LocalSession: A SageMaker "Session" class for Local Mode.

In DyfanJones/sagemaker-r-local: Sagemaker core classes, methods and functions

A SageMaker “Session“ class for Local Mode.

Description

A SageMaker “Session“ class for Local Mode.

A SageMaker “Session“ class for Local Mode.

Super class

sagemaker.core::Session -> LocalSession

Methods

Public methods

• LocalSession$new()

• LocalSession$logs_for_job()

• LocalSession$clone()

Inherited methods

• sagemaker.core::Session$account_id()
• sagemaker.core::Session$auto_ml()
• sagemaker.core::Session$compile_model()
• sagemaker.core::Session$create_endpoint()
• sagemaker.core::Session$create_endpoint_config()
• sagemaker.core::Session$create_endpoint_config_from_existing()
• sagemaker.core::Session$create_feature_group()
• sagemaker.core::Session$create_model()
• sagemaker.core::Session$create_model_from_job()
• sagemaker.core::Session$create_model_package_from_algorithm()
• sagemaker.core::Session$create_model_package_from_containers()
• sagemaker.core::Session$create_monitoring_schedule()
• sagemaker.core::Session$create_tuning_job()
• sagemaker.core::Session$default_bucket()
• sagemaker.core::Session$delete_endpoint()
• sagemaker.core::Session$delete_endpoint_config()
• sagemaker.core::Session$delete_feature_group()
• sagemaker.core::Session$delete_model()
• sagemaker.core::Session$delete_monitoring_schedule()
• sagemaker.core::Session$describe_auto_ml_job()
• sagemaker.core::Session$describe_feature_group()
• sagemaker.core::Session$describe_model()
• sagemaker.core::Session$describe_monitoring_schedule()
• sagemaker.core::Session$describe_processing_job()
• sagemaker.core::Session$describe_training_job()
• sagemaker.core::Session$describe_transform_job()
• sagemaker.core::Session$describe_tuning_job()
• sagemaker.core::Session$download_athena_query_result()
• sagemaker.core::Session$download_data()
• sagemaker.core::Session$endpoint_from_job()
• sagemaker.core::Session$endpoint_from_model_data()
• sagemaker.core::Session$endpoint_from_production_variants()
• sagemaker.core::Session$expand_role()
• sagemaker.core::Session$format()
• sagemaker.core::Session$get_caller_identity_arn()
• sagemaker.core::Session$get_query_execution()
• sagemaker.core::Session$help()
• sagemaker.core::Session$list_candidates()
• sagemaker.core::Session$list_monitoring_executions()
• sagemaker.core::Session$list_monitoring_schedules()
• sagemaker.core::Session$list_s3_files()
• sagemaker.core::Session$list_tags()
• sagemaker.core::Session$logs_for_auto_ml_job()
• sagemaker.core::Session$logs_for_processing_job()
• sagemaker.core::Session$logs_for_transform_job()
• sagemaker.core::Session$process()
• sagemaker.core::Session$read_s3_file()
• sagemaker.core::Session$start_monitoring_schedule()
• sagemaker.core::Session$start_query_execution()
• sagemaker.core::Session$stop_monitoring_schedule()
• sagemaker.core::Session$stop_processing_job()
• sagemaker.core::Session$stop_training_job()
• sagemaker.core::Session$stop_transform_job()
• sagemaker.core::Session$stop_tuning_job()
• sagemaker.core::Session$train()
• sagemaker.core::Session$transform()
• sagemaker.core::Session$tune()
• sagemaker.core::Session$update_endpoint()
• sagemaker.core::Session$update_monitoring_schedule()
• sagemaker.core::Session$update_training_job()
• sagemaker.core::Session$upload_data()
• sagemaker.core::Session$upload_string_as_file_body()
• sagemaker.core::Session$wait_for_athena_query()
• sagemaker.core::Session$wait_for_auto_ml_job()
• sagemaker.core::Session$wait_for_compilation_job()
• sagemaker.core::Session$wait_for_edge_packaging_job()
• sagemaker.core::Session$wait_for_endpoint()
• sagemaker.core::Session$wait_for_job()
• sagemaker.core::Session$wait_for_model_package()
• sagemaker.core::Session$wait_for_processing_job()
• sagemaker.core::Session$wait_for_transform_job()
• sagemaker.core::Session$wait_for_tuning_job()
• sagemaker.core::Session$was_processing_job_successful()

---

Method new()

This class provides alternative Local Mode implementations for the functionality of :class:'~sagemaker.session.Session'.

Usage

LocalSession$new(
  paws_session = NULL,
  s3_endpoint_url = NULL,
  disable_local_code = FALSE
)

Arguments

paws_session

(PawsSession): The underlying AWS credentails passed to paws SDK.

s3_endpoint_url

(str): Override the default endpoint URL for Amazon S3, if set (default: None).

disable_local_code

(bool): Set “True“ to override the default AWS configuration chain to disable the “local.local_code“ setting, which may not be supported for some SDK features (default: False).

---

Method logs_for_job()

A no-op method meant to override the sagemaker client.

Usage

LocalSession$logs_for_job(job_name, wait = FALSE, poll = 5, log_type = "All")

Arguments

job_name

(str):

wait

(boolean): (Default value = False)

poll

(int): (Default value = 5)

log_type

(str):

---

Method clone()

The objects of this class are cloneable with this method.

Usage

LocalSession$clone(deep = FALSE)

Arguments

deep

Whether to make a deep clone.

See Also

Other Session: PawsSession, Session

DyfanJones/sagemaker-r-local documentation built on June 14, 2022, 10:32 p.m.