sagemaker

Example usage

@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_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_labeling_job

  • [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_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_labeling_jobs

  • [ ] list_labeling_jobs_for_workteam

  • [ ] list_model_bias_job_definitions

  • [ ] list_model_explainability_job_definitions

  • [ ] 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

  • [ ] 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_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