/AWS1/CL_SGMDATASETDEFINITION

Configuration for Dataset Definition inputs. The Dataset Definition input must specify exactly one of either AthenaDatasetDefinition or RedshiftDatasetDefinition types.

CONSTRUCTOR

IMPORTING

Optional arguments:

io_athenadatasetdefinition TYPE REF TO /AWS1/CL_SGMATHENADATASETDEFN /AWS1/CL_SGMATHENADATASETDEFN

AthenaDatasetDefinition

io_redshiftdatasetdefinition TYPE REF TO /AWS1/CL_SGMREDDATASETDEFN /AWS1/CL_SGMREDDATASETDEFN

RedshiftDatasetDefinition

iv_localpath TYPE /AWS1/SGMPROCESSINGLOCALPATH /AWS1/SGMPROCESSINGLOCALPATH

The local path where you want Amazon SageMaker to download the Dataset Definition inputs to run a processing job. LocalPath is an absolute path to the input data. This is a required parameter when AppManaged is False (default).

iv_datadistributiontype TYPE /AWS1/SGMDATADISTRIBUTIONTYPE /AWS1/SGMDATADISTRIBUTIONTYPE

Whether the generated dataset is FullyReplicated or ShardedByS3Key (default).

iv_inputmode TYPE /AWS1/SGMINPUTMODE /AWS1/SGMINPUTMODE

Whether to use File or Pipe input mode. In File (default) mode, Amazon SageMaker copies the data from the input source onto the local Amazon Elastic Block Store (Amazon EBS) volumes before starting your training algorithm. This is the most commonly used input mode. In Pipe mode, Amazon SageMaker streams input data from the source directly to your algorithm without using the EBS volume.

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Queryable Attributes

AthenaDatasetDefinition

AthenaDatasetDefinition

Accessible with the following methods

Method	Description
GET_ATHENADATASETDEFINITION()	Getter for ATHENADATASETDEFINITION

RedshiftDatasetDefinition

RedshiftDatasetDefinition

Accessible with the following methods

Method	Description
GET_REDSHIFTDATASETDEFN()	Getter for REDSHIFTDATASETDEFINITION

LocalPath

The local path where you want Amazon SageMaker to download the Dataset Definition inputs to run a processing job. LocalPath is an absolute path to the input data. This is a required parameter when AppManaged is False (default).

Accessible with the following methods

Method	Description
GET_LOCALPATH()	Getter for LOCALPATH, with configurable default
ASK_LOCALPATH()	Getter for LOCALPATH w/ exceptions if field has no value
HAS_LOCALPATH()	Determine if LOCALPATH has a value

DataDistributionType

Whether the generated dataset is FullyReplicated or ShardedByS3Key (default).

Accessible with the following methods

Method	Description
GET_DATADISTRIBUTIONTYPE()	Getter for DATADISTRIBUTIONTYPE, with configurable default
ASK_DATADISTRIBUTIONTYPE()	Getter for DATADISTRIBUTIONTYPE w/ exceptions if field has n
HAS_DATADISTRIBUTIONTYPE()	Determine if DATADISTRIBUTIONTYPE has a value

InputMode

Whether to use File or Pipe input mode. In File (default) mode, Amazon SageMaker copies the data from the input source onto the local Amazon Elastic Block Store (Amazon EBS) volumes before starting your training algorithm. This is the most commonly used input mode. In Pipe mode, Amazon SageMaker streams input data from the source directly to your algorithm without using the EBS volume.

Accessible with the following methods

Method	Description
GET_INPUTMODE()	Getter for INPUTMODE, with configurable default
ASK_INPUTMODE()	Getter for INPUTMODE w/ exceptions if field has no value
HAS_INPUTMODE()	Determine if INPUTMODE has a value