AWS SDK for C++  1.9.123
AWS SDK for C++
Public Member Functions | List of all members
Aws::SageMaker::Model::DatasetDefinition Class Reference

#include <DatasetDefinition.h>

Public Member Functions

 DatasetDefinition ()
 
 DatasetDefinition (Aws::Utils::Json::JsonView jsonValue)
 
DatasetDefinitionoperator= (Aws::Utils::Json::JsonView jsonValue)
 
Aws::Utils::Json::JsonValue Jsonize () const
 
const AthenaDatasetDefinitionGetAthenaDatasetDefinition () const
 
bool AthenaDatasetDefinitionHasBeenSet () const
 
void SetAthenaDatasetDefinition (const AthenaDatasetDefinition &value)
 
void SetAthenaDatasetDefinition (AthenaDatasetDefinition &&value)
 
DatasetDefinitionWithAthenaDatasetDefinition (const AthenaDatasetDefinition &value)
 
DatasetDefinitionWithAthenaDatasetDefinition (AthenaDatasetDefinition &&value)
 
const RedshiftDatasetDefinitionGetRedshiftDatasetDefinition () const
 
bool RedshiftDatasetDefinitionHasBeenSet () const
 
void SetRedshiftDatasetDefinition (const RedshiftDatasetDefinition &value)
 
void SetRedshiftDatasetDefinition (RedshiftDatasetDefinition &&value)
 
DatasetDefinitionWithRedshiftDatasetDefinition (const RedshiftDatasetDefinition &value)
 
DatasetDefinitionWithRedshiftDatasetDefinition (RedshiftDatasetDefinition &&value)
 
const Aws::StringGetLocalPath () const
 
bool LocalPathHasBeenSet () const
 
void SetLocalPath (const Aws::String &value)
 
void SetLocalPath (Aws::String &&value)
 
void SetLocalPath (const char *value)
 
DatasetDefinitionWithLocalPath (const Aws::String &value)
 
DatasetDefinitionWithLocalPath (Aws::String &&value)
 
DatasetDefinitionWithLocalPath (const char *value)
 
const DataDistributionTypeGetDataDistributionType () const
 
bool DataDistributionTypeHasBeenSet () const
 
void SetDataDistributionType (const DataDistributionType &value)
 
void SetDataDistributionType (DataDistributionType &&value)
 
DatasetDefinitionWithDataDistributionType (const DataDistributionType &value)
 
DatasetDefinitionWithDataDistributionType (DataDistributionType &&value)
 
const InputModeGetInputMode () const
 
bool InputModeHasBeenSet () const
 
void SetInputMode (const InputMode &value)
 
void SetInputMode (InputMode &&value)
 
DatasetDefinitionWithInputMode (const InputMode &value)
 
DatasetDefinitionWithInputMode (InputMode &&value)
 

Detailed Description

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

See Also:

AWS API Reference

Definition at line 37 of file DatasetDefinition.h.

Constructor & Destructor Documentation

◆ DatasetDefinition() [1/2]

Aws::SageMaker::Model::DatasetDefinition::DatasetDefinition ( )

◆ DatasetDefinition() [2/2]

Aws::SageMaker::Model::DatasetDefinition::DatasetDefinition ( Aws::Utils::Json::JsonView  jsonValue)

Member Function Documentation

◆ AthenaDatasetDefinitionHasBeenSet()

bool Aws::SageMaker::Model::DatasetDefinition::AthenaDatasetDefinitionHasBeenSet ( ) const
inline

Definition at line 50 of file DatasetDefinition.h.

◆ DataDistributionTypeHasBeenSet()

bool Aws::SageMaker::Model::DatasetDefinition::DataDistributionTypeHasBeenSet ( ) const
inline

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

Definition at line 159 of file DatasetDefinition.h.

◆ GetAthenaDatasetDefinition()

const AthenaDatasetDefinition& Aws::SageMaker::Model::DatasetDefinition::GetAthenaDatasetDefinition ( ) const
inline

Definition at line 47 of file DatasetDefinition.h.

◆ GetDataDistributionType()

const DataDistributionType& Aws::SageMaker::Model::DatasetDefinition::GetDataDistributionType ( ) const
inline

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

Definition at line 153 of file DatasetDefinition.h.

◆ GetInputMode()

const InputMode& Aws::SageMaker::Model::DatasetDefinition::GetInputMode ( ) const
inline

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.

Definition at line 194 of file DatasetDefinition.h.

◆ GetLocalPath()

const Aws::String& Aws::SageMaker::Model::DatasetDefinition::GetLocalPath ( ) const
inline

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).

Definition at line 90 of file DatasetDefinition.h.

◆ GetRedshiftDatasetDefinition()

const RedshiftDatasetDefinition& Aws::SageMaker::Model::DatasetDefinition::GetRedshiftDatasetDefinition ( ) const
inline

Definition at line 66 of file DatasetDefinition.h.

◆ InputModeHasBeenSet()

bool Aws::SageMaker::Model::DatasetDefinition::InputModeHasBeenSet ( ) const
inline

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.

Definition at line 204 of file DatasetDefinition.h.

◆ Jsonize()

Aws::Utils::Json::JsonValue Aws::SageMaker::Model::DatasetDefinition::Jsonize ( ) const

◆ LocalPathHasBeenSet()

bool Aws::SageMaker::Model::DatasetDefinition::LocalPathHasBeenSet ( ) const
inline

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).

Definition at line 98 of file DatasetDefinition.h.

◆ operator=()

DatasetDefinition& Aws::SageMaker::Model::DatasetDefinition::operator= ( Aws::Utils::Json::JsonView  jsonValue)

◆ RedshiftDatasetDefinitionHasBeenSet()

bool Aws::SageMaker::Model::DatasetDefinition::RedshiftDatasetDefinitionHasBeenSet ( ) const
inline

Definition at line 69 of file DatasetDefinition.h.

◆ SetAthenaDatasetDefinition() [1/2]

void Aws::SageMaker::Model::DatasetDefinition::SetAthenaDatasetDefinition ( AthenaDatasetDefinition &&  value)
inline

Definition at line 56 of file DatasetDefinition.h.

◆ SetAthenaDatasetDefinition() [2/2]

void Aws::SageMaker::Model::DatasetDefinition::SetAthenaDatasetDefinition ( const AthenaDatasetDefinition value)
inline

Definition at line 53 of file DatasetDefinition.h.

◆ SetDataDistributionType() [1/2]

void Aws::SageMaker::Model::DatasetDefinition::SetDataDistributionType ( const DataDistributionType value)
inline

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

Definition at line 165 of file DatasetDefinition.h.

◆ SetDataDistributionType() [2/2]

void Aws::SageMaker::Model::DatasetDefinition::SetDataDistributionType ( DataDistributionType &&  value)
inline

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

Definition at line 171 of file DatasetDefinition.h.

◆ SetInputMode() [1/2]

void Aws::SageMaker::Model::DatasetDefinition::SetInputMode ( const InputMode value)
inline

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.

Definition at line 214 of file DatasetDefinition.h.

◆ SetInputMode() [2/2]

void Aws::SageMaker::Model::DatasetDefinition::SetInputMode ( InputMode &&  value)
inline

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.

Definition at line 224 of file DatasetDefinition.h.

◆ SetLocalPath() [1/3]

void Aws::SageMaker::Model::DatasetDefinition::SetLocalPath ( Aws::String &&  value)
inline

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).

Definition at line 114 of file DatasetDefinition.h.

◆ SetLocalPath() [2/3]

void Aws::SageMaker::Model::DatasetDefinition::SetLocalPath ( const Aws::String value)
inline

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).

Definition at line 106 of file DatasetDefinition.h.

◆ SetLocalPath() [3/3]

void Aws::SageMaker::Model::DatasetDefinition::SetLocalPath ( const char *  value)
inline

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).

Definition at line 122 of file DatasetDefinition.h.

◆ SetRedshiftDatasetDefinition() [1/2]

void Aws::SageMaker::Model::DatasetDefinition::SetRedshiftDatasetDefinition ( const RedshiftDatasetDefinition value)
inline

Definition at line 72 of file DatasetDefinition.h.

◆ SetRedshiftDatasetDefinition() [2/2]

void Aws::SageMaker::Model::DatasetDefinition::SetRedshiftDatasetDefinition ( RedshiftDatasetDefinition &&  value)
inline

Definition at line 75 of file DatasetDefinition.h.

◆ WithAthenaDatasetDefinition() [1/2]

DatasetDefinition& Aws::SageMaker::Model::DatasetDefinition::WithAthenaDatasetDefinition ( AthenaDatasetDefinition &&  value)
inline

Definition at line 62 of file DatasetDefinition.h.

◆ WithAthenaDatasetDefinition() [2/2]

DatasetDefinition& Aws::SageMaker::Model::DatasetDefinition::WithAthenaDatasetDefinition ( const AthenaDatasetDefinition value)
inline

Definition at line 59 of file DatasetDefinition.h.

◆ WithDataDistributionType() [1/2]

DatasetDefinition& Aws::SageMaker::Model::DatasetDefinition::WithDataDistributionType ( const DataDistributionType value)
inline

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

Definition at line 177 of file DatasetDefinition.h.

◆ WithDataDistributionType() [2/2]

DatasetDefinition& Aws::SageMaker::Model::DatasetDefinition::WithDataDistributionType ( DataDistributionType &&  value)
inline

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

Definition at line 183 of file DatasetDefinition.h.

◆ WithInputMode() [1/2]

DatasetDefinition& Aws::SageMaker::Model::DatasetDefinition::WithInputMode ( const InputMode value)
inline

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.

Definition at line 234 of file DatasetDefinition.h.

◆ WithInputMode() [2/2]

DatasetDefinition& Aws::SageMaker::Model::DatasetDefinition::WithInputMode ( InputMode &&  value)
inline

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.

Definition at line 244 of file DatasetDefinition.h.

◆ WithLocalPath() [1/3]

DatasetDefinition& Aws::SageMaker::Model::DatasetDefinition::WithLocalPath ( Aws::String &&  value)
inline

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).

Definition at line 138 of file DatasetDefinition.h.

◆ WithLocalPath() [2/3]

DatasetDefinition& Aws::SageMaker::Model::DatasetDefinition::WithLocalPath ( const Aws::String value)
inline

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).

Definition at line 130 of file DatasetDefinition.h.

◆ WithLocalPath() [3/3]

DatasetDefinition& Aws::SageMaker::Model::DatasetDefinition::WithLocalPath ( const char *  value)
inline

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).

Definition at line 146 of file DatasetDefinition.h.

◆ WithRedshiftDatasetDefinition() [1/2]

DatasetDefinition& Aws::SageMaker::Model::DatasetDefinition::WithRedshiftDatasetDefinition ( const RedshiftDatasetDefinition value)
inline

Definition at line 78 of file DatasetDefinition.h.

◆ WithRedshiftDatasetDefinition() [2/2]

DatasetDefinition& Aws::SageMaker::Model::DatasetDefinition::WithRedshiftDatasetDefinition ( RedshiftDatasetDefinition &&  value)
inline

Definition at line 81 of file DatasetDefinition.h.


The documentation for this class was generated from the following file: