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process_configs.yaml
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process_configs.yaml
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global:
api_endpoint: us-central1-aiplatform.googleapis.com
api_endpoint_comment: The AI Platform services require regional API endpoints.
timeout: 300
skip:
- etag
- create_time
- update_time
max_depth: -1
license_year: 2020
batch_migrate_resources_sample: {}
cancel_batch_prediction_job_sample: {}
cancel_custom_job_sample: {}
cancel_data_labeling_job_sample: {}
cancel_hyperparameter_tuning_job_sample: {}
cancel_training_pipeline_sample: {}
create_batch_prediction_job_bigquery_sample: {}
create_batch_prediction_job_custom_image_explain_sample: {}
create_batch_prediction_job_custom_tabular_explain_sample: {}
create_batch_prediction_job_sample: {}
create_batch_prediction_job_tabular_explain_sample: {}
create_batch_prediction_job_tabular_forecasting_sample: {}
create_batch_prediction_job_text_classification_sample: {}
create_batch_prediction_job_text_entity_extraction_sample: {}
create_batch_prediction_job_text_sentiment_analysis_sample: {}
create_batch_prediction_job_video_action_recognition_sample: {}
create_batch_prediction_job_video_classification_sample: {}
create_batch_prediction_job_video_object_tracking_sample: {}
create_custom_job_python_package_sample: {}
create_custom_job_sample: {}
create_data_labeling_job_active_learning_sample: {}
create_data_labeling_job_image_segmentation_sample: {}
create_data_labeling_job_images_sample: {}
create_data_labeling_job_sample: {}
create_data_labeling_job_specialist_pool_sample: {}
create_data_labeling_job_text_sample: {}
create_data_labeling_job_video_sample: {}
create_dataset_image_sample:
skip:
- create_time
- update_time
create_dataset_sample:
skip:
- create_time
- update_time
create_dataset_tabular_bigquery_sample:
skip:
- labels
- create_time
- update_time
create_dataset_tabular_gcs_sample:
skip:
- labels
- create_time
- update_time
create_dataset_text_sample:
skip:
- create_time
- update_time
create_dataset_video_sample:
skip:
- create_time
- update_time
create_endpoint_sample:
skip:
- traffic_split
- deployed_models
create_hyperparameter_tuning_job_python_package_sample: {}
create_hyperparameter_tuning_job_sample: {}
create_specialist_pool_sample: {}
create_training_pipeline_custom_job_sample: {}
create_training_pipeline_custom_training_managed_dataset_sample: {}
create_training_pipeline_image_classification_sample:
schema_types:
training_task_inputs_dict: trainingjob.definition.AutoMlImageClassificationInputs
create_training_pipeline_image_object_detection_sample:
schema_types:
training_task_inputs_dict: trainingjob.definition.AutoMlImageObjectDetectionInputs
create_training_pipeline_sample: {}
create_training_pipeline_tabular_classification_sample: {}
create_training_pipeline_tabular_forecasting_sample: {}
create_training_pipeline_tabular_regression_sample: {}
create_training_pipeline_text_classification_sample:
schema_types:
training_task_inputs_dict: trainingjob.definition.AutoMlTextClassificationInputs
create_training_pipeline_text_entity_extraction_sample:
schema_types:
training_task_inputs_dict: trainingjob.definition.AutoMlTextExtractionInputs
create_training_pipeline_text_sentiment_analysis_sample:
schema_types:
training_task_inputs_dict: trainingjob.definition.AutoMlTextSentimentInputs
create_training_pipeline_video_action_recognition_sample:
schema_types:
training_task_inputs_dict: trainingjob.definition.AutoMlVideoActionRecognitionInputs
create_training_pipeline_video_classification_sample:
schema_types:
training_task_inputs_dict: trainingjob.definition.AutoMlVideoClassificationInputs
create_training_pipeline_video_object_tracking_sample:
schema_types:
training_task_inputs_dict: trainingjob.definition.AutoMlVideoObjectTrackingInputs
delete_batch_prediction_job_sample: {}
delete_custom_job_sample: {}
delete_data_labeling_job_sample: {}
delete_dataset_sample: {}
delete_endpoint_sample: {}
delete_hyperparameter_tuning_job_sample: {}
delete_model_sample: {}
delete_specialist_pool_sample: {}
delete_training_pipeline_sample: {}
deploy_model_custom_trained_model_sample:
max_depth: 0
resource_name: endpoint
timeout: 7200
skip:
- explanation_spec
deploy_model_sample:
max_depth: 0
resource_name: endpoint
timeout: 7200
skip:
- explanation_spec
explain_custom_image_sample:
api_endpoint: us-central1-prediction-aiplatform.googleapis.com
max_depth: 1
resource_name: endpoint
explain_custom_tabular_sample:
api_endpoint: us-central1-prediction-aiplatform.googleapis.com
max_depth: 1
resource_name: endpoint
comments:
approximation_error: This is the approximation error.
attributions: Feature attributions.
explain_sample:
api_endpoint: us-central1-prediction-aiplatform.googleapis.com
max_depth: 1
resource_name: endpoint
comments:
approximation_error: This is the approximation error.
attributions: Feature attributions.
explain_tabular_sample:
api_endpoint: us-central1-prediction-aiplatform.googleapis.com
max_depth: 2
resource_name: endpoint
comments:
approximation_error: This is the approximation error.
attributions: Feature attributions.
export_data_sample:
resource_name: dataset
export_evaluated_data_items_sample:
resource_name: model_evaluation
export_model_sample:
lro_metadata:
- output_info
export_model_tabular_classification_sample:
lro_metadata:
- output_info
export_model_video_action_recognition_sample:
lro_metadata:
- output_info
export_model_video_classification_sample:
lro_metadata:
- output_info
export_model_video_object_tracking_sample:
lro_metadata:
- output_info
get_annotation_spec_sample: {}
get_batch_prediction_job_sample:
skip:
- dedicated_resources
- manual_batch_tuning_parameters
get_custom_job_sample: {}
get_data_labeling_job_sample: {}
get_dataset_sample: {}
get_endpoint_sample: {}
get_hyperparameter_tuning_job_sample: {}
get_model_evaluation_image_classification_sample: {}
get_model_evaluation_image_object_detection_sample: {}
get_model_evaluation_sample:
skip:
- model_explanation
get_model_evaluation_slice_sample: {}
get_model_evaluation_tabular_classification_sample: {}
get_model_evaluation_tabular_forecasting_sample: {}
get_model_evaluation_tabular_regression_sample: {}
get_model_evaluation_text_classification_sample:
skip:
- create_time
- slice_dimensions
get_model_evaluation_text_entity_extraction_sample:
skip:
- create_time
get_model_evaluation_text_sentiment_analysis_sample:
skip:
- create_time
get_model_evaluation_video_action_recognition_sample:
skip:
- model_explanation
get_model_evaluation_video_classification_sample:
skip:
- model_explanation
get_model_evaluation_video_object_tracking_sample:
skip:
- model_explanation
get_model_sample:
skip:
- explanation_spec
get_specialist_pool_sample: {}
get_training_pipeline_sample: {}
import_data_image_classification_sample:
resource_name: dataset
import_data_image_classification_single_label_sample:
timeout: 1800
resource_name: dataset
import_data_image_object_detection_sample:
timeout: 1800
resource_name: dataset
import_data_sample:
timeout: 1800
resource_name: dataset
import_data_text_classification_single_label_sample:
timeout: 1800
resource_name: dataset
import_data_text_entity_extraction_sample:
resource_name: dataset
timeout: 1800
import_data_text_sentiment_analysis_sample:
resource_name: dataset
timeout: 1800
import_data_video_action_recognition_sample:
resource_name: dataset
timeout: 1800
import_data_video_classification_sample:
timeout: 1800
resource_name: dataset
import_data_video_object_tracking_sample:
timeout: 1800
resource_name: dataset
list_annotations_sample: {}
list_batch_prediction_jobs_sample: {}
list_custom_jobs_sample: {}
list_data_items_sample: {}
list_data_labeling_jobs_sample: {}
list_datasets_sample: {}
list_endpoints_sample: {}
list_hyperparameter_tuning_jobs_sample: {}
list_model_evaluation_slices_sample: {}
list_model_evaluations_sample: {}
list_model_evaluations_tabular_forecasting_sample: {}
list_models_sample: {}
list_specialist_pools_sample: {}
list_training_pipelines_sample: {}
predict_custom_trained_model_sample:
api_endpoint: us-central1-prediction-aiplatform.googleapis.com
max_depth: 1
resource_name: endpoint
comments:
predictions: The predictions are a google.protobuf.Value representation of the
model's predictions.
predict_image_classification_sample:
api_endpoint: us-central1-prediction-aiplatform.googleapis.com
max_depth: 1
resource_name: endpoint
schema_types:
instance_dict: predict.instance.ImageClassificationPredictionInstance
parameters_dict: predict.params.ImageClassificationPredictionParams
comments:
predictions: See gs://google-cloud-aiplatform/schema/predict/prediction/classification.yaml
for the format of the predictions.
predict_image_file_sample:
api_endpoint: us-central1-prediction-aiplatform.googleapis.com
max_depth: 1
resource_name: endpoint
predict_image_object_detection_sample:
api_endpoint: us-central1-prediction-aiplatform.googleapis.com
max_depth: 1
resource_name: endpoint
schema_types:
instance_dict: predict.instance.ImageObjectDetectionPredictionInstance
parameters_dict: predict.params.ImageObjectDetectionPredictionParams
comments:
predictions: See gs://google-cloud-aiplatform/schema/predict/prediction/image_object_detection.yaml
for the format of the predictions.
predict_sample:
api_endpoint: us-central1-prediction-aiplatform.googleapis.com
max_depth: 1
resource_name: endpoint
region_tags:
- aiplatform_predict_sample
- aiplatform_predict_tutorial
predict_tabular_classification_sample:
api_endpoint: us-central1-prediction-aiplatform.googleapis.com
max_depth: 1
resource_name: endpoint
comments:
predictions: See gs://google-cloud-aiplatform/schema/predict/prediction/tables_classification.yaml
for the format of the predictions.
predict_tabular_forecasting_sample: {}
predict_tabular_regression_sample:
api_endpoint: us-central1-prediction-aiplatform.googleapis.com
max_depth: 1
resource_name: endpoint
comments:
predictions: See gs://google-cloud-aiplatform/schema/predict/prediction/tables_regression.yaml
for the format of the predictions.
predict_text_classification_single_label_sample:
api_endpoint: us-central1-prediction-aiplatform.googleapis.com
max_depth: 1
resource_name: endpoint
schema_types:
instance_dict: predict.instance.TextClassificationPredictionInstance
comments:
predictions: See gs://google-cloud-aiplatform/schema/predict/prediction/text_classification.yaml
for the format of the predictions.
predict_text_entity_extraction_sample:
api_endpoint: us-central1-prediction-aiplatform.googleapis.com
max_depth: 1
resource_name: endpoint
schema_types:
instance_dict: predict.instance.TextExtractionPredictionInstance
comments:
predictions: See gs://google-cloud-aiplatform/schema/predict/prediction/text_extraction.yaml
for the format of the predictions.
predict_text_sentiment_analysis_sample:
api_endpoint: us-central1-prediction-aiplatform.googleapis.com
max_depth: 1
resource_name: endpoint
schema_types:
instance_dict: predict.instance.TextSentimentPredictionInstance
comments:
predictions: See gs://google-cloud-aiplatform/schema/predict/prediction/text_sentiment.yaml
for the format of the predictions.
search_migratable_resources_sample: {}
undeploy_model_sample:
resource_name: endpoint
update_dataset_sample: {}
update_endpoint_sample: {}
update_model_sample: {}
update_specialist_pool_sample: {}
upload_model_custom_container_sample:
timeout: 1800
upload_model_explain_image_managed_container_sample: {}
upload_model_explain_tabular_managed_container_sample: {}
upload_model_managed_container_sample:
timeout: 1800
upload_model_sample:
timeout: 1800