software.amazon.awssdk.services.machinelearning.model

Interface CreateDataSourceFromS3Request.Builder

All Superinterfaces:

AwsRequest.Builder, CopyableBuilder<CreateDataSourceFromS3Request.Builder,CreateDataSourceFromS3Request>, MachineLearningRequest.Builder, SdkBuilder<CreateDataSourceFromS3Request.Builder,CreateDataSourceFromS3Request>, SdkRequest.Builder

Enclosing class:

CreateDataSourceFromS3Request

public static interface CreateDataSourceFromS3Request.Builder
extends MachineLearningRequest.Builder, CopyableBuilder<CreateDataSourceFromS3Request.Builder,CreateDataSourceFromS3Request>

Method Summary

Modifier and Type	Method and Description
CreateDataSourceFromS3Request.Builder	computeStatistics(Boolean computeStatistics) The compute statistics for a DataSource.
CreateDataSourceFromS3Request.Builder	dataSourceId(String dataSourceId) A user-supplied identifier that uniquely identifies the DataSource.
CreateDataSourceFromS3Request.Builder	dataSourceName(String dataSourceName) A user-supplied name or description of the DataSource.
default CreateDataSourceFromS3Request.Builder	dataSpec(Consumer<S3DataSpec.Builder> dataSpec) The data specification of a DataSource:
CreateDataSourceFromS3Request.Builder	dataSpec(S3DataSpec dataSpec) The data specification of a DataSource:
CreateDataSourceFromS3Request.Builder	overrideConfiguration(AwsRequestOverrideConfiguration overrideConfiguration) Add an optional request override configuration.
CreateDataSourceFromS3Request.Builder	overrideConfiguration(Consumer<AwsRequestOverrideConfiguration.Builder> builderConsumer) Add an optional request override configuration.

Methods inherited from interface software.amazon.awssdk.services.machinelearning.model.MachineLearningRequest.Builder

build

Methods inherited from interface software.amazon.awssdk.awscore.AwsRequest.Builder

overrideConfiguration

Methods inherited from interface software.amazon.awssdk.utils.builder.CopyableBuilder

copy

Methods inherited from interface software.amazon.awssdk.utils.builder.SdkBuilder

applyMutation, build

Method Detail

dataSourceId

CreateDataSourceFromS3Request.Builder dataSourceId(String dataSourceId)

A user-supplied identifier that uniquely identifies the DataSource.

Parameters:

dataSourceId - A user-supplied identifier that uniquely identifies the DataSource.

Returns:

Returns a reference to this object so that method calls can be chained together.

dataSourceName

CreateDataSourceFromS3Request.Builder dataSourceName(String dataSourceName)

A user-supplied name or description of the DataSource.

Parameters:

dataSourceName - A user-supplied name or description of the DataSource.

Returns:

Returns a reference to this object so that method calls can be chained together.

dataSpec

CreateDataSourceFromS3Request.Builder dataSpec(S3DataSpec dataSpec)

The data specification of a DataSource:

• DataLocationS3 - The Amazon S3 location of the observation data.

• DataSchemaLocationS3 - The Amazon S3 location of the DataSchema.

• DataSchema - A JSON string representing the schema. This is not required if DataSchemaUri is specified.

• DataRearrangement - A JSON string that represents the splitting and rearrangement requirements for the Datasource.

  Sample - "{\"splitting\":{\"percentBegin\":10,\"percentEnd\":60}}"

Parameters:

dataSpec - The data specification of a DataSource:

• DataLocationS3 - The Amazon S3 location of the observation data.

• DataSchemaLocationS3 - The Amazon S3 location of the DataSchema.

• DataSchema - A JSON string representing the schema. This is not required if DataSchemaUri is specified.

• DataRearrangement - A JSON string that represents the splitting and rearrangement requirements for the Datasource.

  Sample - "{\"splitting\":{\"percentBegin\":10,\"percentEnd\":60}}"

Returns:

Returns a reference to this object so that method calls can be chained together.

dataSpec

default CreateDataSourceFromS3Request.Builder dataSpec(Consumer<S3DataSpec.Builder> dataSpec)

The data specification of a DataSource:

• DataLocationS3 - The Amazon S3 location of the observation data.

• DataSchemaLocationS3 - The Amazon S3 location of the DataSchema.

• DataSchema - A JSON string representing the schema. This is not required if DataSchemaUri is specified.

• DataRearrangement - A JSON string that represents the splitting and rearrangement requirements for the Datasource.

  Sample - "{\"splitting\":{\"percentBegin\":10,\"percentEnd\":60}}"

This is a convenience that creates an instance of the S3DataSpec.Builder avoiding the need to create one manually via S3DataSpec.builder(). When the Consumer completes, SdkBuilder.build() is called immediately and its result is passed to dataSpec(S3DataSpec).

Parameters:

dataSpec - a consumer that will call methods on S3DataSpec.Builder

Returns:

Returns a reference to this object so that method calls can be chained together.

See Also:

dataSpec(S3DataSpec)

computeStatistics

CreateDataSourceFromS3Request.Builder computeStatistics(Boolean computeStatistics)

The compute statistics for a DataSource. The statistics are generated from the observation data referenced by a DataSource. Amazon ML uses the statistics internally during MLModel training. This parameter must be set to true if the DataSource needs to be used for MLModel training.

Parameters:

computeStatistics - The compute statistics for a DataSource. The statistics are generated from the observation data referenced by a DataSource. Amazon ML uses the statistics internally during MLModel training. This parameter must be set to true if the DataSource needs to be used for MLModel training.

Returns:

Returns a reference to this object so that method calls can be chained together.

overrideConfiguration

CreateDataSourceFromS3Request.Builder overrideConfiguration(AwsRequestOverrideConfiguration overrideConfiguration)

Description copied from interface: AwsRequest.Builder

Add an optional request override configuration.

Specified by:

overrideConfiguration in interface AwsRequest.Builder

Parameters:

overrideConfiguration - The override configuration.

Returns:

This object for method chaining.

overrideConfiguration

CreateDataSourceFromS3Request.Builder overrideConfiguration(Consumer<AwsRequestOverrideConfiguration.Builder> builderConsumer)

Description copied from interface: AwsRequest.Builder

Add an optional request override configuration.

Specified by:

overrideConfiguration in interface AwsRequest.Builder

Parameters:

builderConsumer - A Consumer to which an empty AwsRequestOverrideConfiguration.Builder will be given.

Returns:

This object for method chaining.