCloudDatalabelingV1beta1ExportDataRequest
+        # @private
+        class Representation < Google::Apis::Core::JsonRepresentation
+          property :annotated_dataset, as: 'annotatedDataset'
+          property :filter, as: 'filter'
+          property :output_config, as: 'outputConfig', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1OutputConfig, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1OutputConfig::Representation
+      
+          property :user_email_address, as: 'userEmailAddress'
+        end
+      end
+      
+      class GoogleCloudDatalabelingV1beta1FeedbackMessage
+        # @private
+        class Representation < Google::Apis::Core::JsonRepresentation
+          property :body, as: 'body'
+          property :create_time, as: 'createTime'
+          property :image, :base64 => true, as: 'image'
+          property :name, as: 'name'
+          property :operator_feedback_metadata, as: 'operatorFeedbackMetadata', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1OperatorFeedbackMetadata, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1OperatorFeedbackMetadata::Representation
+      
+          property :requester_feedback_metadata, as: 'requesterFeedbackMetadata', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1RequesterFeedbackMetadata, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1RequesterFeedbackMetadata::Representation
+      
+        end
+      end
+      
+      class GoogleCloudDatalabelingV1beta1FeedbackThread
+        # @private
+        class Representation < Google::Apis::Core::JsonRepresentation
+          property :feedback_thread_metadata, as: 'feedbackThreadMetadata', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1FeedbackThreadMetadata, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1FeedbackThreadMetadata::Representation
+      
+          property :name, as: 'name'
+        end
+      end
+      
+      class GoogleCloudDatalabelingV1beta1FeedbackThreadMetadata
+        # @private
+        class Representation < Google::Apis::Core::JsonRepresentation
+          property :create_time, as: 'createTime'
+          property :last_update_time, as: 'lastUpdateTime'
+          property :status, as: 'status'
+          property :thumbnail, :base64 => true, as: 'thumbnail'
+        end
+      end
+      
+      class GoogleCloudDatalabelingV1beta1GcsDestination
+        # @private
+        class Representation < Google::Apis::Core::JsonRepresentation
+          property :mime_type, as: 'mimeType'
+          property :output_uri, as: 'outputUri'
+        end
+      end
+      
+      class GoogleCloudDatalabelingV1beta1GcsFolderDestination
+        # @private
+        class Representation < Google::Apis::Core::JsonRepresentation
+          property :output_folder_uri, as: 'outputFolderUri'
+        end
+      end
+      
+      class GoogleCloudDatalabelingV1beta1GcsSource
+        # @private
+        class Representation < Google::Apis::Core::JsonRepresentation
+          property :input_uri, as: 'inputUri'
+          property :mime_type, as: 'mimeType'
+        end
+      end
+      
+      class GoogleCloudDatalabelingV1beta1HumanAnnotationConfig
+        # @private
+        class Representation < Google::Apis::Core::JsonRepresentation
+          property :annotated_dataset_description, as: 'annotatedDatasetDescription'
+          property :annotated_dataset_display_name, as: 'annotatedDatasetDisplayName'
+          collection :contributor_emails, as: 'contributorEmails'
+          property :instruction, as: 'instruction'
+          property :label_group, as: 'labelGroup'
+          property :language_code, as: 'languageCode'
+          property :question_duration, as: 'questionDuration'
+          property :replica_count, as: 'replicaCount'
+          property :user_email_address, as: 'userEmailAddress'
+        end
+      end
+      
+      class GoogleCloudDatalabelingV1beta1ImageBoundingPolyAnnotation
+        # @private
+        class Representation < Google::Apis::Core::JsonRepresentation
+          property :annotation_spec, as: 'annotationSpec', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1AnnotationSpec, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1AnnotationSpec::Representation
+      
+          property :bounding_poly, as: 'boundingPoly', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1BoundingPoly, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1BoundingPoly::Representation
+      
+          property :normalized_bounding_poly, as: 'normalizedBoundingPoly', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1NormalizedBoundingPoly, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1NormalizedBoundingPoly::Representation
+      
+        end
+      end
+      
+      class GoogleCloudDatalabelingV1beta1ImageClassificationAnnotation
+        # @private
+        class Representation < Google::Apis::Core::JsonRepresentation
+          property :annotation_spec, as: 'annotationSpec', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1AnnotationSpec, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1AnnotationSpec::Representation
+      
+        end
+      end
+      
+      class GoogleCloudDatalabelingV1beta1ImageClassificationConfig
+        # @private
+        class Representation < Google::Apis::Core::JsonRepresentation
+          property :allow_multi_label, as: 'allowMultiLabel'
+          property :annotation_spec_set, as: 'annotationSpecSet'
+          property :answer_aggregation_type, as: 'answerAggregationType'
+        end
+      end
+      
+      class GoogleCloudDatalabelingV1beta1ImagePayload
+        # @private
+        class Representation < Google::Apis::Core::JsonRepresentation
+          property :image_thumbnail, :base64 => true, as: 'imageThumbnail'
+          property :image_uri, as: 'imageUri'
+          property :mime_type, as: 'mimeType'
+          property :signed_uri, as: 'signedUri'
+        end
+      end
+      
+      class GoogleCloudDatalabelingV1beta1ImagePolylineAnnotation
+        # @private
+        class Representation < Google::Apis::Core::JsonRepresentation
+          property :annotation_spec, as: 'annotationSpec', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1AnnotationSpec, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1AnnotationSpec::Representation
+      
+          property :normalized_polyline, as: 'normalizedPolyline', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1NormalizedPolyline, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1NormalizedPolyline::Representation
+      
+          property :polyline, as: 'polyline', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1Polyline, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1Polyline::Representation
+      
+        end
+      end
+      
+      class GoogleCloudDatalabelingV1beta1ImageSegmentationAnnotation
+        # @private
+        class Representation < Google::Apis::Core::JsonRepresentation
+          hash :annotation_colors, as: 'annotationColors', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1AnnotationSpec, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1AnnotationSpec::Representation
+      
+          property :image_bytes, :base64 => true, as: 'imageBytes'
+          property :mime_type, as: 'mimeType'
+        end
+      end
+      
+      class GoogleCloudDatalabelingV1beta1ImportDataOperationMetadata
+        # @private
+        class Representation < Google::Apis::Core::JsonRepresentation
+          property :create_time, as: 'createTime'
+          property :dataset, as: 'dataset'
+          collection :partial_failures, as: 'partialFailures', class: Google::Apis::DatalabelingV1beta1::GoogleRpcStatus, decorator: Google::Apis::DatalabelingV1beta1::GoogleRpcStatus::Representation
+      
+        end
+      end
+      
+      class GoogleCloudDatalabelingV1beta1ImportDataOperationResponse
+        # @private
+        class Representation < Google::Apis::Core::JsonRepresentation
+          property :dataset, as: 'dataset'
+          property :import_count, as: 'importCount'
+          property :total_count, as: 'totalCount'
+        end
+      end
+      
+      class GoogleCloudDatalabelingV1beta1ImportDataRequest
+        # @private
+        class Representation < Google::Apis::Core::JsonRepresentation
+          property :input_config, as: 'inputConfig', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1InputConfig, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1InputConfig::Representation
+      
+          property :user_email_address, as: 'userEmailAddress'
+        end
+      end
+      
+      class GoogleCloudDatalabelingV1beta1InputConfig
+        # @private
+        class Representation < Google::Apis::Core::JsonRepresentation
+          property :annotation_type, as: 'annotationType'
+          property :bigquery_source, as: 'bigquerySource', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1BigQuerySource, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1BigQuerySource::Representation
+      
+          property :classification_metadata, as: 'classificationMetadata', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1ClassificationMetadata, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1ClassificationMetadata::Representation
+      
+          property :data_type, as: 'dataType'
+          property :gcs_source, as: 'gcsSource', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1GcsSource, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1GcsSource::Representation
+      
+          property :text_metadata, as: 'textMetadata', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1TextMetadata, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1TextMetadata::Representation
+      
+        end
+      end
+      
+      class GoogleCloudDatalabelingV1beta1Instruction
+        # @private
+        class Representation < Google::Apis::Core::JsonRepresentation
+          collection :blocking_resources, as: 'blockingResources'
+          property :create_time, as: 'createTime'
+          property :csv_instruction, as: 'csvInstruction', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1CsvInstruction, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1CsvInstruction::Representation
+      
+          property :data_type, as: 'dataType'
+          property :description, as: 'description'
+          property :display_name, as: 'displayName'
+          property :name, as: 'name'
+          property :pdf_instruction, as: 'pdfInstruction', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1PdfInstruction, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1PdfInstruction::Representation
+      
+          property :update_time, as: 'updateTime'
+        end
+      end
+      
+      class GoogleCloudDatalabelingV1beta1LabelImageBoundingBoxOperationMetadata
+        # @private
+        class Representation < Google::Apis::Core::JsonRepresentation
+          property :basic_config, as: 'basicConfig', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1HumanAnnotationConfig, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1HumanAnnotationConfig::Representation
+      
+        end
+      end
+      
+      class GoogleCloudDatalabelingV1beta1LabelImageBoundingPolyOperationMetadata
+        # @private
+        class Representation < Google::Apis::Core::JsonRepresentation
+          property :basic_config, as: 'basicConfig', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1HumanAnnotationConfig, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1HumanAnnotationConfig::Representation
+      
+        end
+      end
+      
+      class GoogleCloudDatalabelingV1beta1LabelImageClassificationOperationMetadata
+        # @private
+        class Representation < Google::Apis::Core::JsonRepresentation
+          property :basic_config, as: 'basicConfig', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1HumanAnnotationConfig, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1HumanAnnotationConfig::Representation
+      
+        end
+      end
+      
+      class GoogleCloudDatalabelingV1beta1LabelImageOrientedBoundingBoxOperationMetadata
+        # @private
+        class Representation < Google::Apis::Core::JsonRepresentation
+          property :basic_config, as: 'basicConfig', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1HumanAnnotationConfig, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1HumanAnnotationConfig::Representation
+      
+        end
+      end
+      
+      class GoogleCloudDatalabelingV1beta1LabelImagePolylineOperationMetadata
+        # @private
+        class Representation < Google::Apis::Core::JsonRepresentation
+          property :basic_config, as: 'basicConfig', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1HumanAnnotationConfig, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1HumanAnnotationConfig::Representation
+      
+        end
+      end
+      
+      class GoogleCloudDatalabelingV1beta1LabelImageRequest
+        # @private
+        class Representation < Google::Apis::Core::JsonRepresentation
+          property :basic_config, as: 'basicConfig', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1HumanAnnotationConfig, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1HumanAnnotationConfig::Representation
+      
+          property :bounding_poly_config, as: 'boundingPolyConfig', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1BoundingPolyConfig, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1BoundingPolyConfig::Representation
+      
+          property :feature, as: 'feature'
+          property :image_classification_config, as: 'imageClassificationConfig', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1ImageClassificationConfig, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1ImageClassificationConfig::Representation
+      
+          property :polyline_config, as: 'polylineConfig', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1PolylineConfig, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1PolylineConfig::Representation
+      
+          property :segmentation_config, as: 'segmentationConfig', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1SegmentationConfig, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1SegmentationConfig::Representation
+      
+        end
+      end
+      
+      class GoogleCloudDatalabelingV1beta1LabelImageSegmentationOperationMetadata
+        # @private
+        class Representation < Google::Apis::Core::JsonRepresentation
+          property :basic_config, as: 'basicConfig', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1HumanAnnotationConfig, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1HumanAnnotationConfig::Representation
+      
+        end
+      end
+      
+      class GoogleCloudDatalabelingV1beta1LabelOperationMetadata
+        # @private
+        class Representation < Google::Apis::Core::JsonRepresentation
+          property :annotated_dataset, as: 'annotatedDataset'
+          property :create_time, as: 'createTime'
+          property :dataset, as: 'dataset'
+          property :image_bounding_box_details, as: 'imageBoundingBoxDetails', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1LabelImageBoundingBoxOperationMetadata, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1LabelImageBoundingBoxOperationMetadata::Representation
+      
+          property :image_bounding_poly_details, as: 'imageBoundingPolyDetails', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1LabelImageBoundingPolyOperationMetadata, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1LabelImageBoundingPolyOperationMetadata::Representation
+      
+          property :image_classification_details, as: 'imageClassificationDetails', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1LabelImageClassificationOperationMetadata, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1LabelImageClassificationOperationMetadata::Representation
+      
+          property :image_oriented_bounding_box_details, as: 'imageOrientedBoundingBoxDetails', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1LabelImageOrientedBoundingBoxOperationMetadata, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1LabelImageOrientedBoundingBoxOperationMetadata::Representation
+      
+          property :image_polyline_details, as: 'imagePolylineDetails', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1LabelImagePolylineOperationMetadata, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1LabelImagePolylineOperationMetadata::Representation
+      
+          property :image_segmentation_details, as: 'imageSegmentationDetails', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1LabelImageSegmentationOperationMetadata, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1LabelImageSegmentationOperationMetadata::Representation
+      
+          collection :partial_failures, as: 'partialFailures', class: Google::Apis::DatalabelingV1beta1::GoogleRpcStatus, decorator: Google::Apis::DatalabelingV1beta1::GoogleRpcStatus::Representation
+      
+          property :progress_percent, as: 'progressPercent'
+          property :text_classification_details, as: 'textClassificationDetails', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1LabelTextClassificationOperationMetadata, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1LabelTextClassificationOperationMetadata::Representation
+      
+          property :text_entity_extraction_details, as: 'textEntityExtractionDetails', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1LabelTextEntityExtractionOperationMetadata, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1LabelTextEntityExtractionOperationMetadata::Representation
+      
+          property :video_classification_details, as: 'videoClassificationDetails', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1LabelVideoClassificationOperationMetadata, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1LabelVideoClassificationOperationMetadata::Representation
+      
+          property :video_event_details, as: 'videoEventDetails', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1LabelVideoEventOperationMetadata, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1LabelVideoEventOperationMetadata::Representation
+      
+          property :video_object_detection_details, as: 'videoObjectDetectionDetails', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1LabelVideoObjectDetectionOperationMetadata, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1LabelVideoObjectDetectionOperationMetadata::Representation
+      
+          property :video_object_tracking_details, as: 'videoObjectTrackingDetails', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1LabelVideoObjectTrackingOperationMetadata, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1LabelVideoObjectTrackingOperationMetadata::Representation
+      
+        end
+      end
+      
+      class GoogleCloudDatalabelingV1beta1LabelStats
+        # @private
+        class Representation < Google::Apis::Core::JsonRepresentation
+          hash :example_count, as: 'exampleCount'
+        end
+      end
+      
+      class GoogleCloudDatalabelingV1beta1LabelTextClassificationOperationMetadata
+        # @private
+        class Representation < Google::Apis::Core::JsonRepresentation
+          property :basic_config, as: 'basicConfig', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1HumanAnnotationConfig, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1HumanAnnotationConfig::Representation
+      
+        end
+      end
+      
+      class GoogleCloudDatalabelingV1beta1LabelTextEntityExtractionOperationMetadata
+        # @private
+        class Representation < Google::Apis::Core::JsonRepresentation
+          property :basic_config, as: 'basicConfig', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1HumanAnnotationConfig, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1HumanAnnotationConfig::Representation
+      
+        end
+      end
+      
+      class GoogleCloudDatalabelingV1beta1LabelTextRequest
+        # @private
+        class Representation < Google::Apis::Core::JsonRepresentation
+          property :basic_config, as: 'basicConfig', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1HumanAnnotationConfig, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1HumanAnnotationConfig::Representation
+      
+          property :feature, as: 'feature'
+          property :text_classification_config, as: 'textClassificationConfig', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1TextClassificationConfig, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1TextClassificationConfig::Representation
+      
+          property :text_entity_extraction_config, as: 'textEntityExtractionConfig', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1TextEntityExtractionConfig, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1TextEntityExtractionConfig::Representation
+      
+        end
+      end
+      
+      class GoogleCloudDatalabelingV1beta1LabelVideoClassificationOperationMetadata
+        # @private
+        class Representation < Google::Apis::Core::JsonRepresentation
+          property :basic_config, as: 'basicConfig', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1HumanAnnotationConfig, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1HumanAnnotationConfig::Representation
+      
+        end
+      end
+      
+      class GoogleCloudDatalabelingV1beta1LabelVideoEventOperationMetadata
+        # @private
+        class Representation < Google::Apis::Core::JsonRepresentation
+          property :basic_config, as: 'basicConfig', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1HumanAnnotationConfig, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1HumanAnnotationConfig::Representation
+      
+        end
+      end
+      
+      class GoogleCloudDatalabelingV1beta1LabelVideoObjectDetectionOperationMetadata
+        # @private
+        class Representation < Google::Apis::Core::JsonRepresentation
+          property :basic_config, as: 'basicConfig', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1HumanAnnotationConfig, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1HumanAnnotationConfig::Representation
+      
+        end
+      end
+      
+      class GoogleCloudDatalabelingV1beta1LabelVideoObjectTrackingOperationMetadata
+        # @private
+        class Representation < Google::Apis::Core::JsonRepresentation
+          property :basic_config, as: 'basicConfig', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1HumanAnnotationConfig, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1HumanAnnotationConfig::Representation
+      
+        end
+      end
+      
+      class GoogleCloudDatalabelingV1beta1LabelVideoRequest
+        # @private
+        class Representation < Google::Apis::Core::JsonRepresentation
+          property :basic_config, as: 'basicConfig', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1HumanAnnotationConfig, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1HumanAnnotationConfig::Representation
+      
+          property :event_config, as: 'eventConfig', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1EventConfig, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1EventConfig::Representation
+      
+          property :feature, as: 'feature'
+          property :object_detection_config, as: 'objectDetectionConfig', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1ObjectDetectionConfig, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1ObjectDetectionConfig::Representation
+      
+          property :object_tracking_config, as: 'objectTrackingConfig', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1ObjectTrackingConfig, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1ObjectTrackingConfig::Representation
+      
+          property :video_classification_config, as: 'videoClassificationConfig', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1VideoClassificationConfig, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1VideoClassificationConfig::Representation
+      
+        end
+      end
+      
+      class GoogleCloudDatalabelingV1beta1ListAnnotatedDatasetsResponse
+        # @private
+        class Representation < Google::Apis::Core::JsonRepresentation
+          collection :annotated_datasets, as: 'annotatedDatasets', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1AnnotatedDataset, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1AnnotatedDataset::Representation
+      
+          property :next_page_token, as: 'nextPageToken'
+        end
+      end
+      
+      class GoogleCloudDatalabelingV1beta1ListAnnotationSpecSetsResponse
+        # @private
+        class Representation < Google::Apis::Core::JsonRepresentation
+          collection :annotation_spec_sets, as: 'annotationSpecSets', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1AnnotationSpecSet, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1AnnotationSpecSet::Representation
+      
+          property :next_page_token, as: 'nextPageToken'
+        end
+      end
+      
+      class GoogleCloudDatalabelingV1beta1ListDataItemsResponse
+        # @private
+        class Representation < Google::Apis::Core::JsonRepresentation
+          collection :data_items, as: 'dataItems', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1DataItem, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1DataItem::Representation
+      
+          property :next_page_token, as: 'nextPageToken'
+        end
+      end
+      
+      class GoogleCloudDatalabelingV1beta1ListDatasetsResponse
+        # @private
+        class Representation < Google::Apis::Core::JsonRepresentation
+          collection :datasets, as: 'datasets', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1Dataset, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1Dataset::Representation
+      
+          property :next_page_token, as: 'nextPageToken'
+        end
+      end
+      
+      class GoogleCloudDatalabelingV1beta1ListEvaluationJobsResponse
+        # @private
+        class Representation < Google::Apis::Core::JsonRepresentation
+          collection :evaluation_jobs, as: 'evaluationJobs', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1EvaluationJob, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1EvaluationJob::Representation
+      
+          property :next_page_token, as: 'nextPageToken'
+        end
+      end
+      
+      class GoogleCloudDatalabelingV1beta1ListExamplesResponse
+        # @private
+        class Representation < Google::Apis::Core::JsonRepresentation
+          collection :examples, as: 'examples', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1Example, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1Example::Representation
+      
+          property :next_page_token, as: 'nextPageToken'
+        end
+      end
+      
+      class GoogleCloudDatalabelingV1beta1ListFeedbackMessagesResponse
+        # @private
+        class Representation < Google::Apis::Core::JsonRepresentation
+          collection :feedback_messages, as: 'feedbackMessages', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1FeedbackMessage, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1FeedbackMessage::Representation
+      
+          property :next_page_token, as: 'nextPageToken'
+        end
+      end
+      
+      class GoogleCloudDatalabelingV1beta1ListFeedbackThreadsResponse
+        # @private
+        class Representation < Google::Apis::Core::JsonRepresentation
+          collection :feedback_threads, as: 'feedbackThreads', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1FeedbackThread, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1FeedbackThread::Representation
+      
+          property :next_page_token, as: 'nextPageToken'
+        end
+      end
+      
+      class GoogleCloudDatalabelingV1beta1ListInstructionsResponse
+        # @private
+        class Representation < Google::Apis::Core::JsonRepresentation
+          collection :instructions, as: 'instructions', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1Instruction, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1Instruction::Representation
+      
+          property :next_page_token, as: 'nextPageToken'
+        end
+      end
+      
+      class GoogleCloudDatalabelingV1beta1NormalizedBoundingPoly
+        # @private
+        class Representation < Google::Apis::Core::JsonRepresentation
+          collection :normalized_vertices, as: 'normalizedVertices', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1NormalizedVertex, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1NormalizedVertex::Representation
+      
+        end
+      end
+      
+      class GoogleCloudDatalabelingV1beta1NormalizedPolyline
+        # @private
+        class Representation < Google::Apis::Core::JsonRepresentation
+          collection :normalized_vertices, as: 'normalizedVertices', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1NormalizedVertex, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1NormalizedVertex::Representation
+      
+        end
+      end
+      
+      class GoogleCloudDatalabelingV1beta1NormalizedVertex
+        # @private
+        class Representation < Google::Apis::Core::JsonRepresentation
+          property :x, as: 'x'
+          property :y, as: 'y'
+        end
+      end
+      
+      class GoogleCloudDatalabelingV1beta1ObjectDetectionConfig
+        # @private
+        class Representation < Google::Apis::Core::JsonRepresentation
+          property :annotation_spec_set, as: 'annotationSpecSet'
+          property :extraction_frame_rate, as: 'extractionFrameRate'
+        end
+      end
+      
+      class GoogleCloudDatalabelingV1beta1ObjectDetectionMetrics
+        # @private
+        class Representation < Google::Apis::Core::JsonRepresentation
+          property :pr_curve, as: 'prCurve', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1PrCurve, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1PrCurve::Representation
+      
+        end
+      end
+      
+      class GoogleCloudDatalabelingV1beta1ObjectTrackingConfig
+        # @private
+        class Representation < Google::Apis::Core::JsonRepresentation
+          property :annotation_spec_set, as: 'annotationSpecSet'
+          property :clip_length, as: 'clipLength'
+          property :overlap_length, as: 'overlapLength'
+        end
+      end
+      
+      class GoogleCloudDatalabelingV1beta1ObjectTrackingFrame
+        # @private
+        class Representation < Google::Apis::Core::JsonRepresentation
+          property :bounding_poly, as: 'boundingPoly', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1BoundingPoly, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1BoundingPoly::Representation
+      
+          property :normalized_bounding_poly, as: 'normalizedBoundingPoly', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1NormalizedBoundingPoly, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1NormalizedBoundingPoly::Representation
+      
+          property :time_offset, as: 'timeOffset'
+        end
+      end
+      
+      class GoogleCloudDatalabelingV1beta1OperatorFeedbackMetadata
+        # @private
+        class Representation < Google::Apis::Core::JsonRepresentation
+        end
+      end
+      
+      class GoogleCloudDatalabelingV1beta1OperatorMetadata
+        # @private
+        class Representation < Google::Apis::Core::JsonRepresentation
+          collection :comments, as: 'comments'
+          property :label_votes, as: 'labelVotes'
+          property :score, as: 'score'
+          property :total_votes, as: 'totalVotes'
+        end
+      end
+      
+      class GoogleCloudDatalabelingV1beta1OutputConfig
+        # @private
+        class Representation < Google::Apis::Core::JsonRepresentation
+          property :gcs_destination, as: 'gcsDestination', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1GcsDestination, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1GcsDestination::Representation
+      
+          property :gcs_folder_destination, as: 'gcsFolderDestination', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1GcsFolderDestination, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1GcsFolderDestination::Representation
+      
+        end
+      end
+      
+      class GoogleCloudDatalabelingV1beta1PauseEvaluationJobRequest
+        # @private
+        class Representation < Google::Apis::Core::JsonRepresentation
+        end
+      end
+      
+      class GoogleCloudDatalabelingV1beta1PdfInstruction
+        # @private
+        class Representation < Google::Apis::Core::JsonRepresentation
+          property :gcs_file_uri, as: 'gcsFileUri'
+        end
+      end
+      
+      class GoogleCloudDatalabelingV1beta1Polyline
+        # @private
+        class Representation < Google::Apis::Core::JsonRepresentation
+          collection :vertices, as: 'vertices', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1Vertex, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1Vertex::Representation
+      
+        end
+      end
+      
+      class GoogleCloudDatalabelingV1beta1PolylineConfig
+        # @private
+        class Representation < Google::Apis::Core::JsonRepresentation
+          property :annotation_spec_set, as: 'annotationSpecSet'
+          property :instruction_message, as: 'instructionMessage'
+        end
+      end
+      
+      class GoogleCloudDatalabelingV1beta1PrCurve
+        # @private
+        class Representation < Google::Apis::Core::JsonRepresentation
+          property :annotation_spec, as: 'annotationSpec', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1AnnotationSpec, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1AnnotationSpec::Representation
+      
+          property :area_under_curve, as: 'areaUnderCurve'
+          collection :confidence_metrics_entries, as: 'confidenceMetricsEntries', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1ConfidenceMetricsEntry, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1ConfidenceMetricsEntry::Representation
+      
+          property :mean_average_precision, as: 'meanAveragePrecision'
+        end
+      end
+      
+      class GoogleCloudDatalabelingV1beta1RequesterFeedbackMetadata
+        # @private
+        class Representation < Google::Apis::Core::JsonRepresentation
+        end
+      end
+      
+      class GoogleCloudDatalabelingV1beta1ResumeEvaluationJobRequest
+        # @private
+        class Representation < Google::Apis::Core::JsonRepresentation
+        end
+      end
+      
+      class GoogleCloudDatalabelingV1beta1Row
+        # @private
+        class Representation < Google::Apis::Core::JsonRepresentation
+          property :annotation_spec, as: 'annotationSpec', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1AnnotationSpec, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1AnnotationSpec::Representation
+      
+          collection :entries, as: 'entries', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1ConfusionMatrixEntry, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1ConfusionMatrixEntry::Representation
+      
+        end
+      end
+      
+      class GoogleCloudDatalabelingV1beta1SearchEvaluationsResponse
+        # @private
+        class Representation < Google::Apis::Core::JsonRepresentation
+          collection :evaluations, as: 'evaluations', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1Evaluation, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1Evaluation::Representation
+      
+          property :next_page_token, as: 'nextPageToken'
+        end
+      end
+      
+      class GoogleCloudDatalabelingV1beta1SearchExampleComparisonsRequest
+        # @private
+        class Representation < Google::Apis::Core::JsonRepresentation
+          property :page_size, as: 'pageSize'
+          property :page_token, as: 'pageToken'
+        end
+      end
+      
+      class GoogleCloudDatalabelingV1beta1SearchExampleComparisonsResponse
+        # @private
+        class Representation < Google::Apis::Core::JsonRepresentation
+          collection :example_comparisons, as: 'exampleComparisons', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1ExampleComparison, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1ExampleComparison::Representation
+      
+          property :next_page_token, as: 'nextPageToken'
+        end
+      end
+      
+      class GoogleCloudDatalabelingV1beta1SegmentationConfig
+        # @private
+        class Representation < Google::Apis::Core::JsonRepresentation
+          property :annotation_spec_set, as: 'annotationSpecSet'
+          property :instruction_message, as: 'instructionMessage'
+        end
+      end
+      
+      class GoogleCloudDatalabelingV1beta1SentimentConfig
+        # @private
+        class Representation < Google::Apis::Core::JsonRepresentation
+          property :enable_label_sentiment_selection, as: 'enableLabelSentimentSelection'
+        end
+      end
+      
+      class GoogleCloudDatalabelingV1beta1SequentialSegment
+        # @private
+        class Representation < Google::Apis::Core::JsonRepresentation
+          property :end, as: 'end'
+          property :start, as: 'start'
+        end
+      end
+      
+      class GoogleCloudDatalabelingV1beta1TextClassificationAnnotation
+        # @private
+        class Representation < Google::Apis::Core::JsonRepresentation
+          property :annotation_spec, as: 'annotationSpec', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1AnnotationSpec, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1AnnotationSpec::Representation
+      
+        end
+      end
+      
+      class GoogleCloudDatalabelingV1beta1TextClassificationConfig
+        # @private
+        class Representation < Google::Apis::Core::JsonRepresentation
+          property :allow_multi_label, as: 'allowMultiLabel'
+          property :annotation_spec_set, as: 'annotationSpecSet'
+          property :sentiment_config, as: 'sentimentConfig', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1SentimentConfig, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1SentimentConfig::Representation
+      
+        end
+      end
+      
+      class GoogleCloudDatalabelingV1beta1TextEntityExtractionAnnotation
+        # @private
+        class Representation < Google::Apis::Core::JsonRepresentation
+          property :annotation_spec, as: 'annotationSpec', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1AnnotationSpec, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1AnnotationSpec::Representation
+      
+          property :sequential_segment, as: 'sequentialSegment', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1SequentialSegment, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1SequentialSegment::Representation
+      
+        end
+      end
+      
+      class GoogleCloudDatalabelingV1beta1TextEntityExtractionConfig
+        # @private
+        class Representation < Google::Apis::Core::JsonRepresentation
+          property :annotation_spec_set, as: 'annotationSpecSet'
+        end
+      end
+      
+      class GoogleCloudDatalabelingV1beta1TextMetadata
+        # @private
+        class Representation < Google::Apis::Core::JsonRepresentation
+          property :language_code, as: 'languageCode'
+        end
+      end
+      
+      class GoogleCloudDatalabelingV1beta1TextPayload
+        # @private
+        class Representation < Google::Apis::Core::JsonRepresentation
+          property :text_content, as: 'textContent'
+        end
+      end
+      
+      class GoogleCloudDatalabelingV1beta1TimeSegment
+        # @private
+        class Representation < Google::Apis::Core::JsonRepresentation
+          property :end_time_offset, as: 'endTimeOffset'
+          property :start_time_offset, as: 'startTimeOffset'
+        end
+      end
+      
+      class GoogleCloudDatalabelingV1beta1Vertex
+        # @private
+        class Representation < Google::Apis::Core::JsonRepresentation
+          property :x, as: 'x'
+          property :y, as: 'y'
+        end
+      end
+      
+      class GoogleCloudDatalabelingV1beta1VideoClassificationAnnotation
+        # @private
+        class Representation < Google::Apis::Core::JsonRepresentation
+          property :annotation_spec, as: 'annotationSpec', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1AnnotationSpec, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1AnnotationSpec::Representation
+      
+          property :time_segment, as: 'timeSegment', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1TimeSegment, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1TimeSegment::Representation
+      
+        end
+      end
+      
+      class GoogleCloudDatalabelingV1beta1VideoClassificationConfig
+        # @private
+        class Representation < Google::Apis::Core::JsonRepresentation
+          collection :annotation_spec_set_configs, as: 'annotationSpecSetConfigs', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1AnnotationSpecSetConfig, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1AnnotationSpecSetConfig::Representation
+      
+          property :apply_shot_detection, as: 'applyShotDetection'
+        end
+      end
+      
+      class GoogleCloudDatalabelingV1beta1VideoEventAnnotation
+        # @private
+        class Representation < Google::Apis::Core::JsonRepresentation
+          property :annotation_spec, as: 'annotationSpec', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1AnnotationSpec, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1AnnotationSpec::Representation
+      
+          property :time_segment, as: 'timeSegment', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1TimeSegment, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1TimeSegment::Representation
+      
+        end
+      end
+      
+      class GoogleCloudDatalabelingV1beta1VideoObjectTrackingAnnotation
+        # @private
+        class Representation < Google::Apis::Core::JsonRepresentation
+          property :annotation_spec, as: 'annotationSpec', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1AnnotationSpec, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1AnnotationSpec::Representation
+      
+          collection :object_tracking_frames, as: 'objectTrackingFrames', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1ObjectTrackingFrame, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1ObjectTrackingFrame::Representation
+      
+          property :time_segment, as: 'timeSegment', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1TimeSegment, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1TimeSegment::Representation
+      
+        end
+      end
+      
+      class GoogleCloudDatalabelingV1beta1VideoPayload
+        # @private
+        class Representation < Google::Apis::Core::JsonRepresentation
+          property :frame_rate, as: 'frameRate'
+          property :mime_type, as: 'mimeType'
+          property :signed_uri, as: 'signedUri'
+          collection :video_thumbnails, as: 'videoThumbnails', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1VideoThumbnail, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1VideoThumbnail::Representation
+      
+          property :video_uri, as: 'videoUri'
+        end
+      end
+      
+      class GoogleCloudDatalabelingV1beta1VideoThumbnail
+        # @private
+        class Representation < Google::Apis::Core::JsonRepresentation
+          property :thumbnail, :base64 => true, as: 'thumbnail'
+          property :time_offset, as: 'timeOffset'
+        end
+      end
+      
+      class GoogleCloudDatalabelingV1p1alpha1CreateInstructionMetadata
+        # @private
+        class Representation < Google::Apis::Core::JsonRepresentation
+          property :create_time, as: 'createTime'
+          property :instruction, as: 'instruction'
+          collection :partial_failures, as: 'partialFailures', class: Google::Apis::DatalabelingV1beta1::GoogleRpcStatus, decorator: Google::Apis::DatalabelingV1beta1::GoogleRpcStatus::Representation
+      
+        end
+      end
+      
+      class GoogleCloudDatalabelingV1p1alpha1ExportDataOperationMetadata
+        # @private
+        class Representation < Google::Apis::Core::JsonRepresentation
+          property :annotated_dataset, as: 'annotatedDataset'
+          property :create_time, as: 'createTime'
+          property :dataset, as: 'dataset'
+          collection :partial_failures, as: 'partialFailures', class: Google::Apis::DatalabelingV1beta1::GoogleRpcStatus, decorator: Google::Apis::DatalabelingV1beta1::GoogleRpcStatus::Representation
+      
+        end
+      end
+      
+      class GoogleCloudDatalabelingV1p1alpha1ExportDataOperationResponse
+        # @private
+        class Representation < Google::Apis::Core::JsonRepresentation
+          property :annotated_dataset, as: 'annotatedDataset'
+          property :dataset, as: 'dataset'
+          property :export_count, as: 'exportCount'
+          property :label_stats, as: 'labelStats', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1p1alpha1LabelStats, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1p1alpha1LabelStats::Representation
+      
+          property :output_config, as: 'outputConfig', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1p1alpha1OutputConfig, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1p1alpha1OutputConfig::Representation
+      
+          property :total_count, as: 'totalCount'
+        end
+      end
+      
+      class GoogleCloudDatalabelingV1p1alpha1GcsDestination
+        # @private
+        class Representation < Google::Apis::Core::JsonRepresentation
+          property :mime_type, as: 'mimeType'
+          property :output_uri, as: 'outputUri'
+        end
+      end
+      
+      class GoogleCloudDatalabelingV1p1alpha1GcsFolderDestination
+        # @private
+        class Representation < Google::Apis::Core::JsonRepresentation
+          property :output_folder_uri, as: 'outputFolderUri'
+        end
+      end
+      
+      class GoogleCloudDatalabelingV1p1alpha1GenerateAnalysisReportOperationMetadata
+        # @private
+        class Representation < Google::Apis::Core::JsonRepresentation
+          property :create_time, as: 'createTime'
+          property :dataset, as: 'dataset'
+        end
+      end
+      
+      class GoogleCloudDatalabelingV1p1alpha1HumanAnnotationConfig
+        # @private
+        class Representation < Google::Apis::Core::JsonRepresentation
+          property :annotated_dataset_description, as: 'annotatedDatasetDescription'
+          property :annotated_dataset_display_name, as: 'annotatedDatasetDisplayName'
+          collection :contributor_emails, as: 'contributorEmails'
+          property :instruction, as: 'instruction'
+          property :label_group, as: 'labelGroup'
+          property :language_code, as: 'languageCode'
+          property :question_duration, as: 'questionDuration'
+          property :replica_count, as: 'replicaCount'
+          property :user_email_address, as: 'userEmailAddress'
+        end
+      end
+      
+      class GoogleCloudDatalabelingV1p1alpha1ImportDataOperationMetadata
+        # @private
+        class Representation < Google::Apis::Core::JsonRepresentation
+          property :create_time, as: 'createTime'
+          property :dataset, as: 'dataset'
+          collection :partial_failures, as: 'partialFailures', class: Google::Apis::DatalabelingV1beta1::GoogleRpcStatus, decorator: Google::Apis::DatalabelingV1beta1::GoogleRpcStatus::Representation
+      
+        end
+      end
+      
+      class GoogleCloudDatalabelingV1p1alpha1ImportDataOperationResponse
+        # @private
+        class Representation < Google::Apis::Core::JsonRepresentation
+          property :dataset, as: 'dataset'
+          property :import_count, as: 'importCount'
+          property :total_count, as: 'totalCount'
+        end
+      end
+      
+      class GoogleCloudDatalabelingV1p1alpha1LabelImageBoundingBoxOperationMetadata
+        # @private
+        class Representation < Google::Apis::Core::JsonRepresentation
+          property :basic_config, as: 'basicConfig', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1p1alpha1HumanAnnotationConfig, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1p1alpha1HumanAnnotationConfig::Representation
+      
+        end
+      end
+      
+      class GoogleCloudDatalabelingV1p1alpha1LabelImageBoundingPolyOperationMetadata
+        # @private
+        class Representation < Google::Apis::Core::JsonRepresentation
+          property :basic_config, as: 'basicConfig', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1p1alpha1HumanAnnotationConfig, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1p1alpha1HumanAnnotationConfig::Representation
+      
+        end
+      end
+      
+      class GoogleCloudDatalabelingV1p1alpha1LabelImageClassificationOperationMetadata
+        # @private
+        class Representation < Google::Apis::Core::JsonRepresentation
+          property :basic_config, as: 'basicConfig', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1p1alpha1HumanAnnotationConfig, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1p1alpha1HumanAnnotationConfig::Representation
+      
+        end
+      end
+      
+      class GoogleCloudDatalabelingV1p1alpha1LabelImageOrientedBoundingBoxOperationMetadata
+        # @private
+        class Representation < Google::Apis::Core::JsonRepresentation
+          property :basic_config, as: 'basicConfig', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1p1alpha1HumanAnnotationConfig, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1p1alpha1HumanAnnotationConfig::Representation
+      
+        end
+      end
+      
+      class GoogleCloudDatalabelingV1p1alpha1LabelImagePolylineOperationMetadata
+        # @private
+        class Representation < Google::Apis::Core::JsonRepresentation
+          property :basic_config, as: 'basicConfig', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1p1alpha1HumanAnnotationConfig, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1p1alpha1HumanAnnotationConfig::Representation
+      
+        end
+      end
+      
+      class GoogleCloudDatalabelingV1p1alpha1LabelImageSegmentationOperationMetadata
+        # @private
+        class Representation < Google::Apis::Core::JsonRepresentation
+          property :basic_config, as: 'basicConfig', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1p1alpha1HumanAnnotationConfig, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1p1alpha1HumanAnnotationConfig::Representation
+      
+        end
+      end
+      
+      class GoogleCloudDatalabelingV1p1alpha1LabelOperationMetadata
+        # @private
+        class Representation < Google::Apis::Core::JsonRepresentation
+          property :annotated_dataset, as: 'annotatedDataset'
+          property :create_time, as: 'createTime'
+          property :dataset, as: 'dataset'
+          property :image_bounding_box_details, as: 'imageBoundingBoxDetails', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1p1alpha1LabelImageBoundingBoxOperationMetadata, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1p1alpha1LabelImageBoundingBoxOperationMetadata::Representation
+      
+          property :image_bounding_poly_details, as: 'imageBoundingPolyDetails', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1p1alpha1LabelImageBoundingPolyOperationMetadata, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1p1alpha1LabelImageBoundingPolyOperationMetadata::Representation
+      
+          property :image_classification_details, as: 'imageClassificationDetails', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1p1alpha1LabelImageClassificationOperationMetadata, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1p1alpha1LabelImageClassificationOperationMetadata::Representation
+      
+          property :image_oriented_bounding_box_details, as: 'imageOrientedBoundingBoxDetails', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1p1alpha1LabelImageOrientedBoundingBoxOperationMetadata, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1p1alpha1LabelImageOrientedBoundingBoxOperationMetadata::Representation
+      
+          property :image_polyline_details, as: 'imagePolylineDetails', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1p1alpha1LabelImagePolylineOperationMetadata, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1p1alpha1LabelImagePolylineOperationMetadata::Representation
+      
+          property :image_segmentation_details, as: 'imageSegmentationDetails', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1p1alpha1LabelImageSegmentationOperationMetadata, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1p1alpha1LabelImageSegmentationOperationMetadata::Representation
+      
+          collection :partial_failures, as: 'partialFailures', class: Google::Apis::DatalabelingV1beta1::GoogleRpcStatus, decorator: Google::Apis::DatalabelingV1beta1::GoogleRpcStatus::Representation
+      
+          property :progress_percent, as: 'progressPercent'
+          property :text_classification_details, as: 'textClassificationDetails', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1p1alpha1LabelTextClassificationOperationMetadata, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1p1alpha1LabelTextClassificationOperationMetadata::Representation
+      
+          property :text_entity_extraction_details, as: 'textEntityExtractionDetails', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1p1alpha1LabelTextEntityExtractionOperationMetadata, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1p1alpha1LabelTextEntityExtractionOperationMetadata::Representation
+      
+          property :video_classification_details, as: 'videoClassificationDetails', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1p1alpha1LabelVideoClassificationOperationMetadata, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1p1alpha1LabelVideoClassificationOperationMetadata::Representation
+      
+          property :video_event_details, as: 'videoEventDetails', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1p1alpha1LabelVideoEventOperationMetadata, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1p1alpha1LabelVideoEventOperationMetadata::Representation
+      
+          property :video_object_detection_details, as: 'videoObjectDetectionDetails', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1p1alpha1LabelVideoObjectDetectionOperationMetadata, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1p1alpha1LabelVideoObjectDetectionOperationMetadata::Representation
+      
+          property :video_object_tracking_details, as: 'videoObjectTrackingDetails', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1p1alpha1LabelVideoObjectTrackingOperationMetadata, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1p1alpha1LabelVideoObjectTrackingOperationMetadata::Representation
+      
+        end
+      end
+      
+      class GoogleCloudDatalabelingV1p1alpha1LabelStats
+        # @private
+        class Representation < Google::Apis::Core::JsonRepresentation
+          hash :example_count, as: 'exampleCount'
+        end
+      end
+      
+      class GoogleCloudDatalabelingV1p1alpha1LabelTextClassificationOperationMetadata
+        # @private
+        class Representation < Google::Apis::Core::JsonRepresentation
+          property :basic_config, as: 'basicConfig', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1p1alpha1HumanAnnotationConfig, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1p1alpha1HumanAnnotationConfig::Representation
+      
+        end
+      end
+      
+      class GoogleCloudDatalabelingV1p1alpha1LabelTextEntityExtractionOperationMetadata
+        # @private
+        class Representation < Google::Apis::Core::JsonRepresentation
+          property :basic_config, as: 'basicConfig', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1p1alpha1HumanAnnotationConfig, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1p1alpha1HumanAnnotationConfig::Representation
+      
+        end
+      end
+      
+      class GoogleCloudDatalabelingV1p1alpha1LabelVideoClassificationOperationMetadata
+        # @private
+        class Representation < Google::Apis::Core::JsonRepresentation
+          property :basic_config, as: 'basicConfig', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1p1alpha1HumanAnnotationConfig, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1p1alpha1HumanAnnotationConfig::Representation
+      
+        end
+      end
+      
+      class GoogleCloudDatalabelingV1p1alpha1LabelVideoEventOperationMetadata
+        # @private
+        class Representation < Google::Apis::Core::JsonRepresentation
+          property :basic_config, as: 'basicConfig', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1p1alpha1HumanAnnotationConfig, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1p1alpha1HumanAnnotationConfig::Representation
+      
+        end
+      end
+      
+      class GoogleCloudDatalabelingV1p1alpha1LabelVideoObjectDetectionOperationMetadata
+        # @private
+        class Representation < Google::Apis::Core::JsonRepresentation
+          property :basic_config, as: 'basicConfig', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1p1alpha1HumanAnnotationConfig, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1p1alpha1HumanAnnotationConfig::Representation
+      
+        end
+      end
+      
+      class GoogleCloudDatalabelingV1p1alpha1LabelVideoObjectTrackingOperationMetadata
+        # @private
+        class Representation < Google::Apis::Core::JsonRepresentation
+          property :basic_config, as: 'basicConfig', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1p1alpha1HumanAnnotationConfig, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1p1alpha1HumanAnnotationConfig::Representation
+      
+        end
+      end
+      
+      class GoogleCloudDatalabelingV1p1alpha1OutputConfig
+        # @private
+        class Representation < Google::Apis::Core::JsonRepresentation
+          property :gcs_destination, as: 'gcsDestination', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1p1alpha1GcsDestination, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1p1alpha1GcsDestination::Representation
+      
+          property :gcs_folder_destination, as: 'gcsFolderDestination', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1p1alpha1GcsFolderDestination, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1p1alpha1GcsFolderDestination::Representation
+      
+        end
+      end
+      
+      class GoogleCloudDatalabelingV1p2alpha1CreateInstructionMetadata
+        # @private
+        class Representation < Google::Apis::Core::JsonRepresentation
+          property :create_time, as: 'createTime'
+          property :instruction, as: 'instruction'
+          collection :partial_failures, as: 'partialFailures', class: Google::Apis::DatalabelingV1beta1::GoogleRpcStatus, decorator: Google::Apis::DatalabelingV1beta1::GoogleRpcStatus::Representation
+      
+        end
+      end
+      
+      class GoogleCloudDatalabelingV1p2alpha1ExportDataOperationMetadata
+        # @private
+        class Representation < Google::Apis::Core::JsonRepresentation
+          property :annotated_dataset, as: 'annotatedDataset'
+          property :create_time, as: 'createTime'
+          property :dataset, as: 'dataset'
+          collection :partial_failures, as: 'partialFailures', class: Google::Apis::DatalabelingV1beta1::GoogleRpcStatus, decorator: Google::Apis::DatalabelingV1beta1::GoogleRpcStatus::Representation
+      
+        end
+      end
+      
+      class GoogleCloudDatalabelingV1p2alpha1ExportDataOperationResponse
+        # @private
+        class Representation < Google::Apis::Core::JsonRepresentation
+          property :annotated_dataset, as: 'annotatedDataset'
+          property :dataset, as: 'dataset'
+          property :export_count, as: 'exportCount'
+          property :label_stats, as: 'labelStats', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1p2alpha1LabelStats, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1p2alpha1LabelStats::Representation
+      
+          property :output_config, as: 'outputConfig', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1p2alpha1OutputConfig, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1p2alpha1OutputConfig::Representation
+      
+          property :total_count, as: 'totalCount'
+        end
+      end
+      
+      class GoogleCloudDatalabelingV1p2alpha1GcsDestination
+        # @private
+        class Representation < Google::Apis::Core::JsonRepresentation
+          property :mime_type, as: 'mimeType'
+          property :output_uri, as: 'outputUri'
+        end
+      end
+      
+      class GoogleCloudDatalabelingV1p2alpha1GcsFolderDestination
+        # @private
+        class Representation < Google::Apis::Core::JsonRepresentation
+          property :output_folder_uri, as: 'outputFolderUri'
+        end
+      end
+      
+      class GoogleCloudDatalabelingV1p2alpha1HumanAnnotationConfig
+        # @private
+        class Representation < Google::Apis::Core::JsonRepresentation
+          property :annotated_dataset_description, as: 'annotatedDatasetDescription'
+          property :annotated_dataset_display_name, as: 'annotatedDatasetDisplayName'
+          collection :contributor_emails, as: 'contributorEmails'
+          property :instruction, as: 'instruction'
+          property :label_group, as: 'labelGroup'
+          property :language_code, as: 'languageCode'
+          property :question_duration, as: 'questionDuration'
+          property :replica_count, as: 'replicaCount'
+          property :user_email_address, as: 'userEmailAddress'
+        end
+      end
+      
+      class GoogleCloudDatalabelingV1p2alpha1ImportDataOperationMetadata
+        # @private
+        class Representation < Google::Apis::Core::JsonRepresentation
+          property :create_time, as: 'createTime'
+          property :dataset, as: 'dataset'
+          collection :partial_failures, as: 'partialFailures', class: Google::Apis::DatalabelingV1beta1::GoogleRpcStatus, decorator: Google::Apis::DatalabelingV1beta1::GoogleRpcStatus::Representation
+      
+        end
+      end
+      
+      class GoogleCloudDatalabelingV1p2alpha1ImportDataOperationResponse
+        # @private
+        class Representation < Google::Apis::Core::JsonRepresentation
+          property :dataset, as: 'dataset'
+          property :import_count, as: 'importCount'
+          property :total_count, as: 'totalCount'
+        end
+      end
+      
+      class GoogleCloudDatalabelingV1p2alpha1LabelImageBoundingBoxOperationMetadata
+        # @private
+        class Representation < Google::Apis::Core::JsonRepresentation
+          property :basic_config, as: 'basicConfig', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1p2alpha1HumanAnnotationConfig, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1p2alpha1HumanAnnotationConfig::Representation
+      
+        end
+      end
+      
+      class GoogleCloudDatalabelingV1p2alpha1LabelImageBoundingPolyOperationMetadata
+        # @private
+        class Representation < Google::Apis::Core::JsonRepresentation
+          property :basic_config, as: 'basicConfig', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1p2alpha1HumanAnnotationConfig, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1p2alpha1HumanAnnotationConfig::Representation
+      
+        end
+      end
+      
+      class GoogleCloudDatalabelingV1p2alpha1LabelImageClassificationOperationMetadata
+        # @private
+        class Representation < Google::Apis::Core::JsonRepresentation
+          property :basic_config, as: 'basicConfig', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1p2alpha1HumanAnnotationConfig, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1p2alpha1HumanAnnotationConfig::Representation
+      
+        end
+      end
+      
+      class GoogleCloudDatalabelingV1p2alpha1LabelImageOrientedBoundingBoxOperationMetadata
+        # @private
+        class Representation < Google::Apis::Core::JsonRepresentation
+          property :basic_config, as: 'basicConfig', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1p2alpha1HumanAnnotationConfig, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1p2alpha1HumanAnnotationConfig::Representation
+      
+        end
+      end
+      
+      class GoogleCloudDatalabelingV1p2alpha1LabelImagePolylineOperationMetadata
+        # @private
+        class Representation < Google::Apis::Core::JsonRepresentation
+          property :basic_config, as: 'basicConfig', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1p2alpha1HumanAnnotationConfig, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1p2alpha1HumanAnnotationConfig::Representation
+      
+        end
+      end
+      
+      class GoogleCloudDatalabelingV1p2alpha1LabelImageSegmentationOperationMetadata
+        # @private
+        class Representation < Google::Apis::Core::JsonRepresentation
+          property :basic_config, as: 'basicConfig', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1p2alpha1HumanAnnotationConfig, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1p2alpha1HumanAnnotationConfig::Representation
+      
+        end
+      end
+      
+      class GoogleCloudDatalabelingV1p2alpha1LabelOperationMetadata
+        # @private
+        class Representation < Google::Apis::Core::JsonRepresentation
+          property :annotated_dataset, as: 'annotatedDataset'
+          property :create_time, as: 'createTime'
+          property :dataset, as: 'dataset'
+          property :image_bounding_box_details, as: 'imageBoundingBoxDetails', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1p2alpha1LabelImageBoundingBoxOperationMetadata, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1p2alpha1LabelImageBoundingBoxOperationMetadata::Representation
+      
+          property :image_bounding_poly_details, as: 'imageBoundingPolyDetails', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1p2alpha1LabelImageBoundingPolyOperationMetadata, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1p2alpha1LabelImageBoundingPolyOperationMetadata::Representation
+      
+          property :image_classification_details, as: 'imageClassificationDetails', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1p2alpha1LabelImageClassificationOperationMetadata, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1p2alpha1LabelImageClassificationOperationMetadata::Representation
+      
+          property :image_oriented_bounding_box_details, as: 'imageOrientedBoundingBoxDetails', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1p2alpha1LabelImageOrientedBoundingBoxOperationMetadata, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1p2alpha1LabelImageOrientedBoundingBoxOperationMetadata::Representation
+      
+          property :image_polyline_details, as: 'imagePolylineDetails', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1p2alpha1LabelImagePolylineOperationMetadata, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1p2alpha1LabelImagePolylineOperationMetadata::Representation
+      
+          property :image_segmentation_details, as: 'imageSegmentationDetails', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1p2alpha1LabelImageSegmentationOperationMetadata, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1p2alpha1LabelImageSegmentationOperationMetadata::Representation
+      
+          collection :partial_failures, as: 'partialFailures', class: Google::Apis::DatalabelingV1beta1::GoogleRpcStatus, decorator: Google::Apis::DatalabelingV1beta1::GoogleRpcStatus::Representation
+      
+          property :progress_percent, as: 'progressPercent'
+          property :text_classification_details, as: 'textClassificationDetails', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1p2alpha1LabelTextClassificationOperationMetadata, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1p2alpha1LabelTextClassificationOperationMetadata::Representation
+      
+          property :text_entity_extraction_details, as: 'textEntityExtractionDetails', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1p2alpha1LabelTextEntityExtractionOperationMetadata, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1p2alpha1LabelTextEntityExtractionOperationMetadata::Representation
+      
+          property :video_classification_details, as: 'videoClassificationDetails', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1p2alpha1LabelVideoClassificationOperationMetadata, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1p2alpha1LabelVideoClassificationOperationMetadata::Representation
+      
+          property :video_event_details, as: 'videoEventDetails', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1p2alpha1LabelVideoEventOperationMetadata, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1p2alpha1LabelVideoEventOperationMetadata::Representation
+      
+          property :video_object_detection_details, as: 'videoObjectDetectionDetails', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1p2alpha1LabelVideoObjectDetectionOperationMetadata, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1p2alpha1LabelVideoObjectDetectionOperationMetadata::Representation
+      
+          property :video_object_tracking_details, as: 'videoObjectTrackingDetails', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1p2alpha1LabelVideoObjectTrackingOperationMetadata, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1p2alpha1LabelVideoObjectTrackingOperationMetadata::Representation
+      
+        end
+      end
+      
+      class GoogleCloudDatalabelingV1p2alpha1LabelStats
+        # @private
+        class Representation < Google::Apis::Core::JsonRepresentation
+          hash :example_count, as: 'exampleCount'
+        end
+      end
+      
+      class GoogleCloudDatalabelingV1p2alpha1LabelTextClassificationOperationMetadata
+        # @private
+        class Representation < Google::Apis::Core::JsonRepresentation
+          property :basic_config, as: 'basicConfig', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1p2alpha1HumanAnnotationConfig, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1p2alpha1HumanAnnotationConfig::Representation
+      
+        end
+      end
+      
+      class GoogleCloudDatalabelingV1p2alpha1LabelTextEntityExtractionOperationMetadata
+        # @private
+        class Representation < Google::Apis::Core::JsonRepresentation
+          property :basic_config, as: 'basicConfig', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1p2alpha1HumanAnnotationConfig, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1p2alpha1HumanAnnotationConfig::Representation
+      
+        end
+      end
+      
+      class GoogleCloudDatalabelingV1p2alpha1LabelVideoClassificationOperationMetadata
+        # @private
+        class Representation < Google::Apis::Core::JsonRepresentation
+          property :basic_config, as: 'basicConfig', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1p2alpha1HumanAnnotationConfig, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1p2alpha1HumanAnnotationConfig::Representation
+      
+        end
+      end
+      
+      class GoogleCloudDatalabelingV1p2alpha1LabelVideoEventOperationMetadata
+        # @private
+        class Representation < Google::Apis::Core::JsonRepresentation
+          property :basic_config, as: 'basicConfig', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1p2alpha1HumanAnnotationConfig, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1p2alpha1HumanAnnotationConfig::Representation
+      
+        end
+      end
+      
+      class GoogleCloudDatalabelingV1p2alpha1LabelVideoObjectDetectionOperationMetadata
+        # @private
+        class Representation < Google::Apis::Core::JsonRepresentation
+          property :basic_config, as: 'basicConfig', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1p2alpha1HumanAnnotationConfig, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1p2alpha1HumanAnnotationConfig::Representation
+      
+        end
+      end
+      
+      class GoogleCloudDatalabelingV1p2alpha1LabelVideoObjectTrackingOperationMetadata
+        # @private
+        class Representation < Google::Apis::Core::JsonRepresentation
+          property :basic_config, as: 'basicConfig', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1p2alpha1HumanAnnotationConfig, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1p2alpha1HumanAnnotationConfig::Representation
+      
+        end
+      end
+      
+      class GoogleCloudDatalabelingV1p2alpha1OutputConfig
+        # @private
+        class Representation < Google::Apis::Core::JsonRepresentation
+          property :gcs_destination, as: 'gcsDestination', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1p2alpha1GcsDestination, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1p2alpha1GcsDestination::Representation
+      
+          property :gcs_folder_destination, as: 'gcsFolderDestination', class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1p2alpha1GcsFolderDestination, decorator: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1p2alpha1GcsFolderDestination::Representation
+      
+        end
+      end
+      
+      class GoogleLongrunningListOperationsResponse
+        # @private
+        class Representation < Google::Apis::Core::JsonRepresentation
+          property :next_page_token, as: 'nextPageToken'
+          collection :operations, as: 'operations', class: Google::Apis::DatalabelingV1beta1::GoogleLongrunningOperation, decorator: Google::Apis::DatalabelingV1beta1::GoogleLongrunningOperation::Representation
+      
+        end
+      end
+      
+      class GoogleLongrunningOperation
+        # @private
+        class Representation < Google::Apis::Core::JsonRepresentation
+          property :done, as: 'done'
+          property :error, as: 'error', class: Google::Apis::DatalabelingV1beta1::GoogleRpcStatus, decorator: Google::Apis::DatalabelingV1beta1::GoogleRpcStatus::Representation
+      
+          hash :metadata, as: 'metadata'
+          property :name, as: 'name'
+          hash :response, as: 'response'
+        end
+      end
+      
+      class GoogleProtobufEmpty
+        # @private
+        class Representation < Google::Apis::Core::JsonRepresentation
+        end
+      end
+      
+      class GoogleRpcStatus
+        # @private
+        class Representation < Google::Apis::Core::JsonRepresentation
+          property :code, as: 'code'
+          collection :details, as: 'details'
+          property :message, as: 'message'
+        end
+      end
+    end
+  end
+end
diff --git a/generated/google/apis/datalabeling_v1beta1/service.rb b/generated/google/apis/datalabeling_v1beta1/service.rb
new file mode 100644
index 000000000..0f4cf316d
--- /dev/null
+++ b/generated/google/apis/datalabeling_v1beta1/service.rb
@@ -0,0 +1,1762 @@
+# 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 '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
+      # Data Labeling API
+      #
+      # Public API for Google Cloud AI Data Labeling Service.
+      #
+      # @example
+      #    require 'google/apis/datalabeling_v1beta1'
+      #
+      #    Datalabeling = Google::Apis::DatalabelingV1beta1 # Alias the module
+      #    service = Datalabeling::DataLabelingService.new
+      #
+      # @see https://cloud.google.com/data-labeling/docs/
+      class DataLabelingService < Google::Apis::Core::BaseService
+        # @return [String]
+        #  API key. Your API key identifies your project and provides you with API access,
+        #  quota, and reports. Required unless you provide an OAuth 2.0 token.
+        attr_accessor :key
+
+        # @return [String]
+        #  Available to use for quota purposes for server-side applications. Can be any
+        #  arbitrary string assigned to a user, but should not exceed 40 characters.
+        attr_accessor :quota_user
+
+        def initialize
+          super('https://datalabeling.googleapis.com/', '')
+          @batch_path = 'batch'
+        end
+        
+        # Creates an annotation spec set by providing a set of labels.
+        # @param [String] parent
+        #   Required. AnnotationSpecSet resource parent, format: projects/`project_id`
+        # @param [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1CreateAnnotationSpecSetRequest] google_cloud_datalabeling_v1beta1_create_annotation_spec_set_request_object
+        # @param [String] fields
+        #   Selector specifying which fields to include in a partial response.
+        # @param [String] quota_user
+        #   Available to use for quota purposes for server-side applications. Can be any
+        #   arbitrary string assigned to a user, but should not exceed 40 characters.
+        # @param [Google::Apis::RequestOptions] options
+        #   Request-specific options
+        #
+        # @yield [result, err] Result & error if block supplied
+        # @yieldparam result [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1AnnotationSpecSet] parsed result object
+        # @yieldparam err [StandardError] error object if request failed
+        #
+        # @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1AnnotationSpecSet]
+        #
+        # @raise [Google::Apis::ServerError] An error occurred on the server and the request can be retried
+        # @raise [Google::Apis::ClientError] The request is invalid and should not be retried without modification
+        # @raise [Google::Apis::AuthorizationError] Authorization is required
+        def create_project_annotation_spec_set(parent, google_cloud_datalabeling_v1beta1_create_annotation_spec_set_request_object = nil, fields: nil, quota_user: nil, options: nil, &block)
+          command = make_simple_command(:post, 'v1beta1/{+parent}/annotationSpecSets', options)
+          command.request_representation = Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1CreateAnnotationSpecSetRequest::Representation
+          command.request_object = google_cloud_datalabeling_v1beta1_create_annotation_spec_set_request_object
+          command.response_representation = Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1AnnotationSpecSet::Representation
+          command.response_class = Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1AnnotationSpecSet
+          command.params['parent'] = parent unless parent.nil?
+          command.query['fields'] = fields unless fields.nil?
+          command.query['quotaUser'] = quota_user unless quota_user.nil?
+          execute_or_queue_command(command, &block)
+        end
+        
+        # Deletes an annotation spec set by resource name.
+        # @param [String] name
+        #   Required. AnnotationSpec resource name, format: `projects/`project_id`/
+        #   annotationSpecSets/`annotation_spec_set_id``.
+        # @param [String] fields
+        #   Selector specifying which fields to include in a partial response.
+        # @param [String] quota_user
+        #   Available to use for quota purposes for server-side applications. Can be any
+        #   arbitrary string assigned to a user, but should not exceed 40 characters.
+        # @param [Google::Apis::RequestOptions] options
+        #   Request-specific options
+        #
+        # @yield [result, err] Result & error if block supplied
+        # @yieldparam result [Google::Apis::DatalabelingV1beta1::GoogleProtobufEmpty] parsed result object
+        # @yieldparam err [StandardError] error object if request failed
+        #
+        # @return [Google::Apis::DatalabelingV1beta1::GoogleProtobufEmpty]
+        #
+        # @raise [Google::Apis::ServerError] An error occurred on the server and the request can be retried
+        # @raise [Google::Apis::ClientError] The request is invalid and should not be retried without modification
+        # @raise [Google::Apis::AuthorizationError] Authorization is required
+        def delete_project_annotation_spec_set(name, fields: nil, quota_user: nil, options: nil, &block)
+          command = make_simple_command(:delete, 'v1beta1/{+name}', options)
+          command.response_representation = Google::Apis::DatalabelingV1beta1::GoogleProtobufEmpty::Representation
+          command.response_class = Google::Apis::DatalabelingV1beta1::GoogleProtobufEmpty
+          command.params['name'] = name unless name.nil?
+          command.query['fields'] = fields unless fields.nil?
+          command.query['quotaUser'] = quota_user unless quota_user.nil?
+          execute_or_queue_command(command, &block)
+        end
+        
+        # Gets an annotation spec set by resource name.
+        # @param [String] name
+        #   Required. AnnotationSpecSet resource name, format: projects/`project_id`/
+        #   annotationSpecSets/`annotation_spec_set_id`
+        # @param [String] fields
+        #   Selector specifying which fields to include in a partial response.
+        # @param [String] quota_user
+        #   Available to use for quota purposes for server-side applications. Can be any
+        #   arbitrary string assigned to a user, but should not exceed 40 characters.
+        # @param [Google::Apis::RequestOptions] options
+        #   Request-specific options
+        #
+        # @yield [result, err] Result & error if block supplied
+        # @yieldparam result [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1AnnotationSpecSet] parsed result object
+        # @yieldparam err [StandardError] error object if request failed
+        #
+        # @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1AnnotationSpecSet]
+        #
+        # @raise [Google::Apis::ServerError] An error occurred on the server and the request can be retried
+        # @raise [Google::Apis::ClientError] The request is invalid and should not be retried without modification
+        # @raise [Google::Apis::AuthorizationError] Authorization is required
+        def get_project_annotation_spec_set(name, fields: nil, quota_user: nil, options: nil, &block)
+          command = make_simple_command(:get, 'v1beta1/{+name}', options)
+          command.response_representation = Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1AnnotationSpecSet::Representation
+          command.response_class = Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1AnnotationSpecSet
+          command.params['name'] = name unless name.nil?
+          command.query['fields'] = fields unless fields.nil?
+          command.query['quotaUser'] = quota_user unless quota_user.nil?
+          execute_or_queue_command(command, &block)
+        end
+        
+        # Lists annotation spec sets for a project. Pagination is supported.
+        # @param [String] parent
+        #   Required. Parent of AnnotationSpecSet resource, format: projects/`project_id`
+        # @param [String] filter
+        #   Optional. Filter is not supported at this moment.
+        # @param [Fixnum] page_size
+        #   Optional. Requested page size. Server may return fewer results than requested.
+        #   Default value is 100.
+        # @param [String] page_token
+        #   Optional. A token identifying a page of results for the server to return.
+        #   Typically obtained by ListAnnotationSpecSetsResponse.next_page_token of the
+        #   previous [DataLabelingService.ListAnnotationSpecSets] call. Return first page
+        #   if empty.
+        # @param [String] fields
+        #   Selector specifying which fields to include in a partial response.
+        # @param [String] quota_user
+        #   Available to use for quota purposes for server-side applications. Can be any
+        #   arbitrary string assigned to a user, but should not exceed 40 characters.
+        # @param [Google::Apis::RequestOptions] options
+        #   Request-specific options
+        #
+        # @yield [result, err] Result & error if block supplied
+        # @yieldparam result [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1ListAnnotationSpecSetsResponse] parsed result object
+        # @yieldparam err [StandardError] error object if request failed
+        #
+        # @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1ListAnnotationSpecSetsResponse]
+        #
+        # @raise [Google::Apis::ServerError] An error occurred on the server and the request can be retried
+        # @raise [Google::Apis::ClientError] The request is invalid and should not be retried without modification
+        # @raise [Google::Apis::AuthorizationError] Authorization is required
+        def list_project_annotation_spec_sets(parent, filter: nil, page_size: nil, page_token: nil, fields: nil, quota_user: nil, options: nil, &block)
+          command = make_simple_command(:get, 'v1beta1/{+parent}/annotationSpecSets', options)
+          command.response_representation = Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1ListAnnotationSpecSetsResponse::Representation
+          command.response_class = Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1ListAnnotationSpecSetsResponse
+          command.params['parent'] = parent unless parent.nil?
+          command.query['filter'] = filter unless filter.nil?
+          command.query['pageSize'] = page_size unless page_size.nil?
+          command.query['pageToken'] = page_token unless page_token.nil?
+          command.query['fields'] = fields unless fields.nil?
+          command.query['quotaUser'] = quota_user unless quota_user.nil?
+          execute_or_queue_command(command, &block)
+        end
+        
+        # Creates dataset. If success return a Dataset resource.
+        # @param [String] parent
+        #   Required. Dataset resource parent, format: projects/`project_id`
+        # @param [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1CreateDatasetRequest] google_cloud_datalabeling_v1beta1_create_dataset_request_object
+        # @param [String] fields
+        #   Selector specifying which fields to include in a partial response.
+        # @param [String] quota_user
+        #   Available to use for quota purposes for server-side applications. Can be any
+        #   arbitrary string assigned to a user, but should not exceed 40 characters.
+        # @param [Google::Apis::RequestOptions] options
+        #   Request-specific options
+        #
+        # @yield [result, err] Result & error if block supplied
+        # @yieldparam result [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1Dataset] parsed result object
+        # @yieldparam err [StandardError] error object if request failed
+        #
+        # @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1Dataset]
+        #
+        # @raise [Google::Apis::ServerError] An error occurred on the server and the request can be retried
+        # @raise [Google::Apis::ClientError] The request is invalid and should not be retried without modification
+        # @raise [Google::Apis::AuthorizationError] Authorization is required
+        def create_project_dataset(parent, google_cloud_datalabeling_v1beta1_create_dataset_request_object = nil, fields: nil, quota_user: nil, options: nil, &block)
+          command = make_simple_command(:post, 'v1beta1/{+parent}/datasets', options)
+          command.request_representation = Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1CreateDatasetRequest::Representation
+          command.request_object = google_cloud_datalabeling_v1beta1_create_dataset_request_object
+          command.response_representation = Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1Dataset::Representation
+          command.response_class = Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1Dataset
+          command.params['parent'] = parent unless parent.nil?
+          command.query['fields'] = fields unless fields.nil?
+          command.query['quotaUser'] = quota_user unless quota_user.nil?
+          execute_or_queue_command(command, &block)
+        end
+        
+        # Deletes a dataset by resource name.
+        # @param [String] name
+        #   Required. Dataset resource name, format: projects/`project_id`/datasets/`
+        #   dataset_id`
+        # @param [String] fields
+        #   Selector specifying which fields to include in a partial response.
+        # @param [String] quota_user
+        #   Available to use for quota purposes for server-side applications. Can be any
+        #   arbitrary string assigned to a user, but should not exceed 40 characters.
+        # @param [Google::Apis::RequestOptions] options
+        #   Request-specific options
+        #
+        # @yield [result, err] Result & error if block supplied
+        # @yieldparam result [Google::Apis::DatalabelingV1beta1::GoogleProtobufEmpty] parsed result object
+        # @yieldparam err [StandardError] error object if request failed
+        #
+        # @return [Google::Apis::DatalabelingV1beta1::GoogleProtobufEmpty]
+        #
+        # @raise [Google::Apis::ServerError] An error occurred on the server and the request can be retried
+        # @raise [Google::Apis::ClientError] The request is invalid and should not be retried without modification
+        # @raise [Google::Apis::AuthorizationError] Authorization is required
+        def delete_project_dataset(name, fields: nil, quota_user: nil, options: nil, &block)
+          command = make_simple_command(:delete, 'v1beta1/{+name}', options)
+          command.response_representation = Google::Apis::DatalabelingV1beta1::GoogleProtobufEmpty::Representation
+          command.response_class = Google::Apis::DatalabelingV1beta1::GoogleProtobufEmpty
+          command.params['name'] = name unless name.nil?
+          command.query['fields'] = fields unless fields.nil?
+          command.query['quotaUser'] = quota_user unless quota_user.nil?
+          execute_or_queue_command(command, &block)
+        end
+        
+        # Exports data and annotations from dataset.
+        # @param [String] name
+        #   Required. Dataset resource name, format: projects/`project_id`/datasets/`
+        #   dataset_id`
+        # @param [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1ExportDataRequest] google_cloud_datalabeling_v1beta1_export_data_request_object
+        # @param [String] fields
+        #   Selector specifying which fields to include in a partial response.
+        # @param [String] quota_user
+        #   Available to use for quota purposes for server-side applications. Can be any
+        #   arbitrary string assigned to a user, but should not exceed 40 characters.
+        # @param [Google::Apis::RequestOptions] options
+        #   Request-specific options
+        #
+        # @yield [result, err] Result & error if block supplied
+        # @yieldparam result [Google::Apis::DatalabelingV1beta1::GoogleLongrunningOperation] parsed result object
+        # @yieldparam err [StandardError] error object if request failed
+        #
+        # @return [Google::Apis::DatalabelingV1beta1::GoogleLongrunningOperation]
+        #
+        # @raise [Google::Apis::ServerError] An error occurred on the server and the request can be retried
+        # @raise [Google::Apis::ClientError] The request is invalid and should not be retried without modification
+        # @raise [Google::Apis::AuthorizationError] Authorization is required
+        def export_project_dataset_data(name, google_cloud_datalabeling_v1beta1_export_data_request_object = nil, fields: nil, quota_user: nil, options: nil, &block)
+          command = make_simple_command(:post, 'v1beta1/{+name}:exportData', options)
+          command.request_representation = Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1ExportDataRequest::Representation
+          command.request_object = google_cloud_datalabeling_v1beta1_export_data_request_object
+          command.response_representation = Google::Apis::DatalabelingV1beta1::GoogleLongrunningOperation::Representation
+          command.response_class = Google::Apis::DatalabelingV1beta1::GoogleLongrunningOperation
+          command.params['name'] = name unless name.nil?
+          command.query['fields'] = fields unless fields.nil?
+          command.query['quotaUser'] = quota_user unless quota_user.nil?
+          execute_or_queue_command(command, &block)
+        end
+        
+        # Gets dataset by resource name.
+        # @param [String] name
+        #   Required. Dataset resource name, format: projects/`project_id`/datasets/`
+        #   dataset_id`
+        # @param [String] fields
+        #   Selector specifying which fields to include in a partial response.
+        # @param [String] quota_user
+        #   Available to use for quota purposes for server-side applications. Can be any
+        #   arbitrary string assigned to a user, but should not exceed 40 characters.
+        # @param [Google::Apis::RequestOptions] options
+        #   Request-specific options
+        #
+        # @yield [result, err] Result & error if block supplied
+        # @yieldparam result [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1Dataset] parsed result object
+        # @yieldparam err [StandardError] error object if request failed
+        #
+        # @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1Dataset]
+        #
+        # @raise [Google::Apis::ServerError] An error occurred on the server and the request can be retried
+        # @raise [Google::Apis::ClientError] The request is invalid and should not be retried without modification
+        # @raise [Google::Apis::AuthorizationError] Authorization is required
+        def get_project_dataset(name, fields: nil, quota_user: nil, options: nil, &block)
+          command = make_simple_command(:get, 'v1beta1/{+name}', options)
+          command.response_representation = Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1Dataset::Representation
+          command.response_class = Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1Dataset
+          command.params['name'] = name unless name.nil?
+          command.query['fields'] = fields unless fields.nil?
+          command.query['quotaUser'] = quota_user unless quota_user.nil?
+          execute_or_queue_command(command, &block)
+        end
+        
+        # Imports data into dataset based on source locations defined in request. It can
+        # be called multiple times for the same dataset. Each dataset can only have one
+        # long running operation running on it. For example, no labeling task (also long
+        # running operation) can be started while importing is still ongoing. Vice versa.
+        # @param [String] name
+        #   Required. Dataset resource name, format: projects/`project_id`/datasets/`
+        #   dataset_id`
+        # @param [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1ImportDataRequest] google_cloud_datalabeling_v1beta1_import_data_request_object
+        # @param [String] fields
+        #   Selector specifying which fields to include in a partial response.
+        # @param [String] quota_user
+        #   Available to use for quota purposes for server-side applications. Can be any
+        #   arbitrary string assigned to a user, but should not exceed 40 characters.
+        # @param [Google::Apis::RequestOptions] options
+        #   Request-specific options
+        #
+        # @yield [result, err] Result & error if block supplied
+        # @yieldparam result [Google::Apis::DatalabelingV1beta1::GoogleLongrunningOperation] parsed result object
+        # @yieldparam err [StandardError] error object if request failed
+        #
+        # @return [Google::Apis::DatalabelingV1beta1::GoogleLongrunningOperation]
+        #
+        # @raise [Google::Apis::ServerError] An error occurred on the server and the request can be retried
+        # @raise [Google::Apis::ClientError] The request is invalid and should not be retried without modification
+        # @raise [Google::Apis::AuthorizationError] Authorization is required
+        def import_project_dataset_data(name, google_cloud_datalabeling_v1beta1_import_data_request_object = nil, fields: nil, quota_user: nil, options: nil, &block)
+          command = make_simple_command(:post, 'v1beta1/{+name}:importData', options)
+          command.request_representation = Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1ImportDataRequest::Representation
+          command.request_object = google_cloud_datalabeling_v1beta1_import_data_request_object
+          command.response_representation = Google::Apis::DatalabelingV1beta1::GoogleLongrunningOperation::Representation
+          command.response_class = Google::Apis::DatalabelingV1beta1::GoogleLongrunningOperation
+          command.params['name'] = name unless name.nil?
+          command.query['fields'] = fields unless fields.nil?
+          command.query['quotaUser'] = quota_user unless quota_user.nil?
+          execute_or_queue_command(command, &block)
+        end
+        
+        # Lists datasets under a project. Pagination is supported.
+        # @param [String] parent
+        #   Required. Dataset resource parent, format: projects/`project_id`
+        # @param [String] filter
+        #   Optional. Filter on dataset is not supported at this moment.
+        # @param [Fixnum] page_size
+        #   Optional. Requested page size. Server may return fewer results than requested.
+        #   Default value is 100.
+        # @param [String] page_token
+        #   Optional. A token identifying a page of results for the server to return.
+        #   Typically obtained by ListDatasetsResponse.next_page_token of the previous [
+        #   DataLabelingService.ListDatasets] call. Returns the first page if empty.
+        # @param [String] fields
+        #   Selector specifying which fields to include in a partial response.
+        # @param [String] quota_user
+        #   Available to use for quota purposes for server-side applications. Can be any
+        #   arbitrary string assigned to a user, but should not exceed 40 characters.
+        # @param [Google::Apis::RequestOptions] options
+        #   Request-specific options
+        #
+        # @yield [result, err] Result & error if block supplied
+        # @yieldparam result [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1ListDatasetsResponse] parsed result object
+        # @yieldparam err [StandardError] error object if request failed
+        #
+        # @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1ListDatasetsResponse]
+        #
+        # @raise [Google::Apis::ServerError] An error occurred on the server and the request can be retried
+        # @raise [Google::Apis::ClientError] The request is invalid and should not be retried without modification
+        # @raise [Google::Apis::AuthorizationError] Authorization is required
+        def list_project_datasets(parent, filter: nil, page_size: nil, page_token: nil, fields: nil, quota_user: nil, options: nil, &block)
+          command = make_simple_command(:get, 'v1beta1/{+parent}/datasets', options)
+          command.response_representation = Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1ListDatasetsResponse::Representation
+          command.response_class = Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1ListDatasetsResponse
+          command.params['parent'] = parent unless parent.nil?
+          command.query['filter'] = filter unless filter.nil?
+          command.query['pageSize'] = page_size unless page_size.nil?
+          command.query['pageToken'] = page_token unless page_token.nil?
+          command.query['fields'] = fields unless fields.nil?
+          command.query['quotaUser'] = quota_user unless quota_user.nil?
+          execute_or_queue_command(command, &block)
+        end
+        
+        # Deletes an annotated dataset by resource name.
+        # @param [String] name
+        #   Required. Name of the annotated dataset to delete, format: projects/`
+        #   project_id`/datasets/`dataset_id`/annotatedDatasets/ `annotated_dataset_id`
+        # @param [String] fields
+        #   Selector specifying which fields to include in a partial response.
+        # @param [String] quota_user
+        #   Available to use for quota purposes for server-side applications. Can be any
+        #   arbitrary string assigned to a user, but should not exceed 40 characters.
+        # @param [Google::Apis::RequestOptions] options
+        #   Request-specific options
+        #
+        # @yield [result, err] Result & error if block supplied
+        # @yieldparam result [Google::Apis::DatalabelingV1beta1::GoogleProtobufEmpty] parsed result object
+        # @yieldparam err [StandardError] error object if request failed
+        #
+        # @return [Google::Apis::DatalabelingV1beta1::GoogleProtobufEmpty]
+        #
+        # @raise [Google::Apis::ServerError] An error occurred on the server and the request can be retried
+        # @raise [Google::Apis::ClientError] The request is invalid and should not be retried without modification
+        # @raise [Google::Apis::AuthorizationError] Authorization is required
+        def delete_project_dataset_annotated_dataset(name, fields: nil, quota_user: nil, options: nil, &block)
+          command = make_simple_command(:delete, 'v1beta1/{+name}', options)
+          command.response_representation = Google::Apis::DatalabelingV1beta1::GoogleProtobufEmpty::Representation
+          command.response_class = Google::Apis::DatalabelingV1beta1::GoogleProtobufEmpty
+          command.params['name'] = name unless name.nil?
+          command.query['fields'] = fields unless fields.nil?
+          command.query['quotaUser'] = quota_user unless quota_user.nil?
+          execute_or_queue_command(command, &block)
+        end
+        
+        # Gets an annotated dataset by resource name.
+        # @param [String] name
+        #   Required. Name of the annotated dataset to get, format: projects/`project_id`/
+        #   datasets/`dataset_id`/annotatedDatasets/ `annotated_dataset_id`
+        # @param [String] fields
+        #   Selector specifying which fields to include in a partial response.
+        # @param [String] quota_user
+        #   Available to use for quota purposes for server-side applications. Can be any
+        #   arbitrary string assigned to a user, but should not exceed 40 characters.
+        # @param [Google::Apis::RequestOptions] options
+        #   Request-specific options
+        #
+        # @yield [result, err] Result & error if block supplied
+        # @yieldparam result [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1AnnotatedDataset] parsed result object
+        # @yieldparam err [StandardError] error object if request failed
+        #
+        # @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1AnnotatedDataset]
+        #
+        # @raise [Google::Apis::ServerError] An error occurred on the server and the request can be retried
+        # @raise [Google::Apis::ClientError] The request is invalid and should not be retried without modification
+        # @raise [Google::Apis::AuthorizationError] Authorization is required
+        def get_project_dataset_annotated_dataset(name, fields: nil, quota_user: nil, options: nil, &block)
+          command = make_simple_command(:get, 'v1beta1/{+name}', options)
+          command.response_representation = Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1AnnotatedDataset::Representation
+          command.response_class = Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1AnnotatedDataset
+          command.params['name'] = name unless name.nil?
+          command.query['fields'] = fields unless fields.nil?
+          command.query['quotaUser'] = quota_user unless quota_user.nil?
+          execute_or_queue_command(command, &block)
+        end
+        
+        # Lists annotated datasets for a dataset. Pagination is supported.
+        # @param [String] parent
+        #   Required. Name of the dataset to list annotated datasets, format: projects/`
+        #   project_id`/datasets/`dataset_id`
+        # @param [String] filter
+        #   Optional. Filter is not supported at this moment.
+        # @param [Fixnum] page_size
+        #   Optional. Requested page size. Server may return fewer results than requested.
+        #   Default value is 100.
+        # @param [String] page_token
+        #   Optional. A token identifying a page of results for the server to return.
+        #   Typically obtained by ListAnnotatedDatasetsResponse.next_page_token of the
+        #   previous [DataLabelingService.ListAnnotatedDatasets] call. Return first page
+        #   if empty.
+        # @param [String] fields
+        #   Selector specifying which fields to include in a partial response.
+        # @param [String] quota_user
+        #   Available to use for quota purposes for server-side applications. Can be any
+        #   arbitrary string assigned to a user, but should not exceed 40 characters.
+        # @param [Google::Apis::RequestOptions] options
+        #   Request-specific options
+        #
+        # @yield [result, err] Result & error if block supplied
+        # @yieldparam result [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1ListAnnotatedDatasetsResponse] parsed result object
+        # @yieldparam err [StandardError] error object if request failed
+        #
+        # @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1ListAnnotatedDatasetsResponse]
+        #
+        # @raise [Google::Apis::ServerError] An error occurred on the server and the request can be retried
+        # @raise [Google::Apis::ClientError] The request is invalid and should not be retried without modification
+        # @raise [Google::Apis::AuthorizationError] Authorization is required
+        def list_project_dataset_annotated_datasets(parent, filter: nil, page_size: nil, page_token: nil, fields: nil, quota_user: nil, options: nil, &block)
+          command = make_simple_command(:get, 'v1beta1/{+parent}/annotatedDatasets', options)
+          command.response_representation = Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1ListAnnotatedDatasetsResponse::Representation
+          command.response_class = Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1ListAnnotatedDatasetsResponse
+          command.params['parent'] = parent unless parent.nil?
+          command.query['filter'] = filter unless filter.nil?
+          command.query['pageSize'] = page_size unless page_size.nil?
+          command.query['pageToken'] = page_token unless page_token.nil?
+          command.query['fields'] = fields unless fields.nil?
+          command.query['quotaUser'] = quota_user unless quota_user.nil?
+          execute_or_queue_command(command, &block)
+        end
+        
+        # Gets a data item in a dataset by resource name. This API can be called after
+        # data are imported into dataset.
+        # @param [String] name
+        #   Required. The name of the data item to get, format: projects/`project_id`/
+        #   datasets/`dataset_id`/dataItems/`data_item_id`
+        # @param [String] fields
+        #   Selector specifying which fields to include in a partial response.
+        # @param [String] quota_user
+        #   Available to use for quota purposes for server-side applications. Can be any
+        #   arbitrary string assigned to a user, but should not exceed 40 characters.
+        # @param [Google::Apis::RequestOptions] options
+        #   Request-specific options
+        #
+        # @yield [result, err] Result & error if block supplied
+        # @yieldparam result [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1DataItem] parsed result object
+        # @yieldparam err [StandardError] error object if request failed
+        #
+        # @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1DataItem]
+        #
+        # @raise [Google::Apis::ServerError] An error occurred on the server and the request can be retried
+        # @raise [Google::Apis::ClientError] The request is invalid and should not be retried without modification
+        # @raise [Google::Apis::AuthorizationError] Authorization is required
+        def get_project_dataset_annotated_dataset_data_item(name, fields: nil, quota_user: nil, options: nil, &block)
+          command = make_simple_command(:get, 'v1beta1/{+name}', options)
+          command.response_representation = Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1DataItem::Representation
+          command.response_class = Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1DataItem
+          command.params['name'] = name unless name.nil?
+          command.query['fields'] = fields unless fields.nil?
+          command.query['quotaUser'] = quota_user unless quota_user.nil?
+          execute_or_queue_command(command, &block)
+        end
+        
+        # Lists data items in a dataset. This API can be called after data are imported
+        # into dataset. Pagination is supported.
+        # @param [String] parent
+        #   Required. Name of the dataset to list data items, format: projects/`project_id`
+        #   /datasets/`dataset_id`
+        # @param [String] filter
+        #   Optional. Filter is not supported at this moment.
+        # @param [Fixnum] page_size
+        #   Optional. Requested page size. Server may return fewer results than requested.
+        #   Default value is 100.
+        # @param [String] page_token
+        #   Optional. A token identifying a page of results for the server to return.
+        #   Typically obtained by ListDataItemsResponse.next_page_token of the previous [
+        #   DataLabelingService.ListDataItems] call. Return first page if empty.
+        # @param [String] fields
+        #   Selector specifying which fields to include in a partial response.
+        # @param [String] quota_user
+        #   Available to use for quota purposes for server-side applications. Can be any
+        #   arbitrary string assigned to a user, but should not exceed 40 characters.
+        # @param [Google::Apis::RequestOptions] options
+        #   Request-specific options
+        #
+        # @yield [result, err] Result & error if block supplied
+        # @yieldparam result [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1ListDataItemsResponse] parsed result object
+        # @yieldparam err [StandardError] error object if request failed
+        #
+        # @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1ListDataItemsResponse]
+        #
+        # @raise [Google::Apis::ServerError] An error occurred on the server and the request can be retried
+        # @raise [Google::Apis::ClientError] The request is invalid and should not be retried without modification
+        # @raise [Google::Apis::AuthorizationError] Authorization is required
+        def list_project_dataset_annotated_dataset_data_items(parent, filter: nil, page_size: nil, page_token: nil, fields: nil, quota_user: nil, options: nil, &block)
+          command = make_simple_command(:get, 'v1beta1/{+parent}/dataItems', options)
+          command.response_representation = Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1ListDataItemsResponse::Representation
+          command.response_class = Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1ListDataItemsResponse
+          command.params['parent'] = parent unless parent.nil?
+          command.query['filter'] = filter unless filter.nil?
+          command.query['pageSize'] = page_size unless page_size.nil?
+          command.query['pageToken'] = page_token unless page_token.nil?
+          command.query['fields'] = fields unless fields.nil?
+          command.query['quotaUser'] = quota_user unless quota_user.nil?
+          execute_or_queue_command(command, &block)
+        end
+        
+        # Gets an example by resource name, including both data and annotation.
+        # @param [String] name
+        #   Required. Name of example, format: projects/`project_id`/datasets/`dataset_id`/
+        #   annotatedDatasets/ `annotated_dataset_id`/examples/`example_id`
+        # @param [String] filter
+        #   Optional. An expression for filtering Examples. Filter by annotation_spec.
+        #   display_name is supported. Format "annotation_spec.display_name = `
+        #   display_name`"
+        # @param [String] fields
+        #   Selector specifying which fields to include in a partial response.
+        # @param [String] quota_user
+        #   Available to use for quota purposes for server-side applications. Can be any
+        #   arbitrary string assigned to a user, but should not exceed 40 characters.
+        # @param [Google::Apis::RequestOptions] options
+        #   Request-specific options
+        #
+        # @yield [result, err] Result & error if block supplied
+        # @yieldparam result [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1Example] parsed result object
+        # @yieldparam err [StandardError] error object if request failed
+        #
+        # @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1Example]
+        #
+        # @raise [Google::Apis::ServerError] An error occurred on the server and the request can be retried
+        # @raise [Google::Apis::ClientError] The request is invalid and should not be retried without modification
+        # @raise [Google::Apis::AuthorizationError] Authorization is required
+        def get_project_dataset_annotated_dataset_example(name, filter: nil, fields: nil, quota_user: nil, options: nil, &block)
+          command = make_simple_command(:get, 'v1beta1/{+name}', options)
+          command.response_representation = Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1Example::Representation
+          command.response_class = Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1Example
+          command.params['name'] = name unless name.nil?
+          command.query['filter'] = filter unless filter.nil?
+          command.query['fields'] = fields unless fields.nil?
+          command.query['quotaUser'] = quota_user unless quota_user.nil?
+          execute_or_queue_command(command, &block)
+        end
+        
+        # Lists examples in an annotated dataset. Pagination is supported.
+        # @param [String] parent
+        #   Required. Example resource parent.
+        # @param [String] filter
+        #   Optional. An expression for filtering Examples. For annotated datasets that
+        #   have annotation spec set, filter by annotation_spec.display_name is supported.
+        #   Format "annotation_spec.display_name = `display_name`"
+        # @param [Fixnum] page_size
+        #   Optional. Requested page size. Server may return fewer results than requested.
+        #   Default value is 100.
+        # @param [String] page_token
+        #   Optional. A token identifying a page of results for the server to return.
+        #   Typically obtained by ListExamplesResponse.next_page_token of the previous [
+        #   DataLabelingService.ListExamples] call. Return first page if empty.
+        # @param [String] fields
+        #   Selector specifying which fields to include in a partial response.
+        # @param [String] quota_user
+        #   Available to use for quota purposes for server-side applications. Can be any
+        #   arbitrary string assigned to a user, but should not exceed 40 characters.
+        # @param [Google::Apis::RequestOptions] options
+        #   Request-specific options
+        #
+        # @yield [result, err] Result & error if block supplied
+        # @yieldparam result [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1ListExamplesResponse] parsed result object
+        # @yieldparam err [StandardError] error object if request failed
+        #
+        # @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1ListExamplesResponse]
+        #
+        # @raise [Google::Apis::ServerError] An error occurred on the server and the request can be retried
+        # @raise [Google::Apis::ClientError] The request is invalid and should not be retried without modification
+        # @raise [Google::Apis::AuthorizationError] Authorization is required
+        def list_project_dataset_annotated_dataset_examples(parent, filter: nil, page_size: nil, page_token: nil, fields: nil, quota_user: nil, options: nil, &block)
+          command = make_simple_command(:get, 'v1beta1/{+parent}/examples', options)
+          command.response_representation = Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1ListExamplesResponse::Representation
+          command.response_class = Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1ListExamplesResponse
+          command.params['parent'] = parent unless parent.nil?
+          command.query['filter'] = filter unless filter.nil?
+          command.query['pageSize'] = page_size unless page_size.nil?
+          command.query['pageToken'] = page_token unless page_token.nil?
+          command.query['fields'] = fields unless fields.nil?
+          command.query['quotaUser'] = quota_user unless quota_user.nil?
+          execute_or_queue_command(command, &block)
+        end
+        
+        # Delete a FeedbackThread.
+        # @param [String] name
+        #   Required. Name of the FeedbackThread that is going to be deleted. Format: '
+        #   projects/`project_id`/datasets/`dataset_id`/annotatedDatasets/`
+        #   annotated_dataset_id`/feedbackThreads/`feedback_thread_id`'.
+        # @param [String] fields
+        #   Selector specifying which fields to include in a partial response.
+        # @param [String] quota_user
+        #   Available to use for quota purposes for server-side applications. Can be any
+        #   arbitrary string assigned to a user, but should not exceed 40 characters.
+        # @param [Google::Apis::RequestOptions] options
+        #   Request-specific options
+        #
+        # @yield [result, err] Result & error if block supplied
+        # @yieldparam result [Google::Apis::DatalabelingV1beta1::GoogleProtobufEmpty] parsed result object
+        # @yieldparam err [StandardError] error object if request failed
+        #
+        # @return [Google::Apis::DatalabelingV1beta1::GoogleProtobufEmpty]
+        #
+        # @raise [Google::Apis::ServerError] An error occurred on the server and the request can be retried
+        # @raise [Google::Apis::ClientError] The request is invalid and should not be retried without modification
+        # @raise [Google::Apis::AuthorizationError] Authorization is required
+        def delete_project_dataset_annotated_dataset_feedback_thread(name, fields: nil, quota_user: nil, options: nil, &block)
+          command = make_simple_command(:delete, 'v1beta1/{+name}', options)
+          command.response_representation = Google::Apis::DatalabelingV1beta1::GoogleProtobufEmpty::Representation
+          command.response_class = Google::Apis::DatalabelingV1beta1::GoogleProtobufEmpty
+          command.params['name'] = name unless name.nil?
+          command.query['fields'] = fields unless fields.nil?
+          command.query['quotaUser'] = quota_user unless quota_user.nil?
+          execute_or_queue_command(command, &block)
+        end
+        
+        # Get a FeedbackThread object.
+        # @param [String] name
+        #   Required. Name of the feedback. Format: 'projects/`project_id`/datasets/`
+        #   dataset_id`/annotatedDatasets/`annotated_dataset_id`/feedbackThreads/`
+        #   feedback_thread_id`'.
+        # @param [String] fields
+        #   Selector specifying which fields to include in a partial response.
+        # @param [String] quota_user
+        #   Available to use for quota purposes for server-side applications. Can be any
+        #   arbitrary string assigned to a user, but should not exceed 40 characters.
+        # @param [Google::Apis::RequestOptions] options
+        #   Request-specific options
+        #
+        # @yield [result, err] Result & error if block supplied
+        # @yieldparam result [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1FeedbackThread] parsed result object
+        # @yieldparam err [StandardError] error object if request failed
+        #
+        # @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1FeedbackThread]
+        #
+        # @raise [Google::Apis::ServerError] An error occurred on the server and the request can be retried
+        # @raise [Google::Apis::ClientError] The request is invalid and should not be retried without modification
+        # @raise [Google::Apis::AuthorizationError] Authorization is required
+        def get_project_dataset_annotated_dataset_feedback_thread(name, fields: nil, quota_user: nil, options: nil, &block)
+          command = make_simple_command(:get, 'v1beta1/{+name}', options)
+          command.response_representation = Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1FeedbackThread::Representation
+          command.response_class = Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1FeedbackThread
+          command.params['name'] = name unless name.nil?
+          command.query['fields'] = fields unless fields.nil?
+          command.query['quotaUser'] = quota_user unless quota_user.nil?
+          execute_or_queue_command(command, &block)
+        end
+        
+        # List FeedbackThreads with pagination.
+        # @param [String] parent
+        #   Required. FeedbackThread resource parent. Format: "projects/`project_id`/
+        #   datasets/`dataset_id`/annotatedDatasets/`annotated_dataset_id`"
+        # @param [Fixnum] page_size
+        #   Optional. Requested page size. Server may return fewer results than requested.
+        #   Default value is 100.
+        # @param [String] page_token
+        #   Optional. A token identifying a page of results for the server to return.
+        #   Typically obtained by ListFeedbackThreads.next_page_token of the previous [
+        #   DataLabelingService.ListFeedbackThreads] call. Return first page if empty.
+        # @param [String] fields
+        #   Selector specifying which fields to include in a partial response.
+        # @param [String] quota_user
+        #   Available to use for quota purposes for server-side applications. Can be any
+        #   arbitrary string assigned to a user, but should not exceed 40 characters.
+        # @param [Google::Apis::RequestOptions] options
+        #   Request-specific options
+        #
+        # @yield [result, err] Result & error if block supplied
+        # @yieldparam result [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1ListFeedbackThreadsResponse] parsed result object
+        # @yieldparam err [StandardError] error object if request failed
+        #
+        # @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1ListFeedbackThreadsResponse]
+        #
+        # @raise [Google::Apis::ServerError] An error occurred on the server and the request can be retried
+        # @raise [Google::Apis::ClientError] The request is invalid and should not be retried without modification
+        # @raise [Google::Apis::AuthorizationError] Authorization is required
+        def list_project_dataset_annotated_dataset_feedback_threads(parent, page_size: nil, page_token: nil, fields: nil, quota_user: nil, options: nil, &block)
+          command = make_simple_command(:get, 'v1beta1/{+parent}/feedbackThreads', options)
+          command.response_representation = Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1ListFeedbackThreadsResponse::Representation
+          command.response_class = Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1ListFeedbackThreadsResponse
+          command.params['parent'] = parent unless parent.nil?
+          command.query['pageSize'] = page_size unless page_size.nil?
+          command.query['pageToken'] = page_token unless page_token.nil?
+          command.query['fields'] = fields unless fields.nil?
+          command.query['quotaUser'] = quota_user unless quota_user.nil?
+          execute_or_queue_command(command, &block)
+        end
+        
+        # Create a FeedbackMessage object.
+        # @param [String] parent
+        #   Required. FeedbackMessage resource parent, format: projects/`project_id`/
+        #   datasets/`dataset_id`/annotatedDatasets/`annotated_dataset_id`/feedbackThreads/
+        #   `feedback_thread_id`.
+        # @param [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1FeedbackMessage] google_cloud_datalabeling_v1beta1_feedback_message_object
+        # @param [String] fields
+        #   Selector specifying which fields to include in a partial response.
+        # @param [String] quota_user
+        #   Available to use for quota purposes for server-side applications. Can be any
+        #   arbitrary string assigned to a user, but should not exceed 40 characters.
+        # @param [Google::Apis::RequestOptions] options
+        #   Request-specific options
+        #
+        # @yield [result, err] Result & error if block supplied
+        # @yieldparam result [Google::Apis::DatalabelingV1beta1::GoogleLongrunningOperation] parsed result object
+        # @yieldparam err [StandardError] error object if request failed
+        #
+        # @return [Google::Apis::DatalabelingV1beta1::GoogleLongrunningOperation]
+        #
+        # @raise [Google::Apis::ServerError] An error occurred on the server and the request can be retried
+        # @raise [Google::Apis::ClientError] The request is invalid and should not be retried without modification
+        # @raise [Google::Apis::AuthorizationError] Authorization is required
+        def create_project_dataset_annotated_dataset_feedback_thread_feedback_message(parent, google_cloud_datalabeling_v1beta1_feedback_message_object = nil, fields: nil, quota_user: nil, options: nil, &block)
+          command = make_simple_command(:post, 'v1beta1/{+parent}/feedbackMessages', options)
+          command.request_representation = Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1FeedbackMessage::Representation
+          command.request_object = google_cloud_datalabeling_v1beta1_feedback_message_object
+          command.response_representation = Google::Apis::DatalabelingV1beta1::GoogleLongrunningOperation::Representation
+          command.response_class = Google::Apis::DatalabelingV1beta1::GoogleLongrunningOperation
+          command.params['parent'] = parent unless parent.nil?
+          command.query['fields'] = fields unless fields.nil?
+          command.query['quotaUser'] = quota_user unless quota_user.nil?
+          execute_or_queue_command(command, &block)
+        end
+        
+        # Delete a FeedbackMessage.
+        # @param [String] name
+        #   Required. Name of the FeedbackMessage that is going to be deleted. Format: '
+        #   projects/`project_id`/datasets/`dataset_id`/annotatedDatasets/`
+        #   annotated_dataset_id`/feedbackThreads/`feedback_thread_id`/feedbackMessages/`
+        #   feedback_message_id`'.
+        # @param [String] fields
+        #   Selector specifying which fields to include in a partial response.
+        # @param [String] quota_user
+        #   Available to use for quota purposes for server-side applications. Can be any
+        #   arbitrary string assigned to a user, but should not exceed 40 characters.
+        # @param [Google::Apis::RequestOptions] options
+        #   Request-specific options
+        #
+        # @yield [result, err] Result & error if block supplied
+        # @yieldparam result [Google::Apis::DatalabelingV1beta1::GoogleProtobufEmpty] parsed result object
+        # @yieldparam err [StandardError] error object if request failed
+        #
+        # @return [Google::Apis::DatalabelingV1beta1::GoogleProtobufEmpty]
+        #
+        # @raise [Google::Apis::ServerError] An error occurred on the server and the request can be retried
+        # @raise [Google::Apis::ClientError] The request is invalid and should not be retried without modification
+        # @raise [Google::Apis::AuthorizationError] Authorization is required
+        def delete_project_dataset_annotated_dataset_feedback_thread_feedback_message(name, fields: nil, quota_user: nil, options: nil, &block)
+          command = make_simple_command(:delete, 'v1beta1/{+name}', options)
+          command.response_representation = Google::Apis::DatalabelingV1beta1::GoogleProtobufEmpty::Representation
+          command.response_class = Google::Apis::DatalabelingV1beta1::GoogleProtobufEmpty
+          command.params['name'] = name unless name.nil?
+          command.query['fields'] = fields unless fields.nil?
+          command.query['quotaUser'] = quota_user unless quota_user.nil?
+          execute_or_queue_command(command, &block)
+        end
+        
+        # Get a FeedbackMessage object.
+        # @param [String] name
+        #   Required. Name of the feedback. Format: 'projects/`project_id`/datasets/`
+        #   dataset_id`/annotatedDatasets/`annotated_dataset_id`/feedbackThreads/`
+        #   feedback_thread_id`/feedbackMessages/`feedback_message_id`'.
+        # @param [String] fields
+        #   Selector specifying which fields to include in a partial response.
+        # @param [String] quota_user
+        #   Available to use for quota purposes for server-side applications. Can be any
+        #   arbitrary string assigned to a user, but should not exceed 40 characters.
+        # @param [Google::Apis::RequestOptions] options
+        #   Request-specific options
+        #
+        # @yield [result, err] Result & error if block supplied
+        # @yieldparam result [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1FeedbackMessage] parsed result object
+        # @yieldparam err [StandardError] error object if request failed
+        #
+        # @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1FeedbackMessage]
+        #
+        # @raise [Google::Apis::ServerError] An error occurred on the server and the request can be retried
+        # @raise [Google::Apis::ClientError] The request is invalid and should not be retried without modification
+        # @raise [Google::Apis::AuthorizationError] Authorization is required
+        def get_project_dataset_annotated_dataset_feedback_thread_feedback_message(name, fields: nil, quota_user: nil, options: nil, &block)
+          command = make_simple_command(:get, 'v1beta1/{+name}', options)
+          command.response_representation = Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1FeedbackMessage::Representation
+          command.response_class = Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1FeedbackMessage
+          command.params['name'] = name unless name.nil?
+          command.query['fields'] = fields unless fields.nil?
+          command.query['quotaUser'] = quota_user unless quota_user.nil?
+          execute_or_queue_command(command, &block)
+        end
+        
+        # List FeedbackMessages with pagination.
+        # @param [String] parent
+        #   Required. FeedbackMessage resource parent. Format: "projects/`project_id`/
+        #   datasets/`dataset_id`/annotatedDatasets/`annotated_dataset_id`/feedbackThreads/
+        #   `feedback_thread_id`"
+        # @param [Fixnum] page_size
+        #   Optional. Requested page size. Server may return fewer results than requested.
+        #   Default value is 100.
+        # @param [String] page_token
+        #   Optional. A token identifying a page of results for the server to return.
+        #   Typically obtained by ListFeedbackMessages.next_page_token of the previous [
+        #   DataLabelingService.ListFeedbackMessages] call. Return first page if empty.
+        # @param [String] fields
+        #   Selector specifying which fields to include in a partial response.
+        # @param [String] quota_user
+        #   Available to use for quota purposes for server-side applications. Can be any
+        #   arbitrary string assigned to a user, but should not exceed 40 characters.
+        # @param [Google::Apis::RequestOptions] options
+        #   Request-specific options
+        #
+        # @yield [result, err] Result & error if block supplied
+        # @yieldparam result [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1ListFeedbackMessagesResponse] parsed result object
+        # @yieldparam err [StandardError] error object if request failed
+        #
+        # @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1ListFeedbackMessagesResponse]
+        #
+        # @raise [Google::Apis::ServerError] An error occurred on the server and the request can be retried
+        # @raise [Google::Apis::ClientError] The request is invalid and should not be retried without modification
+        # @raise [Google::Apis::AuthorizationError] Authorization is required
+        def list_project_dataset_annotated_dataset_feedback_thread_feedback_messages(parent, page_size: nil, page_token: nil, fields: nil, quota_user: nil, options: nil, &block)
+          command = make_simple_command(:get, 'v1beta1/{+parent}/feedbackMessages', options)
+          command.response_representation = Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1ListFeedbackMessagesResponse::Representation
+          command.response_class = Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1ListFeedbackMessagesResponse
+          command.params['parent'] = parent unless parent.nil?
+          command.query['pageSize'] = page_size unless page_size.nil?
+          command.query['pageToken'] = page_token unless page_token.nil?
+          command.query['fields'] = fields unless fields.nil?
+          command.query['quotaUser'] = quota_user unless quota_user.nil?
+          execute_or_queue_command(command, &block)
+        end
+        
+        # Gets a data item in a dataset by resource name. This API can be called after
+        # data are imported into dataset.
+        # @param [String] name
+        #   Required. The name of the data item to get, format: projects/`project_id`/
+        #   datasets/`dataset_id`/dataItems/`data_item_id`
+        # @param [String] fields
+        #   Selector specifying which fields to include in a partial response.
+        # @param [String] quota_user
+        #   Available to use for quota purposes for server-side applications. Can be any
+        #   arbitrary string assigned to a user, but should not exceed 40 characters.
+        # @param [Google::Apis::RequestOptions] options
+        #   Request-specific options
+        #
+        # @yield [result, err] Result & error if block supplied
+        # @yieldparam result [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1DataItem] parsed result object
+        # @yieldparam err [StandardError] error object if request failed
+        #
+        # @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1DataItem]
+        #
+        # @raise [Google::Apis::ServerError] An error occurred on the server and the request can be retried
+        # @raise [Google::Apis::ClientError] The request is invalid and should not be retried without modification
+        # @raise [Google::Apis::AuthorizationError] Authorization is required
+        def get_project_dataset_data_item(name, fields: nil, quota_user: nil, options: nil, &block)
+          command = make_simple_command(:get, 'v1beta1/{+name}', options)
+          command.response_representation = Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1DataItem::Representation
+          command.response_class = Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1DataItem
+          command.params['name'] = name unless name.nil?
+          command.query['fields'] = fields unless fields.nil?
+          command.query['quotaUser'] = quota_user unless quota_user.nil?
+          execute_or_queue_command(command, &block)
+        end
+        
+        # Lists data items in a dataset. This API can be called after data are imported
+        # into dataset. Pagination is supported.
+        # @param [String] parent
+        #   Required. Name of the dataset to list data items, format: projects/`project_id`
+        #   /datasets/`dataset_id`
+        # @param [String] filter
+        #   Optional. Filter is not supported at this moment.
+        # @param [Fixnum] page_size
+        #   Optional. Requested page size. Server may return fewer results than requested.
+        #   Default value is 100.
+        # @param [String] page_token
+        #   Optional. A token identifying a page of results for the server to return.
+        #   Typically obtained by ListDataItemsResponse.next_page_token of the previous [
+        #   DataLabelingService.ListDataItems] call. Return first page if empty.
+        # @param [String] fields
+        #   Selector specifying which fields to include in a partial response.
+        # @param [String] quota_user
+        #   Available to use for quota purposes for server-side applications. Can be any
+        #   arbitrary string assigned to a user, but should not exceed 40 characters.
+        # @param [Google::Apis::RequestOptions] options
+        #   Request-specific options
+        #
+        # @yield [result, err] Result & error if block supplied
+        # @yieldparam result [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1ListDataItemsResponse] parsed result object
+        # @yieldparam err [StandardError] error object if request failed
+        #
+        # @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1ListDataItemsResponse]
+        #
+        # @raise [Google::Apis::ServerError] An error occurred on the server and the request can be retried
+        # @raise [Google::Apis::ClientError] The request is invalid and should not be retried without modification
+        # @raise [Google::Apis::AuthorizationError] Authorization is required
+        def list_project_dataset_data_items(parent, filter: nil, page_size: nil, page_token: nil, fields: nil, quota_user: nil, options: nil, &block)
+          command = make_simple_command(:get, 'v1beta1/{+parent}/dataItems', options)
+          command.response_representation = Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1ListDataItemsResponse::Representation
+          command.response_class = Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1ListDataItemsResponse
+          command.params['parent'] = parent unless parent.nil?
+          command.query['filter'] = filter unless filter.nil?
+          command.query['pageSize'] = page_size unless page_size.nil?
+          command.query['pageToken'] = page_token unless page_token.nil?
+          command.query['fields'] = fields unless fields.nil?
+          command.query['quotaUser'] = quota_user unless quota_user.nil?
+          execute_or_queue_command(command, &block)
+        end
+        
+        # Gets an evaluation by resource name (to search, use projects.evaluations.
+        # search).
+        # @param [String] name
+        #   Required. Name of the evaluation. Format: "projects/`project_id`/datasets/ `
+        #   dataset_id`/evaluations/`evaluation_id`'
+        # @param [String] fields
+        #   Selector specifying which fields to include in a partial response.
+        # @param [String] quota_user
+        #   Available to use for quota purposes for server-side applications. Can be any
+        #   arbitrary string assigned to a user, but should not exceed 40 characters.
+        # @param [Google::Apis::RequestOptions] options
+        #   Request-specific options
+        #
+        # @yield [result, err] Result & error if block supplied
+        # @yieldparam result [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1Evaluation] parsed result object
+        # @yieldparam err [StandardError] error object if request failed
+        #
+        # @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1Evaluation]
+        #
+        # @raise [Google::Apis::ServerError] An error occurred on the server and the request can be retried
+        # @raise [Google::Apis::ClientError] The request is invalid and should not be retried without modification
+        # @raise [Google::Apis::AuthorizationError] Authorization is required
+        def get_project_dataset_evaluation(name, fields: nil, quota_user: nil, options: nil, &block)
+          command = make_simple_command(:get, 'v1beta1/{+name}', options)
+          command.response_representation = Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1Evaluation::Representation
+          command.response_class = Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1Evaluation
+          command.params['name'] = name unless name.nil?
+          command.query['fields'] = fields unless fields.nil?
+          command.query['quotaUser'] = quota_user unless quota_user.nil?
+          execute_or_queue_command(command, &block)
+        end
+        
+        # Searches example comparisons from an evaluation. The return format is a list
+        # of example comparisons that show ground truth and prediction(s) for a single
+        # input. Search by providing an evaluation ID.
+        # @param [String] parent
+        #   Required. Name of the Evaluation resource to search for example comparisons
+        #   from. Format: "projects/`project_id`/datasets/`dataset_id`/evaluations/ `
+        #   evaluation_id`"
+        # @param [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1SearchExampleComparisonsRequest] google_cloud_datalabeling_v1beta1_search_example_comparisons_request_object
+        # @param [String] fields
+        #   Selector specifying which fields to include in a partial response.
+        # @param [String] quota_user
+        #   Available to use for quota purposes for server-side applications. Can be any
+        #   arbitrary string assigned to a user, but should not exceed 40 characters.
+        # @param [Google::Apis::RequestOptions] options
+        #   Request-specific options
+        #
+        # @yield [result, err] Result & error if block supplied
+        # @yieldparam result [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1SearchExampleComparisonsResponse] parsed result object
+        # @yieldparam err [StandardError] error object if request failed
+        #
+        # @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1SearchExampleComparisonsResponse]
+        #
+        # @raise [Google::Apis::ServerError] An error occurred on the server and the request can be retried
+        # @raise [Google::Apis::ClientError] The request is invalid and should not be retried without modification
+        # @raise [Google::Apis::AuthorizationError] Authorization is required
+        def search_project_dataset_evaluation_example_comparisons(parent, google_cloud_datalabeling_v1beta1_search_example_comparisons_request_object = nil, fields: nil, quota_user: nil, options: nil, &block)
+          command = make_simple_command(:post, 'v1beta1/{+parent}/exampleComparisons:search', options)
+          command.request_representation = Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1SearchExampleComparisonsRequest::Representation
+          command.request_object = google_cloud_datalabeling_v1beta1_search_example_comparisons_request_object
+          command.response_representation = Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1SearchExampleComparisonsResponse::Representation
+          command.response_class = Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1SearchExampleComparisonsResponse
+          command.params['parent'] = parent unless parent.nil?
+          command.query['fields'] = fields unless fields.nil?
+          command.query['quotaUser'] = quota_user unless quota_user.nil?
+          execute_or_queue_command(command, &block)
+        end
+        
+        # Starts a labeling task for image. The type of image labeling task is
+        # configured by feature in the request.
+        # @param [String] parent
+        #   Required. Name of the dataset to request labeling task, format: projects/`
+        #   project_id`/datasets/`dataset_id`
+        # @param [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1LabelImageRequest] google_cloud_datalabeling_v1beta1_label_image_request_object
+        # @param [String] fields
+        #   Selector specifying which fields to include in a partial response.
+        # @param [String] quota_user
+        #   Available to use for quota purposes for server-side applications. Can be any
+        #   arbitrary string assigned to a user, but should not exceed 40 characters.
+        # @param [Google::Apis::RequestOptions] options
+        #   Request-specific options
+        #
+        # @yield [result, err] Result & error if block supplied
+        # @yieldparam result [Google::Apis::DatalabelingV1beta1::GoogleLongrunningOperation] parsed result object
+        # @yieldparam err [StandardError] error object if request failed
+        #
+        # @return [Google::Apis::DatalabelingV1beta1::GoogleLongrunningOperation]
+        #
+        # @raise [Google::Apis::ServerError] An error occurred on the server and the request can be retried
+        # @raise [Google::Apis::ClientError] The request is invalid and should not be retried without modification
+        # @raise [Google::Apis::AuthorizationError] Authorization is required
+        def label_project_dataset_image(parent, google_cloud_datalabeling_v1beta1_label_image_request_object = nil, fields: nil, quota_user: nil, options: nil, &block)
+          command = make_simple_command(:post, 'v1beta1/{+parent}/image:label', options)
+          command.request_representation = Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1LabelImageRequest::Representation
+          command.request_object = google_cloud_datalabeling_v1beta1_label_image_request_object
+          command.response_representation = Google::Apis::DatalabelingV1beta1::GoogleLongrunningOperation::Representation
+          command.response_class = Google::Apis::DatalabelingV1beta1::GoogleLongrunningOperation
+          command.params['parent'] = parent unless parent.nil?
+          command.query['fields'] = fields unless fields.nil?
+          command.query['quotaUser'] = quota_user unless quota_user.nil?
+          execute_or_queue_command(command, &block)
+        end
+        
+        # Starts a labeling task for text. The type of text labeling task is configured
+        # by feature in the request.
+        # @param [String] parent
+        #   Required. Name of the data set to request labeling task, format: projects/`
+        #   project_id`/datasets/`dataset_id`
+        # @param [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1LabelTextRequest] google_cloud_datalabeling_v1beta1_label_text_request_object
+        # @param [String] fields
+        #   Selector specifying which fields to include in a partial response.
+        # @param [String] quota_user
+        #   Available to use for quota purposes for server-side applications. Can be any
+        #   arbitrary string assigned to a user, but should not exceed 40 characters.
+        # @param [Google::Apis::RequestOptions] options
+        #   Request-specific options
+        #
+        # @yield [result, err] Result & error if block supplied
+        # @yieldparam result [Google::Apis::DatalabelingV1beta1::GoogleLongrunningOperation] parsed result object
+        # @yieldparam err [StandardError] error object if request failed
+        #
+        # @return [Google::Apis::DatalabelingV1beta1::GoogleLongrunningOperation]
+        #
+        # @raise [Google::Apis::ServerError] An error occurred on the server and the request can be retried
+        # @raise [Google::Apis::ClientError] The request is invalid and should not be retried without modification
+        # @raise [Google::Apis::AuthorizationError] Authorization is required
+        def label_project_dataset_text(parent, google_cloud_datalabeling_v1beta1_label_text_request_object = nil, fields: nil, quota_user: nil, options: nil, &block)
+          command = make_simple_command(:post, 'v1beta1/{+parent}/text:label', options)
+          command.request_representation = Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1LabelTextRequest::Representation
+          command.request_object = google_cloud_datalabeling_v1beta1_label_text_request_object
+          command.response_representation = Google::Apis::DatalabelingV1beta1::GoogleLongrunningOperation::Representation
+          command.response_class = Google::Apis::DatalabelingV1beta1::GoogleLongrunningOperation
+          command.params['parent'] = parent unless parent.nil?
+          command.query['fields'] = fields unless fields.nil?
+          command.query['quotaUser'] = quota_user unless quota_user.nil?
+          execute_or_queue_command(command, &block)
+        end
+        
+        # Starts a labeling task for video. The type of video labeling task is
+        # configured by feature in the request.
+        # @param [String] parent
+        #   Required. Name of the dataset to request labeling task, format: projects/`
+        #   project_id`/datasets/`dataset_id`
+        # @param [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1LabelVideoRequest] google_cloud_datalabeling_v1beta1_label_video_request_object
+        # @param [String] fields
+        #   Selector specifying which fields to include in a partial response.
+        # @param [String] quota_user
+        #   Available to use for quota purposes for server-side applications. Can be any
+        #   arbitrary string assigned to a user, but should not exceed 40 characters.
+        # @param [Google::Apis::RequestOptions] options
+        #   Request-specific options
+        #
+        # @yield [result, err] Result & error if block supplied
+        # @yieldparam result [Google::Apis::DatalabelingV1beta1::GoogleLongrunningOperation] parsed result object
+        # @yieldparam err [StandardError] error object if request failed
+        #
+        # @return [Google::Apis::DatalabelingV1beta1::GoogleLongrunningOperation]
+        #
+        # @raise [Google::Apis::ServerError] An error occurred on the server and the request can be retried
+        # @raise [Google::Apis::ClientError] The request is invalid and should not be retried without modification
+        # @raise [Google::Apis::AuthorizationError] Authorization is required
+        def label_project_dataset_video(parent, google_cloud_datalabeling_v1beta1_label_video_request_object = nil, fields: nil, quota_user: nil, options: nil, &block)
+          command = make_simple_command(:post, 'v1beta1/{+parent}/video:label', options)
+          command.request_representation = Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1LabelVideoRequest::Representation
+          command.request_object = google_cloud_datalabeling_v1beta1_label_video_request_object
+          command.response_representation = Google::Apis::DatalabelingV1beta1::GoogleLongrunningOperation::Representation
+          command.response_class = Google::Apis::DatalabelingV1beta1::GoogleLongrunningOperation
+          command.params['parent'] = parent unless parent.nil?
+          command.query['fields'] = fields unless fields.nil?
+          command.query['quotaUser'] = quota_user unless quota_user.nil?
+          execute_or_queue_command(command, &block)
+        end
+        
+        # Creates an evaluation job.
+        # @param [String] parent
+        #   Required. Evaluation job resource parent. Format: "projects/`project_id`"
+        # @param [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1CreateEvaluationJobRequest] google_cloud_datalabeling_v1beta1_create_evaluation_job_request_object
+        # @param [String] fields
+        #   Selector specifying which fields to include in a partial response.
+        # @param [String] quota_user
+        #   Available to use for quota purposes for server-side applications. Can be any
+        #   arbitrary string assigned to a user, but should not exceed 40 characters.
+        # @param [Google::Apis::RequestOptions] options
+        #   Request-specific options
+        #
+        # @yield [result, err] Result & error if block supplied
+        # @yieldparam result [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1EvaluationJob] parsed result object
+        # @yieldparam err [StandardError] error object if request failed
+        #
+        # @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1EvaluationJob]
+        #
+        # @raise [Google::Apis::ServerError] An error occurred on the server and the request can be retried
+        # @raise [Google::Apis::ClientError] The request is invalid and should not be retried without modification
+        # @raise [Google::Apis::AuthorizationError] Authorization is required
+        def create_project_evaluation_job(parent, google_cloud_datalabeling_v1beta1_create_evaluation_job_request_object = nil, fields: nil, quota_user: nil, options: nil, &block)
+          command = make_simple_command(:post, 'v1beta1/{+parent}/evaluationJobs', options)
+          command.request_representation = Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1CreateEvaluationJobRequest::Representation
+          command.request_object = google_cloud_datalabeling_v1beta1_create_evaluation_job_request_object
+          command.response_representation = Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1EvaluationJob::Representation
+          command.response_class = Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1EvaluationJob
+          command.params['parent'] = parent unless parent.nil?
+          command.query['fields'] = fields unless fields.nil?
+          command.query['quotaUser'] = quota_user unless quota_user.nil?
+          execute_or_queue_command(command, &block)
+        end
+        
+        # Stops and deletes an evaluation job.
+        # @param [String] name
+        #   Required. Name of the evaluation job that is going to be deleted. Format: "
+        #   projects/`project_id`/evaluationJobs/`evaluation_job_id`"
+        # @param [String] fields
+        #   Selector specifying which fields to include in a partial response.
+        # @param [String] quota_user
+        #   Available to use for quota purposes for server-side applications. Can be any
+        #   arbitrary string assigned to a user, but should not exceed 40 characters.
+        # @param [Google::Apis::RequestOptions] options
+        #   Request-specific options
+        #
+        # @yield [result, err] Result & error if block supplied
+        # @yieldparam result [Google::Apis::DatalabelingV1beta1::GoogleProtobufEmpty] parsed result object
+        # @yieldparam err [StandardError] error object if request failed
+        #
+        # @return [Google::Apis::DatalabelingV1beta1::GoogleProtobufEmpty]
+        #
+        # @raise [Google::Apis::ServerError] An error occurred on the server and the request can be retried
+        # @raise [Google::Apis::ClientError] The request is invalid and should not be retried without modification
+        # @raise [Google::Apis::AuthorizationError] Authorization is required
+        def delete_project_evaluation_job(name, fields: nil, quota_user: nil, options: nil, &block)
+          command = make_simple_command(:delete, 'v1beta1/{+name}', options)
+          command.response_representation = Google::Apis::DatalabelingV1beta1::GoogleProtobufEmpty::Representation
+          command.response_class = Google::Apis::DatalabelingV1beta1::GoogleProtobufEmpty
+          command.params['name'] = name unless name.nil?
+          command.query['fields'] = fields unless fields.nil?
+          command.query['quotaUser'] = quota_user unless quota_user.nil?
+          execute_or_queue_command(command, &block)
+        end
+        
+        # Gets an evaluation job by resource name.
+        # @param [String] name
+        #   Required. Name of the evaluation job. Format: "projects/`project_id` /
+        #   evaluationJobs/`evaluation_job_id`"
+        # @param [String] fields
+        #   Selector specifying which fields to include in a partial response.
+        # @param [String] quota_user
+        #   Available to use for quota purposes for server-side applications. Can be any
+        #   arbitrary string assigned to a user, but should not exceed 40 characters.
+        # @param [Google::Apis::RequestOptions] options
+        #   Request-specific options
+        #
+        # @yield [result, err] Result & error if block supplied
+        # @yieldparam result [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1EvaluationJob] parsed result object
+        # @yieldparam err [StandardError] error object if request failed
+        #
+        # @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1EvaluationJob]
+        #
+        # @raise [Google::Apis::ServerError] An error occurred on the server and the request can be retried
+        # @raise [Google::Apis::ClientError] The request is invalid and should not be retried without modification
+        # @raise [Google::Apis::AuthorizationError] Authorization is required
+        def get_project_evaluation_job(name, fields: nil, quota_user: nil, options: nil, &block)
+          command = make_simple_command(:get, 'v1beta1/{+name}', options)
+          command.response_representation = Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1EvaluationJob::Representation
+          command.response_class = Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1EvaluationJob
+          command.params['name'] = name unless name.nil?
+          command.query['fields'] = fields unless fields.nil?
+          command.query['quotaUser'] = quota_user unless quota_user.nil?
+          execute_or_queue_command(command, &block)
+        end
+        
+        # Lists all evaluation jobs within a project with possible filters. Pagination
+        # is supported.
+        # @param [String] parent
+        #   Required. Evaluation job resource parent. Format: "projects/`project_id`"
+        # @param [String] filter
+        #   Optional. You can filter the jobs to list by model_id (also known as
+        #   model_name, as described in EvaluationJob.modelVersion) or by evaluation job
+        #   state (as described in EvaluationJob.state). To filter by both criteria, use
+        #   the `AND` operator or the `OR` operator. For example, you can use the
+        #   following string for your filter: "evaluation_job.model_id = `model_name` AND
+        #   evaluation_job.state = `evaluation_job_state`"
+        # @param [Fixnum] page_size
+        #   Optional. Requested page size. Server may return fewer results than requested.
+        #   Default value is 100.
+        # @param [String] page_token
+        #   Optional. A token identifying a page of results for the server to return.
+        #   Typically obtained by the nextPageToken in the response to the previous
+        #   request. The request returns the first page if this is empty.
+        # @param [String] fields
+        #   Selector specifying which fields to include in a partial response.
+        # @param [String] quota_user
+        #   Available to use for quota purposes for server-side applications. Can be any
+        #   arbitrary string assigned to a user, but should not exceed 40 characters.
+        # @param [Google::Apis::RequestOptions] options
+        #   Request-specific options
+        #
+        # @yield [result, err] Result & error if block supplied
+        # @yieldparam result [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1ListEvaluationJobsResponse] parsed result object
+        # @yieldparam err [StandardError] error object if request failed
+        #
+        # @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1ListEvaluationJobsResponse]
+        #
+        # @raise [Google::Apis::ServerError] An error occurred on the server and the request can be retried
+        # @raise [Google::Apis::ClientError] The request is invalid and should not be retried without modification
+        # @raise [Google::Apis::AuthorizationError] Authorization is required
+        def list_project_evaluation_jobs(parent, filter: nil, page_size: nil, page_token: nil, fields: nil, quota_user: nil, options: nil, &block)
+          command = make_simple_command(:get, 'v1beta1/{+parent}/evaluationJobs', options)
+          command.response_representation = Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1ListEvaluationJobsResponse::Representation
+          command.response_class = Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1ListEvaluationJobsResponse
+          command.params['parent'] = parent unless parent.nil?
+          command.query['filter'] = filter unless filter.nil?
+          command.query['pageSize'] = page_size unless page_size.nil?
+          command.query['pageToken'] = page_token unless page_token.nil?
+          command.query['fields'] = fields unless fields.nil?
+          command.query['quotaUser'] = quota_user unless quota_user.nil?
+          execute_or_queue_command(command, &block)
+        end
+        
+        # Updates an evaluation job. You can only update certain fields of the job's
+        # EvaluationJobConfig: `humanAnnotationConfig.instruction`, `exampleCount`, and `
+        # exampleSamplePercentage`. If you want to change any other aspect of the
+        # evaluation job, you must delete the job and create a new one.
+        # @param [String] name
+        #   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`"
+        # @param [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1EvaluationJob] google_cloud_datalabeling_v1beta1_evaluation_job_object
+        # @param [String] update_mask
+        #   Optional. Mask for which fields to update. You can only provide the following
+        #   fields: * `evaluationJobConfig.humanAnnotationConfig.instruction` * `
+        #   evaluationJobConfig.exampleCount` * `evaluationJobConfig.
+        #   exampleSamplePercentage` You can provide more than one of these fields by
+        #   separating them with commas.
+        # @param [String] fields
+        #   Selector specifying which fields to include in a partial response.
+        # @param [String] quota_user
+        #   Available to use for quota purposes for server-side applications. Can be any
+        #   arbitrary string assigned to a user, but should not exceed 40 characters.
+        # @param [Google::Apis::RequestOptions] options
+        #   Request-specific options
+        #
+        # @yield [result, err] Result & error if block supplied
+        # @yieldparam result [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1EvaluationJob] parsed result object
+        # @yieldparam err [StandardError] error object if request failed
+        #
+        # @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1EvaluationJob]
+        #
+        # @raise [Google::Apis::ServerError] An error occurred on the server and the request can be retried
+        # @raise [Google::Apis::ClientError] The request is invalid and should not be retried without modification
+        # @raise [Google::Apis::AuthorizationError] Authorization is required
+        def patch_project_evaluation_job(name, google_cloud_datalabeling_v1beta1_evaluation_job_object = nil, update_mask: nil, fields: nil, quota_user: nil, options: nil, &block)
+          command = make_simple_command(:patch, 'v1beta1/{+name}', options)
+          command.request_representation = Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1EvaluationJob::Representation
+          command.request_object = google_cloud_datalabeling_v1beta1_evaluation_job_object
+          command.response_representation = Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1EvaluationJob::Representation
+          command.response_class = Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1EvaluationJob
+          command.params['name'] = name unless name.nil?
+          command.query['updateMask'] = update_mask unless update_mask.nil?
+          command.query['fields'] = fields unless fields.nil?
+          command.query['quotaUser'] = quota_user unless quota_user.nil?
+          execute_or_queue_command(command, &block)
+        end
+        
+        # Pauses an evaluation job. Pausing an evaluation job that is already in a `
+        # PAUSED` state is a no-op.
+        # @param [String] name
+        #   Required. Name of the evaluation job that is going to be paused. Format: "
+        #   projects/`project_id`/evaluationJobs/`evaluation_job_id`"
+        # @param [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1PauseEvaluationJobRequest] google_cloud_datalabeling_v1beta1_pause_evaluation_job_request_object
+        # @param [String] fields
+        #   Selector specifying which fields to include in a partial response.
+        # @param [String] quota_user
+        #   Available to use for quota purposes for server-side applications. Can be any
+        #   arbitrary string assigned to a user, but should not exceed 40 characters.
+        # @param [Google::Apis::RequestOptions] options
+        #   Request-specific options
+        #
+        # @yield [result, err] Result & error if block supplied
+        # @yieldparam result [Google::Apis::DatalabelingV1beta1::GoogleProtobufEmpty] parsed result object
+        # @yieldparam err [StandardError] error object if request failed
+        #
+        # @return [Google::Apis::DatalabelingV1beta1::GoogleProtobufEmpty]
+        #
+        # @raise [Google::Apis::ServerError] An error occurred on the server and the request can be retried
+        # @raise [Google::Apis::ClientError] The request is invalid and should not be retried without modification
+        # @raise [Google::Apis::AuthorizationError] Authorization is required
+        def pause_project_evaluation_job(name, google_cloud_datalabeling_v1beta1_pause_evaluation_job_request_object = nil, fields: nil, quota_user: nil, options: nil, &block)
+          command = make_simple_command(:post, 'v1beta1/{+name}:pause', options)
+          command.request_representation = Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1PauseEvaluationJobRequest::Representation
+          command.request_object = google_cloud_datalabeling_v1beta1_pause_evaluation_job_request_object
+          command.response_representation = Google::Apis::DatalabelingV1beta1::GoogleProtobufEmpty::Representation
+          command.response_class = Google::Apis::DatalabelingV1beta1::GoogleProtobufEmpty
+          command.params['name'] = name unless name.nil?
+          command.query['fields'] = fields unless fields.nil?
+          command.query['quotaUser'] = quota_user unless quota_user.nil?
+          execute_or_queue_command(command, &block)
+        end
+        
+        # Resumes a paused evaluation job. A deleted evaluation job can't be resumed.
+        # Resuming a running or scheduled evaluation job is a no-op.
+        # @param [String] name
+        #   Required. Name of the evaluation job that is going to be resumed. Format: "
+        #   projects/`project_id`/evaluationJobs/`evaluation_job_id`"
+        # @param [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1ResumeEvaluationJobRequest] google_cloud_datalabeling_v1beta1_resume_evaluation_job_request_object
+        # @param [String] fields
+        #   Selector specifying which fields to include in a partial response.
+        # @param [String] quota_user
+        #   Available to use for quota purposes for server-side applications. Can be any
+        #   arbitrary string assigned to a user, but should not exceed 40 characters.
+        # @param [Google::Apis::RequestOptions] options
+        #   Request-specific options
+        #
+        # @yield [result, err] Result & error if block supplied
+        # @yieldparam result [Google::Apis::DatalabelingV1beta1::GoogleProtobufEmpty] parsed result object
+        # @yieldparam err [StandardError] error object if request failed
+        #
+        # @return [Google::Apis::DatalabelingV1beta1::GoogleProtobufEmpty]
+        #
+        # @raise [Google::Apis::ServerError] An error occurred on the server and the request can be retried
+        # @raise [Google::Apis::ClientError] The request is invalid and should not be retried without modification
+        # @raise [Google::Apis::AuthorizationError] Authorization is required
+        def resume_project_evaluation_job(name, google_cloud_datalabeling_v1beta1_resume_evaluation_job_request_object = nil, fields: nil, quota_user: nil, options: nil, &block)
+          command = make_simple_command(:post, 'v1beta1/{+name}:resume', options)
+          command.request_representation = Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1ResumeEvaluationJobRequest::Representation
+          command.request_object = google_cloud_datalabeling_v1beta1_resume_evaluation_job_request_object
+          command.response_representation = Google::Apis::DatalabelingV1beta1::GoogleProtobufEmpty::Representation
+          command.response_class = Google::Apis::DatalabelingV1beta1::GoogleProtobufEmpty
+          command.params['name'] = name unless name.nil?
+          command.query['fields'] = fields unless fields.nil?
+          command.query['quotaUser'] = quota_user unless quota_user.nil?
+          execute_or_queue_command(command, &block)
+        end
+        
+        # Searches evaluations within a project.
+        # @param [String] parent
+        #   Required. Evaluation search parent (project ID). Format: "projects/ `
+        #   project_id`"
+        # @param [String] filter
+        #   Optional. To search evaluations, you can filter by the following: *
+        #   evaluation_job.evaluation_job_id (the last part of EvaluationJob.name) *
+        #   evaluation_job.model_id (the `model_name` portion of EvaluationJob.
+        #   modelVersion) * evaluation_job.evaluation_job_run_time_start (Minimum
+        #   threshold for the evaluationJobRunTime that created the evaluation) *
+        #   evaluation_job.evaluation_job_run_time_end (Maximum threshold for the
+        #   evaluationJobRunTime that created the evaluation) * evaluation_job.job_state (
+        #   EvaluationJob.state) * annotation_spec.display_name (the Evaluation contains a
+        #   metric for the annotation spec with this displayName) To filter by multiple
+        #   critiera, use the `AND` operator or the `OR` operator. The following examples
+        #   shows a string that filters by several critiera: "evaluation_job.
+        #   evaluation_job_id = `evaluation_job_id` AND evaluation_job.model_id = `
+        #   model_name` AND evaluation_job.evaluation_job_run_time_start = `timestamp_1`
+        #   AND evaluation_job.evaluation_job_run_time_end = `timestamp_2` AND
+        #   annotation_spec.display_name = `display_name`"
+        # @param [Fixnum] page_size
+        #   Optional. Requested page size. Server may return fewer results than requested.
+        #   Default value is 100.
+        # @param [String] page_token
+        #   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
+        #   request. If you don't specify this field, the API call requests the first page
+        #   of the search.
+        # @param [String] fields
+        #   Selector specifying which fields to include in a partial response.
+        # @param [String] quota_user
+        #   Available to use for quota purposes for server-side applications. Can be any
+        #   arbitrary string assigned to a user, but should not exceed 40 characters.
+        # @param [Google::Apis::RequestOptions] options
+        #   Request-specific options
+        #
+        # @yield [result, err] Result & error if block supplied
+        # @yieldparam result [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1SearchEvaluationsResponse] parsed result object
+        # @yieldparam err [StandardError] error object if request failed
+        #
+        # @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1SearchEvaluationsResponse]
+        #
+        # @raise [Google::Apis::ServerError] An error occurred on the server and the request can be retried
+        # @raise [Google::Apis::ClientError] The request is invalid and should not be retried without modification
+        # @raise [Google::Apis::AuthorizationError] Authorization is required
+        def search_project_evaluations(parent, filter: nil, page_size: nil, page_token: nil, fields: nil, quota_user: nil, options: nil, &block)
+          command = make_simple_command(:get, 'v1beta1/{+parent}/evaluations:search', options)
+          command.response_representation = Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1SearchEvaluationsResponse::Representation
+          command.response_class = Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1SearchEvaluationsResponse
+          command.params['parent'] = parent unless parent.nil?
+          command.query['filter'] = filter unless filter.nil?
+          command.query['pageSize'] = page_size unless page_size.nil?
+          command.query['pageToken'] = page_token unless page_token.nil?
+          command.query['fields'] = fields unless fields.nil?
+          command.query['quotaUser'] = quota_user unless quota_user.nil?
+          execute_or_queue_command(command, &block)
+        end
+        
+        # Creates an instruction for how data should be labeled.
+        # @param [String] parent
+        #   Required. Instruction resource parent, format: projects/`project_id`
+        # @param [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1CreateInstructionRequest] google_cloud_datalabeling_v1beta1_create_instruction_request_object
+        # @param [String] fields
+        #   Selector specifying which fields to include in a partial response.
+        # @param [String] quota_user
+        #   Available to use for quota purposes for server-side applications. Can be any
+        #   arbitrary string assigned to a user, but should not exceed 40 characters.
+        # @param [Google::Apis::RequestOptions] options
+        #   Request-specific options
+        #
+        # @yield [result, err] Result & error if block supplied
+        # @yieldparam result [Google::Apis::DatalabelingV1beta1::GoogleLongrunningOperation] parsed result object
+        # @yieldparam err [StandardError] error object if request failed
+        #
+        # @return [Google::Apis::DatalabelingV1beta1::GoogleLongrunningOperation]
+        #
+        # @raise [Google::Apis::ServerError] An error occurred on the server and the request can be retried
+        # @raise [Google::Apis::ClientError] The request is invalid and should not be retried without modification
+        # @raise [Google::Apis::AuthorizationError] Authorization is required
+        def create_project_instruction(parent, google_cloud_datalabeling_v1beta1_create_instruction_request_object = nil, fields: nil, quota_user: nil, options: nil, &block)
+          command = make_simple_command(:post, 'v1beta1/{+parent}/instructions', options)
+          command.request_representation = Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1CreateInstructionRequest::Representation
+          command.request_object = google_cloud_datalabeling_v1beta1_create_instruction_request_object
+          command.response_representation = Google::Apis::DatalabelingV1beta1::GoogleLongrunningOperation::Representation
+          command.response_class = Google::Apis::DatalabelingV1beta1::GoogleLongrunningOperation
+          command.params['parent'] = parent unless parent.nil?
+          command.query['fields'] = fields unless fields.nil?
+          command.query['quotaUser'] = quota_user unless quota_user.nil?
+          execute_or_queue_command(command, &block)
+        end
+        
+        # Deletes an instruction object by resource name.
+        # @param [String] name
+        #   Required. Instruction resource name, format: projects/`project_id`/
+        #   instructions/`instruction_id`
+        # @param [String] fields
+        #   Selector specifying which fields to include in a partial response.
+        # @param [String] quota_user
+        #   Available to use for quota purposes for server-side applications. Can be any
+        #   arbitrary string assigned to a user, but should not exceed 40 characters.
+        # @param [Google::Apis::RequestOptions] options
+        #   Request-specific options
+        #
+        # @yield [result, err] Result & error if block supplied
+        # @yieldparam result [Google::Apis::DatalabelingV1beta1::GoogleProtobufEmpty] parsed result object
+        # @yieldparam err [StandardError] error object if request failed
+        #
+        # @return [Google::Apis::DatalabelingV1beta1::GoogleProtobufEmpty]
+        #
+        # @raise [Google::Apis::ServerError] An error occurred on the server and the request can be retried
+        # @raise [Google::Apis::ClientError] The request is invalid and should not be retried without modification
+        # @raise [Google::Apis::AuthorizationError] Authorization is required
+        def delete_project_instruction(name, fields: nil, quota_user: nil, options: nil, &block)
+          command = make_simple_command(:delete, 'v1beta1/{+name}', options)
+          command.response_representation = Google::Apis::DatalabelingV1beta1::GoogleProtobufEmpty::Representation
+          command.response_class = Google::Apis::DatalabelingV1beta1::GoogleProtobufEmpty
+          command.params['name'] = name unless name.nil?
+          command.query['fields'] = fields unless fields.nil?
+          command.query['quotaUser'] = quota_user unless quota_user.nil?
+          execute_or_queue_command(command, &block)
+        end
+        
+        # Gets an instruction by resource name.
+        # @param [String] name
+        #   Required. Instruction resource name, format: projects/`project_id`/
+        #   instructions/`instruction_id`
+        # @param [String] fields
+        #   Selector specifying which fields to include in a partial response.
+        # @param [String] quota_user
+        #   Available to use for quota purposes for server-side applications. Can be any
+        #   arbitrary string assigned to a user, but should not exceed 40 characters.
+        # @param [Google::Apis::RequestOptions] options
+        #   Request-specific options
+        #
+        # @yield [result, err] Result & error if block supplied
+        # @yieldparam result [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1Instruction] parsed result object
+        # @yieldparam err [StandardError] error object if request failed
+        #
+        # @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1Instruction]
+        #
+        # @raise [Google::Apis::ServerError] An error occurred on the server and the request can be retried
+        # @raise [Google::Apis::ClientError] The request is invalid and should not be retried without modification
+        # @raise [Google::Apis::AuthorizationError] Authorization is required
+        def get_project_instruction(name, fields: nil, quota_user: nil, options: nil, &block)
+          command = make_simple_command(:get, 'v1beta1/{+name}', options)
+          command.response_representation = Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1Instruction::Representation
+          command.response_class = Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1Instruction
+          command.params['name'] = name unless name.nil?
+          command.query['fields'] = fields unless fields.nil?
+          command.query['quotaUser'] = quota_user unless quota_user.nil?
+          execute_or_queue_command(command, &block)
+        end
+        
+        # Lists instructions for a project. Pagination is supported.
+        # @param [String] parent
+        #   Required. Instruction resource parent, format: projects/`project_id`
+        # @param [String] filter
+        #   Optional. Filter is not supported at this moment.
+        # @param [Fixnum] page_size
+        #   Optional. Requested page size. Server may return fewer results than requested.
+        #   Default value is 100.
+        # @param [String] page_token
+        #   Optional. A token identifying a page of results for the server to return.
+        #   Typically obtained by ListInstructionsResponse.next_page_token of the previous
+        #   [DataLabelingService.ListInstructions] call. Return first page if empty.
+        # @param [String] fields
+        #   Selector specifying which fields to include in a partial response.
+        # @param [String] quota_user
+        #   Available to use for quota purposes for server-side applications. Can be any
+        #   arbitrary string assigned to a user, but should not exceed 40 characters.
+        # @param [Google::Apis::RequestOptions] options
+        #   Request-specific options
+        #
+        # @yield [result, err] Result & error if block supplied
+        # @yieldparam result [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1ListInstructionsResponse] parsed result object
+        # @yieldparam err [StandardError] error object if request failed
+        #
+        # @return [Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1ListInstructionsResponse]
+        #
+        # @raise [Google::Apis::ServerError] An error occurred on the server and the request can be retried
+        # @raise [Google::Apis::ClientError] The request is invalid and should not be retried without modification
+        # @raise [Google::Apis::AuthorizationError] Authorization is required
+        def list_project_instructions(parent, filter: nil, page_size: nil, page_token: nil, fields: nil, quota_user: nil, options: nil, &block)
+          command = make_simple_command(:get, 'v1beta1/{+parent}/instructions', options)
+          command.response_representation = Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1ListInstructionsResponse::Representation
+          command.response_class = Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1ListInstructionsResponse
+          command.params['parent'] = parent unless parent.nil?
+          command.query['filter'] = filter unless filter.nil?
+          command.query['pageSize'] = page_size unless page_size.nil?
+          command.query['pageToken'] = page_token unless page_token.nil?
+          command.query['fields'] = fields unless fields.nil?
+          command.query['quotaUser'] = quota_user unless quota_user.nil?
+          execute_or_queue_command(command, &block)
+        end
+        
+        # Starts asynchronous cancellation on a long-running operation. The server makes
+        # a best effort to cancel the operation, but success is not guaranteed. If the
+        # server doesn't support this method, it returns `google.rpc.Code.UNIMPLEMENTED`.
+        # Clients can use Operations.GetOperation or other methods to check whether the
+        # cancellation succeeded or whether the operation completed despite cancellation.
+        # On successful cancellation, the operation is not deleted; instead, it becomes
+        # an operation with an Operation.error value with a google.rpc.Status.code of 1,
+        # corresponding to `Code.CANCELLED`.
+        # @param [String] name
+        #   The name of the operation resource to be cancelled.
+        # @param [String] fields
+        #   Selector specifying which fields to include in a partial response.
+        # @param [String] quota_user
+        #   Available to use for quota purposes for server-side applications. Can be any
+        #   arbitrary string assigned to a user, but should not exceed 40 characters.
+        # @param [Google::Apis::RequestOptions] options
+        #   Request-specific options
+        #
+        # @yield [result, err] Result & error if block supplied
+        # @yieldparam result [Google::Apis::DatalabelingV1beta1::GoogleProtobufEmpty] parsed result object
+        # @yieldparam err [StandardError] error object if request failed
+        #
+        # @return [Google::Apis::DatalabelingV1beta1::GoogleProtobufEmpty]
+        #
+        # @raise [Google::Apis::ServerError] An error occurred on the server and the request can be retried
+        # @raise [Google::Apis::ClientError] The request is invalid and should not be retried without modification
+        # @raise [Google::Apis::AuthorizationError] Authorization is required
+        def cancel_project_operation(name, fields: nil, quota_user: nil, options: nil, &block)
+          command = make_simple_command(:get, 'v1beta1/{+name}:cancel', options)
+          command.response_representation = Google::Apis::DatalabelingV1beta1::GoogleProtobufEmpty::Representation
+          command.response_class = Google::Apis::DatalabelingV1beta1::GoogleProtobufEmpty
+          command.params['name'] = name unless name.nil?
+          command.query['fields'] = fields unless fields.nil?
+          command.query['quotaUser'] = quota_user unless quota_user.nil?
+          execute_or_queue_command(command, &block)
+        end
+        
+        # Deletes a long-running operation. This method indicates that the client is no
+        # longer interested in the operation result. It does not cancel the operation.
+        # If the server doesn't support this method, it returns `google.rpc.Code.
+        # UNIMPLEMENTED`.
+        # @param [String] name
+        #   The name of the operation resource to be deleted.
+        # @param [String] fields
+        #   Selector specifying which fields to include in a partial response.
+        # @param [String] quota_user
+        #   Available to use for quota purposes for server-side applications. Can be any
+        #   arbitrary string assigned to a user, but should not exceed 40 characters.
+        # @param [Google::Apis::RequestOptions] options
+        #   Request-specific options
+        #
+        # @yield [result, err] Result & error if block supplied
+        # @yieldparam result [Google::Apis::DatalabelingV1beta1::GoogleProtobufEmpty] parsed result object
+        # @yieldparam err [StandardError] error object if request failed
+        #
+        # @return [Google::Apis::DatalabelingV1beta1::GoogleProtobufEmpty]
+        #
+        # @raise [Google::Apis::ServerError] An error occurred on the server and the request can be retried
+        # @raise [Google::Apis::ClientError] The request is invalid and should not be retried without modification
+        # @raise [Google::Apis::AuthorizationError] Authorization is required
+        def delete_project_operation(name, fields: nil, quota_user: nil, options: nil, &block)
+          command = make_simple_command(:delete, 'v1beta1/{+name}', options)
+          command.response_representation = Google::Apis::DatalabelingV1beta1::GoogleProtobufEmpty::Representation
+          command.response_class = Google::Apis::DatalabelingV1beta1::GoogleProtobufEmpty
+          command.params['name'] = name unless name.nil?
+          command.query['fields'] = fields unless fields.nil?
+          command.query['quotaUser'] = quota_user unless quota_user.nil?
+          execute_or_queue_command(command, &block)
+        end
+        
+        # Gets the latest state of a long-running operation. Clients can use this method
+        # to poll the operation result at intervals as recommended by the API service.
+        # @param [String] name
+        #   The name of the operation resource.
+        # @param [String] fields
+        #   Selector specifying which fields to include in a partial response.
+        # @param [String] quota_user
+        #   Available to use for quota purposes for server-side applications. Can be any
+        #   arbitrary string assigned to a user, but should not exceed 40 characters.
+        # @param [Google::Apis::RequestOptions] options
+        #   Request-specific options
+        #
+        # @yield [result, err] Result & error if block supplied
+        # @yieldparam result [Google::Apis::DatalabelingV1beta1::GoogleLongrunningOperation] parsed result object
+        # @yieldparam err [StandardError] error object if request failed
+        #
+        # @return [Google::Apis::DatalabelingV1beta1::GoogleLongrunningOperation]
+        #
+        # @raise [Google::Apis::ServerError] An error occurred on the server and the request can be retried
+        # @raise [Google::Apis::ClientError] The request is invalid and should not be retried without modification
+        # @raise [Google::Apis::AuthorizationError] Authorization is required
+        def get_project_operation(name, fields: nil, quota_user: nil, options: nil, &block)
+          command = make_simple_command(:get, 'v1beta1/{+name}', options)
+          command.response_representation = Google::Apis::DatalabelingV1beta1::GoogleLongrunningOperation::Representation
+          command.response_class = Google::Apis::DatalabelingV1beta1::GoogleLongrunningOperation
+          command.params['name'] = name unless name.nil?
+          command.query['fields'] = fields unless fields.nil?
+          command.query['quotaUser'] = quota_user unless quota_user.nil?
+          execute_or_queue_command(command, &block)
+        end
+        
+        # Lists operations that match the specified filter in the request. If the server
+        # doesn't support this method, it returns `UNIMPLEMENTED`. NOTE: the `name`
+        # binding allows API services to override the binding to use different resource
+        # name schemes, such as `users/*/operations`. To override the binding, API
+        # services can add a binding such as `"/v1/`name=users/*`/operations"` to their
+        # service configuration. For backwards compatibility, the default name includes
+        # the operations collection id, however overriding users must ensure the name
+        # binding is the parent resource, without the operations collection id.
+        # @param [String] name
+        #   The name of the operation's parent resource.
+        # @param [String] filter
+        #   The standard list filter.
+        # @param [Fixnum] page_size
+        #   The standard list page size.
+        # @param [String] page_token
+        #   The standard list page token.
+        # @param [String] fields
+        #   Selector specifying which fields to include in a partial response.
+        # @param [String] quota_user
+        #   Available to use for quota purposes for server-side applications. Can be any
+        #   arbitrary string assigned to a user, but should not exceed 40 characters.
+        # @param [Google::Apis::RequestOptions] options
+        #   Request-specific options
+        #
+        # @yield [result, err] Result & error if block supplied
+        # @yieldparam result [Google::Apis::DatalabelingV1beta1::GoogleLongrunningListOperationsResponse] parsed result object
+        # @yieldparam err [StandardError] error object if request failed
+        #
+        # @return [Google::Apis::DatalabelingV1beta1::GoogleLongrunningListOperationsResponse]
+        #
+        # @raise [Google::Apis::ServerError] An error occurred on the server and the request can be retried
+        # @raise [Google::Apis::ClientError] The request is invalid and should not be retried without modification
+        # @raise [Google::Apis::AuthorizationError] Authorization is required
+        def list_project_operations(name, filter: nil, page_size: nil, page_token: nil, fields: nil, quota_user: nil, options: nil, &block)
+          command = make_simple_command(:get, 'v1beta1/{+name}/operations', options)
+          command.response_representation = Google::Apis::DatalabelingV1beta1::GoogleLongrunningListOperationsResponse::Representation
+          command.response_class = Google::Apis::DatalabelingV1beta1::GoogleLongrunningListOperationsResponse
+          command.params['name'] = name unless name.nil?
+          command.query['filter'] = filter unless filter.nil?
+          command.query['pageSize'] = page_size unless page_size.nil?
+          command.query['pageToken'] = page_token unless page_token.nil?
+          command.query['fields'] = fields unless fields.nil?
+          command.query['quotaUser'] = quota_user unless quota_user.nil?
+          execute_or_queue_command(command, &block)
+        end
+
+        protected
+
+        def apply_command_defaults(command)
+          command.query['key'] = key unless key.nil?
+          command.query['quotaUser'] = quota_user unless quota_user.nil?
+        end
+      end
+    end
+  end
+end
diff --git a/generated/google/apis/datalabeling_v1beta1/synth.metadata b/generated/google/apis/datalabeling_v1beta1/synth.metadata
new file mode 100644
index 000000000..c60478971
--- /dev/null
+++ b/generated/google/apis/datalabeling_v1beta1/synth.metadata
@@ -0,0 +1,11 @@
+{
+  "sources": [
+    {
+      "git": {
+        "name": ".",
+        "remote": "https://github.com/googleapis/google-api-ruby-client.git",
+        "sha": "79a43ec56f0591043ce631e889c3354471f07c7b"
+      }
+    }
+  ]
+}
\ No newline at end of file