Class CreateSolutionRequest
- All Implemented Interfaces:
SdkPojo
,ToCopyableBuilder<CreateSolutionRequest.Builder,
CreateSolutionRequest>
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Nested Class Summary
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Method Summary
Modifier and TypeMethodDescriptionbuilder()
final String
The Amazon Resource Name (ARN) of the dataset group that provides the training data.final boolean
final boolean
equalsBySdkFields
(Object obj) Indicates whether some other object is "equal to" this one by SDK fields.final String
When your have multiple event types (using anEVENT_TYPE
schema field), this parameter specifies which event type (for example, 'click' or 'like') is used for training the model.final <T> Optional
<T> getValueForField
(String fieldName, Class<T> clazz) Used to retrieve the value of a field from any class that extendsSdkRequest
.final int
hashCode()
final boolean
hasTags()
For responses, this returns true if the service returned a value for the Tags property.final String
name()
The name for the solution.final Boolean
final Boolean
Whether to perform hyperparameter optimization (HPO) on the specified or selected recipe.final String
The Amazon Resource Name (ARN) of the recipe to use for model training.static Class
<? extends CreateSolutionRequest.Builder> final SolutionConfig
The configuration to use with the solution.tags()
A list of tags to apply to the solution.Take this object and create a builder that contains all of the current property values of this object.final String
toString()
Returns a string representation of this object.Methods inherited from class software.amazon.awssdk.awscore.AwsRequest
overrideConfiguration
Methods inherited from interface software.amazon.awssdk.utils.builder.ToCopyableBuilder
copy
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Method Details
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name
The name for the solution.
- Returns:
- The name for the solution.
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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 tofalse
.- 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 tofalse
.
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performAutoML
We don't recommend enabling automated machine learning. Instead, match your use case to the available Amazon Personalize recipes. For more information, see Choosing a recipe.
Whether to perform automated machine learning (AutoML). The default is
false
. For this case, you must specifyrecipeArn
.When set to
true
, Amazon Personalize analyzes your training data and selects the optimal USER_PERSONALIZATION recipe and hyperparameters. In this case, you must omitrecipeArn
. 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:
We don't recommend enabling automated machine learning. Instead, match your use case to the available Amazon Personalize recipes. For more information, see Choosing a recipe.
Whether to perform automated machine learning (AutoML). The default is
false
. For this case, you must specifyrecipeArn
.When set to
true
, Amazon Personalize analyzes your training data and selects the optimal USER_PERSONALIZATION recipe and hyperparameters. In this case, you must omitrecipeArn
. 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.
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recipeArn
The Amazon Resource Name (ARN) of the recipe to use for model training. This is required when
performAutoML
is false. For information about different Amazon Personalize recipes and their ARNs, see Choosing a recipe.- Returns:
- The Amazon Resource Name (ARN) of the recipe to use for model training. This is required when
performAutoML
is false. For information about different Amazon Personalize recipes and their ARNs, see Choosing a recipe.
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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.
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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.
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solutionConfig
The configuration to use with the solution. When
performAutoML
is set to true, Amazon Personalize only evaluates theautoMLConfig
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 theautoMLConfig
section of the solution configuration.Amazon Personalize doesn't support configuring the
hpoObjective
at this time.
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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 theisEmpty()
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
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.
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toBuilder
Description copied from interface:ToCopyableBuilder
Take this object and create a builder that contains all of the current property values of this object.- Specified by:
toBuilder
in interfaceToCopyableBuilder<CreateSolutionRequest.Builder,
CreateSolutionRequest> - Specified by:
toBuilder
in classPersonalizeRequest
- Returns:
- a builder for type T
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builder
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serializableBuilderClass
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hashCode
public final int hashCode()- Overrides:
hashCode
in classAwsRequest
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equals
- Overrides:
equals
in classAwsRequest
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equalsBySdkFields
Description copied from interface:SdkPojo
Indicates whether some other object is "equal to" this one by SDK fields. An SDK field is a modeled, non-inherited field in anSdkPojo
class, and is generated based on a service model.If an
SdkPojo
class does not have any inherited fields,equalsBySdkFields
andequals
are essentially the same.- Specified by:
equalsBySdkFields
in interfaceSdkPojo
- Parameters:
obj
- the object to be compared with- Returns:
- true if the other object equals to this object by sdk fields, false otherwise.
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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. -
getValueForField
Description copied from class:SdkRequest
Used to retrieve the value of a field from any class that extendsSdkRequest
. The field name specified should match the member name from the corresponding service-2.json model specified in the codegen-resources folder for a given service. The class specifies what class to cast the returned value to. If the returned value is also a modeled class, theSdkRequest.getValueForField(String, Class)
method will again be available.- Overrides:
getValueForField
in classSdkRequest
- Parameters:
fieldName
- The name of the member to be retrieved.clazz
- The class to cast the returned object to.- Returns:
- Optional containing the casted return value
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sdkFields
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