SageMaker#
Client#
- class SageMaker.Client#
 A low-level client representing Amazon SageMaker Service
Provides APIs for creating and managing SageMaker resources.
Other Resources:
import boto3 client = boto3.client('sagemaker')
These are the available methods:
- add_association
 - add_tags
 - associate_trial_component
 - batch_describe_model_package
 - can_paginate
 - close
 - create_action
 - create_algorithm
 - create_app
 - create_app_image_config
 - create_artifact
 - create_auto_ml_job
 - create_auto_ml_job_v2
 - create_cluster
 - create_code_repository
 - create_compilation_job
 - create_context
 - create_data_quality_job_definition
 - create_device_fleet
 - create_domain
 - create_edge_deployment_plan
 - create_edge_deployment_stage
 - create_edge_packaging_job
 - create_endpoint
 - create_endpoint_config
 - create_experiment
 - create_feature_group
 - create_flow_definition
 - create_hub
 - create_hub_content_reference
 - create_human_task_ui
 - create_hyper_parameter_tuning_job
 - create_image
 - create_image_version
 - create_inference_component
 - create_inference_experiment
 - create_inference_recommendations_job
 - create_labeling_job
 - create_mlflow_tracking_server
 - create_model
 - create_model_bias_job_definition
 - create_model_card
 - create_model_card_export_job
 - create_model_explainability_job_definition
 - create_model_package
 - create_model_package_group
 - create_model_quality_job_definition
 - create_monitoring_schedule
 - create_notebook_instance
 - create_notebook_instance_lifecycle_config
 - create_pipeline
 - create_presigned_domain_url
 - create_presigned_mlflow_tracking_server_url
 - create_presigned_notebook_instance_url
 - create_processing_job
 - create_project
 - create_space
 - create_studio_lifecycle_config
 - create_training_job
 - create_transform_job
 - create_trial
 - create_trial_component
 - create_user_profile
 - create_workforce
 - create_workteam
 - delete_action
 - delete_algorithm
 - delete_app
 - delete_app_image_config
 - delete_artifact
 - delete_association
 - delete_cluster
 - delete_code_repository
 - delete_compilation_job
 - delete_context
 - delete_data_quality_job_definition
 - delete_device_fleet
 - delete_domain
 - delete_edge_deployment_plan
 - delete_edge_deployment_stage
 - delete_endpoint
 - delete_endpoint_config
 - delete_experiment
 - delete_feature_group
 - delete_flow_definition
 - delete_hub
 - delete_hub_content
 - delete_hub_content_reference
 - delete_human_task_ui
 - delete_hyper_parameter_tuning_job
 - delete_image
 - delete_image_version
 - delete_inference_component
 - delete_inference_experiment
 - delete_mlflow_tracking_server
 - delete_model
 - delete_model_bias_job_definition
 - delete_model_card
 - delete_model_explainability_job_definition
 - delete_model_package
 - delete_model_package_group
 - delete_model_package_group_policy
 - delete_model_quality_job_definition
 - delete_monitoring_schedule
 - delete_notebook_instance
 - delete_notebook_instance_lifecycle_config
 - delete_pipeline
 - delete_project
 - delete_space
 - delete_studio_lifecycle_config
 - delete_tags
 - delete_trial
 - delete_trial_component
 - delete_user_profile
 - delete_workforce
 - delete_workteam
 - deregister_devices
 - describe_action
 - describe_algorithm
 - describe_app
 - describe_app_image_config
 - describe_artifact
 - describe_auto_ml_job
 - describe_auto_ml_job_v2
 - describe_cluster
 - describe_cluster_node
 - describe_code_repository
 - describe_compilation_job
 - describe_context
 - describe_data_quality_job_definition
 - describe_device
 - describe_device_fleet
 - describe_domain
 - describe_edge_deployment_plan
 - describe_edge_packaging_job
 - describe_endpoint
 - describe_endpoint_config
 - describe_experiment
 - describe_feature_group
 - describe_feature_metadata
 - describe_flow_definition
 - describe_hub
 - describe_hub_content
 - describe_human_task_ui
 - describe_hyper_parameter_tuning_job
 - describe_image
 - describe_image_version
 - describe_inference_component
 - describe_inference_experiment
 - describe_inference_recommendations_job
 - describe_labeling_job
 - describe_lineage_group
 - describe_mlflow_tracking_server
 - describe_model
 - describe_model_bias_job_definition
 - describe_model_card
 - describe_model_card_export_job
 - describe_model_explainability_job_definition
 - describe_model_package
 - describe_model_package_group
 - describe_model_quality_job_definition
 - describe_monitoring_schedule
 - describe_notebook_instance
 - describe_notebook_instance_lifecycle_config
 - describe_pipeline
 - describe_pipeline_definition_for_execution
 - describe_pipeline_execution
 - describe_processing_job
 - describe_project
 - describe_space
 - describe_studio_lifecycle_config
 - describe_subscribed_workteam
 - describe_training_job
 - describe_transform_job
 - describe_trial
 - describe_trial_component
 - describe_user_profile
 - describe_workforce
 - describe_workteam
 - disable_sagemaker_servicecatalog_portfolio
 - disassociate_trial_component
 - enable_sagemaker_servicecatalog_portfolio
 - get_device_fleet_report
 - get_lineage_group_policy
 - get_model_package_group_policy
 - get_paginator
 - get_sagemaker_servicecatalog_portfolio_status
 - get_scaling_configuration_recommendation
 - get_search_suggestions
 - get_waiter
 - import_hub_content
 - list_actions
 - list_algorithms
 - list_aliases
 - list_app_image_configs
 - list_apps
 - list_artifacts
 - list_associations
 - list_auto_ml_jobs
 - list_candidates_for_auto_ml_job
 - list_cluster_nodes
 - list_clusters
 - list_code_repositories
 - list_compilation_jobs
 - list_contexts
 - list_data_quality_job_definitions
 - list_device_fleets
 - list_devices
 - list_domains
 - list_edge_deployment_plans
 - list_edge_packaging_jobs
 - list_endpoint_configs
 - list_endpoints
 - list_experiments
 - list_feature_groups
 - list_flow_definitions
 - list_hub_content_versions
 - list_hub_contents
 - list_hubs
 - list_human_task_uis
 - list_hyper_parameter_tuning_jobs
 - list_image_versions
 - list_images
 - list_inference_components
 - list_inference_experiments
 - list_inference_recommendations_job_steps
 - list_inference_recommendations_jobs
 - list_labeling_jobs
 - list_labeling_jobs_for_workteam
 - list_lineage_groups
 - list_mlflow_tracking_servers
 - list_model_bias_job_definitions
 - list_model_card_export_jobs
 - list_model_card_versions
 - list_model_cards
 - list_model_explainability_job_definitions
 - list_model_metadata
 - list_model_package_groups
 - list_model_packages
 - list_model_quality_job_definitions
 - list_models
 - list_monitoring_alert_history
 - list_monitoring_alerts
 - list_monitoring_executions
 - list_monitoring_schedules
 - list_notebook_instance_lifecycle_configs
 - list_notebook_instances
 - list_pipeline_execution_steps
 - list_pipeline_executions
 - list_pipeline_parameters_for_execution
 - list_pipelines
 - list_processing_jobs
 - list_projects
 - list_resource_catalogs
 - list_spaces
 - list_stage_devices
 - list_studio_lifecycle_configs
 - list_subscribed_workteams
 - list_tags
 - list_training_jobs
 - list_training_jobs_for_hyper_parameter_tuning_job
 - list_transform_jobs
 - list_trial_components
 - list_trials
 - list_user_profiles
 - list_workforces
 - list_workteams
 - put_model_package_group_policy
 - query_lineage
 - register_devices
 - render_ui_template
 - retry_pipeline_execution
 - search
 - send_pipeline_execution_step_failure
 - send_pipeline_execution_step_success
 - start_edge_deployment_stage
 - start_inference_experiment
 - start_mlflow_tracking_server
 - start_monitoring_schedule
 - start_notebook_instance
 - start_pipeline_execution
 - stop_auto_ml_job
 - stop_compilation_job
 - stop_edge_deployment_stage
 - stop_edge_packaging_job
 - stop_hyper_parameter_tuning_job
 - stop_inference_experiment
 - stop_inference_recommendations_job
 - stop_labeling_job
 - stop_mlflow_tracking_server
 - stop_monitoring_schedule
 - stop_notebook_instance
 - stop_pipeline_execution
 - stop_processing_job
 - stop_training_job
 - stop_transform_job
 - update_action
 - update_app_image_config
 - update_artifact
 - update_cluster
 - update_cluster_software
 - update_code_repository
 - update_context
 - update_device_fleet
 - update_devices
 - update_domain
 - update_endpoint
 - update_endpoint_weights_and_capacities
 - update_experiment
 - update_feature_group
 - update_feature_metadata
 - update_hub
 - update_image
 - update_image_version
 - update_inference_component
 - update_inference_component_runtime_config
 - update_inference_experiment
 - update_mlflow_tracking_server
 - update_model_card
 - update_model_package
 - update_monitoring_alert
 - update_monitoring_schedule
 - update_notebook_instance
 - update_notebook_instance_lifecycle_config
 - update_pipeline
 - update_pipeline_execution
 - update_project
 - update_space
 - update_training_job
 - update_trial
 - update_trial_component
 - update_user_profile
 - update_workforce
 - update_workteam
 
Paginators#
Paginators are available on a client instance via the get_paginator method. For more detailed instructions and examples on the usage of paginators, see the paginators user guide.
The available paginators are:
- ListActions
 - ListAlgorithms
 - ListAliases
 - ListAppImageConfigs
 - ListApps
 - ListArtifacts
 - ListAssociations
 - ListAutoMLJobs
 - ListCandidatesForAutoMLJob
 - ListClusterNodes
 - ListClusters
 - ListCodeRepositories
 - ListCompilationJobs
 - ListContexts
 - ListDataQualityJobDefinitions
 - ListDeviceFleets
 - ListDevices
 - ListDomains
 - ListEdgeDeploymentPlans
 - ListEdgePackagingJobs
 - ListEndpointConfigs
 - ListEndpoints
 - ListExperiments
 - ListFeatureGroups
 - ListFlowDefinitions
 - ListHumanTaskUis
 - ListHyperParameterTuningJobs
 - ListImageVersions
 - ListImages
 - ListInferenceComponents
 - ListInferenceExperiments
 - ListInferenceRecommendationsJobSteps
 - ListInferenceRecommendationsJobs
 - ListLabelingJobs
 - ListLabelingJobsForWorkteam
 - ListLineageGroups
 - ListMlflowTrackingServers
 - ListModelBiasJobDefinitions
 - ListModelCardExportJobs
 - ListModelCardVersions
 - ListModelCards
 - ListModelExplainabilityJobDefinitions
 - ListModelMetadata
 - ListModelPackageGroups
 - ListModelPackages
 - ListModelQualityJobDefinitions
 - ListModels
 - ListMonitoringAlertHistory
 - ListMonitoringAlerts
 - ListMonitoringExecutions
 - ListMonitoringSchedules
 - ListNotebookInstanceLifecycleConfigs
 - ListNotebookInstances
 - ListPipelineExecutionSteps
 - ListPipelineExecutions
 - ListPipelineParametersForExecution
 - ListPipelines
 - ListProcessingJobs
 - ListResourceCatalogs
 - ListSpaces
 - ListStageDevices
 - ListStudioLifecycleConfigs
 - ListSubscribedWorkteams
 - ListTags
 - ListTrainingJobs
 - ListTrainingJobsForHyperParameterTuningJob
 - ListTransformJobs
 - ListTrialComponents
 - ListTrials
 - ListUserProfiles
 - ListWorkforces
 - ListWorkteams
 - Search
 
Waiters#
Waiters are available on a client instance via the get_waiter method. For more detailed instructions and examples on the usage or waiters, see the waiters user guide.
The available waiters are: