sagemaker.rst

sagemaker

Example usage

python

@mock_sagemaker def test_sagemaker_behaviour: boto3.client("sagemaker") ...

Implemented features for this service

• [ ] add_association
• [ ] add_tags
• [X] associate_trial_component
• [ ] batch_describe_model_package
• [ ] create_action
• [ ] create_algorithm
• [ ] create_app
• [ ] create_app_image_config
• [ ] create_artifact
• [ ] create_auto_ml_job
• [ ] create_code_repository
• [ ] create_compilation_job
• [ ] create_context
• [ ] create_data_quality_job_definition
• [ ] create_device_fleet
• [ ] create_domain
• [ ] create_edge_packaging_job
• [X] create_endpoint
• [X] create_endpoint_config
• [X] create_experiment
• [ ] create_feature_group
• [ ] create_flow_definition
• [ ] create_human_task_ui
• [ ] create_hyper_parameter_tuning_job
• [ ] create_image
• [ ] create_image_version
• [ ] create_inference_recommendations_job
• [ ] create_labeling_job
• [X] create_model
• [ ] create_model_bias_job_definition
• [ ] create_model_explainability_job_definition
• [ ] create_model_package
• [ ] create_model_package_group
• [ ] create_model_quality_job_definition
• [ ] create_monitoring_schedule
• [X] create_notebook_instance
• [X] create_notebook_instance_lifecycle_config
• [ ] create_pipeline
• [ ] create_presigned_domain_url
• [ ] create_presigned_notebook_instance_url
• [X] create_processing_job
• [ ] create_project
• [ ] create_studio_lifecycle_config
• [X] create_training_job
• [ ] create_transform_job
• [X] create_trial
• [X] 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_code_repository
• [ ] delete_context
• [ ] delete_data_quality_job_definition
• [ ] delete_device_fleet
• [ ] delete_domain
• [X] delete_endpoint
• [X] delete_endpoint_config
• [X] delete_experiment
• [ ] delete_feature_group
• [ ] delete_flow_definition
• [ ] delete_human_task_ui
• [ ] delete_image
• [ ] delete_image_version
• [X] delete_model
• [ ] delete_model_bias_job_definition
• [ ] 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
• [X] delete_notebook_instance
• [X] delete_notebook_instance_lifecycle_config
• [ ] delete_pipeline
• [ ] delete_project
• [ ] delete_studio_lifecycle_config
• [ ] delete_tags
• [X] delete_trial
• [X] 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_code_repository
• [ ] describe_compilation_job
• [ ] describe_context
• [ ] describe_data_quality_job_definition
• [ ] describe_device
• [ ] describe_device_fleet
• [ ] describe_domain
• [ ] describe_edge_packaging_job
• [X] describe_endpoint
• [X] describe_endpoint_config
• [X] describe_experiment
• [ ] describe_feature_group
• [ ] describe_flow_definition
• [ ] describe_human_task_ui
• [ ] describe_hyper_parameter_tuning_job
• [ ] describe_image
• [ ] describe_image_version
• [ ] describe_inference_recommendations_job
• [ ] describe_labeling_job
• [ ] describe_lineage_group
• [X] describe_model
• [ ] describe_model_bias_job_definition
• [ ] describe_model_explainability_job_definition
• [ ] describe_model_package
• [ ] describe_model_package_group
• [ ] describe_model_quality_job_definition
• [ ] describe_monitoring_schedule
• [ ] describe_notebook_instance
• [X] describe_notebook_instance_lifecycle_config
• [ ] describe_pipeline
• [ ] describe_pipeline_definition_for_execution
• [ ] describe_pipeline_execution
• [X] describe_processing_job
• [ ] describe_project
• [ ] describe_studio_lifecycle_config
• [ ] describe_subscribed_workteam
• [X] describe_training_job
• [ ] describe_transform_job
• [X] describe_trial
• [X] describe_trial_component
• [ ] describe_user_profile
• [ ] describe_workforce
• [ ] describe_workteam
• [ ] disable_sagemaker_servicecatalog_portfolio
• [X] disassociate_trial_component
• [ ] enable_sagemaker_servicecatalog_portfolio
• [ ] get_device_fleet_report
• [ ] get_lineage_group_policy
• [ ] get_model_package_group_policy
• [ ] get_sagemaker_servicecatalog_portfolio_status
• [ ] get_search_suggestions
• [ ] list_actions
• [ ] list_algorithms
• [ ] list_app_image_configs
• [ ] list_apps
• [ ] list_artifacts
• [ ] list_associations
• [ ] list_auto_ml_jobs
• [ ] list_candidates_for_auto_ml_job
• [ ] list_code_repositories
• [ ] list_compilation_jobs
• [ ] list_contexts
• [ ] list_data_quality_job_definitions
• [ ] list_device_fleets
• [ ] list_devices
• [ ] list_domains
• [ ] list_edge_packaging_jobs
• [ ] list_endpoint_configs
• [ ] list_endpoints
• [X] list_experiments
• [ ] list_feature_groups
• [ ] list_flow_definitions
• [ ] list_human_task_uis
• [ ] list_hyper_parameter_tuning_jobs
• [ ] list_image_versions
• [ ] list_images
• [ ] list_inference_recommendations_jobs
• [ ] list_labeling_jobs
• [ ] list_labeling_jobs_for_workteam
• [ ] list_lineage_groups
• [ ] list_model_bias_job_definitions
• [ ] list_model_explainability_job_definitions
• [ ] list_model_metadata
• [ ] list_model_package_groups
• [ ] list_model_packages
• [ ] list_model_quality_job_definitions
• [X] list_models
• [ ] 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
• [X] list_processing_jobs
• [ ] list_projects
• [ ] list_studio_lifecycle_configs
• [ ] list_subscribed_workteams
• [ ] list_tags
• [X] list_training_jobs
• [ ] list_training_jobs_for_hyper_parameter_tuning_job
• [ ] list_transform_jobs
• [X] list_trial_components
• [X] list_trials
• [ ] list_user_profiles
• [ ] list_workforces
• [ ] list_workteams
• [ ] put_model_package_group_policy
• [ ] query_lineage
• [ ] register_devices
• [ ] render_ui_template
• [ ] retry_pipeline_execution
• [X] search
• [ ] send_pipeline_execution_step_failure
• [ ] send_pipeline_execution_step_success
• [ ] start_monitoring_schedule
• [X] start_notebook_instance
• [ ] start_pipeline_execution
• [ ] stop_auto_ml_job
• [ ] stop_compilation_job
• [ ] stop_edge_packaging_job
• [ ] stop_hyper_parameter_tuning_job
• [ ] stop_inference_recommendations_job
• [ ] stop_labeling_job
• [ ] stop_monitoring_schedule
• [X] stop_notebook_instance
• [ ] stop_pipeline_execution
• [ ] stop_processing_job
• [ ] stop_training_job
• [ ] stop_transform_job
• [ ] update_action
• [ ] update_app_image_config
• [ ] update_artifact
• [ ] update_code_repository
• [ ] update_context
• [ ] update_device_fleet
• [ ] update_devices
• [ ] update_domain
• [ ] update_endpoint
• [ ] update_endpoint_weights_and_capacities
• [ ] update_experiment
• [ ] update_image
• [ ] update_model_package
• [ ] update_monitoring_schedule
• [ ] update_notebook_instance
• [ ] update_notebook_instance_lifecycle_config
• [ ] update_pipeline
• [ ] update_pipeline_execution
• [ ] update_project
• [ ] update_training_job
• [ ] update_trial
• [ ] update_trial_component
• [ ] update_user_profile
• [ ] update_workforce
• [ ] update_workteam