CreateSolutionRequest (AWS Java SDK :: Services

java.lang.Object
- software.amazon.awssdk.core.SdkRequest
- - software.amazon.awssdk.awscore.AwsRequest
  - - software.amazon.awssdk.services.personalize.model.PersonalizeRequest
    - - software.amazon.awssdk.services.personalize.model.CreateSolutionRequest

All Implemented Interfaces:: SdkPojo, ToCopyableBuilder<CreateSolutionRequest.Builder,CreateSolutionRequest>

@Generated(value="software.amazon.awssdk:codegen")
public final class CreateSolutionRequest
extends PersonalizeRequest
implements ToCopyableBuilder<CreateSolutionRequest.Builder,CreateSolutionRequest>

Nested Class Summary

Nested Classes
Modifier and Type Class and Description

static interface CreateSolutionRequest.Builder

Nested Classes
Modifier and Type	Class and Description
`static interface`	`CreateSolutionRequest.Builder`

Method Summary

All Methods Static Methods Instance Methods Concrete Methods
Modifier and Type	Method and Description
`static CreateSolutionRequest.Builder`	`builder()`
`String`	`datasetGroupArn()` The Amazon Resource Name (ARN) of the dataset group that provides the training data.
`boolean`	`equals(Object obj)`
`boolean`	`equalsBySdkFields(Object obj)`
`String`	`eventType()` When your have multiple event types (using an `EVENT_TYPE` schema field), this parameter specifies which event type (for example, 'click' or 'like') is used for training the model.
`<T> Optional<T>`	`getValueForField(String fieldName, Class<T> clazz)`
`int`	`hashCode()`
`boolean`	`hasTags()` For responses, this returns true if the service returned a value for the Tags property.
`String`	`name()` The name for the solution.
`Boolean`	`performAutoML()` Whether to perform automated machine learning (AutoML).
`Boolean`	`performHPO()` Whether to perform hyperparameter optimization (HPO) on the specified or selected recipe.
`String`	`recipeArn()` The ARN of the recipe to use for model training.
`List<SdkField<?>>`	`sdkFields()`
`static Class<? extends CreateSolutionRequest.Builder>`	`serializableBuilderClass()`
`SolutionConfig`	`solutionConfig()` The configuration to use with the solution.
`List<Tag>`	`tags()` A list of tags to apply to the solution.
`CreateSolutionRequest.Builder`	`toBuilder()`
`String`	`toString()` Returns a string representation of this object.

Methods inherited from class software.amazon.awssdk.awscore.AwsRequest
overrideConfiguration

Methods inherited from class java.lang.Object
clone, finalize, getClass, notify, notifyAll, wait, wait, wait

Methods inherited from interface software.amazon.awssdk.utils.builder.ToCopyableBuilder
copy

- Method Detail
  - name
```
public final String name()
```
    The name for the solution.
    
    Returns:
    
    The name for the solution.
  - performHPO
```
public final Boolean performHPO()
```
    Whether to perform hyperparameter optimization (HPO) on the specified or selected recipe. The default is false.
    
    When performing AutoML, this parameter is always true and you should not set it to false.
    
    Returns:
    
    Whether to perform hyperparameter optimization (HPO) on the specified or selected recipe. The default is false.
    
    When performing AutoML, this parameter is always true and you should not set it to false.
  - performAutoML
```
public final Boolean performAutoML()
```
    Whether to perform automated machine learning (AutoML). The default is false. For this case, you must specify recipeArn.
    
    When set to true, Amazon Personalize analyzes your training data and selects the optimal USER_PERSONALIZATION recipe and hyperparameters. In this case, you must omit recipeArn. Amazon Personalize determines the optimal recipe by running tests with different values for the hyperparameters. AutoML lengthens the training process as compared to selecting a specific recipe.
    
    Returns:
    
    Whether to perform automated machine learning (AutoML). The default is false. For this case, you must specify recipeArn.
    
    When set to true, Amazon Personalize analyzes your training data and selects the optimal USER_PERSONALIZATION recipe and hyperparameters. In this case, you must omit recipeArn. Amazon Personalize determines the optimal recipe by running tests with different values for the hyperparameters. AutoML lengthens the training process as compared to selecting a specific recipe.
  - recipeArn
```
public final String recipeArn()
```
    The ARN of the recipe to use for model training. Only specified when performAutoML is false.
    
    Returns:
    
    The ARN of the recipe to use for model training. Only specified when performAutoML is false.
  - datasetGroupArn
```
public final String datasetGroupArn()
```
    The Amazon Resource Name (ARN) of the dataset group that provides the training data.
    
    Returns:
    
    The Amazon Resource Name (ARN) of the dataset group that provides the training data.
  - eventType
```
public final String eventType()
```
    When your have multiple event types (using an EVENT_TYPE schema field), this parameter specifies which event type (for example, 'click' or 'like') is used for training the model.
    
    If you do not provide an eventType, Amazon Personalize will use all interactions for training with equal weight regardless of type.
    
    Returns:
    
    When your have multiple event types (using an EVENT_TYPE schema field), this parameter specifies which event type (for example, 'click' or 'like') is used for training the model.
    
    If you do not provide an eventType, Amazon Personalize will use all interactions for training with equal weight regardless of type.
  - solutionConfig
```
public final SolutionConfig solutionConfig()
```
    The configuration to use with the solution. When performAutoML is set to true, Amazon Personalize only evaluates the autoMLConfig section of the solution configuration.
    
    Amazon Personalize doesn't support configuring the hpoObjective at this time.
    
    Returns:
    
    The configuration to use with the solution. When performAutoML is set to true, Amazon Personalize only evaluates the autoMLConfig section of the solution configuration.
    
    Amazon Personalize doesn't support configuring the hpoObjective at this time.
  - hasTags
```
public final boolean hasTags()
```
    For responses, this returns true if the service returned a value for the Tags property. This DOES NOT check that the value is non-empty (for which, you should check the isEmpty() method on the property). This is useful because the SDK will never return a null collection or map, but you may need to differentiate between the service returning nothing (or null) and the service returning an empty collection or map. For requests, this returns true if a value for the property was specified in the request builder, and false if a value was not specified.
  - tags
```
public final List<Tag> tags()
```
    A list of tags to apply to the solution.
    
    Attempts to modify the collection returned by this method will result in an UnsupportedOperationException.
    
    This method will never return null. If you would like to know whether the service returned this field (so that you can differentiate between null and empty), you can use the hasTags() method.
    
    Returns:
    
    A list of tags to apply to the solution.
  - toBuilder
```
public CreateSolutionRequest.Builder toBuilder()
```
    Specified by:
    
    toBuilder in interface ToCopyableBuilder<CreateSolutionRequest.Builder,CreateSolutionRequest>
    
    Specified by:
    
    toBuilder in class PersonalizeRequest
  - builder
```
public static CreateSolutionRequest.Builder builder()
```
  - serializableBuilderClass
```
public static Class<? extends CreateSolutionRequest.Builder> serializableBuilderClass()
```
  - hashCode
```
public final int hashCode()
```
    Overrides:
    
    hashCode in class AwsRequest
  - equals
```
public final boolean equals(Object obj)
```
    Overrides:
    
    equals in class AwsRequest
  - equalsBySdkFields
```
public final boolean equalsBySdkFields(Object obj)
```
    Specified by:
    
    equalsBySdkFields in interface SdkPojo
  - toString
```
public final String toString()
```
    Returns a string representation of this object. This is useful for testing and debugging. Sensitive data will be redacted from this string using a placeholder value.
    
    Overrides:
    
    toString in class Object
  - getValueForField
```
public final <T> Optional<T> getValueForField(String fieldName,
                                              Class<T> clazz)
```
    Overrides:
    
    getValueForField in class SdkRequest
  - sdkFields
```
public final List<SdkField<?>> sdkFields()
```
    Specified by:
    
    sdkFields in interface SdkPojo

Class CreateSolutionRequest

Nested Class Summary

Method Summary

Methods inherited from class software.amazon.awssdk.awscore.AwsRequest

Methods inherited from class java.lang.Object

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

Method Detail

name

performHPO

performAutoML

recipeArn

datasetGroupArn

eventType

solutionConfig

hasTags

tags

toBuilder

builder

serializableBuilderClass

hashCode

equals

equalsBySdkFields

toString

getValueForField

sdkFields