Package software.amazon.awscdk.services.sagemaker

Class CfnEndpointConfig.ClarifyShapBaselineConfigProperty.Builder

java.lang.Object

software.amazon.awscdk.services.sagemaker.CfnEndpointConfig.ClarifyShapBaselineConfigProperty.Builder

All Implemented Interfaces:

software.amazon.jsii.Builder<CfnEndpointConfig.ClarifyShapBaselineConfigProperty>

Enclosing interface:

CfnEndpointConfig.ClarifyShapBaselineConfigProperty

@Stability(Stable)
public static final class CfnEndpointConfig.ClarifyShapBaselineConfigProperty.Builder
extends Object
implements software.amazon.jsii.Builder<CfnEndpointConfig.ClarifyShapBaselineConfigProperty>

A builder for CfnEndpointConfig.ClarifyShapBaselineConfigProperty

Constructor Summary

Constructors

Constructor	Description
Builder()

Method Summary

Modifier and Type	Method	Description
CfnEndpointConfig.ClarifyShapBaselineConfigProperty	build()	Builds the configured instance.
CfnEndpointConfig.ClarifyShapBaselineConfigProperty.Builder	mimeType(String mimeType)	Sets the value of CfnEndpointConfig.ClarifyShapBaselineConfigProperty.getMimeType()
CfnEndpointConfig.ClarifyShapBaselineConfigProperty.Builder	shapBaseline(String shapBaseline)	Sets the value of CfnEndpointConfig.ClarifyShapBaselineConfigProperty.getShapBaseline()
CfnEndpointConfig.ClarifyShapBaselineConfigProperty.Builder	shapBaselineUri(String shapBaselineUri)	Sets the value of CfnEndpointConfig.ClarifyShapBaselineConfigProperty.getShapBaselineUri()

Methods inherited from class java.lang.Object

clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Constructor Details

Builder

public Builder()

Method Details

mimeType

@Stability(Stable)
public CfnEndpointConfig.ClarifyShapBaselineConfigProperty.Builder mimeType(String mimeType)

Sets the value of CfnEndpointConfig.ClarifyShapBaselineConfigProperty.getMimeType()

Parameters:

mimeType - The MIME type of the baseline data. Choose from 'text/csv' or 'application/jsonlines' . Defaults to 'text/csv' .

Returns:

this

shapBaseline

@Stability(Stable)
public CfnEndpointConfig.ClarifyShapBaselineConfigProperty.Builder shapBaseline(String shapBaseline)

Sets the value of CfnEndpointConfig.ClarifyShapBaselineConfigProperty.getShapBaseline()

Parameters:

shapBaseline - The inline SHAP baseline data in string format. ShapBaseline can have one or multiple records to be used as the baseline dataset. The format of the SHAP baseline file should be the same format as the training dataset. For example, if the training dataset is in CSV format and each record contains four features, and all features are numerical, then the format of the baseline data should also share these characteristics. For natural language processing (NLP) of text columns, the baseline value should be the value used to replace the unit of text specified by the Granularity of the TextConfig parameter. The size limit for ShapBasline is 4 KB. Use the ShapBaselineUri parameter if you want to provide more than 4 KB of baseline data.

Returns:

this

shapBaselineUri

@Stability(Stable)
public CfnEndpointConfig.ClarifyShapBaselineConfigProperty.Builder shapBaselineUri(String shapBaselineUri)

Sets the value of CfnEndpointConfig.ClarifyShapBaselineConfigProperty.getShapBaselineUri()

Parameters:

shapBaselineUri - The uniform resource identifier (URI) of the S3 bucket where the SHAP baseline file is stored. The format of the SHAP baseline file should be the same format as the format of the training dataset. For example, if the training dataset is in CSV format, and each record in the training dataset has four features, and all features are numerical, then the baseline file should also have this same format. Each record should contain only the features. If you are using a virtual private cloud (VPC), the ShapBaselineUri should be accessible to the VPC. For more information about setting up endpoints with Amazon Virtual Private Cloud, see Give SageMaker access to Resources in your Amazon Virtual Private Cloud .

Returns:

this

build

@Stability(Stable)
public CfnEndpointConfig.ClarifyShapBaselineConfigProperty build()

Builds the configured instance.

Specified by:

build in interface software.amazon.jsii.Builder<CfnEndpointConfig.ClarifyShapBaselineConfigProperty>

Returns:

a new instance of CfnEndpointConfig.ClarifyShapBaselineConfigProperty

Throws:

NullPointerException - if any required attribute was not provided