pulumi-aws-native-kotlin/com.pulumi.awsnative.personalize.kotlin.inputs

Package-level declarations

Types

data class DatasetImportJobArgs(val dataSource: Output<DatasetImportJobDataSourcePropertiesArgs>? = null, val datasetArn: Output<String>? = null, val datasetImportJobArn: Output<String>? = null, val jobName: Output<String>? = null, val roleArn: Output<String>? = null) : ConvertibleToJava<DatasetImportJobArgs>

Initial DatasetImportJob for the created dataset

DatasetImportJobArgsBuilder

class DatasetImportJobArgsBuilder

Builder for DatasetImportJobArgs.

DatasetImportJobDataSourcePropertiesArgs

data class DatasetImportJobDataSourcePropertiesArgs(val dataLocation: Output<String>? = null) : ConvertibleToJava<DatasetImportJobDataSourcePropertiesArgs>

The Amazon S3 bucket that contains the training data to import.

DatasetImportJobDataSourcePropertiesArgsBuilder

class DatasetImportJobDataSourcePropertiesArgsBuilder

Builder for DatasetImportJobDataSourcePropertiesArgs.

GetDatasetGroupPlainArgs

data class GetDatasetGroupPlainArgs(val datasetGroupArn: String) : ConvertibleToJava<GetDatasetGroupPlainArgs>

GetDatasetGroupPlainArgsBuilder

class GetDatasetGroupPlainArgsBuilder

Builder for GetDatasetGroupPlainArgs.

GetDatasetPlainArgs

data class GetDatasetPlainArgs(val datasetArn: String) : ConvertibleToJava<GetDatasetPlainArgs>

GetDatasetPlainArgsBuilder

class GetDatasetPlainArgsBuilder

Builder for GetDatasetPlainArgs.

GetSchemaPlainArgs

data class GetSchemaPlainArgs(val schemaArn: String) : ConvertibleToJava<GetSchemaPlainArgs>

GetSchemaPlainArgsBuilder

class GetSchemaPlainArgsBuilder

Builder for GetSchemaPlainArgs.

GetSolutionPlainArgs

data class GetSolutionPlainArgs(val solutionArn: String) : ConvertibleToJava<GetSolutionPlainArgs>

GetSolutionPlainArgsBuilder

class GetSolutionPlainArgsBuilder

Builder for GetSolutionPlainArgs.

SolutionCategoricalHyperParameterRangeArgs

data class SolutionCategoricalHyperParameterRangeArgs(val name: Output<String>? = null, val values: Output<List<String>>? = null) : ConvertibleToJava<SolutionCategoricalHyperParameterRangeArgs>

Provides the name and values of a Categorical hyperparameter.

SolutionCategoricalHyperParameterRangeArgsBuilder

class SolutionCategoricalHyperParameterRangeArgsBuilder

Builder for SolutionCategoricalHyperParameterRangeArgs.

SolutionConfigArgs

data class SolutionConfigArgs(val algorithmHyperParameters: Output<Map<String, String>>? = null, val autoMlConfig: Output<SolutionConfigAutoMlConfigPropertiesArgs>? = null, val eventValueThreshold: Output<String>? = null, val featureTransformationParameters: Output<Map<String, String>>? = null, val hpoConfig: Output<SolutionConfigHpoConfigPropertiesArgs>? = null) : ConvertibleToJava<SolutionConfigArgs>

The configuration to use with the solution. When performAutoML is set to true, Amazon Personalize only evaluates the autoMLConfig section of the solution configuration.

SolutionConfigArgsBuilder

class SolutionConfigArgsBuilder

Builder for SolutionConfigArgs.

SolutionConfigAutoMlConfigPropertiesArgs

data class SolutionConfigAutoMlConfigPropertiesArgs(val metricName: Output<String>? = null, val recipeList: Output<List<String>>? = null) : ConvertibleToJava<SolutionConfigAutoMlConfigPropertiesArgs>

The AutoMLConfig object containing a list of recipes to search when AutoML is performed.

SolutionConfigAutoMlConfigPropertiesArgsBuilder

class SolutionConfigAutoMlConfigPropertiesArgsBuilder

Builder for SolutionConfigAutoMlConfigPropertiesArgs.

SolutionConfigHpoConfigPropertiesAlgorithmHyperParameterRangesPropertiesArgs

data class SolutionConfigHpoConfigPropertiesAlgorithmHyperParameterRangesPropertiesArgs(val categoricalHyperParameterRanges: Output<List<SolutionCategoricalHyperParameterRangeArgs>>? = null, val continuousHyperParameterRanges: Output<List<SolutionContinuousHyperParameterRangeArgs>>? = null, val integerHyperParameterRanges: Output<List<SolutionIntegerHyperParameterRangeArgs>>? = null) : ConvertibleToJava<SolutionConfigHpoConfigPropertiesAlgorithmHyperParameterRangesPropertiesArgs>

The hyperparameters and their allowable ranges

SolutionConfigHpoConfigPropertiesAlgorithmHyperParameterRangesPropertiesArgsBuilder

class SolutionConfigHpoConfigPropertiesAlgorithmHyperParameterRangesPropertiesArgsBuilder

Builder for SolutionConfigHpoConfigPropertiesAlgorithmHyperParameterRangesPropertiesArgs.

SolutionConfigHpoConfigPropertiesArgs

data class SolutionConfigHpoConfigPropertiesArgs(val algorithmHyperParameterRanges: Output<SolutionConfigHpoConfigPropertiesAlgorithmHyperParameterRangesPropertiesArgs>? = null, val hpoObjective: Output<SolutionConfigHpoConfigPropertiesHpoObjectivePropertiesArgs>? = null, val hpoResourceConfig: Output<SolutionConfigHpoConfigPropertiesHpoResourceConfigPropertiesArgs>? = null) : ConvertibleToJava<SolutionConfigHpoConfigPropertiesArgs>

Describes the properties for hyperparameter optimization (HPO)

SolutionConfigHpoConfigPropertiesArgsBuilder

class SolutionConfigHpoConfigPropertiesArgsBuilder

Builder for SolutionConfigHpoConfigPropertiesArgs.

SolutionConfigHpoConfigPropertiesHpoObjectivePropertiesArgs

data class SolutionConfigHpoConfigPropertiesHpoObjectivePropertiesArgs(val metricName: Output<String>? = null, val metricRegex: Output<String>? = null, val type: Output<SolutionConfigHpoConfigPropertiesHpoObjectivePropertiesType>? = null) : ConvertibleToJava<SolutionConfigHpoConfigPropertiesHpoObjectivePropertiesArgs>

The metric to optimize during HPO.

SolutionConfigHpoConfigPropertiesHpoObjectivePropertiesArgsBuilder

class SolutionConfigHpoConfigPropertiesHpoObjectivePropertiesArgsBuilder

Builder for SolutionConfigHpoConfigPropertiesHpoObjectivePropertiesArgs.

SolutionConfigHpoConfigPropertiesHpoResourceConfigPropertiesArgs

data class SolutionConfigHpoConfigPropertiesHpoResourceConfigPropertiesArgs(val maxNumberOfTrainingJobs: Output<String>? = null, val maxParallelTrainingJobs: Output<String>? = null) : ConvertibleToJava<SolutionConfigHpoConfigPropertiesHpoResourceConfigPropertiesArgs>

Describes the resource configuration for hyperparameter optimization (HPO).

SolutionConfigHpoConfigPropertiesHpoResourceConfigPropertiesArgsBuilder

class SolutionConfigHpoConfigPropertiesHpoResourceConfigPropertiesArgsBuilder

Builder for SolutionConfigHpoConfigPropertiesHpoResourceConfigPropertiesArgs.

SolutionContinuousHyperParameterRangeArgs

data class SolutionContinuousHyperParameterRangeArgs(val maxValue: Output<Double>? = null, val minValue: Output<Double>? = null, val name: Output<String>? = null) : ConvertibleToJava<SolutionContinuousHyperParameterRangeArgs>

Provides the name and range of a continuous hyperparameter.

SolutionContinuousHyperParameterRangeArgsBuilder

class SolutionContinuousHyperParameterRangeArgsBuilder

Builder for SolutionContinuousHyperParameterRangeArgs.

SolutionIntegerHyperParameterRangeArgs

data class SolutionIntegerHyperParameterRangeArgs(val maxValue: Output<Int>? = null, val minValue: Output<Int>? = null, val name: Output<String>? = null) : ConvertibleToJava<SolutionIntegerHyperParameterRangeArgs>

Provides the name and range of an integer-valued hyperparameter.

SolutionIntegerHyperParameterRangeArgsBuilder

class SolutionIntegerHyperParameterRangeArgsBuilder

Builder for SolutionIntegerHyperParameterRangeArgs.