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/AWS1/IF_SGM=>CREATEMLFLOWTRACKINGSERVER()

About CreateMlflowTrackingServer

Creates an MLflow Tracking Server using a general purpose Amazon S3 bucket as the artifact store. For more information, see Create an MLflow Tracking Server.

Method Signature

METHODS /AWS1/IF_SGM~CREATEMLFLOWTRACKINGSERVER
  IMPORTING
    !IV_TRACKINGSERVERNAME TYPE /AWS1/SGMTRACKINGSERVERNAME OPTIONAL
    !IV_ARTIFACTSTOREURI TYPE /AWS1/SGMS3URI OPTIONAL
    !IV_TRACKINGSERVERSIZE TYPE /AWS1/SGMTRACKINGSERVERSIZE OPTIONAL
    !IV_MLFLOWVERSION TYPE /AWS1/SGMMLFLOWVERSION OPTIONAL
    !IV_ROLEARN TYPE /AWS1/SGMROLEARN OPTIONAL
    !IV_AUTOMATICMODELREG TYPE /AWS1/SGMBOOLEAN OPTIONAL
    !IV_WEEKLYMAINTENANCEWINDOW00 TYPE /AWS1/SGMWEEKLYMAINTENANCEWI00 OPTIONAL
    !IT_TAGS TYPE /AWS1/CL_SGMTAG=>TT_TAGLIST OPTIONAL
  RETURNING
    VALUE(OO_OUTPUT) TYPE REF TO /aws1/cl_sgmcremlflowtrkserv01
  RAISING
    /AWS1/CX_SGMRESOURCELIMITEXCD
    /AWS1/CX_SGMCLIENTEXC
    /AWS1/CX_SGMSERVEREXC
    /AWS1/CX_RT_TECHNICAL_GENERIC
    /AWS1/CX_RT_SERVICE_GENERIC.

IMPORTING

Required arguments:

iv_trackingservername TYPE /AWS1/SGMTRACKINGSERVERNAME /AWS1/SGMTRACKINGSERVERNAME

A unique string identifying the tracking server name. This string is part of the tracking server ARN.

iv_artifactstoreuri TYPE /AWS1/SGMS3URI /AWS1/SGMS3URI

The S3 URI for a general purpose bucket to use as the MLflow Tracking Server artifact store.

iv_rolearn TYPE /AWS1/SGMROLEARN /AWS1/SGMROLEARN

The Amazon Resource Name (ARN) for an IAM role in your account that the MLflow Tracking Server uses to access the artifact store in Amazon S3. The role should have AmazonS3FullAccess permissions. For more information on IAM permissions for tracking server creation, see Set up IAM permissions for MLflow.

Optional arguments:

iv_trackingserversize TYPE /AWS1/SGMTRACKINGSERVERSIZE /AWS1/SGMTRACKINGSERVERSIZE

The size of the tracking server you want to create. You can choose between "Small", "Medium", and "Large". The default MLflow Tracking Server configuration size is "Small". You can choose a size depending on the projected use of the tracking server such as the volume of data logged, number of users, and frequency of use.

We recommend using a small tracking server for teams of up to 25 users, a medium tracking server for teams of up to 50 users, and a large tracking server for teams of up to 100 users.

iv_mlflowversion TYPE /AWS1/SGMMLFLOWVERSION /AWS1/SGMMLFLOWVERSION

The version of MLflow that the tracking server uses. To see which MLflow versions are available to use, see How it works.

iv_automaticmodelreg TYPE /AWS1/SGMBOOLEAN /AWS1/SGMBOOLEAN

Whether to enable or disable automatic registration of new MLflow models to the SageMaker Model Registry. To enable automatic model registration, set this value to True. To disable automatic model registration, set this value to False. If not specified, AutomaticModelRegistration defaults to False.

iv_weeklymaintenancewindow00 TYPE /AWS1/SGMWEEKLYMAINTENANCEWI00 /AWS1/SGMWEEKLYMAINTENANCEWI00

The day and time of the week in Coordinated Universal Time (UTC) 24-hour standard time that weekly maintenance updates are scheduled. For example: TUE:03:30.

it_tags TYPE /AWS1/CL_SGMTAG=>TT_TAGLIST TT_TAGLIST

Tags consisting of key-value pairs used to manage metadata for the tracking server.

RETURNING

oo_output TYPE REF TO /aws1/cl_sgmcremlflowtrkserv01 /AWS1/CL_SGMCREMLFLOWTRKSERV01

Domain /AWS1/RT_ACCOUNT_ID
Primitive Type NUMC

Examples

Syntax Example

This is an example of the syntax for calling the method. It includes every possible argument and initializes every possible value. The data provided is not necessarily semantically accurate (for example the value "string" may be provided for something that is intended to be an instance ID, or in some cases two arguments may be mutually exclusive). The syntax shows the ABAP syntax for creating the various data structures.

DATA(lo_result) = lo_client->createmlflowtrackingserver(
  it_tags = VALUE /aws1/cl_sgmtag=>tt_taglist(
    (
      new /aws1/cl_sgmtag(
        iv_key = |string|
        iv_value = |string|
      )
    )
  )
  iv_artifactstoreuri = |string|
  iv_automaticmodelreg = ABAP_TRUE
  iv_mlflowversion = |string|
  iv_rolearn = |string|
  iv_trackingservername = |string|
  iv_trackingserversize = |string|
  iv_weeklymaintenancewindow00 = |string|
).

This is an example of reading all possible response values

lo_result = lo_result.
IF lo_result IS NOT INITIAL.
  lv_trackingserverarn = lo_result->get_trackingserverarn( ).
ENDIF.