API for SageMaker Training Session Runtime¶

ABAP Package	`/AWS1/API_SGI`
ABAP SDK "TLA"	`SGI`
ABAP Interface	`/AWS1/IF_SGI`

The "TLA" is a Three Letter Abbreviation that appears in ABAP class names, data dictionary objects and other ABAP objects throughout the AWS SDK for SAP ABAP. The TLA for SageMaker Training Session Runtime is SGI. This TLA helps squeeze ABAP objects into the 30-character length limit of the ABAP data dictionary.

Installation¶

To install the AWS SDK for SAP ABAP, import the Core transport, along with the transport for the SageMakerTrainingSessionRuntime module and other API modules you are interested in. A few modules are included in the Core transport itself. For more information, see the Developer Guide guide.

About The Service¶

Amazon SageMaker Training Session Runtime provides APIs for executing training operations and sampling operations against a running training session. Use these APIs to submit asynchronous training steps (such as forward-backward passes, optimizer steps, and checkpoint saves) and to generate text samples from the model being trained.

Using the SDK¶

In your code, create a client using the SDK module for SageMaker Training Session Runtime, which is created with factory method /AWS1/CL_SGI_FACTORY=>create(). In this example we will assume you have configured an SDK profile in transaction /AWS1/IMG called ZFINANCE.

DATA(go_session)   = /aws1/cl_rt_session_aws=>create( 'ZFINANCE' ).
DATA(go_sgi)       = /aws1/cl_sgi_factory=>create( go_session ).

Your variable go_sgi is an instance of /AWS1/IF_SGI, and all of the operations in the SageMaker Training Session Runtime service are accessed by calling methods in /AWS1/IF_SGI.

API Operations¶

For an overview of ABAP method calls corresponding to API operations in SageMaker Training Session Runtime, see the Operation List.

Factory Method¶

`/AWS1/CL_SGI_FACTORY=>create( )`¶

Creates an object of type /AWS1/IF_SGI.

IMPORTING¶

Optional arguments:¶

`iv_protocol` `TYPE /aws1/rt_protocol` `/AWS1/RT_PROTOCOL`¶

`io_session` `TYPE REF TO /aws1/cl_rt_session_base` `/AWS1/CL_RT_SESSION_BASE`¶

`iv_region` `TYPE /aws1/rt_region_id` `/AWS1/RT_REGION_ID`¶

`iv_custom_endpoint` `TYPE /aws1/rt_endpoint` `/AWS1/RT_ENDPOINT`¶

RETURNING¶

`oo_client` `TYPE REF TO /aws1/if_sgi` `/AWS1/IF_SGI`¶

/AWS1/IF_SGI represents the ABAP client for the SageMakerTrainingSessionRuntime service, representing each operation as a method call. For more information see the API Page page.

Configuring Programmatically¶

DATA(lo_config) = DATA(go_sgi)->get_config( ).

lo_config is a variable of type /AWS1/CL_SGI_CONFIG. See the documentation for /AWS1/CL_SGI_CONFIG for details on the settings that can be configured.