personalize

package
v0.104.0 Latest Latest
Warning

This package is not in the latest version of its module.

 Go to latest Published: Apr 30, 2024 License: Apache-2.0 Imports: 7 Imported by: 0

Documentation

Index

Constants

View Source 
const (
	DatasetGroupDomainEcommerce     = DatasetGroupDomain("ECOMMERCE")
	DatasetGroupDomainVideoOnDemand = DatasetGroupDomain("VIDEO_ON_DEMAND")
)
View Source 
const (
	DatasetTypeInteractions = DatasetType("Interactions")
	DatasetTypeItems        = DatasetType("Items")
	DatasetTypeUsers        = DatasetType("Users")
)
View Source 
const (
	SchemaDomainEcommerce     = SchemaDomain("ECOMMERCE")
	SchemaDomainVideoOnDemand = SchemaDomain("VIDEO_ON_DEMAND")
)
View Source 
const (
	SolutionConfigHpoConfigPropertiesHpoObjectivePropertiesTypeMaximize = SolutionConfigHpoConfigPropertiesHpoObjectivePropertiesType("Maximize")
	SolutionConfigHpoConfigPropertiesHpoObjectivePropertiesTypeMinimize = SolutionConfigHpoConfigPropertiesHpoObjectivePropertiesType("Minimize")
)

Variables

This section is empty.

Functions

This section is empty.

Types

type Dataset 

type Dataset struct {
	pulumi.CustomResourceState

	// The ARN of the dataset
	DatasetArn pulumi.StringOutput `pulumi:"datasetArn"`
	// The Amazon Resource Name (ARN) of the dataset group to add the dataset to
	DatasetGroupArn  pulumi.StringOutput       `pulumi:"datasetGroupArn"`
	DatasetImportJob DatasetImportJobPtrOutput `pulumi:"datasetImportJob"`
	// The type of dataset
	DatasetType DatasetTypeOutput `pulumi:"datasetType"`
	// The name for the dataset
	Name pulumi.StringOutput `pulumi:"name"`
	// The ARN of the schema to associate with the dataset. The schema defines the dataset fields.
	SchemaArn pulumi.StringOutput `pulumi:"schemaArn"`
}

Resource schema for AWS::Personalize::Dataset.

## Example Usage ### Example

```go package main

import ( 

"github.com/pulumi/pulumi-aws-native/sdk/go/aws/personalize"
"github.com/pulumi/pulumi/sdk/v3/go/pulumi"

) 

func main() {
	pulumi.Run(func(ctx *pulumi.Context) error {
		_, err := personalize.NewDataset(ctx, "myDataset", &personalize.DatasetArgs{
			Name:            pulumi.String("my-dataset-name"),
			DatasetType:     personalize.DatasetTypeInteractions,
			DatasetGroupArn: pulumi.String("arn:aws:personalize:us-west-2:123456789012:dataset-group/dataset-group-name"),
			SchemaArn:       pulumi.String("arn:aws:personalize:us-west-2:123456789012:schema/schema-name"),
			DatasetImportJob: &personalize.DatasetImportJobArgs{
				JobName: pulumi.String("my-import-job-name"),
				DataSource: &personalize.DatasetImportJobDataSourcePropertiesArgs{
					DataLocation: pulumi.String("s3://bucket-name/file-name.csv"),
				},
				RoleArn: pulumi.String("arn:aws:iam::123456789012:role/personalize-role"),
			},
		})
		if err != nil {
			return err
		}
		return nil
	})
}

``` ### Example

```go package main

import ( 

"github.com/pulumi/pulumi-aws-native/sdk/go/aws/personalize"
"github.com/pulumi/pulumi/sdk/v3/go/pulumi"

) 

func main() {
	pulumi.Run(func(ctx *pulumi.Context) error {
		_, err := personalize.NewDataset(ctx, "myDataset", &personalize.DatasetArgs{
			Name:            pulumi.String("my-dataset-name"),
			DatasetType:     personalize.DatasetTypeInteractions,
			DatasetGroupArn: pulumi.String("arn:aws:personalize:us-west-2:123456789012:dataset-group/dataset-group-name"),
			SchemaArn:       pulumi.String("arn:aws:personalize:us-west-2:123456789012:schema/schema-name"),
			DatasetImportJob: &personalize.DatasetImportJobArgs{
				JobName: pulumi.String("my-import-job-name"),
				DataSource: &personalize.DatasetImportJobDataSourcePropertiesArgs{
					DataLocation: pulumi.String("s3://bucket-name/file-name.csv"),
				},
				RoleArn: pulumi.String("arn:aws:iam::123456789012:role/personalize-role"),
			},
		})
		if err != nil {
			return err
		}
		return nil
	})
}

```

func GetDataset 

func GetDataset(ctx *pulumi.Context,
	name string, id pulumi.IDInput, state *DatasetState, opts ...pulumi.ResourceOption) (*Dataset, error)

GetDataset gets an existing Dataset resource's state with the given name, ID, and optional state properties that are used to uniquely qualify the lookup (nil if not required).

func NewDataset 

func NewDataset(ctx *pulumi.Context,
	name string, args *DatasetArgs, opts ...pulumi.ResourceOption) (*Dataset, error)

NewDataset registers a new resource with the given unique name, arguments, and options.

func (*Dataset) ElementType 

func (*Dataset) ElementType() reflect.Type

func (*Dataset) ToDatasetOutput 

func (i *Dataset) ToDatasetOutput() DatasetOutput

func (*Dataset) ToDatasetOutputWithContext 

func (i *Dataset) ToDatasetOutputWithContext(ctx context.Context) DatasetOutput

type DatasetArgs 

type DatasetArgs struct {
	// The Amazon Resource Name (ARN) of the dataset group to add the dataset to
	DatasetGroupArn  pulumi.StringInput
	DatasetImportJob DatasetImportJobPtrInput
	// The type of dataset
	DatasetType DatasetTypeInput
	// The name for the dataset
	Name pulumi.StringPtrInput
	// The ARN of the schema to associate with the dataset. The schema defines the dataset fields.
	SchemaArn pulumi.StringInput
}

The set of arguments for constructing a Dataset resource.

func (DatasetArgs) ElementType 

func (DatasetArgs) ElementType() reflect.Type

type DatasetGroup 

type DatasetGroup struct {
	pulumi.CustomResourceState

	// The Amazon Resource Name (ARN) of the dataset group.
	DatasetGroupArn pulumi.StringOutput `pulumi:"datasetGroupArn"`
	// The domain of a Domain dataset group.
	Domain DatasetGroupDomainPtrOutput `pulumi:"domain"`
	// The Amazon Resource Name(ARN) of a AWS Key Management Service (KMS) key used to encrypt the datasets.
	KmsKeyArn pulumi.StringPtrOutput `pulumi:"kmsKeyArn"`
	// The name for the new dataset group.
	Name pulumi.StringOutput `pulumi:"name"`
	// The ARN of the AWS Identity and Access Management (IAM) role that has permissions to access the AWS Key Management Service (KMS) key. Supplying an IAM role is only valid when also specifying a KMS key.
	RoleArn pulumi.StringPtrOutput `pulumi:"roleArn"`
}

Resource Schema for AWS::Personalize::DatasetGroup.

## Example Usage ### Example

```go package main

import ( 

"github.com/pulumi/pulumi-aws-native/sdk/go/aws/personalize"
"github.com/pulumi/pulumi/sdk/v3/go/pulumi"

) 

func main() {
	pulumi.Run(func(ctx *pulumi.Context) error {
		_, err := personalize.NewDatasetGroup(ctx, "myDatasetGroup", &personalize.DatasetGroupArgs{
			Name: pulumi.String("my-dataset-group-name"),
		})
		if err != nil {
			return err
		}
		return nil
	})
}

``` ### Example

```go package main

import ( 

"github.com/pulumi/pulumi-aws-native/sdk/go/aws/personalize"
"github.com/pulumi/pulumi/sdk/v3/go/pulumi"

) 

func main() {
	pulumi.Run(func(ctx *pulumi.Context) error {
		_, err := personalize.NewDatasetGroup(ctx, "myDatasetGroup", &personalize.DatasetGroupArgs{
			Name: pulumi.String("my-dataset-group-name"),
		})
		if err != nil {
			return err
		}
		return nil
	})
}

```

func GetDatasetGroup 

func GetDatasetGroup(ctx *pulumi.Context,
	name string, id pulumi.IDInput, state *DatasetGroupState, opts ...pulumi.ResourceOption) (*DatasetGroup, error)

GetDatasetGroup gets an existing DatasetGroup resource's state with the given name, ID, and optional state properties that are used to uniquely qualify the lookup (nil if not required).

func NewDatasetGroup 

func NewDatasetGroup(ctx *pulumi.Context,
	name string, args *DatasetGroupArgs, opts ...pulumi.ResourceOption) (*DatasetGroup, error)

NewDatasetGroup registers a new resource with the given unique name, arguments, and options.

func (*DatasetGroup) ElementType 

func (*DatasetGroup) ElementType() reflect.Type

func (*DatasetGroup) ToDatasetGroupOutput 

func (i *DatasetGroup) ToDatasetGroupOutput() DatasetGroupOutput

func (*DatasetGroup) ToDatasetGroupOutputWithContext 

func (i *DatasetGroup) ToDatasetGroupOutputWithContext(ctx context.Context) DatasetGroupOutput

type DatasetGroupArgs 

type DatasetGroupArgs struct {
	// The domain of a Domain dataset group.
	Domain DatasetGroupDomainPtrInput
	// The Amazon Resource Name(ARN) of a AWS Key Management Service (KMS) key used to encrypt the datasets.
	KmsKeyArn pulumi.StringPtrInput
	// The name for the new dataset group.
	Name pulumi.StringPtrInput
	// The ARN of the AWS Identity and Access Management (IAM) role that has permissions to access the AWS Key Management Service (KMS) key. Supplying an IAM role is only valid when also specifying a KMS key.
	RoleArn pulumi.StringPtrInput
}

The set of arguments for constructing a DatasetGroup resource.

func (DatasetGroupArgs) ElementType 

func (DatasetGroupArgs) ElementType() reflect.Type

type DatasetGroupDomain 

type DatasetGroupDomain string

The domain of a Domain dataset group.

func (DatasetGroupDomain) ElementType 

func (DatasetGroupDomain) ElementType() reflect.Type

func (DatasetGroupDomain) ToDatasetGroupDomainOutput 

func (e DatasetGroupDomain) ToDatasetGroupDomainOutput() DatasetGroupDomainOutput

func (DatasetGroupDomain) ToDatasetGroupDomainOutputWithContext 

func (e DatasetGroupDomain) ToDatasetGroupDomainOutputWithContext(ctx context.Context) DatasetGroupDomainOutput

func (DatasetGroupDomain) ToDatasetGroupDomainPtrOutput 

func (e DatasetGroupDomain) ToDatasetGroupDomainPtrOutput() DatasetGroupDomainPtrOutput

func (DatasetGroupDomain) ToDatasetGroupDomainPtrOutputWithContext 

func (e DatasetGroupDomain) ToDatasetGroupDomainPtrOutputWithContext(ctx context.Context) DatasetGroupDomainPtrOutput

func (DatasetGroupDomain) ToStringOutput 

func (e DatasetGroupDomain) ToStringOutput() pulumi.StringOutput

func (DatasetGroupDomain) ToStringOutputWithContext 

func (e DatasetGroupDomain) ToStringOutputWithContext(ctx context.Context) pulumi.StringOutput

func (DatasetGroupDomain) ToStringPtrOutput 

func (e DatasetGroupDomain) ToStringPtrOutput() pulumi.StringPtrOutput

func (DatasetGroupDomain) ToStringPtrOutputWithContext 

func (e DatasetGroupDomain) ToStringPtrOutputWithContext(ctx context.Context) pulumi.StringPtrOutput

type DatasetGroupDomainInput 

type DatasetGroupDomainInput interface {
	pulumi.Input

	ToDatasetGroupDomainOutput() DatasetGroupDomainOutput
	ToDatasetGroupDomainOutputWithContext(context.Context) DatasetGroupDomainOutput
}

DatasetGroupDomainInput is an input type that accepts values of the DatasetGroupDomain enum A concrete instance of `DatasetGroupDomainInput` can be one of the following: 

DatasetGroupDomainEcommerce
DatasetGroupDomainVideoOnDemand

type DatasetGroupDomainOutput 

type DatasetGroupDomainOutput struct{ *pulumi.OutputState }

func (DatasetGroupDomainOutput) ElementType 

func (DatasetGroupDomainOutput) ElementType() reflect.Type

func (DatasetGroupDomainOutput) ToDatasetGroupDomainOutput 

func (o DatasetGroupDomainOutput) ToDatasetGroupDomainOutput() DatasetGroupDomainOutput

func (DatasetGroupDomainOutput) ToDatasetGroupDomainOutputWithContext 

func (o DatasetGroupDomainOutput) ToDatasetGroupDomainOutputWithContext(ctx context.Context) DatasetGroupDomainOutput

func (DatasetGroupDomainOutput) ToDatasetGroupDomainPtrOutput 

func (o DatasetGroupDomainOutput) ToDatasetGroupDomainPtrOutput() DatasetGroupDomainPtrOutput

func (DatasetGroupDomainOutput) ToDatasetGroupDomainPtrOutputWithContext 

func (o DatasetGroupDomainOutput) ToDatasetGroupDomainPtrOutputWithContext(ctx context.Context) DatasetGroupDomainPtrOutput

func (DatasetGroupDomainOutput) ToStringOutput 

func (o DatasetGroupDomainOutput) ToStringOutput() pulumi.StringOutput

func (DatasetGroupDomainOutput) ToStringOutputWithContext 

func (o DatasetGroupDomainOutput) ToStringOutputWithContext(ctx context.Context) pulumi.StringOutput

func (DatasetGroupDomainOutput) ToStringPtrOutput 

func (o DatasetGroupDomainOutput) ToStringPtrOutput() pulumi.StringPtrOutput

func (DatasetGroupDomainOutput) ToStringPtrOutputWithContext 

func (o DatasetGroupDomainOutput) ToStringPtrOutputWithContext(ctx context.Context) pulumi.StringPtrOutput

type DatasetGroupDomainPtrInput 

type DatasetGroupDomainPtrInput interface {
	pulumi.Input

	ToDatasetGroupDomainPtrOutput() DatasetGroupDomainPtrOutput
	ToDatasetGroupDomainPtrOutputWithContext(context.Context) DatasetGroupDomainPtrOutput
}

func DatasetGroupDomainPtr 

func DatasetGroupDomainPtr(v string) DatasetGroupDomainPtrInput

type DatasetGroupDomainPtrOutput 

type DatasetGroupDomainPtrOutput struct{ *pulumi.OutputState }

func (DatasetGroupDomainPtrOutput) Elem 

func (o DatasetGroupDomainPtrOutput) Elem() DatasetGroupDomainOutput

func (DatasetGroupDomainPtrOutput) ElementType 

func (DatasetGroupDomainPtrOutput) ElementType() reflect.Type

func (DatasetGroupDomainPtrOutput) ToDatasetGroupDomainPtrOutput 

func (o DatasetGroupDomainPtrOutput) ToDatasetGroupDomainPtrOutput() DatasetGroupDomainPtrOutput

func (DatasetGroupDomainPtrOutput) ToDatasetGroupDomainPtrOutputWithContext 

func (o DatasetGroupDomainPtrOutput) ToDatasetGroupDomainPtrOutputWithContext(ctx context.Context) DatasetGroupDomainPtrOutput

func (DatasetGroupDomainPtrOutput) ToStringPtrOutput 

func (o DatasetGroupDomainPtrOutput) ToStringPtrOutput() pulumi.StringPtrOutput

func (DatasetGroupDomainPtrOutput) ToStringPtrOutputWithContext 

func (o DatasetGroupDomainPtrOutput) ToStringPtrOutputWithContext(ctx context.Context) pulumi.StringPtrOutput

type DatasetGroupInput 

type DatasetGroupInput interface {
	pulumi.Input

	ToDatasetGroupOutput() DatasetGroupOutput
	ToDatasetGroupOutputWithContext(ctx context.Context) DatasetGroupOutput
}

type DatasetGroupOutput 

type DatasetGroupOutput struct{ *pulumi.OutputState }

func (DatasetGroupOutput) DatasetGroupArn added in v0.17.0 

func (o DatasetGroupOutput) DatasetGroupArn() pulumi.StringOutput

The Amazon Resource Name (ARN) of the dataset group.

func (DatasetGroupOutput) Domain added in v0.17.0 

func (o DatasetGroupOutput) Domain() DatasetGroupDomainPtrOutput

The domain of a Domain dataset group.

func (DatasetGroupOutput) ElementType 

func (DatasetGroupOutput) ElementType() reflect.Type

func (DatasetGroupOutput) KmsKeyArn added in v0.17.0 

func (o DatasetGroupOutput) KmsKeyArn() pulumi.StringPtrOutput

The Amazon Resource Name(ARN) of a AWS Key Management Service (KMS) key used to encrypt the datasets.

func (DatasetGroupOutput) Name added in v0.17.0 

func (o DatasetGroupOutput) Name() pulumi.StringOutput

The name for the new dataset group.

func (DatasetGroupOutput) RoleArn added in v0.17.0 

func (o DatasetGroupOutput) RoleArn() pulumi.StringPtrOutput

The ARN of the AWS Identity and Access Management (IAM) role that has permissions to access the AWS Key Management Service (KMS) key. Supplying an IAM role is only valid when also specifying a KMS key.

func (DatasetGroupOutput) ToDatasetGroupOutput 

func (o DatasetGroupOutput) ToDatasetGroupOutput() DatasetGroupOutput

func (DatasetGroupOutput) ToDatasetGroupOutputWithContext 

func (o DatasetGroupOutput) ToDatasetGroupOutputWithContext(ctx context.Context) DatasetGroupOutput

type DatasetGroupState 

type DatasetGroupState struct {
}

func (DatasetGroupState) ElementType 

func (DatasetGroupState) ElementType() reflect.Type

type DatasetImportJob 

type DatasetImportJob struct {
	// The Amazon S3 bucket that contains the training data to import.
	DataSource *DatasetImportJobDataSourceProperties `pulumi:"dataSource"`
	// The ARN of the dataset that receives the imported data
	DatasetArn *string `pulumi:"datasetArn"`
	// The ARN of the dataset import job
	DatasetImportJobArn *string `pulumi:"datasetImportJobArn"`
	// The name for the dataset import job.
	JobName *string `pulumi:"jobName"`
	// The ARN of the IAM role that has permissions to read from the Amazon S3 data source.
	RoleArn *string `pulumi:"roleArn"`
}

Initial DatasetImportJob for the created dataset

type DatasetImportJobArgs 

type DatasetImportJobArgs struct {
	// The Amazon S3 bucket that contains the training data to import.
	DataSource DatasetImportJobDataSourcePropertiesPtrInput `pulumi:"dataSource"`
	// The ARN of the dataset that receives the imported data
	DatasetArn pulumi.StringPtrInput `pulumi:"datasetArn"`
	// The ARN of the dataset import job
	DatasetImportJobArn pulumi.StringPtrInput `pulumi:"datasetImportJobArn"`
	// The name for the dataset import job.
	JobName pulumi.StringPtrInput `pulumi:"jobName"`
	// The ARN of the IAM role that has permissions to read from the Amazon S3 data source.
	RoleArn pulumi.StringPtrInput `pulumi:"roleArn"`
}

Initial DatasetImportJob for the created dataset

func (DatasetImportJobArgs) ElementType 

func (DatasetImportJobArgs) ElementType() reflect.Type

func (DatasetImportJobArgs) ToDatasetImportJobOutput 

func (i DatasetImportJobArgs) ToDatasetImportJobOutput() DatasetImportJobOutput

func (DatasetImportJobArgs) ToDatasetImportJobOutputWithContext 

func (i DatasetImportJobArgs) ToDatasetImportJobOutputWithContext(ctx context.Context) DatasetImportJobOutput

func (DatasetImportJobArgs) ToDatasetImportJobPtrOutput 

func (i DatasetImportJobArgs) ToDatasetImportJobPtrOutput() DatasetImportJobPtrOutput

func (DatasetImportJobArgs) ToDatasetImportJobPtrOutputWithContext 

func (i DatasetImportJobArgs) ToDatasetImportJobPtrOutputWithContext(ctx context.Context) DatasetImportJobPtrOutput

type DatasetImportJobDataSourceProperties 

type DatasetImportJobDataSourceProperties struct {
	// The path to the Amazon S3 bucket where the data that you want to upload to your dataset is stored.
	DataLocation *string `pulumi:"dataLocation"`
}

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

type DatasetImportJobDataSourcePropertiesArgs 

type DatasetImportJobDataSourcePropertiesArgs struct {
	// The path to the Amazon S3 bucket where the data that you want to upload to your dataset is stored.
	DataLocation pulumi.StringPtrInput `pulumi:"dataLocation"`
}

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

func (DatasetImportJobDataSourcePropertiesArgs) ElementType 

func (DatasetImportJobDataSourcePropertiesArgs) ElementType() reflect.Type

func (DatasetImportJobDataSourcePropertiesArgs) ToDatasetImportJobDataSourcePropertiesOutput 

func (i DatasetImportJobDataSourcePropertiesArgs) ToDatasetImportJobDataSourcePropertiesOutput() DatasetImportJobDataSourcePropertiesOutput

func (DatasetImportJobDataSourcePropertiesArgs) ToDatasetImportJobDataSourcePropertiesOutputWithContext 

func (i DatasetImportJobDataSourcePropertiesArgs) ToDatasetImportJobDataSourcePropertiesOutputWithContext(ctx context.Context) DatasetImportJobDataSourcePropertiesOutput

func (DatasetImportJobDataSourcePropertiesArgs) ToDatasetImportJobDataSourcePropertiesPtrOutput 

func (i DatasetImportJobDataSourcePropertiesArgs) ToDatasetImportJobDataSourcePropertiesPtrOutput() DatasetImportJobDataSourcePropertiesPtrOutput

func (DatasetImportJobDataSourcePropertiesArgs) ToDatasetImportJobDataSourcePropertiesPtrOutputWithContext 

func (i DatasetImportJobDataSourcePropertiesArgs) ToDatasetImportJobDataSourcePropertiesPtrOutputWithContext(ctx context.Context) DatasetImportJobDataSourcePropertiesPtrOutput

type DatasetImportJobDataSourcePropertiesInput 

type DatasetImportJobDataSourcePropertiesInput interface {
	pulumi.Input

	ToDatasetImportJobDataSourcePropertiesOutput() DatasetImportJobDataSourcePropertiesOutput
	ToDatasetImportJobDataSourcePropertiesOutputWithContext(context.Context) DatasetImportJobDataSourcePropertiesOutput
}

DatasetImportJobDataSourcePropertiesInput is an input type that accepts DatasetImportJobDataSourcePropertiesArgs and DatasetImportJobDataSourcePropertiesOutput values. You can construct a concrete instance of `DatasetImportJobDataSourcePropertiesInput` via: 

DatasetImportJobDataSourcePropertiesArgs{...}

type DatasetImportJobDataSourcePropertiesOutput 

type DatasetImportJobDataSourcePropertiesOutput struct{ *pulumi.OutputState }

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

func (DatasetImportJobDataSourcePropertiesOutput) DataLocation 

func (o DatasetImportJobDataSourcePropertiesOutput) DataLocation() pulumi.StringPtrOutput

The path to the Amazon S3 bucket where the data that you want to upload to your dataset is stored.

func (DatasetImportJobDataSourcePropertiesOutput) ElementType 

func (DatasetImportJobDataSourcePropertiesOutput) ElementType() reflect.Type

func (DatasetImportJobDataSourcePropertiesOutput) ToDatasetImportJobDataSourcePropertiesOutput 

func (o DatasetImportJobDataSourcePropertiesOutput) ToDatasetImportJobDataSourcePropertiesOutput() DatasetImportJobDataSourcePropertiesOutput

func (DatasetImportJobDataSourcePropertiesOutput) ToDatasetImportJobDataSourcePropertiesOutputWithContext 

func (o DatasetImportJobDataSourcePropertiesOutput) ToDatasetImportJobDataSourcePropertiesOutputWithContext(ctx context.Context) DatasetImportJobDataSourcePropertiesOutput

func (DatasetImportJobDataSourcePropertiesOutput) ToDatasetImportJobDataSourcePropertiesPtrOutput 

func (o DatasetImportJobDataSourcePropertiesOutput) ToDatasetImportJobDataSourcePropertiesPtrOutput() DatasetImportJobDataSourcePropertiesPtrOutput

func (DatasetImportJobDataSourcePropertiesOutput) ToDatasetImportJobDataSourcePropertiesPtrOutputWithContext 

func (o DatasetImportJobDataSourcePropertiesOutput) ToDatasetImportJobDataSourcePropertiesPtrOutputWithContext(ctx context.Context) DatasetImportJobDataSourcePropertiesPtrOutput

type DatasetImportJobDataSourcePropertiesPtrInput 

type DatasetImportJobDataSourcePropertiesPtrInput interface {
	pulumi.Input

	ToDatasetImportJobDataSourcePropertiesPtrOutput() DatasetImportJobDataSourcePropertiesPtrOutput
	ToDatasetImportJobDataSourcePropertiesPtrOutputWithContext(context.Context) DatasetImportJobDataSourcePropertiesPtrOutput
}

DatasetImportJobDataSourcePropertiesPtrInput is an input type that accepts DatasetImportJobDataSourcePropertiesArgs, DatasetImportJobDataSourcePropertiesPtr and DatasetImportJobDataSourcePropertiesPtrOutput values. You can construct a concrete instance of `DatasetImportJobDataSourcePropertiesPtrInput` via: 

        DatasetImportJobDataSourcePropertiesArgs{...}

or:

        nil

func DatasetImportJobDataSourcePropertiesPtr 

func DatasetImportJobDataSourcePropertiesPtr(v *DatasetImportJobDataSourcePropertiesArgs) DatasetImportJobDataSourcePropertiesPtrInput

type DatasetImportJobDataSourcePropertiesPtrOutput 

type DatasetImportJobDataSourcePropertiesPtrOutput struct{ *pulumi.OutputState }

func (DatasetImportJobDataSourcePropertiesPtrOutput) DataLocation 

func (o DatasetImportJobDataSourcePropertiesPtrOutput) DataLocation() pulumi.StringPtrOutput

The path to the Amazon S3 bucket where the data that you want to upload to your dataset is stored.

func (DatasetImportJobDataSourcePropertiesPtrOutput) Elem 

func (o DatasetImportJobDataSourcePropertiesPtrOutput) Elem() DatasetImportJobDataSourcePropertiesOutput

func (DatasetImportJobDataSourcePropertiesPtrOutput) ElementType 

func (DatasetImportJobDataSourcePropertiesPtrOutput) ElementType() reflect.Type

func (DatasetImportJobDataSourcePropertiesPtrOutput) ToDatasetImportJobDataSourcePropertiesPtrOutput 

func (o DatasetImportJobDataSourcePropertiesPtrOutput) ToDatasetImportJobDataSourcePropertiesPtrOutput() DatasetImportJobDataSourcePropertiesPtrOutput

func (DatasetImportJobDataSourcePropertiesPtrOutput) ToDatasetImportJobDataSourcePropertiesPtrOutputWithContext 

func (o DatasetImportJobDataSourcePropertiesPtrOutput) ToDatasetImportJobDataSourcePropertiesPtrOutputWithContext(ctx context.Context) DatasetImportJobDataSourcePropertiesPtrOutput

type DatasetImportJobInput 

type DatasetImportJobInput interface {
	pulumi.Input

	ToDatasetImportJobOutput() DatasetImportJobOutput
	ToDatasetImportJobOutputWithContext(context.Context) DatasetImportJobOutput
}

DatasetImportJobInput is an input type that accepts DatasetImportJobArgs and DatasetImportJobOutput values. You can construct a concrete instance of `DatasetImportJobInput` via: 

DatasetImportJobArgs{...}

type DatasetImportJobOutput 

type DatasetImportJobOutput struct{ *pulumi.OutputState }

Initial DatasetImportJob for the created dataset

func (DatasetImportJobOutput) DataSource 

func (o DatasetImportJobOutput) DataSource() DatasetImportJobDataSourcePropertiesPtrOutput

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

func (DatasetImportJobOutput) DatasetArn 

func (o DatasetImportJobOutput) DatasetArn() pulumi.StringPtrOutput

The ARN of the dataset that receives the imported data

func (DatasetImportJobOutput) DatasetImportJobArn 

func (o DatasetImportJobOutput) DatasetImportJobArn() pulumi.StringPtrOutput

The ARN of the dataset import job

func (DatasetImportJobOutput) ElementType 

func (DatasetImportJobOutput) ElementType() reflect.Type

func (DatasetImportJobOutput) JobName 

func (o DatasetImportJobOutput) JobName() pulumi.StringPtrOutput

The name for the dataset import job.

func (DatasetImportJobOutput) RoleArn 

func (o DatasetImportJobOutput) RoleArn() pulumi.StringPtrOutput

The ARN of the IAM role that has permissions to read from the Amazon S3 data source.

func (DatasetImportJobOutput) ToDatasetImportJobOutput 

func (o DatasetImportJobOutput) ToDatasetImportJobOutput() DatasetImportJobOutput

func (DatasetImportJobOutput) ToDatasetImportJobOutputWithContext 

func (o DatasetImportJobOutput) ToDatasetImportJobOutputWithContext(ctx context.Context) DatasetImportJobOutput

func (DatasetImportJobOutput) ToDatasetImportJobPtrOutput 

func (o DatasetImportJobOutput) ToDatasetImportJobPtrOutput() DatasetImportJobPtrOutput

func (DatasetImportJobOutput) ToDatasetImportJobPtrOutputWithContext 

func (o DatasetImportJobOutput) ToDatasetImportJobPtrOutputWithContext(ctx context.Context) DatasetImportJobPtrOutput

type DatasetImportJobPtrInput 

type DatasetImportJobPtrInput interface {
	pulumi.Input

	ToDatasetImportJobPtrOutput() DatasetImportJobPtrOutput
	ToDatasetImportJobPtrOutputWithContext(context.Context) DatasetImportJobPtrOutput
}

DatasetImportJobPtrInput is an input type that accepts DatasetImportJobArgs, DatasetImportJobPtr and DatasetImportJobPtrOutput values. You can construct a concrete instance of `DatasetImportJobPtrInput` via: 

        DatasetImportJobArgs{...}

or:

        nil

func DatasetImportJobPtr 

func DatasetImportJobPtr(v *DatasetImportJobArgs) DatasetImportJobPtrInput

type DatasetImportJobPtrOutput 

type DatasetImportJobPtrOutput struct{ *pulumi.OutputState }

func (DatasetImportJobPtrOutput) DataSource 

func (o DatasetImportJobPtrOutput) DataSource() DatasetImportJobDataSourcePropertiesPtrOutput

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

func (DatasetImportJobPtrOutput) DatasetArn 

func (o DatasetImportJobPtrOutput) DatasetArn() pulumi.StringPtrOutput

The ARN of the dataset that receives the imported data

func (DatasetImportJobPtrOutput) DatasetImportJobArn 

func (o DatasetImportJobPtrOutput) DatasetImportJobArn() pulumi.StringPtrOutput

The ARN of the dataset import job

func (DatasetImportJobPtrOutput) Elem 

func (o DatasetImportJobPtrOutput) Elem() DatasetImportJobOutput

func (DatasetImportJobPtrOutput) ElementType 

func (DatasetImportJobPtrOutput) ElementType() reflect.Type

func (DatasetImportJobPtrOutput) JobName 

func (o DatasetImportJobPtrOutput) JobName() pulumi.StringPtrOutput

The name for the dataset import job.

func (DatasetImportJobPtrOutput) RoleArn 

func (o DatasetImportJobPtrOutput) RoleArn() pulumi.StringPtrOutput

The ARN of the IAM role that has permissions to read from the Amazon S3 data source.

func (DatasetImportJobPtrOutput) ToDatasetImportJobPtrOutput 

func (o DatasetImportJobPtrOutput) ToDatasetImportJobPtrOutput() DatasetImportJobPtrOutput

func (DatasetImportJobPtrOutput) ToDatasetImportJobPtrOutputWithContext 

func (o DatasetImportJobPtrOutput) ToDatasetImportJobPtrOutputWithContext(ctx context.Context) DatasetImportJobPtrOutput

type DatasetInput 

type DatasetInput interface {
	pulumi.Input

	ToDatasetOutput() DatasetOutput
	ToDatasetOutputWithContext(ctx context.Context) DatasetOutput
}

type DatasetOutput 

type DatasetOutput struct{ *pulumi.OutputState }

func (DatasetOutput) DatasetArn added in v0.17.0 

func (o DatasetOutput) DatasetArn() pulumi.StringOutput

The ARN of the dataset

func (DatasetOutput) DatasetGroupArn added in v0.17.0 

func (o DatasetOutput) DatasetGroupArn() pulumi.StringOutput

The Amazon Resource Name (ARN) of the dataset group to add the dataset to

func (DatasetOutput) DatasetImportJob added in v0.17.0 

func (o DatasetOutput) DatasetImportJob() DatasetImportJobPtrOutput

func (DatasetOutput) DatasetType added in v0.17.0 

func (o DatasetOutput) DatasetType() DatasetTypeOutput

The type of dataset

func (DatasetOutput) ElementType 

func (DatasetOutput) ElementType() reflect.Type

func (DatasetOutput) Name added in v0.17.0 

func (o DatasetOutput) Name() pulumi.StringOutput

The name for the dataset

func (DatasetOutput) SchemaArn added in v0.17.0 

func (o DatasetOutput) SchemaArn() pulumi.StringOutput

The ARN of the schema to associate with the dataset. The schema defines the dataset fields.

func (DatasetOutput) ToDatasetOutput 

func (o DatasetOutput) ToDatasetOutput() DatasetOutput

func (DatasetOutput) ToDatasetOutputWithContext 

func (o DatasetOutput) ToDatasetOutputWithContext(ctx context.Context) DatasetOutput

type DatasetState 

type DatasetState struct {
}

func (DatasetState) ElementType 

func (DatasetState) ElementType() reflect.Type

type DatasetType 

type DatasetType string

The type of dataset

func (DatasetType) ElementType 

func (DatasetType) ElementType() reflect.Type

func (DatasetType) ToDatasetTypeOutput 

func (e DatasetType) ToDatasetTypeOutput() DatasetTypeOutput

func (DatasetType) ToDatasetTypeOutputWithContext 

func (e DatasetType) ToDatasetTypeOutputWithContext(ctx context.Context) DatasetTypeOutput

func (DatasetType) ToDatasetTypePtrOutput 

func (e DatasetType) ToDatasetTypePtrOutput() DatasetTypePtrOutput

func (DatasetType) ToDatasetTypePtrOutputWithContext 

func (e DatasetType) ToDatasetTypePtrOutputWithContext(ctx context.Context) DatasetTypePtrOutput

func (DatasetType) ToStringOutput 

func (e DatasetType) ToStringOutput() pulumi.StringOutput

func (DatasetType) ToStringOutputWithContext 

func (e DatasetType) ToStringOutputWithContext(ctx context.Context) pulumi.StringOutput

func (DatasetType) ToStringPtrOutput 

func (e DatasetType) ToStringPtrOutput() pulumi.StringPtrOutput

func (DatasetType) ToStringPtrOutputWithContext 

func (e DatasetType) ToStringPtrOutputWithContext(ctx context.Context) pulumi.StringPtrOutput

type DatasetTypeInput 

type DatasetTypeInput interface {
	pulumi.Input

	ToDatasetTypeOutput() DatasetTypeOutput
	ToDatasetTypeOutputWithContext(context.Context) DatasetTypeOutput
}

DatasetTypeInput is an input type that accepts values of the DatasetType enum A concrete instance of `DatasetTypeInput` can be one of the following: 

DatasetTypeInteractions
DatasetTypeItems
DatasetTypeUsers

type DatasetTypeOutput 

type DatasetTypeOutput struct{ *pulumi.OutputState }

func (DatasetTypeOutput) ElementType 

func (DatasetTypeOutput) ElementType() reflect.Type

func (DatasetTypeOutput) ToDatasetTypeOutput 

func (o DatasetTypeOutput) ToDatasetTypeOutput() DatasetTypeOutput

func (DatasetTypeOutput) ToDatasetTypeOutputWithContext 

func (o DatasetTypeOutput) ToDatasetTypeOutputWithContext(ctx context.Context) DatasetTypeOutput

func (DatasetTypeOutput) ToDatasetTypePtrOutput 

func (o DatasetTypeOutput) ToDatasetTypePtrOutput() DatasetTypePtrOutput

func (DatasetTypeOutput) ToDatasetTypePtrOutputWithContext 

func (o DatasetTypeOutput) ToDatasetTypePtrOutputWithContext(ctx context.Context) DatasetTypePtrOutput

func (DatasetTypeOutput) ToStringOutput 

func (o DatasetTypeOutput) ToStringOutput() pulumi.StringOutput

func (DatasetTypeOutput) ToStringOutputWithContext 

func (o DatasetTypeOutput) ToStringOutputWithContext(ctx context.Context) pulumi.StringOutput

func (DatasetTypeOutput) ToStringPtrOutput 

func (o DatasetTypeOutput) ToStringPtrOutput() pulumi.StringPtrOutput

func (DatasetTypeOutput) ToStringPtrOutputWithContext 

func (o DatasetTypeOutput) ToStringPtrOutputWithContext(ctx context.Context) pulumi.StringPtrOutput

type DatasetTypePtrInput 

type DatasetTypePtrInput interface {
	pulumi.Input

	ToDatasetTypePtrOutput() DatasetTypePtrOutput
	ToDatasetTypePtrOutputWithContext(context.Context) DatasetTypePtrOutput
}

func DatasetTypePtr 

func DatasetTypePtr(v string) DatasetTypePtrInput

type DatasetTypePtrOutput 

type DatasetTypePtrOutput struct{ *pulumi.OutputState }

func (DatasetTypePtrOutput) Elem 

func (o DatasetTypePtrOutput) Elem() DatasetTypeOutput

func (DatasetTypePtrOutput) ElementType 

func (DatasetTypePtrOutput) ElementType() reflect.Type

func (DatasetTypePtrOutput) ToDatasetTypePtrOutput 

func (o DatasetTypePtrOutput) ToDatasetTypePtrOutput() DatasetTypePtrOutput

func (DatasetTypePtrOutput) ToDatasetTypePtrOutputWithContext 

func (o DatasetTypePtrOutput) ToDatasetTypePtrOutputWithContext(ctx context.Context) DatasetTypePtrOutput

func (DatasetTypePtrOutput) ToStringPtrOutput 

func (o DatasetTypePtrOutput) ToStringPtrOutput() pulumi.StringPtrOutput

func (DatasetTypePtrOutput) ToStringPtrOutputWithContext 

func (o DatasetTypePtrOutput) ToStringPtrOutputWithContext(ctx context.Context) pulumi.StringPtrOutput

type LookupDatasetArgs 

type LookupDatasetArgs struct {
	// The ARN of the dataset
	DatasetArn string `pulumi:"datasetArn"`
}

type LookupDatasetGroupArgs 

type LookupDatasetGroupArgs struct {
	// The Amazon Resource Name (ARN) of the dataset group.
	DatasetGroupArn string `pulumi:"datasetGroupArn"`
}

type LookupDatasetGroupOutputArgs 

type LookupDatasetGroupOutputArgs struct {
	// The Amazon Resource Name (ARN) of the dataset group.
	DatasetGroupArn pulumi.StringInput `pulumi:"datasetGroupArn"`
}

func (LookupDatasetGroupOutputArgs) ElementType 

func (LookupDatasetGroupOutputArgs) ElementType() reflect.Type

type LookupDatasetGroupResult 

type LookupDatasetGroupResult struct {
	// The Amazon Resource Name (ARN) of the dataset group.
	DatasetGroupArn *string `pulumi:"datasetGroupArn"`
}

func LookupDatasetGroup 

func LookupDatasetGroup(ctx *pulumi.Context, args *LookupDatasetGroupArgs, opts ...pulumi.InvokeOption) (*LookupDatasetGroupResult, error)

Resource Schema for AWS::Personalize::DatasetGroup.

type LookupDatasetGroupResultOutput 

type LookupDatasetGroupResultOutput struct{ *pulumi.OutputState }

func LookupDatasetGroupOutput 

func LookupDatasetGroupOutput(ctx *pulumi.Context, args LookupDatasetGroupOutputArgs, opts ...pulumi.InvokeOption) LookupDatasetGroupResultOutput

func (LookupDatasetGroupResultOutput) DatasetGroupArn 

func (o LookupDatasetGroupResultOutput) DatasetGroupArn() pulumi.StringPtrOutput

The Amazon Resource Name (ARN) of the dataset group.

func (LookupDatasetGroupResultOutput) ElementType 

func (LookupDatasetGroupResultOutput) ElementType() reflect.Type

func (LookupDatasetGroupResultOutput) ToLookupDatasetGroupResultOutput 

func (o LookupDatasetGroupResultOutput) ToLookupDatasetGroupResultOutput() LookupDatasetGroupResultOutput

func (LookupDatasetGroupResultOutput) ToLookupDatasetGroupResultOutputWithContext 

func (o LookupDatasetGroupResultOutput) ToLookupDatasetGroupResultOutputWithContext(ctx context.Context) LookupDatasetGroupResultOutput

type LookupDatasetOutputArgs 

type LookupDatasetOutputArgs struct {
	// The ARN of the dataset
	DatasetArn pulumi.StringInput `pulumi:"datasetArn"`
}

func (LookupDatasetOutputArgs) ElementType 

func (LookupDatasetOutputArgs) ElementType() reflect.Type

type LookupDatasetResult 

type LookupDatasetResult struct {
	// The ARN of the dataset
	DatasetArn       *string           `pulumi:"datasetArn"`
	DatasetImportJob *DatasetImportJob `pulumi:"datasetImportJob"`
}

func LookupDataset 

func LookupDataset(ctx *pulumi.Context, args *LookupDatasetArgs, opts ...pulumi.InvokeOption) (*LookupDatasetResult, error)

Resource schema for AWS::Personalize::Dataset.

type LookupDatasetResultOutput 

type LookupDatasetResultOutput struct{ *pulumi.OutputState }

func LookupDatasetOutput 

func LookupDatasetOutput(ctx *pulumi.Context, args LookupDatasetOutputArgs, opts ...pulumi.InvokeOption) LookupDatasetResultOutput

func (LookupDatasetResultOutput) DatasetArn 

func (o LookupDatasetResultOutput) DatasetArn() pulumi.StringPtrOutput

The ARN of the dataset

func (LookupDatasetResultOutput) DatasetImportJob 

func (o LookupDatasetResultOutput) DatasetImportJob() DatasetImportJobPtrOutput

func (LookupDatasetResultOutput) ElementType 

func (LookupDatasetResultOutput) ElementType() reflect.Type

func (LookupDatasetResultOutput) ToLookupDatasetResultOutput 

func (o LookupDatasetResultOutput) ToLookupDatasetResultOutput() LookupDatasetResultOutput

func (LookupDatasetResultOutput) ToLookupDatasetResultOutputWithContext 

func (o LookupDatasetResultOutput) ToLookupDatasetResultOutputWithContext(ctx context.Context) LookupDatasetResultOutput

type LookupSchemaArgs 

type LookupSchemaArgs struct {
	// Arn for the schema.
	SchemaArn string `pulumi:"schemaArn"`
}

type LookupSchemaOutputArgs 

type LookupSchemaOutputArgs struct {
	// Arn for the schema.
	SchemaArn pulumi.StringInput `pulumi:"schemaArn"`
}

func (LookupSchemaOutputArgs) ElementType 

func (LookupSchemaOutputArgs) ElementType() reflect.Type

type LookupSchemaResult 

type LookupSchemaResult struct {
	// Arn for the schema.
	SchemaArn *string `pulumi:"schemaArn"`
}

func LookupSchema 

func LookupSchema(ctx *pulumi.Context, args *LookupSchemaArgs, opts ...pulumi.InvokeOption) (*LookupSchemaResult, error)

Resource schema for AWS::Personalize::Schema.

type LookupSchemaResultOutput 

type LookupSchemaResultOutput struct{ *pulumi.OutputState }

func LookupSchemaOutput 

func LookupSchemaOutput(ctx *pulumi.Context, args LookupSchemaOutputArgs, opts ...pulumi.InvokeOption) LookupSchemaResultOutput

func (LookupSchemaResultOutput) ElementType 

func (LookupSchemaResultOutput) ElementType() reflect.Type

func (LookupSchemaResultOutput) SchemaArn 

func (o LookupSchemaResultOutput) SchemaArn() pulumi.StringPtrOutput

Arn for the schema.

func (LookupSchemaResultOutput) ToLookupSchemaResultOutput 

func (o LookupSchemaResultOutput) ToLookupSchemaResultOutput() LookupSchemaResultOutput

func (LookupSchemaResultOutput) ToLookupSchemaResultOutputWithContext 

func (o LookupSchemaResultOutput) ToLookupSchemaResultOutputWithContext(ctx context.Context) LookupSchemaResultOutput

type LookupSolutionArgs 

type LookupSolutionArgs struct {
	SolutionArn string `pulumi:"solutionArn"`
}

type LookupSolutionOutputArgs 

type LookupSolutionOutputArgs struct {
	SolutionArn pulumi.StringInput `pulumi:"solutionArn"`
}

func (LookupSolutionOutputArgs) ElementType 

func (LookupSolutionOutputArgs) ElementType() reflect.Type

type LookupSolutionResult 

type LookupSolutionResult struct {
	SolutionArn *string `pulumi:"solutionArn"`
}

func LookupSolution 

func LookupSolution(ctx *pulumi.Context, args *LookupSolutionArgs, opts ...pulumi.InvokeOption) (*LookupSolutionResult, error)

Resource schema for AWS::Personalize::Solution.

type LookupSolutionResultOutput 

type LookupSolutionResultOutput struct{ *pulumi.OutputState }

func LookupSolutionOutput 

func LookupSolutionOutput(ctx *pulumi.Context, args LookupSolutionOutputArgs, opts ...pulumi.InvokeOption) LookupSolutionResultOutput

func (LookupSolutionResultOutput) ElementType 

func (LookupSolutionResultOutput) ElementType() reflect.Type

func (LookupSolutionResultOutput) SolutionArn 

func (o LookupSolutionResultOutput) SolutionArn() pulumi.StringPtrOutput

func (LookupSolutionResultOutput) ToLookupSolutionResultOutput 

func (o LookupSolutionResultOutput) ToLookupSolutionResultOutput() LookupSolutionResultOutput

func (LookupSolutionResultOutput) ToLookupSolutionResultOutputWithContext 

func (o LookupSolutionResultOutput) ToLookupSolutionResultOutputWithContext(ctx context.Context) LookupSolutionResultOutput

type Schema 

type Schema struct {
	pulumi.CustomResourceState

	// The domain of a Domain dataset group.
	Domain SchemaDomainPtrOutput `pulumi:"domain"`
	// Name for the schema.
	Name pulumi.StringOutput `pulumi:"name"`
	// A schema in Avro JSON format.
	Schema pulumi.StringOutput `pulumi:"schema"`
	// Arn for the schema.
	SchemaArn pulumi.StringOutput `pulumi:"schemaArn"`
}

Resource schema for AWS::Personalize::Schema.

## Example Usage ### Example

```go package main

import ( 

"github.com/pulumi/pulumi-aws-native/sdk/go/aws/personalize"
"github.com/pulumi/pulumi/sdk/v3/go/pulumi"

) 

func main() {
	pulumi.Run(func(ctx *pulumi.Context) error {
		_, err := personalize.NewSchema(ctx, "mySchema", &personalize.SchemaArgs{
			Name:   pulumi.String("my-schema-name"),
			Schema: pulumi.String("{\"type\": \"record\",\"name\": \"Interactions\", \"namespace\": \"com.amazonaws.personalize.schema\", \"fields\": [ { \"name\": \"USER_ID\", \"type\": \"string\" }, { \"name\": \"ITEM_ID\", \"type\": \"string\" }, { \"name\": \"TIMESTAMP\", \"type\": \"long\"}], \"version\": \"1.0\"}"),
		})
		if err != nil {
			return err
		}
		return nil
	})
}

``` ### Example

```go package main

import ( 

"github.com/pulumi/pulumi-aws-native/sdk/go/aws/personalize"
"github.com/pulumi/pulumi/sdk/v3/go/pulumi"

) 

func main() {
	pulumi.Run(func(ctx *pulumi.Context) error {
		_, err := personalize.NewSchema(ctx, "mySchema", &personalize.SchemaArgs{
			Name:   pulumi.String("my-schema-name"),
			Schema: pulumi.String("{\"type\": \"record\",\"name\": \"Interactions\", \"namespace\": \"com.amazonaws.personalize.schema\", \"fields\": [ { \"name\": \"USER_ID\", \"type\": \"string\" }, { \"name\": \"ITEM_ID\", \"type\": \"string\" }, { \"name\": \"TIMESTAMP\", \"type\": \"long\"}], \"version\": \"1.0\"}"),
		})
		if err != nil {
			return err
		}
		return nil
	})
}

```

func GetSchema 

func GetSchema(ctx *pulumi.Context,
	name string, id pulumi.IDInput, state *SchemaState, opts ...pulumi.ResourceOption) (*Schema, error)

GetSchema gets an existing Schema resource's state with the given name, ID, and optional state properties that are used to uniquely qualify the lookup (nil if not required).

func NewSchema 

func NewSchema(ctx *pulumi.Context,
	name string, args *SchemaArgs, opts ...pulumi.ResourceOption) (*Schema, error)

NewSchema registers a new resource with the given unique name, arguments, and options.

func (*Schema) ElementType 

func (*Schema) ElementType() reflect.Type

func (*Schema) ToSchemaOutput 

func (i *Schema) ToSchemaOutput() SchemaOutput

func (*Schema) ToSchemaOutputWithContext 

func (i *Schema) ToSchemaOutputWithContext(ctx context.Context) SchemaOutput

type SchemaArgs 

type SchemaArgs struct {
	// The domain of a Domain dataset group.
	Domain SchemaDomainPtrInput
	// Name for the schema.
	Name pulumi.StringPtrInput
	// A schema in Avro JSON format.
	Schema pulumi.StringInput
}

The set of arguments for constructing a Schema resource.

func (SchemaArgs) ElementType 

func (SchemaArgs) ElementType() reflect.Type

type SchemaDomain 

type SchemaDomain string

The domain of a Domain dataset group.

func (SchemaDomain) ElementType 

func (SchemaDomain) ElementType() reflect.Type

func (SchemaDomain) ToSchemaDomainOutput 

func (e SchemaDomain) ToSchemaDomainOutput() SchemaDomainOutput

func (SchemaDomain) ToSchemaDomainOutputWithContext 

func (e SchemaDomain) ToSchemaDomainOutputWithContext(ctx context.Context) SchemaDomainOutput

func (SchemaDomain) ToSchemaDomainPtrOutput 

func (e SchemaDomain) ToSchemaDomainPtrOutput() SchemaDomainPtrOutput

func (SchemaDomain) ToSchemaDomainPtrOutputWithContext 

func (e SchemaDomain) ToSchemaDomainPtrOutputWithContext(ctx context.Context) SchemaDomainPtrOutput

func (SchemaDomain) ToStringOutput 

func (e SchemaDomain) ToStringOutput() pulumi.StringOutput

func (SchemaDomain) ToStringOutputWithContext 

func (e SchemaDomain) ToStringOutputWithContext(ctx context.Context) pulumi.StringOutput

func (SchemaDomain) ToStringPtrOutput 

func (e SchemaDomain) ToStringPtrOutput() pulumi.StringPtrOutput

func (SchemaDomain) ToStringPtrOutputWithContext 

func (e SchemaDomain) ToStringPtrOutputWithContext(ctx context.Context) pulumi.StringPtrOutput

type SchemaDomainInput 

type SchemaDomainInput interface {
	pulumi.Input

	ToSchemaDomainOutput() SchemaDomainOutput
	ToSchemaDomainOutputWithContext(context.Context) SchemaDomainOutput
}

SchemaDomainInput is an input type that accepts values of the SchemaDomain enum A concrete instance of `SchemaDomainInput` can be one of the following: 

SchemaDomainEcommerce
SchemaDomainVideoOnDemand

type SchemaDomainOutput 

type SchemaDomainOutput struct{ *pulumi.OutputState }

func (SchemaDomainOutput) ElementType 

func (SchemaDomainOutput) ElementType() reflect.Type

func (SchemaDomainOutput) ToSchemaDomainOutput 

func (o SchemaDomainOutput) ToSchemaDomainOutput() SchemaDomainOutput

func (SchemaDomainOutput) ToSchemaDomainOutputWithContext 

func (o SchemaDomainOutput) ToSchemaDomainOutputWithContext(ctx context.Context) SchemaDomainOutput

func (SchemaDomainOutput) ToSchemaDomainPtrOutput 

func (o SchemaDomainOutput) ToSchemaDomainPtrOutput() SchemaDomainPtrOutput

func (SchemaDomainOutput) ToSchemaDomainPtrOutputWithContext 

func (o SchemaDomainOutput) ToSchemaDomainPtrOutputWithContext(ctx context.Context) SchemaDomainPtrOutput

func (SchemaDomainOutput) ToStringOutput 

func (o SchemaDomainOutput) ToStringOutput() pulumi.StringOutput

func (SchemaDomainOutput) ToStringOutputWithContext 

func (o SchemaDomainOutput) ToStringOutputWithContext(ctx context.Context) pulumi.StringOutput

func (SchemaDomainOutput) ToStringPtrOutput 

func (o SchemaDomainOutput) ToStringPtrOutput() pulumi.StringPtrOutput

func (SchemaDomainOutput) ToStringPtrOutputWithContext 

func (o SchemaDomainOutput) ToStringPtrOutputWithContext(ctx context.Context) pulumi.StringPtrOutput

type SchemaDomainPtrInput 

type SchemaDomainPtrInput interface {
	pulumi.Input

	ToSchemaDomainPtrOutput() SchemaDomainPtrOutput
	ToSchemaDomainPtrOutputWithContext(context.Context) SchemaDomainPtrOutput
}

func SchemaDomainPtr 

func SchemaDomainPtr(v string) SchemaDomainPtrInput

type SchemaDomainPtrOutput 

type SchemaDomainPtrOutput struct{ *pulumi.OutputState }

func (SchemaDomainPtrOutput) Elem 

func (o SchemaDomainPtrOutput) Elem() SchemaDomainOutput

func (SchemaDomainPtrOutput) ElementType 

func (SchemaDomainPtrOutput) ElementType() reflect.Type

func (SchemaDomainPtrOutput) ToSchemaDomainPtrOutput 

func (o SchemaDomainPtrOutput) ToSchemaDomainPtrOutput() SchemaDomainPtrOutput

func (SchemaDomainPtrOutput) ToSchemaDomainPtrOutputWithContext 

func (o SchemaDomainPtrOutput) ToSchemaDomainPtrOutputWithContext(ctx context.Context) SchemaDomainPtrOutput

func (SchemaDomainPtrOutput) ToStringPtrOutput 

func (o SchemaDomainPtrOutput) ToStringPtrOutput() pulumi.StringPtrOutput

func (SchemaDomainPtrOutput) ToStringPtrOutputWithContext 

func (o SchemaDomainPtrOutput) ToStringPtrOutputWithContext(ctx context.Context) pulumi.StringPtrOutput

type SchemaInput 

type SchemaInput interface {
	pulumi.Input

	ToSchemaOutput() SchemaOutput
	ToSchemaOutputWithContext(ctx context.Context) SchemaOutput
}

type SchemaOutput 

type SchemaOutput struct{ *pulumi.OutputState }

func (SchemaOutput) Domain added in v0.17.0 

func (o SchemaOutput) Domain() SchemaDomainPtrOutput

The domain of a Domain dataset group.

func (SchemaOutput) ElementType 

func (SchemaOutput) ElementType() reflect.Type

func (SchemaOutput) Name added in v0.17.0 

func (o SchemaOutput) Name() pulumi.StringOutput

Name for the schema.

func (SchemaOutput) Schema added in v0.17.0 

func (o SchemaOutput) Schema() pulumi.StringOutput

A schema in Avro JSON format.

func (SchemaOutput) SchemaArn added in v0.17.0 

func (o SchemaOutput) SchemaArn() pulumi.StringOutput

Arn for the schema.

func (SchemaOutput) ToSchemaOutput 

func (o SchemaOutput) ToSchemaOutput() SchemaOutput

func (SchemaOutput) ToSchemaOutputWithContext 

func (o SchemaOutput) ToSchemaOutputWithContext(ctx context.Context) SchemaOutput

type SchemaState 

type SchemaState struct {
}

func (SchemaState) ElementType 

func (SchemaState) ElementType() reflect.Type

type Solution 

type Solution struct {
	pulumi.CustomResourceState

	// The ARN of the dataset group that provides the training data.
	DatasetGroupArn pulumi.StringOutput `pulumi:"datasetGroupArn"`
	// 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.
	EventType pulumi.StringPtrOutput `pulumi:"eventType"`
	// The name for the solution
	Name pulumi.StringOutput `pulumi:"name"`
	// Whether to perform automated machine learning (AutoML). The default is false. For this case, you must specify recipeArn.
	PerformAutoMl pulumi.BoolPtrOutput `pulumi:"performAutoMl"`
	// 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.
	PerformHpo pulumi.BoolPtrOutput `pulumi:"performHpo"`
	// The ARN of the recipe to use for model training. Only specified when performAutoML is false.
	RecipeArn      pulumi.StringPtrOutput  `pulumi:"recipeArn"`
	SolutionArn    pulumi.StringOutput     `pulumi:"solutionArn"`
	SolutionConfig SolutionConfigPtrOutput `pulumi:"solutionConfig"`
}

Resource schema for AWS::Personalize::Solution.

## Example Usage ### Example

```go package main

import ( 

"github.com/pulumi/pulumi-aws-native/sdk/go/aws/personalize"
"github.com/pulumi/pulumi/sdk/v3/go/pulumi"

) 

func main() {
	pulumi.Run(func(ctx *pulumi.Context) error {
		_, err := personalize.NewSolution(ctx, "mySolution", &personalize.SolutionArgs{
			Name:            pulumi.String("my-solution-name"),
			DatasetGroupArn: pulumi.String("arn:aws:personalize:us-west-2:123456789012:dataset-group/my-dataset-group-name"),
			RecipeArn:       pulumi.String("arn:aws:personalize:::recipe/aws-user-personalization"),
			SolutionConfig: &personalize.SolutionConfigArgs{
				EventValueThreshold: pulumi.String(".05"),
			},
		})
		if err != nil {
			return err
		}
		return nil
	})
}

``` ### Example

```go package main

import ( 

"github.com/pulumi/pulumi-aws-native/sdk/go/aws/personalize"
"github.com/pulumi/pulumi/sdk/v3/go/pulumi"

) 

func main() {
	pulumi.Run(func(ctx *pulumi.Context) error {
		_, err := personalize.NewSolution(ctx, "mySolution", &personalize.SolutionArgs{
			Name:            pulumi.String("my-solution-name"),
			DatasetGroupArn: pulumi.String("arn:aws:personalize:us-west-2:123456789012:dataset-group/my-dataset-group-name"),
			RecipeArn:       pulumi.String("arn:aws:personalize:::recipe/aws-user-personalization"),
			SolutionConfig: &personalize.SolutionConfigArgs{
				EventValueThreshold: pulumi.String(".05"),
			},
		})
		if err != nil {
			return err
		}
		return nil
	})
}

```

func GetSolution 

func GetSolution(ctx *pulumi.Context,
	name string, id pulumi.IDInput, state *SolutionState, opts ...pulumi.ResourceOption) (*Solution, error)

GetSolution gets an existing Solution resource's state with the given name, ID, and optional state properties that are used to uniquely qualify the lookup (nil if not required).

func NewSolution 

func NewSolution(ctx *pulumi.Context,
	name string, args *SolutionArgs, opts ...pulumi.ResourceOption) (*Solution, error)

NewSolution registers a new resource with the given unique name, arguments, and options.

func (*Solution) ElementType 

func (*Solution) ElementType() reflect.Type

func (*Solution) ToSolutionOutput 

func (i *Solution) ToSolutionOutput() SolutionOutput

func (*Solution) ToSolutionOutputWithContext 

func (i *Solution) ToSolutionOutputWithContext(ctx context.Context) SolutionOutput

type SolutionArgs 

type SolutionArgs struct {
	// The ARN of the dataset group that provides the training data.
	DatasetGroupArn pulumi.StringInput
	// 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.
	EventType pulumi.StringPtrInput
	// The name for the solution
	Name pulumi.StringPtrInput
	// Whether to perform automated machine learning (AutoML). The default is false. For this case, you must specify recipeArn.
	PerformAutoMl pulumi.BoolPtrInput
	// 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.
	PerformHpo pulumi.BoolPtrInput
	// The ARN of the recipe to use for model training. Only specified when performAutoML is false.
	RecipeArn      pulumi.StringPtrInput
	SolutionConfig SolutionConfigPtrInput
}

The set of arguments for constructing a Solution resource.

func (SolutionArgs) ElementType 

func (SolutionArgs) ElementType() reflect.Type

type SolutionCategoricalHyperParameterRange 

type SolutionCategoricalHyperParameterRange struct {
	// The name of the hyperparameter.
	Name *string `pulumi:"name"`
	// A list of the categories for the hyperparameter.
	Values []string `pulumi:"values"`
}

Provides the name and values of a Categorical hyperparameter.

type SolutionCategoricalHyperParameterRangeArgs 

type SolutionCategoricalHyperParameterRangeArgs struct {
	// The name of the hyperparameter.
	Name pulumi.StringPtrInput `pulumi:"name"`
	// A list of the categories for the hyperparameter.
	Values pulumi.StringArrayInput `pulumi:"values"`
}

Provides the name and values of a Categorical hyperparameter.

func (SolutionCategoricalHyperParameterRangeArgs) ElementType 

func (SolutionCategoricalHyperParameterRangeArgs) ElementType() reflect.Type

func (SolutionCategoricalHyperParameterRangeArgs) ToSolutionCategoricalHyperParameterRangeOutput 

func (i SolutionCategoricalHyperParameterRangeArgs) ToSolutionCategoricalHyperParameterRangeOutput() SolutionCategoricalHyperParameterRangeOutput

func (SolutionCategoricalHyperParameterRangeArgs) ToSolutionCategoricalHyperParameterRangeOutputWithContext 

func (i SolutionCategoricalHyperParameterRangeArgs) ToSolutionCategoricalHyperParameterRangeOutputWithContext(ctx context.Context) SolutionCategoricalHyperParameterRangeOutput

type SolutionCategoricalHyperParameterRangeArray 

type SolutionCategoricalHyperParameterRangeArray []SolutionCategoricalHyperParameterRangeInput

func (SolutionCategoricalHyperParameterRangeArray) ElementType 

func (SolutionCategoricalHyperParameterRangeArray) ElementType() reflect.Type

func (SolutionCategoricalHyperParameterRangeArray) ToSolutionCategoricalHyperParameterRangeArrayOutput 

func (i SolutionCategoricalHyperParameterRangeArray) ToSolutionCategoricalHyperParameterRangeArrayOutput() SolutionCategoricalHyperParameterRangeArrayOutput

func (SolutionCategoricalHyperParameterRangeArray) ToSolutionCategoricalHyperParameterRangeArrayOutputWithContext 

func (i SolutionCategoricalHyperParameterRangeArray) ToSolutionCategoricalHyperParameterRangeArrayOutputWithContext(ctx context.Context) SolutionCategoricalHyperParameterRangeArrayOutput

type SolutionCategoricalHyperParameterRangeArrayInput 

type SolutionCategoricalHyperParameterRangeArrayInput interface {
	pulumi.Input

	ToSolutionCategoricalHyperParameterRangeArrayOutput() SolutionCategoricalHyperParameterRangeArrayOutput
	ToSolutionCategoricalHyperParameterRangeArrayOutputWithContext(context.Context) SolutionCategoricalHyperParameterRangeArrayOutput
}

SolutionCategoricalHyperParameterRangeArrayInput is an input type that accepts SolutionCategoricalHyperParameterRangeArray and SolutionCategoricalHyperParameterRangeArrayOutput values. You can construct a concrete instance of `SolutionCategoricalHyperParameterRangeArrayInput` via: 

SolutionCategoricalHyperParameterRangeArray{ SolutionCategoricalHyperParameterRangeArgs{...} }

type SolutionCategoricalHyperParameterRangeArrayOutput 

type SolutionCategoricalHyperParameterRangeArrayOutput struct{ *pulumi.OutputState }

func (SolutionCategoricalHyperParameterRangeArrayOutput) ElementType 

func (SolutionCategoricalHyperParameterRangeArrayOutput) ElementType() reflect.Type

func (SolutionCategoricalHyperParameterRangeArrayOutput) Index 

func (o SolutionCategoricalHyperParameterRangeArrayOutput) Index(i pulumi.IntInput) SolutionCategoricalHyperParameterRangeOutput

func (SolutionCategoricalHyperParameterRangeArrayOutput) ToSolutionCategoricalHyperParameterRangeArrayOutput 

func (o SolutionCategoricalHyperParameterRangeArrayOutput) ToSolutionCategoricalHyperParameterRangeArrayOutput() SolutionCategoricalHyperParameterRangeArrayOutput

func (SolutionCategoricalHyperParameterRangeArrayOutput) ToSolutionCategoricalHyperParameterRangeArrayOutputWithContext 

func (o SolutionCategoricalHyperParameterRangeArrayOutput) ToSolutionCategoricalHyperParameterRangeArrayOutputWithContext(ctx context.Context) SolutionCategoricalHyperParameterRangeArrayOutput

type SolutionCategoricalHyperParameterRangeInput 

type SolutionCategoricalHyperParameterRangeInput interface {
	pulumi.Input

	ToSolutionCategoricalHyperParameterRangeOutput() SolutionCategoricalHyperParameterRangeOutput
	ToSolutionCategoricalHyperParameterRangeOutputWithContext(context.Context) SolutionCategoricalHyperParameterRangeOutput
}

SolutionCategoricalHyperParameterRangeInput is an input type that accepts SolutionCategoricalHyperParameterRangeArgs and SolutionCategoricalHyperParameterRangeOutput values. You can construct a concrete instance of `SolutionCategoricalHyperParameterRangeInput` via: 

SolutionCategoricalHyperParameterRangeArgs{...}

type SolutionCategoricalHyperParameterRangeOutput 

type SolutionCategoricalHyperParameterRangeOutput struct{ *pulumi.OutputState }

Provides the name and values of a Categorical hyperparameter.

func (SolutionCategoricalHyperParameterRangeOutput) ElementType 

func (SolutionCategoricalHyperParameterRangeOutput) ElementType() reflect.Type

func (SolutionCategoricalHyperParameterRangeOutput) Name 

func (o SolutionCategoricalHyperParameterRangeOutput) Name() pulumi.StringPtrOutput

The name of the hyperparameter.

func (SolutionCategoricalHyperParameterRangeOutput) ToSolutionCategoricalHyperParameterRangeOutput 

func (o SolutionCategoricalHyperParameterRangeOutput) ToSolutionCategoricalHyperParameterRangeOutput() SolutionCategoricalHyperParameterRangeOutput

func (SolutionCategoricalHyperParameterRangeOutput) ToSolutionCategoricalHyperParameterRangeOutputWithContext 

func (o SolutionCategoricalHyperParameterRangeOutput) ToSolutionCategoricalHyperParameterRangeOutputWithContext(ctx context.Context) SolutionCategoricalHyperParameterRangeOutput

func (SolutionCategoricalHyperParameterRangeOutput) Values 

func (o SolutionCategoricalHyperParameterRangeOutput) Values() pulumi.StringArrayOutput

A list of the categories for the hyperparameter.

type SolutionConfig 

type SolutionConfig struct {
	// Lists the hyperparameter names and ranges.
	AlgorithmHyperParameters map[string]string `pulumi:"algorithmHyperParameters"`
	// The AutoMLConfig object containing a list of recipes to search when AutoML is performed.
	AutoMlConfig *SolutionConfigAutoMlConfigProperties `pulumi:"autoMlConfig"`
	// Only events with a value greater than or equal to this threshold are used for training a model.
	EventValueThreshold *string `pulumi:"eventValueThreshold"`
	// Lists the feature transformation parameters.
	FeatureTransformationParameters map[string]string `pulumi:"featureTransformationParameters"`
	// Describes the properties for hyperparameter optimization (HPO)
	HpoConfig *SolutionConfigHpoConfigProperties `pulumi:"hpoConfig"`
}

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

type SolutionConfigArgs 

type SolutionConfigArgs struct {
	// Lists the hyperparameter names and ranges.
	AlgorithmHyperParameters pulumi.StringMapInput `pulumi:"algorithmHyperParameters"`
	// The AutoMLConfig object containing a list of recipes to search when AutoML is performed.
	AutoMlConfig SolutionConfigAutoMlConfigPropertiesPtrInput `pulumi:"autoMlConfig"`
	// Only events with a value greater than or equal to this threshold are used for training a model.
	EventValueThreshold pulumi.StringPtrInput `pulumi:"eventValueThreshold"`
	// Lists the feature transformation parameters.
	FeatureTransformationParameters pulumi.StringMapInput `pulumi:"featureTransformationParameters"`
	// Describes the properties for hyperparameter optimization (HPO)
	HpoConfig SolutionConfigHpoConfigPropertiesPtrInput `pulumi:"hpoConfig"`
}

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

func (SolutionConfigArgs) ElementType 

func (SolutionConfigArgs) ElementType() reflect.Type

func (SolutionConfigArgs) ToSolutionConfigOutput 

func (i SolutionConfigArgs) ToSolutionConfigOutput() SolutionConfigOutput

func (SolutionConfigArgs) ToSolutionConfigOutputWithContext 

func (i SolutionConfigArgs) ToSolutionConfigOutputWithContext(ctx context.Context) SolutionConfigOutput

func (SolutionConfigArgs) ToSolutionConfigPtrOutput 

func (i SolutionConfigArgs) ToSolutionConfigPtrOutput() SolutionConfigPtrOutput

func (SolutionConfigArgs) ToSolutionConfigPtrOutputWithContext 

func (i SolutionConfigArgs) ToSolutionConfigPtrOutputWithContext(ctx context.Context) SolutionConfigPtrOutput

type SolutionConfigAutoMlConfigProperties added in v0.72.0 

type SolutionConfigAutoMlConfigProperties struct {
	// The metric to optimize.
	MetricName *string `pulumi:"metricName"`
	// The list of candidate recipes.
	RecipeList []string `pulumi:"recipeList"`
}

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

type SolutionConfigAutoMlConfigPropertiesArgs added in v0.72.0 

type SolutionConfigAutoMlConfigPropertiesArgs struct {
	// The metric to optimize.
	MetricName pulumi.StringPtrInput `pulumi:"metricName"`
	// The list of candidate recipes.
	RecipeList pulumi.StringArrayInput `pulumi:"recipeList"`
}

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

func (SolutionConfigAutoMlConfigPropertiesArgs) ElementType added in v0.72.0 

func (SolutionConfigAutoMlConfigPropertiesArgs) ElementType() reflect.Type

func (SolutionConfigAutoMlConfigPropertiesArgs) ToSolutionConfigAutoMlConfigPropertiesOutput added in v0.72.0 

func (i SolutionConfigAutoMlConfigPropertiesArgs) ToSolutionConfigAutoMlConfigPropertiesOutput() SolutionConfigAutoMlConfigPropertiesOutput

func (SolutionConfigAutoMlConfigPropertiesArgs) ToSolutionConfigAutoMlConfigPropertiesOutputWithContext added in v0.72.0 

func (i SolutionConfigAutoMlConfigPropertiesArgs) ToSolutionConfigAutoMlConfigPropertiesOutputWithContext(ctx context.Context) SolutionConfigAutoMlConfigPropertiesOutput

func (SolutionConfigAutoMlConfigPropertiesArgs) ToSolutionConfigAutoMlConfigPropertiesPtrOutput added in v0.72.0 

func (i SolutionConfigAutoMlConfigPropertiesArgs) ToSolutionConfigAutoMlConfigPropertiesPtrOutput() SolutionConfigAutoMlConfigPropertiesPtrOutput

func (SolutionConfigAutoMlConfigPropertiesArgs) ToSolutionConfigAutoMlConfigPropertiesPtrOutputWithContext added in v0.72.0 

func (i SolutionConfigAutoMlConfigPropertiesArgs) ToSolutionConfigAutoMlConfigPropertiesPtrOutputWithContext(ctx context.Context) SolutionConfigAutoMlConfigPropertiesPtrOutput

type SolutionConfigAutoMlConfigPropertiesInput added in v0.72.0 

type SolutionConfigAutoMlConfigPropertiesInput interface {
	pulumi.Input

	ToSolutionConfigAutoMlConfigPropertiesOutput() SolutionConfigAutoMlConfigPropertiesOutput
	ToSolutionConfigAutoMlConfigPropertiesOutputWithContext(context.Context) SolutionConfigAutoMlConfigPropertiesOutput
}

SolutionConfigAutoMlConfigPropertiesInput is an input type that accepts SolutionConfigAutoMlConfigPropertiesArgs and SolutionConfigAutoMlConfigPropertiesOutput values. You can construct a concrete instance of `SolutionConfigAutoMlConfigPropertiesInput` via: 

SolutionConfigAutoMlConfigPropertiesArgs{...}

type SolutionConfigAutoMlConfigPropertiesOutput added in v0.72.0 

type SolutionConfigAutoMlConfigPropertiesOutput struct{ *pulumi.OutputState }

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

func (SolutionConfigAutoMlConfigPropertiesOutput) ElementType added in v0.72.0 

func (SolutionConfigAutoMlConfigPropertiesOutput) ElementType() reflect.Type

func (SolutionConfigAutoMlConfigPropertiesOutput) MetricName added in v0.72.0 

func (o SolutionConfigAutoMlConfigPropertiesOutput) MetricName() pulumi.StringPtrOutput

The metric to optimize.

func (SolutionConfigAutoMlConfigPropertiesOutput) RecipeList added in v0.72.0 

func (o SolutionConfigAutoMlConfigPropertiesOutput) RecipeList() pulumi.StringArrayOutput

The list of candidate recipes.

func (SolutionConfigAutoMlConfigPropertiesOutput) ToSolutionConfigAutoMlConfigPropertiesOutput added in v0.72.0 

func (o SolutionConfigAutoMlConfigPropertiesOutput) ToSolutionConfigAutoMlConfigPropertiesOutput() SolutionConfigAutoMlConfigPropertiesOutput

func (SolutionConfigAutoMlConfigPropertiesOutput) ToSolutionConfigAutoMlConfigPropertiesOutputWithContext added in v0.72.0 

func (o SolutionConfigAutoMlConfigPropertiesOutput) ToSolutionConfigAutoMlConfigPropertiesOutputWithContext(ctx context.Context) SolutionConfigAutoMlConfigPropertiesOutput

func (SolutionConfigAutoMlConfigPropertiesOutput) ToSolutionConfigAutoMlConfigPropertiesPtrOutput added in v0.72.0 

func (o SolutionConfigAutoMlConfigPropertiesOutput) ToSolutionConfigAutoMlConfigPropertiesPtrOutput() SolutionConfigAutoMlConfigPropertiesPtrOutput

func (SolutionConfigAutoMlConfigPropertiesOutput) ToSolutionConfigAutoMlConfigPropertiesPtrOutputWithContext added in v0.72.0 

func (o SolutionConfigAutoMlConfigPropertiesOutput) ToSolutionConfigAutoMlConfigPropertiesPtrOutputWithContext(ctx context.Context) SolutionConfigAutoMlConfigPropertiesPtrOutput

type SolutionConfigAutoMlConfigPropertiesPtrInput added in v0.72.0 

type SolutionConfigAutoMlConfigPropertiesPtrInput interface {
	pulumi.Input

	ToSolutionConfigAutoMlConfigPropertiesPtrOutput() SolutionConfigAutoMlConfigPropertiesPtrOutput
	ToSolutionConfigAutoMlConfigPropertiesPtrOutputWithContext(context.Context) SolutionConfigAutoMlConfigPropertiesPtrOutput
}

SolutionConfigAutoMlConfigPropertiesPtrInput is an input type that accepts SolutionConfigAutoMlConfigPropertiesArgs, SolutionConfigAutoMlConfigPropertiesPtr and SolutionConfigAutoMlConfigPropertiesPtrOutput values. You can construct a concrete instance of `SolutionConfigAutoMlConfigPropertiesPtrInput` via: 

        SolutionConfigAutoMlConfigPropertiesArgs{...}

or:

        nil

func SolutionConfigAutoMlConfigPropertiesPtr added in v0.72.0 

func SolutionConfigAutoMlConfigPropertiesPtr(v *SolutionConfigAutoMlConfigPropertiesArgs) SolutionConfigAutoMlConfigPropertiesPtrInput

type SolutionConfigAutoMlConfigPropertiesPtrOutput added in v0.72.0 

type SolutionConfigAutoMlConfigPropertiesPtrOutput struct{ *pulumi.OutputState }

func (SolutionConfigAutoMlConfigPropertiesPtrOutput) Elem added in v0.72.0 

func (o SolutionConfigAutoMlConfigPropertiesPtrOutput) Elem() SolutionConfigAutoMlConfigPropertiesOutput

func (SolutionConfigAutoMlConfigPropertiesPtrOutput) ElementType added in v0.72.0 

func (SolutionConfigAutoMlConfigPropertiesPtrOutput) ElementType() reflect.Type

func (SolutionConfigAutoMlConfigPropertiesPtrOutput) MetricName added in v0.72.0 

func (o SolutionConfigAutoMlConfigPropertiesPtrOutput) MetricName() pulumi.StringPtrOutput

The metric to optimize.

func (SolutionConfigAutoMlConfigPropertiesPtrOutput) RecipeList added in v0.72.0 

func (o SolutionConfigAutoMlConfigPropertiesPtrOutput) RecipeList() pulumi.StringArrayOutput

The list of candidate recipes.

func (SolutionConfigAutoMlConfigPropertiesPtrOutput) ToSolutionConfigAutoMlConfigPropertiesPtrOutput added in v0.72.0 

func (o SolutionConfigAutoMlConfigPropertiesPtrOutput) ToSolutionConfigAutoMlConfigPropertiesPtrOutput() SolutionConfigAutoMlConfigPropertiesPtrOutput

func (SolutionConfigAutoMlConfigPropertiesPtrOutput) ToSolutionConfigAutoMlConfigPropertiesPtrOutputWithContext added in v0.72.0 

func (o SolutionConfigAutoMlConfigPropertiesPtrOutput) ToSolutionConfigAutoMlConfigPropertiesPtrOutputWithContext(ctx context.Context) SolutionConfigAutoMlConfigPropertiesPtrOutput

type SolutionConfigHpoConfigProperties 

type SolutionConfigHpoConfigProperties struct {
	// The hyperparameters and their allowable ranges
	AlgorithmHyperParameterRanges *SolutionConfigHpoConfigPropertiesAlgorithmHyperParameterRangesProperties `pulumi:"algorithmHyperParameterRanges"`
	// The metric to optimize during HPO.
	HpoObjective *SolutionConfigHpoConfigPropertiesHpoObjectiveProperties `pulumi:"hpoObjective"`
	// Describes the resource configuration for hyperparameter optimization (HPO).
	HpoResourceConfig *SolutionConfigHpoConfigPropertiesHpoResourceConfigProperties `pulumi:"hpoResourceConfig"`
}

Describes the properties for hyperparameter optimization (HPO)

type SolutionConfigHpoConfigPropertiesAlgorithmHyperParameterRangesProperties 

type SolutionConfigHpoConfigPropertiesAlgorithmHyperParameterRangesProperties struct {
	// The categorical hyperparameters and their ranges.
	CategoricalHyperParameterRanges []SolutionCategoricalHyperParameterRange `pulumi:"categoricalHyperParameterRanges"`
	// The continuous hyperparameters and their ranges.
	ContinuousHyperParameterRanges []SolutionContinuousHyperParameterRange `pulumi:"continuousHyperParameterRanges"`
	// The integer hyperparameters and their ranges.
	IntegerHyperParameterRanges []SolutionIntegerHyperParameterRange `pulumi:"integerHyperParameterRanges"`
}

The hyperparameters and their allowable ranges

type SolutionConfigHpoConfigPropertiesAlgorithmHyperParameterRangesPropertiesArgs 

type SolutionConfigHpoConfigPropertiesAlgorithmHyperParameterRangesPropertiesArgs struct {
	// The categorical hyperparameters and their ranges.
	CategoricalHyperParameterRanges SolutionCategoricalHyperParameterRangeArrayInput `pulumi:"categoricalHyperParameterRanges"`
	// The continuous hyperparameters and their ranges.
	ContinuousHyperParameterRanges SolutionContinuousHyperParameterRangeArrayInput `pulumi:"continuousHyperParameterRanges"`
	// The integer hyperparameters and their ranges.
	IntegerHyperParameterRanges SolutionIntegerHyperParameterRangeArrayInput `pulumi:"integerHyperParameterRanges"`
}

The hyperparameters and their allowable ranges

func (SolutionConfigHpoConfigPropertiesAlgorithmHyperParameterRangesPropertiesArgs) ElementType 

func (SolutionConfigHpoConfigPropertiesAlgorithmHyperParameterRangesPropertiesArgs) ElementType() reflect.Type

func (SolutionConfigHpoConfigPropertiesAlgorithmHyperParameterRangesPropertiesArgs) ToSolutionConfigHpoConfigPropertiesAlgorithmHyperParameterRangesPropertiesOutput 

func (i SolutionConfigHpoConfigPropertiesAlgorithmHyperParameterRangesPropertiesArgs) ToSolutionConfigHpoConfigPropertiesAlgorithmHyperParameterRangesPropertiesOutput() SolutionConfigHpoConfigPropertiesAlgorithmHyperParameterRangesPropertiesOutput

func (SolutionConfigHpoConfigPropertiesAlgorithmHyperParameterRangesPropertiesArgs) ToSolutionConfigHpoConfigPropertiesAlgorithmHyperParameterRangesPropertiesOutputWithContext 

func (i SolutionConfigHpoConfigPropertiesAlgorithmHyperParameterRangesPropertiesArgs) ToSolutionConfigHpoConfigPropertiesAlgorithmHyperParameterRangesPropertiesOutputWithContext(ctx context.Context) SolutionConfigHpoConfigPropertiesAlgorithmHyperParameterRangesPropertiesOutput

func (SolutionConfigHpoConfigPropertiesAlgorithmHyperParameterRangesPropertiesArgs) ToSolutionConfigHpoConfigPropertiesAlgorithmHyperParameterRangesPropertiesPtrOutput 

func (i SolutionConfigHpoConfigPropertiesAlgorithmHyperParameterRangesPropertiesArgs) ToSolutionConfigHpoConfigPropertiesAlgorithmHyperParameterRangesPropertiesPtrOutput() SolutionConfigHpoConfigPropertiesAlgorithmHyperParameterRangesPropertiesPtrOutput

func (SolutionConfigHpoConfigPropertiesAlgorithmHyperParameterRangesPropertiesArgs) ToSolutionConfigHpoConfigPropertiesAlgorithmHyperParameterRangesPropertiesPtrOutputWithContext 

func (i SolutionConfigHpoConfigPropertiesAlgorithmHyperParameterRangesPropertiesArgs) ToSolutionConfigHpoConfigPropertiesAlgorithmHyperParameterRangesPropertiesPtrOutputWithContext(ctx context.Context) SolutionConfigHpoConfigPropertiesAlgorithmHyperParameterRangesPropertiesPtrOutput

type SolutionConfigHpoConfigPropertiesAlgorithmHyperParameterRangesPropertiesInput 

type SolutionConfigHpoConfigPropertiesAlgorithmHyperParameterRangesPropertiesInput interface {
	pulumi.Input

	ToSolutionConfigHpoConfigPropertiesAlgorithmHyperParameterRangesPropertiesOutput() SolutionConfigHpoConfigPropertiesAlgorithmHyperParameterRangesPropertiesOutput
	ToSolutionConfigHpoConfigPropertiesAlgorithmHyperParameterRangesPropertiesOutputWithContext(context.Context) SolutionConfigHpoConfigPropertiesAlgorithmHyperParameterRangesPropertiesOutput
}

SolutionConfigHpoConfigPropertiesAlgorithmHyperParameterRangesPropertiesInput is an input type that accepts SolutionConfigHpoConfigPropertiesAlgorithmHyperParameterRangesPropertiesArgs and SolutionConfigHpoConfigPropertiesAlgorithmHyperParameterRangesPropertiesOutput values. You can construct a concrete instance of `SolutionConfigHpoConfigPropertiesAlgorithmHyperParameterRangesPropertiesInput` via: 

SolutionConfigHpoConfigPropertiesAlgorithmHyperParameterRangesPropertiesArgs{...}

type SolutionConfigHpoConfigPropertiesAlgorithmHyperParameterRangesPropertiesOutput 

type SolutionConfigHpoConfigPropertiesAlgorithmHyperParameterRangesPropertiesOutput struct{ *pulumi.OutputState }

The hyperparameters and their allowable ranges

func (SolutionConfigHpoConfigPropertiesAlgorithmHyperParameterRangesPropertiesOutput) CategoricalHyperParameterRanges 

func (o SolutionConfigHpoConfigPropertiesAlgorithmHyperParameterRangesPropertiesOutput) CategoricalHyperParameterRanges() SolutionCategoricalHyperParameterRangeArrayOutput

The categorical hyperparameters and their ranges.

func (SolutionConfigHpoConfigPropertiesAlgorithmHyperParameterRangesPropertiesOutput) ContinuousHyperParameterRanges 

func (o SolutionConfigHpoConfigPropertiesAlgorithmHyperParameterRangesPropertiesOutput) ContinuousHyperParameterRanges() SolutionContinuousHyperParameterRangeArrayOutput

The continuous hyperparameters and their ranges.

func (SolutionConfigHpoConfigPropertiesAlgorithmHyperParameterRangesPropertiesOutput) ElementType 

func (SolutionConfigHpoConfigPropertiesAlgorithmHyperParameterRangesPropertiesOutput) ElementType() reflect.Type

func (SolutionConfigHpoConfigPropertiesAlgorithmHyperParameterRangesPropertiesOutput) IntegerHyperParameterRanges 

func (o SolutionConfigHpoConfigPropertiesAlgorithmHyperParameterRangesPropertiesOutput) IntegerHyperParameterRanges() SolutionIntegerHyperParameterRangeArrayOutput

The integer hyperparameters and their ranges.

func (SolutionConfigHpoConfigPropertiesAlgorithmHyperParameterRangesPropertiesOutput) ToSolutionConfigHpoConfigPropertiesAlgorithmHyperParameterRangesPropertiesOutput 

func (o SolutionConfigHpoConfigPropertiesAlgorithmHyperParameterRangesPropertiesOutput) ToSolutionConfigHpoConfigPropertiesAlgorithmHyperParameterRangesPropertiesOutput() SolutionConfigHpoConfigPropertiesAlgorithmHyperParameterRangesPropertiesOutput

func (SolutionConfigHpoConfigPropertiesAlgorithmHyperParameterRangesPropertiesOutput) ToSolutionConfigHpoConfigPropertiesAlgorithmHyperParameterRangesPropertiesOutputWithContext 

func (o SolutionConfigHpoConfigPropertiesAlgorithmHyperParameterRangesPropertiesOutput) ToSolutionConfigHpoConfigPropertiesAlgorithmHyperParameterRangesPropertiesOutputWithContext(ctx context.Context) SolutionConfigHpoConfigPropertiesAlgorithmHyperParameterRangesPropertiesOutput

func (SolutionConfigHpoConfigPropertiesAlgorithmHyperParameterRangesPropertiesOutput) ToSolutionConfigHpoConfigPropertiesAlgorithmHyperParameterRangesPropertiesPtrOutput 

func (o SolutionConfigHpoConfigPropertiesAlgorithmHyperParameterRangesPropertiesOutput) ToSolutionConfigHpoConfigPropertiesAlgorithmHyperParameterRangesPropertiesPtrOutput() SolutionConfigHpoConfigPropertiesAlgorithmHyperParameterRangesPropertiesPtrOutput

func (SolutionConfigHpoConfigPropertiesAlgorithmHyperParameterRangesPropertiesOutput) ToSolutionConfigHpoConfigPropertiesAlgorithmHyperParameterRangesPropertiesPtrOutputWithContext 

func (o SolutionConfigHpoConfigPropertiesAlgorithmHyperParameterRangesPropertiesOutput) ToSolutionConfigHpoConfigPropertiesAlgorithmHyperParameterRangesPropertiesPtrOutputWithContext(ctx context.Context) SolutionConfigHpoConfigPropertiesAlgorithmHyperParameterRangesPropertiesPtrOutput

type SolutionConfigHpoConfigPropertiesAlgorithmHyperParameterRangesPropertiesPtrInput 

type SolutionConfigHpoConfigPropertiesAlgorithmHyperParameterRangesPropertiesPtrInput interface {
	pulumi.Input

	ToSolutionConfigHpoConfigPropertiesAlgorithmHyperParameterRangesPropertiesPtrOutput() SolutionConfigHpoConfigPropertiesAlgorithmHyperParameterRangesPropertiesPtrOutput
	ToSolutionConfigHpoConfigPropertiesAlgorithmHyperParameterRangesPropertiesPtrOutputWithContext(context.Context) SolutionConfigHpoConfigPropertiesAlgorithmHyperParameterRangesPropertiesPtrOutput
}

SolutionConfigHpoConfigPropertiesAlgorithmHyperParameterRangesPropertiesPtrInput is an input type that accepts SolutionConfigHpoConfigPropertiesAlgorithmHyperParameterRangesPropertiesArgs, SolutionConfigHpoConfigPropertiesAlgorithmHyperParameterRangesPropertiesPtr and SolutionConfigHpoConfigPropertiesAlgorithmHyperParameterRangesPropertiesPtrOutput values. You can construct a concrete instance of `SolutionConfigHpoConfigPropertiesAlgorithmHyperParameterRangesPropertiesPtrInput` via: 

        SolutionConfigHpoConfigPropertiesAlgorithmHyperParameterRangesPropertiesArgs{...}

or:

        nil

func SolutionConfigHpoConfigPropertiesAlgorithmHyperParameterRangesPropertiesPtr 

func SolutionConfigHpoConfigPropertiesAlgorithmHyperParameterRangesPropertiesPtr(v *SolutionConfigHpoConfigPropertiesAlgorithmHyperParameterRangesPropertiesArgs) SolutionConfigHpoConfigPropertiesAlgorithmHyperParameterRangesPropertiesPtrInput

type SolutionConfigHpoConfigPropertiesAlgorithmHyperParameterRangesPropertiesPtrOutput 

type SolutionConfigHpoConfigPropertiesAlgorithmHyperParameterRangesPropertiesPtrOutput struct{ *pulumi.OutputState }

func (SolutionConfigHpoConfigPropertiesAlgorithmHyperParameterRangesPropertiesPtrOutput) CategoricalHyperParameterRanges 

func (o SolutionConfigHpoConfigPropertiesAlgorithmHyperParameterRangesPropertiesPtrOutput) CategoricalHyperParameterRanges() SolutionCategoricalHyperParameterRangeArrayOutput

The categorical hyperparameters and their ranges.

func (SolutionConfigHpoConfigPropertiesAlgorithmHyperParameterRangesPropertiesPtrOutput) ContinuousHyperParameterRanges 

func (o SolutionConfigHpoConfigPropertiesAlgorithmHyperParameterRangesPropertiesPtrOutput) ContinuousHyperParameterRanges() SolutionContinuousHyperParameterRangeArrayOutput

The continuous hyperparameters and their ranges.

func (SolutionConfigHpoConfigPropertiesAlgorithmHyperParameterRangesPropertiesPtrOutput) Elem 

func (o SolutionConfigHpoConfigPropertiesAlgorithmHyperParameterRangesPropertiesPtrOutput) Elem() SolutionConfigHpoConfigPropertiesAlgorithmHyperParameterRangesPropertiesOutput

func (SolutionConfigHpoConfigPropertiesAlgorithmHyperParameterRangesPropertiesPtrOutput) ElementType 

func (SolutionConfigHpoConfigPropertiesAlgorithmHyperParameterRangesPropertiesPtrOutput) ElementType() reflect.Type

func (SolutionConfigHpoConfigPropertiesAlgorithmHyperParameterRangesPropertiesPtrOutput) IntegerHyperParameterRanges 

func (o SolutionConfigHpoConfigPropertiesAlgorithmHyperParameterRangesPropertiesPtrOutput) IntegerHyperParameterRanges() SolutionIntegerHyperParameterRangeArrayOutput

The integer hyperparameters and their ranges.

func (SolutionConfigHpoConfigPropertiesAlgorithmHyperParameterRangesPropertiesPtrOutput) ToSolutionConfigHpoConfigPropertiesAlgorithmHyperParameterRangesPropertiesPtrOutput 

func (o SolutionConfigHpoConfigPropertiesAlgorithmHyperParameterRangesPropertiesPtrOutput) ToSolutionConfigHpoConfigPropertiesAlgorithmHyperParameterRangesPropertiesPtrOutput() SolutionConfigHpoConfigPropertiesAlgorithmHyperParameterRangesPropertiesPtrOutput

func (SolutionConfigHpoConfigPropertiesAlgorithmHyperParameterRangesPropertiesPtrOutput) ToSolutionConfigHpoConfigPropertiesAlgorithmHyperParameterRangesPropertiesPtrOutputWithContext 

func (o SolutionConfigHpoConfigPropertiesAlgorithmHyperParameterRangesPropertiesPtrOutput) ToSolutionConfigHpoConfigPropertiesAlgorithmHyperParameterRangesPropertiesPtrOutputWithContext(ctx context.Context) SolutionConfigHpoConfigPropertiesAlgorithmHyperParameterRangesPropertiesPtrOutput

type SolutionConfigHpoConfigPropertiesArgs 

type SolutionConfigHpoConfigPropertiesArgs struct {
	// The hyperparameters and their allowable ranges
	AlgorithmHyperParameterRanges SolutionConfigHpoConfigPropertiesAlgorithmHyperParameterRangesPropertiesPtrInput `pulumi:"algorithmHyperParameterRanges"`
	// The metric to optimize during HPO.
	HpoObjective SolutionConfigHpoConfigPropertiesHpoObjectivePropertiesPtrInput `pulumi:"hpoObjective"`
	// Describes the resource configuration for hyperparameter optimization (HPO).
	HpoResourceConfig SolutionConfigHpoConfigPropertiesHpoResourceConfigPropertiesPtrInput `pulumi:"hpoResourceConfig"`
}

Describes the properties for hyperparameter optimization (HPO)

func (SolutionConfigHpoConfigPropertiesArgs) ElementType 

func (SolutionConfigHpoConfigPropertiesArgs) ElementType() reflect.Type

func (SolutionConfigHpoConfigPropertiesArgs) ToSolutionConfigHpoConfigPropertiesOutput 

func (i SolutionConfigHpoConfigPropertiesArgs) ToSolutionConfigHpoConfigPropertiesOutput() SolutionConfigHpoConfigPropertiesOutput

func (SolutionConfigHpoConfigPropertiesArgs) ToSolutionConfigHpoConfigPropertiesOutputWithContext 

func (i SolutionConfigHpoConfigPropertiesArgs) ToSolutionConfigHpoConfigPropertiesOutputWithContext(ctx context.Context) SolutionConfigHpoConfigPropertiesOutput

func (SolutionConfigHpoConfigPropertiesArgs) ToSolutionConfigHpoConfigPropertiesPtrOutput 

func (i SolutionConfigHpoConfigPropertiesArgs) ToSolutionConfigHpoConfigPropertiesPtrOutput() SolutionConfigHpoConfigPropertiesPtrOutput

func (SolutionConfigHpoConfigPropertiesArgs) ToSolutionConfigHpoConfigPropertiesPtrOutputWithContext 

func (i SolutionConfigHpoConfigPropertiesArgs) ToSolutionConfigHpoConfigPropertiesPtrOutputWithContext(ctx context.Context) SolutionConfigHpoConfigPropertiesPtrOutput

type SolutionConfigHpoConfigPropertiesHpoObjectiveProperties 

type SolutionConfigHpoConfigPropertiesHpoObjectiveProperties struct {
	// The name of the metric
	MetricName *string `pulumi:"metricName"`
	// A regular expression for finding the metric in the training job logs.
	MetricRegex *string `pulumi:"metricRegex"`
	// The type of the metric. Valid values are Maximize and Minimize.
	Type *SolutionConfigHpoConfigPropertiesHpoObjectivePropertiesType `pulumi:"type"`
}

The metric to optimize during HPO.

type SolutionConfigHpoConfigPropertiesHpoObjectivePropertiesArgs 

type SolutionConfigHpoConfigPropertiesHpoObjectivePropertiesArgs struct {
	// The name of the metric
	MetricName pulumi.StringPtrInput `pulumi:"metricName"`
	// A regular expression for finding the metric in the training job logs.
	MetricRegex pulumi.StringPtrInput `pulumi:"metricRegex"`
	// The type of the metric. Valid values are Maximize and Minimize.
	Type SolutionConfigHpoConfigPropertiesHpoObjectivePropertiesTypePtrInput `pulumi:"type"`
}

The metric to optimize during HPO.

func (SolutionConfigHpoConfigPropertiesHpoObjectivePropertiesArgs) ElementType 

func (SolutionConfigHpoConfigPropertiesHpoObjectivePropertiesArgs) ElementType() reflect.Type

func (SolutionConfigHpoConfigPropertiesHpoObjectivePropertiesArgs) ToSolutionConfigHpoConfigPropertiesHpoObjectivePropertiesOutput 

func (i SolutionConfigHpoConfigPropertiesHpoObjectivePropertiesArgs) ToSolutionConfigHpoConfigPropertiesHpoObjectivePropertiesOutput() SolutionConfigHpoConfigPropertiesHpoObjectivePropertiesOutput

func (SolutionConfigHpoConfigPropertiesHpoObjectivePropertiesArgs) ToSolutionConfigHpoConfigPropertiesHpoObjectivePropertiesOutputWithContext 

func (i SolutionConfigHpoConfigPropertiesHpoObjectivePropertiesArgs) ToSolutionConfigHpoConfigPropertiesHpoObjectivePropertiesOutputWithContext(ctx context.Context) SolutionConfigHpoConfigPropertiesHpoObjectivePropertiesOutput

func (SolutionConfigHpoConfigPropertiesHpoObjectivePropertiesArgs) ToSolutionConfigHpoConfigPropertiesHpoObjectivePropertiesPtrOutput 

func (i SolutionConfigHpoConfigPropertiesHpoObjectivePropertiesArgs) ToSolutionConfigHpoConfigPropertiesHpoObjectivePropertiesPtrOutput() SolutionConfigHpoConfigPropertiesHpoObjectivePropertiesPtrOutput

func (SolutionConfigHpoConfigPropertiesHpoObjectivePropertiesArgs) ToSolutionConfigHpoConfigPropertiesHpoObjectivePropertiesPtrOutputWithContext 

func (i SolutionConfigHpoConfigPropertiesHpoObjectivePropertiesArgs) ToSolutionConfigHpoConfigPropertiesHpoObjectivePropertiesPtrOutputWithContext(ctx context.Context) SolutionConfigHpoConfigPropertiesHpoObjectivePropertiesPtrOutput

type SolutionConfigHpoConfigPropertiesHpoObjectivePropertiesInput 

type SolutionConfigHpoConfigPropertiesHpoObjectivePropertiesInput interface {
	pulumi.Input

	ToSolutionConfigHpoConfigPropertiesHpoObjectivePropertiesOutput() SolutionConfigHpoConfigPropertiesHpoObjectivePropertiesOutput
	ToSolutionConfigHpoConfigPropertiesHpoObjectivePropertiesOutputWithContext(context.Context) SolutionConfigHpoConfigPropertiesHpoObjectivePropertiesOutput
}

SolutionConfigHpoConfigPropertiesHpoObjectivePropertiesInput is an input type that accepts SolutionConfigHpoConfigPropertiesHpoObjectivePropertiesArgs and SolutionConfigHpoConfigPropertiesHpoObjectivePropertiesOutput values. You can construct a concrete instance of `SolutionConfigHpoConfigPropertiesHpoObjectivePropertiesInput` via: 

SolutionConfigHpoConfigPropertiesHpoObjectivePropertiesArgs{...}

type SolutionConfigHpoConfigPropertiesHpoObjectivePropertiesOutput 

type SolutionConfigHpoConfigPropertiesHpoObjectivePropertiesOutput struct{ *pulumi.OutputState }

The metric to optimize during HPO.

func (SolutionConfigHpoConfigPropertiesHpoObjectivePropertiesOutput) ElementType 

func (SolutionConfigHpoConfigPropertiesHpoObjectivePropertiesOutput) ElementType() reflect.Type

func (SolutionConfigHpoConfigPropertiesHpoObjectivePropertiesOutput) MetricName 

func (o SolutionConfigHpoConfigPropertiesHpoObjectivePropertiesOutput) MetricName() pulumi.StringPtrOutput

The name of the metric

func (SolutionConfigHpoConfigPropertiesHpoObjectivePropertiesOutput) MetricRegex 

func (o SolutionConfigHpoConfigPropertiesHpoObjectivePropertiesOutput) MetricRegex() pulumi.StringPtrOutput

A regular expression for finding the metric in the training job logs.

func (SolutionConfigHpoConfigPropertiesHpoObjectivePropertiesOutput) ToSolutionConfigHpoConfigPropertiesHpoObjectivePropertiesOutput 

func (o SolutionConfigHpoConfigPropertiesHpoObjectivePropertiesOutput) ToSolutionConfigHpoConfigPropertiesHpoObjectivePropertiesOutput() SolutionConfigHpoConfigPropertiesHpoObjectivePropertiesOutput

func (SolutionConfigHpoConfigPropertiesHpoObjectivePropertiesOutput) ToSolutionConfigHpoConfigPropertiesHpoObjectivePropertiesOutputWithContext 

func (o SolutionConfigHpoConfigPropertiesHpoObjectivePropertiesOutput) ToSolutionConfigHpoConfigPropertiesHpoObjectivePropertiesOutputWithContext(ctx context.Context) SolutionConfigHpoConfigPropertiesHpoObjectivePropertiesOutput

func (SolutionConfigHpoConfigPropertiesHpoObjectivePropertiesOutput) ToSolutionConfigHpoConfigPropertiesHpoObjectivePropertiesPtrOutput 

func (o SolutionConfigHpoConfigPropertiesHpoObjectivePropertiesOutput) ToSolutionConfigHpoConfigPropertiesHpoObjectivePropertiesPtrOutput() SolutionConfigHpoConfigPropertiesHpoObjectivePropertiesPtrOutput

func (SolutionConfigHpoConfigPropertiesHpoObjectivePropertiesOutput) ToSolutionConfigHpoConfigPropertiesHpoObjectivePropertiesPtrOutputWithContext 

func (o SolutionConfigHpoConfigPropertiesHpoObjectivePropertiesOutput) ToSolutionConfigHpoConfigPropertiesHpoObjectivePropertiesPtrOutputWithContext(ctx context.Context) SolutionConfigHpoConfigPropertiesHpoObjectivePropertiesPtrOutput

func (SolutionConfigHpoConfigPropertiesHpoObjectivePropertiesOutput) Type 

func (o SolutionConfigHpoConfigPropertiesHpoObjectivePropertiesOutput) Type() SolutionConfigHpoConfigPropertiesHpoObjectivePropertiesTypePtrOutput

The type of the metric. Valid values are Maximize and Minimize.

type SolutionConfigHpoConfigPropertiesHpoObjectivePropertiesPtrInput 

type SolutionConfigHpoConfigPropertiesHpoObjectivePropertiesPtrInput interface {
	pulumi.Input

	ToSolutionConfigHpoConfigPropertiesHpoObjectivePropertiesPtrOutput() SolutionConfigHpoConfigPropertiesHpoObjectivePropertiesPtrOutput
	ToSolutionConfigHpoConfigPropertiesHpoObjectivePropertiesPtrOutputWithContext(context.Context) SolutionConfigHpoConfigPropertiesHpoObjectivePropertiesPtrOutput
}

SolutionConfigHpoConfigPropertiesHpoObjectivePropertiesPtrInput is an input type that accepts SolutionConfigHpoConfigPropertiesHpoObjectivePropertiesArgs, SolutionConfigHpoConfigPropertiesHpoObjectivePropertiesPtr and SolutionConfigHpoConfigPropertiesHpoObjectivePropertiesPtrOutput values. You can construct a concrete instance of `SolutionConfigHpoConfigPropertiesHpoObjectivePropertiesPtrInput` via: 

        SolutionConfigHpoConfigPropertiesHpoObjectivePropertiesArgs{...}

or:

        nil

func SolutionConfigHpoConfigPropertiesHpoObjectivePropertiesPtr 

func SolutionConfigHpoConfigPropertiesHpoObjectivePropertiesPtr(v *SolutionConfigHpoConfigPropertiesHpoObjectivePropertiesArgs) SolutionConfigHpoConfigPropertiesHpoObjectivePropertiesPtrInput

type SolutionConfigHpoConfigPropertiesHpoObjectivePropertiesPtrOutput 

type SolutionConfigHpoConfigPropertiesHpoObjectivePropertiesPtrOutput struct{ *pulumi.OutputState }

func (SolutionConfigHpoConfigPropertiesHpoObjectivePropertiesPtrOutput) Elem 

func (o SolutionConfigHpoConfigPropertiesHpoObjectivePropertiesPtrOutput) Elem() SolutionConfigHpoConfigPropertiesHpoObjectivePropertiesOutput

func (SolutionConfigHpoConfigPropertiesHpoObjectivePropertiesPtrOutput) ElementType 

func (SolutionConfigHpoConfigPropertiesHpoObjectivePropertiesPtrOutput) ElementType() reflect.Type

func (SolutionConfigHpoConfigPropertiesHpoObjectivePropertiesPtrOutput) MetricName 

func (o SolutionConfigHpoConfigPropertiesHpoObjectivePropertiesPtrOutput) MetricName() pulumi.StringPtrOutput

The name of the metric

func (SolutionConfigHpoConfigPropertiesHpoObjectivePropertiesPtrOutput) MetricRegex 

func (o SolutionConfigHpoConfigPropertiesHpoObjectivePropertiesPtrOutput) MetricRegex() pulumi.StringPtrOutput

A regular expression for finding the metric in the training job logs.

func (SolutionConfigHpoConfigPropertiesHpoObjectivePropertiesPtrOutput) ToSolutionConfigHpoConfigPropertiesHpoObjectivePropertiesPtrOutput 

func (o SolutionConfigHpoConfigPropertiesHpoObjectivePropertiesPtrOutput) ToSolutionConfigHpoConfigPropertiesHpoObjectivePropertiesPtrOutput() SolutionConfigHpoConfigPropertiesHpoObjectivePropertiesPtrOutput

func (SolutionConfigHpoConfigPropertiesHpoObjectivePropertiesPtrOutput) ToSolutionConfigHpoConfigPropertiesHpoObjectivePropertiesPtrOutputWithContext 

func (o SolutionConfigHpoConfigPropertiesHpoObjectivePropertiesPtrOutput) ToSolutionConfigHpoConfigPropertiesHpoObjectivePropertiesPtrOutputWithContext(ctx context.Context) SolutionConfigHpoConfigPropertiesHpoObjectivePropertiesPtrOutput

func (SolutionConfigHpoConfigPropertiesHpoObjectivePropertiesPtrOutput) Type 

func (o SolutionConfigHpoConfigPropertiesHpoObjectivePropertiesPtrOutput) Type() SolutionConfigHpoConfigPropertiesHpoObjectivePropertiesTypePtrOutput

The type of the metric. Valid values are Maximize and Minimize.

type SolutionConfigHpoConfigPropertiesHpoObjectivePropertiesType 

type SolutionConfigHpoConfigPropertiesHpoObjectivePropertiesType string

The type of the metric. Valid values are Maximize and Minimize.

func (SolutionConfigHpoConfigPropertiesHpoObjectivePropertiesType) ElementType 

func (SolutionConfigHpoConfigPropertiesHpoObjectivePropertiesType) ElementType() reflect.Type

func (SolutionConfigHpoConfigPropertiesHpoObjectivePropertiesType) ToSolutionConfigHpoConfigPropertiesHpoObjectivePropertiesTypeOutput 

func (e SolutionConfigHpoConfigPropertiesHpoObjectivePropertiesType) ToSolutionConfigHpoConfigPropertiesHpoObjectivePropertiesTypeOutput() SolutionConfigHpoConfigPropertiesHpoObjectivePropertiesTypeOutput

func (SolutionConfigHpoConfigPropertiesHpoObjectivePropertiesType) ToSolutionConfigHpoConfigPropertiesHpoObjectivePropertiesTypeOutputWithContext 

func (e SolutionConfigHpoConfigPropertiesHpoObjectivePropertiesType) ToSolutionConfigHpoConfigPropertiesHpoObjectivePropertiesTypeOutputWithContext(ctx context.Context) SolutionConfigHpoConfigPropertiesHpoObjectivePropertiesTypeOutput

func (SolutionConfigHpoConfigPropertiesHpoObjectivePropertiesType) ToSolutionConfigHpoConfigPropertiesHpoObjectivePropertiesTypePtrOutput 

func (e SolutionConfigHpoConfigPropertiesHpoObjectivePropertiesType) ToSolutionConfigHpoConfigPropertiesHpoObjectivePropertiesTypePtrOutput() SolutionConfigHpoConfigPropertiesHpoObjectivePropertiesTypePtrOutput

func (SolutionConfigHpoConfigPropertiesHpoObjectivePropertiesType) ToSolutionConfigHpoConfigPropertiesHpoObjectivePropertiesTypePtrOutputWithContext 

func (e SolutionConfigHpoConfigPropertiesHpoObjectivePropertiesType) ToSolutionConfigHpoConfigPropertiesHpoObjectivePropertiesTypePtrOutputWithContext(ctx context.Context) SolutionConfigHpoConfigPropertiesHpoObjectivePropertiesTypePtrOutput

func (SolutionConfigHpoConfigPropertiesHpoObjectivePropertiesType) ToStringOutput 

func (e SolutionConfigHpoConfigPropertiesHpoObjectivePropertiesType) ToStringOutput() pulumi.StringOutput

func (SolutionConfigHpoConfigPropertiesHpoObjectivePropertiesType) ToStringOutputWithContext 

func (e SolutionConfigHpoConfigPropertiesHpoObjectivePropertiesType) ToStringOutputWithContext(ctx context.Context) pulumi.StringOutput

func (SolutionConfigHpoConfigPropertiesHpoObjectivePropertiesType) ToStringPtrOutput 

func (e SolutionConfigHpoConfigPropertiesHpoObjectivePropertiesType) ToStringPtrOutput() pulumi.StringPtrOutput

func (SolutionConfigHpoConfigPropertiesHpoObjectivePropertiesType) ToStringPtrOutputWithContext 

func (e SolutionConfigHpoConfigPropertiesHpoObjectivePropertiesType) ToStringPtrOutputWithContext(ctx context.Context) pulumi.StringPtrOutput

type SolutionConfigHpoConfigPropertiesHpoObjectivePropertiesTypeInput 

type SolutionConfigHpoConfigPropertiesHpoObjectivePropertiesTypeInput interface {
	pulumi.Input

	ToSolutionConfigHpoConfigPropertiesHpoObjectivePropertiesTypeOutput() SolutionConfigHpoConfigPropertiesHpoObjectivePropertiesTypeOutput
	ToSolutionConfigHpoConfigPropertiesHpoObjectivePropertiesTypeOutputWithContext(context.Context) SolutionConfigHpoConfigPropertiesHpoObjectivePropertiesTypeOutput
}

SolutionConfigHpoConfigPropertiesHpoObjectivePropertiesTypeInput is an input type that accepts values of the SolutionConfigHpoConfigPropertiesHpoObjectivePropertiesType enum A concrete instance of `SolutionConfigHpoConfigPropertiesHpoObjectivePropertiesTypeInput` can be one of the following: 

SolutionConfigHpoConfigPropertiesHpoObjectivePropertiesTypeMaximize
SolutionConfigHpoConfigPropertiesHpoObjectivePropertiesTypeMinimize

type SolutionConfigHpoConfigPropertiesHpoObjectivePropertiesTypeOutput 

type SolutionConfigHpoConfigPropertiesHpoObjectivePropertiesTypeOutput struct{ *pulumi.OutputState }

func (SolutionConfigHpoConfigPropertiesHpoObjectivePropertiesTypeOutput) ElementType 

func (SolutionConfigHpoConfigPropertiesHpoObjectivePropertiesTypeOutput) ElementType() reflect.Type

func (SolutionConfigHpoConfigPropertiesHpoObjectivePropertiesTypeOutput) ToSolutionConfigHpoConfigPropertiesHpoObjectivePropertiesTypeOutput 

func (o SolutionConfigHpoConfigPropertiesHpoObjectivePropertiesTypeOutput) ToSolutionConfigHpoConfigPropertiesHpoObjectivePropertiesTypeOutput() SolutionConfigHpoConfigPropertiesHpoObjectivePropertiesTypeOutput

func (SolutionConfigHpoConfigPropertiesHpoObjectivePropertiesTypeOutput) ToSolutionConfigHpoConfigPropertiesHpoObjectivePropertiesTypeOutputWithContext 

func (o SolutionConfigHpoConfigPropertiesHpoObjectivePropertiesTypeOutput) ToSolutionConfigHpoConfigPropertiesHpoObjectivePropertiesTypeOutputWithContext(ctx context.Context) SolutionConfigHpoConfigPropertiesHpoObjectivePropertiesTypeOutput

func (SolutionConfigHpoConfigPropertiesHpoObjectivePropertiesTypeOutput) ToSolutionConfigHpoConfigPropertiesHpoObjectivePropertiesTypePtrOutput 

func (o SolutionConfigHpoConfigPropertiesHpoObjectivePropertiesTypeOutput) ToSolutionConfigHpoConfigPropertiesHpoObjectivePropertiesTypePtrOutput() SolutionConfigHpoConfigPropertiesHpoObjectivePropertiesTypePtrOutput

func (SolutionConfigHpoConfigPropertiesHpoObjectivePropertiesTypeOutput) ToSolutionConfigHpoConfigPropertiesHpoObjectivePropertiesTypePtrOutputWithContext 

func (o SolutionConfigHpoConfigPropertiesHpoObjectivePropertiesTypeOutput) ToSolutionConfigHpoConfigPropertiesHpoObjectivePropertiesTypePtrOutputWithContext(ctx context.Context) SolutionConfigHpoConfigPropertiesHpoObjectivePropertiesTypePtrOutput

func (SolutionConfigHpoConfigPropertiesHpoObjectivePropertiesTypeOutput) ToStringOutput 

func (o SolutionConfigHpoConfigPropertiesHpoObjectivePropertiesTypeOutput) ToStringOutput() pulumi.StringOutput

func (SolutionConfigHpoConfigPropertiesHpoObjectivePropertiesTypeOutput) ToStringOutputWithContext 

func (o SolutionConfigHpoConfigPropertiesHpoObjectivePropertiesTypeOutput) ToStringOutputWithContext(ctx context.Context) pulumi.StringOutput

func (SolutionConfigHpoConfigPropertiesHpoObjectivePropertiesTypeOutput) ToStringPtrOutput 

func (o SolutionConfigHpoConfigPropertiesHpoObjectivePropertiesTypeOutput) ToStringPtrOutput() pulumi.StringPtrOutput

func (SolutionConfigHpoConfigPropertiesHpoObjectivePropertiesTypeOutput) ToStringPtrOutputWithContext 

func (o SolutionConfigHpoConfigPropertiesHpoObjectivePropertiesTypeOutput) ToStringPtrOutputWithContext(ctx context.Context) pulumi.StringPtrOutput

type SolutionConfigHpoConfigPropertiesHpoObjectivePropertiesTypePtrInput 

type SolutionConfigHpoConfigPropertiesHpoObjectivePropertiesTypePtrInput interface {
	pulumi.Input

	ToSolutionConfigHpoConfigPropertiesHpoObjectivePropertiesTypePtrOutput() SolutionConfigHpoConfigPropertiesHpoObjectivePropertiesTypePtrOutput
	ToSolutionConfigHpoConfigPropertiesHpoObjectivePropertiesTypePtrOutputWithContext(context.Context) SolutionConfigHpoConfigPropertiesHpoObjectivePropertiesTypePtrOutput
}

func SolutionConfigHpoConfigPropertiesHpoObjectivePropertiesTypePtr 

func SolutionConfigHpoConfigPropertiesHpoObjectivePropertiesTypePtr(v string) SolutionConfigHpoConfigPropertiesHpoObjectivePropertiesTypePtrInput

type SolutionConfigHpoConfigPropertiesHpoObjectivePropertiesTypePtrOutput 

type SolutionConfigHpoConfigPropertiesHpoObjectivePropertiesTypePtrOutput struct{ *pulumi.OutputState }

func (SolutionConfigHpoConfigPropertiesHpoObjectivePropertiesTypePtrOutput) Elem 

func (o SolutionConfigHpoConfigPropertiesHpoObjectivePropertiesTypePtrOutput) Elem() SolutionConfigHpoConfigPropertiesHpoObjectivePropertiesTypeOutput

func (SolutionConfigHpoConfigPropertiesHpoObjectivePropertiesTypePtrOutput) ElementType 

func (SolutionConfigHpoConfigPropertiesHpoObjectivePropertiesTypePtrOutput) ElementType() reflect.Type

func (SolutionConfigHpoConfigPropertiesHpoObjectivePropertiesTypePtrOutput) ToSolutionConfigHpoConfigPropertiesHpoObjectivePropertiesTypePtrOutput 

func (o SolutionConfigHpoConfigPropertiesHpoObjectivePropertiesTypePtrOutput) ToSolutionConfigHpoConfigPropertiesHpoObjectivePropertiesTypePtrOutput() SolutionConfigHpoConfigPropertiesHpoObjectivePropertiesTypePtrOutput

func (SolutionConfigHpoConfigPropertiesHpoObjectivePropertiesTypePtrOutput) ToSolutionConfigHpoConfigPropertiesHpoObjectivePropertiesTypePtrOutputWithContext 

func (o SolutionConfigHpoConfigPropertiesHpoObjectivePropertiesTypePtrOutput) ToSolutionConfigHpoConfigPropertiesHpoObjectivePropertiesTypePtrOutputWithContext(ctx context.Context) SolutionConfigHpoConfigPropertiesHpoObjectivePropertiesTypePtrOutput

func (SolutionConfigHpoConfigPropertiesHpoObjectivePropertiesTypePtrOutput) ToStringPtrOutput 

func (o SolutionConfigHpoConfigPropertiesHpoObjectivePropertiesTypePtrOutput) ToStringPtrOutput() pulumi.StringPtrOutput

func (SolutionConfigHpoConfigPropertiesHpoObjectivePropertiesTypePtrOutput) ToStringPtrOutputWithContext 

func (o SolutionConfigHpoConfigPropertiesHpoObjectivePropertiesTypePtrOutput) ToStringPtrOutputWithContext(ctx context.Context) pulumi.StringPtrOutput

type SolutionConfigHpoConfigPropertiesHpoResourceConfigProperties 

type SolutionConfigHpoConfigPropertiesHpoResourceConfigProperties struct {
	// The maximum number of training jobs when you create a solution version. The maximum value for maxNumberOfTrainingJobs is 40.
	MaxNumberOfTrainingJobs *string `pulumi:"maxNumberOfTrainingJobs"`
	// The maximum number of parallel training jobs when you create a solution version. The maximum value for maxParallelTrainingJobs is 10.
	MaxParallelTrainingJobs *string `pulumi:"maxParallelTrainingJobs"`
}

Describes the resource configuration for hyperparameter optimization (HPO).

type SolutionConfigHpoConfigPropertiesHpoResourceConfigPropertiesArgs 

type SolutionConfigHpoConfigPropertiesHpoResourceConfigPropertiesArgs struct {
	// The maximum number of training jobs when you create a solution version. The maximum value for maxNumberOfTrainingJobs is 40.
	MaxNumberOfTrainingJobs pulumi.StringPtrInput `pulumi:"maxNumberOfTrainingJobs"`
	// The maximum number of parallel training jobs when you create a solution version. The maximum value for maxParallelTrainingJobs is 10.
	MaxParallelTrainingJobs pulumi.StringPtrInput `pulumi:"maxParallelTrainingJobs"`
}

Describes the resource configuration for hyperparameter optimization (HPO).

func (SolutionConfigHpoConfigPropertiesHpoResourceConfigPropertiesArgs) ElementType 

func (SolutionConfigHpoConfigPropertiesHpoResourceConfigPropertiesArgs) ElementType() reflect.Type

func (SolutionConfigHpoConfigPropertiesHpoResourceConfigPropertiesArgs) ToSolutionConfigHpoConfigPropertiesHpoResourceConfigPropertiesOutput 

func (i SolutionConfigHpoConfigPropertiesHpoResourceConfigPropertiesArgs) ToSolutionConfigHpoConfigPropertiesHpoResourceConfigPropertiesOutput() SolutionConfigHpoConfigPropertiesHpoResourceConfigPropertiesOutput

func (SolutionConfigHpoConfigPropertiesHpoResourceConfigPropertiesArgs) ToSolutionConfigHpoConfigPropertiesHpoResourceConfigPropertiesOutputWithContext 

func (i SolutionConfigHpoConfigPropertiesHpoResourceConfigPropertiesArgs) ToSolutionConfigHpoConfigPropertiesHpoResourceConfigPropertiesOutputWithContext(ctx context.Context) SolutionConfigHpoConfigPropertiesHpoResourceConfigPropertiesOutput

func (SolutionConfigHpoConfigPropertiesHpoResourceConfigPropertiesArgs) ToSolutionConfigHpoConfigPropertiesHpoResourceConfigPropertiesPtrOutput 

func (i SolutionConfigHpoConfigPropertiesHpoResourceConfigPropertiesArgs) ToSolutionConfigHpoConfigPropertiesHpoResourceConfigPropertiesPtrOutput() SolutionConfigHpoConfigPropertiesHpoResourceConfigPropertiesPtrOutput

func (SolutionConfigHpoConfigPropertiesHpoResourceConfigPropertiesArgs) ToSolutionConfigHpoConfigPropertiesHpoResourceConfigPropertiesPtrOutputWithContext 

func (i SolutionConfigHpoConfigPropertiesHpoResourceConfigPropertiesArgs) ToSolutionConfigHpoConfigPropertiesHpoResourceConfigPropertiesPtrOutputWithContext(ctx context.Context) SolutionConfigHpoConfigPropertiesHpoResourceConfigPropertiesPtrOutput

type SolutionConfigHpoConfigPropertiesHpoResourceConfigPropertiesInput 

type SolutionConfigHpoConfigPropertiesHpoResourceConfigPropertiesInput interface {
	pulumi.Input

	ToSolutionConfigHpoConfigPropertiesHpoResourceConfigPropertiesOutput() SolutionConfigHpoConfigPropertiesHpoResourceConfigPropertiesOutput
	ToSolutionConfigHpoConfigPropertiesHpoResourceConfigPropertiesOutputWithContext(context.Context) SolutionConfigHpoConfigPropertiesHpoResourceConfigPropertiesOutput
}

SolutionConfigHpoConfigPropertiesHpoResourceConfigPropertiesInput is an input type that accepts SolutionConfigHpoConfigPropertiesHpoResourceConfigPropertiesArgs and SolutionConfigHpoConfigPropertiesHpoResourceConfigPropertiesOutput values. You can construct a concrete instance of `SolutionConfigHpoConfigPropertiesHpoResourceConfigPropertiesInput` via: 

SolutionConfigHpoConfigPropertiesHpoResourceConfigPropertiesArgs{...}

type SolutionConfigHpoConfigPropertiesHpoResourceConfigPropertiesOutput 

type SolutionConfigHpoConfigPropertiesHpoResourceConfigPropertiesOutput struct{ *pulumi.OutputState }

Describes the resource configuration for hyperparameter optimization (HPO).

func (SolutionConfigHpoConfigPropertiesHpoResourceConfigPropertiesOutput) ElementType 

func (SolutionConfigHpoConfigPropertiesHpoResourceConfigPropertiesOutput) ElementType() reflect.Type

func (SolutionConfigHpoConfigPropertiesHpoResourceConfigPropertiesOutput) MaxNumberOfTrainingJobs 

func (o SolutionConfigHpoConfigPropertiesHpoResourceConfigPropertiesOutput) MaxNumberOfTrainingJobs() pulumi.StringPtrOutput

The maximum number of training jobs when you create a solution version. The maximum value for maxNumberOfTrainingJobs is 40.

func (SolutionConfigHpoConfigPropertiesHpoResourceConfigPropertiesOutput) MaxParallelTrainingJobs 

func (o SolutionConfigHpoConfigPropertiesHpoResourceConfigPropertiesOutput) MaxParallelTrainingJobs() pulumi.StringPtrOutput

The maximum number of parallel training jobs when you create a solution version. The maximum value for maxParallelTrainingJobs is 10.

func (SolutionConfigHpoConfigPropertiesHpoResourceConfigPropertiesOutput) ToSolutionConfigHpoConfigPropertiesHpoResourceConfigPropertiesOutput 

func (o SolutionConfigHpoConfigPropertiesHpoResourceConfigPropertiesOutput) ToSolutionConfigHpoConfigPropertiesHpoResourceConfigPropertiesOutput() SolutionConfigHpoConfigPropertiesHpoResourceConfigPropertiesOutput

func (SolutionConfigHpoConfigPropertiesHpoResourceConfigPropertiesOutput) ToSolutionConfigHpoConfigPropertiesHpoResourceConfigPropertiesOutputWithContext 

func (o SolutionConfigHpoConfigPropertiesHpoResourceConfigPropertiesOutput) ToSolutionConfigHpoConfigPropertiesHpoResourceConfigPropertiesOutputWithContext(ctx context.Context) SolutionConfigHpoConfigPropertiesHpoResourceConfigPropertiesOutput

func (SolutionConfigHpoConfigPropertiesHpoResourceConfigPropertiesOutput) ToSolutionConfigHpoConfigPropertiesHpoResourceConfigPropertiesPtrOutput 

func (o SolutionConfigHpoConfigPropertiesHpoResourceConfigPropertiesOutput) ToSolutionConfigHpoConfigPropertiesHpoResourceConfigPropertiesPtrOutput() SolutionConfigHpoConfigPropertiesHpoResourceConfigPropertiesPtrOutput

func (SolutionConfigHpoConfigPropertiesHpoResourceConfigPropertiesOutput) ToSolutionConfigHpoConfigPropertiesHpoResourceConfigPropertiesPtrOutputWithContext 

func (o SolutionConfigHpoConfigPropertiesHpoResourceConfigPropertiesOutput) ToSolutionConfigHpoConfigPropertiesHpoResourceConfigPropertiesPtrOutputWithContext(ctx context.Context) SolutionConfigHpoConfigPropertiesHpoResourceConfigPropertiesPtrOutput

type SolutionConfigHpoConfigPropertiesHpoResourceConfigPropertiesPtrInput 

type SolutionConfigHpoConfigPropertiesHpoResourceConfigPropertiesPtrInput interface {
	pulumi.Input

	ToSolutionConfigHpoConfigPropertiesHpoResourceConfigPropertiesPtrOutput() SolutionConfigHpoConfigPropertiesHpoResourceConfigPropertiesPtrOutput
	ToSolutionConfigHpoConfigPropertiesHpoResourceConfigPropertiesPtrOutputWithContext(context.Context) SolutionConfigHpoConfigPropertiesHpoResourceConfigPropertiesPtrOutput
}

SolutionConfigHpoConfigPropertiesHpoResourceConfigPropertiesPtrInput is an input type that accepts SolutionConfigHpoConfigPropertiesHpoResourceConfigPropertiesArgs, SolutionConfigHpoConfigPropertiesHpoResourceConfigPropertiesPtr and SolutionConfigHpoConfigPropertiesHpoResourceConfigPropertiesPtrOutput values. You can construct a concrete instance of `SolutionConfigHpoConfigPropertiesHpoResourceConfigPropertiesPtrInput` via: 

        SolutionConfigHpoConfigPropertiesHpoResourceConfigPropertiesArgs{...}

or:

        nil

func SolutionConfigHpoConfigPropertiesHpoResourceConfigPropertiesPtr 

func SolutionConfigHpoConfigPropertiesHpoResourceConfigPropertiesPtr(v *SolutionConfigHpoConfigPropertiesHpoResourceConfigPropertiesArgs) SolutionConfigHpoConfigPropertiesHpoResourceConfigPropertiesPtrInput

type SolutionConfigHpoConfigPropertiesHpoResourceConfigPropertiesPtrOutput 

type SolutionConfigHpoConfigPropertiesHpoResourceConfigPropertiesPtrOutput struct{ *pulumi.OutputState }

func (SolutionConfigHpoConfigPropertiesHpoResourceConfigPropertiesPtrOutput) Elem 

func (o SolutionConfigHpoConfigPropertiesHpoResourceConfigPropertiesPtrOutput) Elem() SolutionConfigHpoConfigPropertiesHpoResourceConfigPropertiesOutput

func (SolutionConfigHpoConfigPropertiesHpoResourceConfigPropertiesPtrOutput) ElementType 

func (SolutionConfigHpoConfigPropertiesHpoResourceConfigPropertiesPtrOutput) ElementType() reflect.Type

func (SolutionConfigHpoConfigPropertiesHpoResourceConfigPropertiesPtrOutput) MaxNumberOfTrainingJobs 

func (o SolutionConfigHpoConfigPropertiesHpoResourceConfigPropertiesPtrOutput) MaxNumberOfTrainingJobs() pulumi.StringPtrOutput

The maximum number of training jobs when you create a solution version. The maximum value for maxNumberOfTrainingJobs is 40.

func (SolutionConfigHpoConfigPropertiesHpoResourceConfigPropertiesPtrOutput) MaxParallelTrainingJobs 

func (o SolutionConfigHpoConfigPropertiesHpoResourceConfigPropertiesPtrOutput) MaxParallelTrainingJobs() pulumi.StringPtrOutput

The maximum number of parallel training jobs when you create a solution version. The maximum value for maxParallelTrainingJobs is 10.

func (SolutionConfigHpoConfigPropertiesHpoResourceConfigPropertiesPtrOutput) ToSolutionConfigHpoConfigPropertiesHpoResourceConfigPropertiesPtrOutput 

func (o SolutionConfigHpoConfigPropertiesHpoResourceConfigPropertiesPtrOutput) ToSolutionConfigHpoConfigPropertiesHpoResourceConfigPropertiesPtrOutput() SolutionConfigHpoConfigPropertiesHpoResourceConfigPropertiesPtrOutput

func (SolutionConfigHpoConfigPropertiesHpoResourceConfigPropertiesPtrOutput) ToSolutionConfigHpoConfigPropertiesHpoResourceConfigPropertiesPtrOutputWithContext 

func (o SolutionConfigHpoConfigPropertiesHpoResourceConfigPropertiesPtrOutput) ToSolutionConfigHpoConfigPropertiesHpoResourceConfigPropertiesPtrOutputWithContext(ctx context.Context) SolutionConfigHpoConfigPropertiesHpoResourceConfigPropertiesPtrOutput

type SolutionConfigHpoConfigPropertiesInput 

type SolutionConfigHpoConfigPropertiesInput interface {
	pulumi.Input

	ToSolutionConfigHpoConfigPropertiesOutput() SolutionConfigHpoConfigPropertiesOutput
	ToSolutionConfigHpoConfigPropertiesOutputWithContext(context.Context) SolutionConfigHpoConfigPropertiesOutput
}

SolutionConfigHpoConfigPropertiesInput is an input type that accepts SolutionConfigHpoConfigPropertiesArgs and SolutionConfigHpoConfigPropertiesOutput values. You can construct a concrete instance of `SolutionConfigHpoConfigPropertiesInput` via: 

SolutionConfigHpoConfigPropertiesArgs{...}

type SolutionConfigHpoConfigPropertiesOutput 

type SolutionConfigHpoConfigPropertiesOutput struct{ *pulumi.OutputState }

Describes the properties for hyperparameter optimization (HPO)

func (SolutionConfigHpoConfigPropertiesOutput) AlgorithmHyperParameterRanges 

func (o SolutionConfigHpoConfigPropertiesOutput) AlgorithmHyperParameterRanges() SolutionConfigHpoConfigPropertiesAlgorithmHyperParameterRangesPropertiesPtrOutput

The hyperparameters and their allowable ranges

func (SolutionConfigHpoConfigPropertiesOutput) ElementType 

func (SolutionConfigHpoConfigPropertiesOutput) ElementType() reflect.Type

func (SolutionConfigHpoConfigPropertiesOutput) HpoObjective 

func (o SolutionConfigHpoConfigPropertiesOutput) HpoObjective() SolutionConfigHpoConfigPropertiesHpoObjectivePropertiesPtrOutput

The metric to optimize during HPO.

func (SolutionConfigHpoConfigPropertiesOutput) HpoResourceConfig 

func (o SolutionConfigHpoConfigPropertiesOutput) HpoResourceConfig() SolutionConfigHpoConfigPropertiesHpoResourceConfigPropertiesPtrOutput

Describes the resource configuration for hyperparameter optimization (HPO).

func (SolutionConfigHpoConfigPropertiesOutput) ToSolutionConfigHpoConfigPropertiesOutput 

func (o SolutionConfigHpoConfigPropertiesOutput) ToSolutionConfigHpoConfigPropertiesOutput() SolutionConfigHpoConfigPropertiesOutput

func (SolutionConfigHpoConfigPropertiesOutput) ToSolutionConfigHpoConfigPropertiesOutputWithContext 

func (o SolutionConfigHpoConfigPropertiesOutput) ToSolutionConfigHpoConfigPropertiesOutputWithContext(ctx context.Context) SolutionConfigHpoConfigPropertiesOutput

func (SolutionConfigHpoConfigPropertiesOutput) ToSolutionConfigHpoConfigPropertiesPtrOutput 

func (o SolutionConfigHpoConfigPropertiesOutput) ToSolutionConfigHpoConfigPropertiesPtrOutput() SolutionConfigHpoConfigPropertiesPtrOutput

func (SolutionConfigHpoConfigPropertiesOutput) ToSolutionConfigHpoConfigPropertiesPtrOutputWithContext 

func (o SolutionConfigHpoConfigPropertiesOutput) ToSolutionConfigHpoConfigPropertiesPtrOutputWithContext(ctx context.Context) SolutionConfigHpoConfigPropertiesPtrOutput

type SolutionConfigHpoConfigPropertiesPtrInput 

type SolutionConfigHpoConfigPropertiesPtrInput interface {
	pulumi.Input

	ToSolutionConfigHpoConfigPropertiesPtrOutput() SolutionConfigHpoConfigPropertiesPtrOutput
	ToSolutionConfigHpoConfigPropertiesPtrOutputWithContext(context.Context) SolutionConfigHpoConfigPropertiesPtrOutput
}

SolutionConfigHpoConfigPropertiesPtrInput is an input type that accepts SolutionConfigHpoConfigPropertiesArgs, SolutionConfigHpoConfigPropertiesPtr and SolutionConfigHpoConfigPropertiesPtrOutput values. You can construct a concrete instance of `SolutionConfigHpoConfigPropertiesPtrInput` via: 

        SolutionConfigHpoConfigPropertiesArgs{...}

or:

        nil

func SolutionConfigHpoConfigPropertiesPtr 

func SolutionConfigHpoConfigPropertiesPtr(v *SolutionConfigHpoConfigPropertiesArgs) SolutionConfigHpoConfigPropertiesPtrInput

type SolutionConfigHpoConfigPropertiesPtrOutput 

type SolutionConfigHpoConfigPropertiesPtrOutput struct{ *pulumi.OutputState }

func (SolutionConfigHpoConfigPropertiesPtrOutput) AlgorithmHyperParameterRanges 

func (o SolutionConfigHpoConfigPropertiesPtrOutput) AlgorithmHyperParameterRanges() SolutionConfigHpoConfigPropertiesAlgorithmHyperParameterRangesPropertiesPtrOutput

The hyperparameters and their allowable ranges

func (SolutionConfigHpoConfigPropertiesPtrOutput) Elem 

func (o SolutionConfigHpoConfigPropertiesPtrOutput) Elem() SolutionConfigHpoConfigPropertiesOutput

func (SolutionConfigHpoConfigPropertiesPtrOutput) ElementType 

func (SolutionConfigHpoConfigPropertiesPtrOutput) ElementType() reflect.Type

func (SolutionConfigHpoConfigPropertiesPtrOutput) HpoObjective 

func (o SolutionConfigHpoConfigPropertiesPtrOutput) HpoObjective() SolutionConfigHpoConfigPropertiesHpoObjectivePropertiesPtrOutput

The metric to optimize during HPO.

func (SolutionConfigHpoConfigPropertiesPtrOutput) HpoResourceConfig 

func (o SolutionConfigHpoConfigPropertiesPtrOutput) HpoResourceConfig() SolutionConfigHpoConfigPropertiesHpoResourceConfigPropertiesPtrOutput

Describes the resource configuration for hyperparameter optimization (HPO).

func (SolutionConfigHpoConfigPropertiesPtrOutput) ToSolutionConfigHpoConfigPropertiesPtrOutput 

func (o SolutionConfigHpoConfigPropertiesPtrOutput) ToSolutionConfigHpoConfigPropertiesPtrOutput() SolutionConfigHpoConfigPropertiesPtrOutput

func (SolutionConfigHpoConfigPropertiesPtrOutput) ToSolutionConfigHpoConfigPropertiesPtrOutputWithContext 

func (o SolutionConfigHpoConfigPropertiesPtrOutput) ToSolutionConfigHpoConfigPropertiesPtrOutputWithContext(ctx context.Context) SolutionConfigHpoConfigPropertiesPtrOutput

type SolutionConfigInput 

type SolutionConfigInput interface {
	pulumi.Input

	ToSolutionConfigOutput() SolutionConfigOutput
	ToSolutionConfigOutputWithContext(context.Context) SolutionConfigOutput
}

SolutionConfigInput is an input type that accepts SolutionConfigArgs and SolutionConfigOutput values. You can construct a concrete instance of `SolutionConfigInput` via: 

SolutionConfigArgs{...}

type SolutionConfigOutput 

type SolutionConfigOutput struct{ *pulumi.OutputState }

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

func (SolutionConfigOutput) AlgorithmHyperParameters 

func (o SolutionConfigOutput) AlgorithmHyperParameters() pulumi.StringMapOutput

Lists the hyperparameter names and ranges.

func (SolutionConfigOutput) AutoMlConfig added in v0.72.0 

func (o SolutionConfigOutput) AutoMlConfig() SolutionConfigAutoMlConfigPropertiesPtrOutput

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

func (SolutionConfigOutput) ElementType 

func (SolutionConfigOutput) ElementType() reflect.Type

func (SolutionConfigOutput) EventValueThreshold 

func (o SolutionConfigOutput) EventValueThreshold() pulumi.StringPtrOutput

Only events with a value greater than or equal to this threshold are used for training a model.

func (SolutionConfigOutput) FeatureTransformationParameters 

func (o SolutionConfigOutput) FeatureTransformationParameters() pulumi.StringMapOutput

Lists the feature transformation parameters.

func (SolutionConfigOutput) HpoConfig 

func (o SolutionConfigOutput) HpoConfig() SolutionConfigHpoConfigPropertiesPtrOutput

Describes the properties for hyperparameter optimization (HPO)

func (SolutionConfigOutput) ToSolutionConfigOutput 

func (o SolutionConfigOutput) ToSolutionConfigOutput() SolutionConfigOutput

func (SolutionConfigOutput) ToSolutionConfigOutputWithContext 

func (o SolutionConfigOutput) ToSolutionConfigOutputWithContext(ctx context.Context) SolutionConfigOutput

func (SolutionConfigOutput) ToSolutionConfigPtrOutput 

func (o SolutionConfigOutput) ToSolutionConfigPtrOutput() SolutionConfigPtrOutput

func (SolutionConfigOutput) ToSolutionConfigPtrOutputWithContext 

func (o SolutionConfigOutput) ToSolutionConfigPtrOutputWithContext(ctx context.Context) SolutionConfigPtrOutput

type SolutionConfigPtrInput 

type SolutionConfigPtrInput interface {
	pulumi.Input

	ToSolutionConfigPtrOutput() SolutionConfigPtrOutput
	ToSolutionConfigPtrOutputWithContext(context.Context) SolutionConfigPtrOutput
}

SolutionConfigPtrInput is an input type that accepts SolutionConfigArgs, SolutionConfigPtr and SolutionConfigPtrOutput values. You can construct a concrete instance of `SolutionConfigPtrInput` via: 

        SolutionConfigArgs{...}

or:

        nil

func SolutionConfigPtr 

func SolutionConfigPtr(v *SolutionConfigArgs) SolutionConfigPtrInput

type SolutionConfigPtrOutput 

type SolutionConfigPtrOutput struct{ *pulumi.OutputState }

func (SolutionConfigPtrOutput) AlgorithmHyperParameters 

func (o SolutionConfigPtrOutput) AlgorithmHyperParameters() pulumi.StringMapOutput

Lists the hyperparameter names and ranges.

func (SolutionConfigPtrOutput) AutoMlConfig added in v0.72.0 

func (o SolutionConfigPtrOutput) AutoMlConfig() SolutionConfigAutoMlConfigPropertiesPtrOutput

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

func (SolutionConfigPtrOutput) Elem 

func (o SolutionConfigPtrOutput) Elem() SolutionConfigOutput

func (SolutionConfigPtrOutput) ElementType 

func (SolutionConfigPtrOutput) ElementType() reflect.Type

func (SolutionConfigPtrOutput) EventValueThreshold 

func (o SolutionConfigPtrOutput) EventValueThreshold() pulumi.StringPtrOutput

Only events with a value greater than or equal to this threshold are used for training a model.

func (SolutionConfigPtrOutput) FeatureTransformationParameters 

func (o SolutionConfigPtrOutput) FeatureTransformationParameters() pulumi.StringMapOutput

Lists the feature transformation parameters.

func (SolutionConfigPtrOutput) HpoConfig 

func (o SolutionConfigPtrOutput) HpoConfig() SolutionConfigHpoConfigPropertiesPtrOutput

Describes the properties for hyperparameter optimization (HPO)

func (SolutionConfigPtrOutput) ToSolutionConfigPtrOutput 

func (o SolutionConfigPtrOutput) ToSolutionConfigPtrOutput() SolutionConfigPtrOutput

func (SolutionConfigPtrOutput) ToSolutionConfigPtrOutputWithContext 

func (o SolutionConfigPtrOutput) ToSolutionConfigPtrOutputWithContext(ctx context.Context) SolutionConfigPtrOutput

type SolutionContinuousHyperParameterRange 

type SolutionContinuousHyperParameterRange struct {
	// The maximum allowable value for the hyperparameter.
	MaxValue *float64 `pulumi:"maxValue"`
	// The minimum allowable value for the hyperparameter.
	MinValue *float64 `pulumi:"minValue"`
	// The name of the hyperparameter.
	Name *string `pulumi:"name"`
}

Provides the name and range of a continuous hyperparameter.

type SolutionContinuousHyperParameterRangeArgs 

type SolutionContinuousHyperParameterRangeArgs struct {
	// The maximum allowable value for the hyperparameter.
	MaxValue pulumi.Float64PtrInput `pulumi:"maxValue"`
	// The minimum allowable value for the hyperparameter.
	MinValue pulumi.Float64PtrInput `pulumi:"minValue"`
	// The name of the hyperparameter.
	Name pulumi.StringPtrInput `pulumi:"name"`
}

Provides the name and range of a continuous hyperparameter.

func (SolutionContinuousHyperParameterRangeArgs) ElementType 

func (SolutionContinuousHyperParameterRangeArgs) ElementType() reflect.Type

func (SolutionContinuousHyperParameterRangeArgs) ToSolutionContinuousHyperParameterRangeOutput 

func (i SolutionContinuousHyperParameterRangeArgs) ToSolutionContinuousHyperParameterRangeOutput() SolutionContinuousHyperParameterRangeOutput

func (SolutionContinuousHyperParameterRangeArgs) ToSolutionContinuousHyperParameterRangeOutputWithContext 

func (i SolutionContinuousHyperParameterRangeArgs) ToSolutionContinuousHyperParameterRangeOutputWithContext(ctx context.Context) SolutionContinuousHyperParameterRangeOutput

type SolutionContinuousHyperParameterRangeArray 

type SolutionContinuousHyperParameterRangeArray []SolutionContinuousHyperParameterRangeInput

func (SolutionContinuousHyperParameterRangeArray) ElementType 

func (SolutionContinuousHyperParameterRangeArray) ElementType() reflect.Type

func (SolutionContinuousHyperParameterRangeArray) ToSolutionContinuousHyperParameterRangeArrayOutput 

func (i SolutionContinuousHyperParameterRangeArray) ToSolutionContinuousHyperParameterRangeArrayOutput() SolutionContinuousHyperParameterRangeArrayOutput

func (SolutionContinuousHyperParameterRangeArray) ToSolutionContinuousHyperParameterRangeArrayOutputWithContext 

func (i SolutionContinuousHyperParameterRangeArray) ToSolutionContinuousHyperParameterRangeArrayOutputWithContext(ctx context.Context) SolutionContinuousHyperParameterRangeArrayOutput

type SolutionContinuousHyperParameterRangeArrayInput 

type SolutionContinuousHyperParameterRangeArrayInput interface {
	pulumi.Input

	ToSolutionContinuousHyperParameterRangeArrayOutput() SolutionContinuousHyperParameterRangeArrayOutput
	ToSolutionContinuousHyperParameterRangeArrayOutputWithContext(context.Context) SolutionContinuousHyperParameterRangeArrayOutput
}

SolutionContinuousHyperParameterRangeArrayInput is an input type that accepts SolutionContinuousHyperParameterRangeArray and SolutionContinuousHyperParameterRangeArrayOutput values. You can construct a concrete instance of `SolutionContinuousHyperParameterRangeArrayInput` via: 

SolutionContinuousHyperParameterRangeArray{ SolutionContinuousHyperParameterRangeArgs{...} }

type SolutionContinuousHyperParameterRangeArrayOutput 

type SolutionContinuousHyperParameterRangeArrayOutput struct{ *pulumi.OutputState }

func (SolutionContinuousHyperParameterRangeArrayOutput) ElementType 

func (SolutionContinuousHyperParameterRangeArrayOutput) ElementType() reflect.Type

func (SolutionContinuousHyperParameterRangeArrayOutput) Index 

func (o SolutionContinuousHyperParameterRangeArrayOutput) Index(i pulumi.IntInput) SolutionContinuousHyperParameterRangeOutput

func (SolutionContinuousHyperParameterRangeArrayOutput) ToSolutionContinuousHyperParameterRangeArrayOutput 

func (o SolutionContinuousHyperParameterRangeArrayOutput) ToSolutionContinuousHyperParameterRangeArrayOutput() SolutionContinuousHyperParameterRangeArrayOutput

func (SolutionContinuousHyperParameterRangeArrayOutput) ToSolutionContinuousHyperParameterRangeArrayOutputWithContext 

func (o SolutionContinuousHyperParameterRangeArrayOutput) ToSolutionContinuousHyperParameterRangeArrayOutputWithContext(ctx context.Context) SolutionContinuousHyperParameterRangeArrayOutput

type SolutionContinuousHyperParameterRangeInput 

type SolutionContinuousHyperParameterRangeInput interface {
	pulumi.Input

	ToSolutionContinuousHyperParameterRangeOutput() SolutionContinuousHyperParameterRangeOutput
	ToSolutionContinuousHyperParameterRangeOutputWithContext(context.Context) SolutionContinuousHyperParameterRangeOutput
}

SolutionContinuousHyperParameterRangeInput is an input type that accepts SolutionContinuousHyperParameterRangeArgs and SolutionContinuousHyperParameterRangeOutput values. You can construct a concrete instance of `SolutionContinuousHyperParameterRangeInput` via: 

SolutionContinuousHyperParameterRangeArgs{...}

type SolutionContinuousHyperParameterRangeOutput 

type SolutionContinuousHyperParameterRangeOutput struct{ *pulumi.OutputState }

Provides the name and range of a continuous hyperparameter.

func (SolutionContinuousHyperParameterRangeOutput) ElementType 

func (SolutionContinuousHyperParameterRangeOutput) ElementType() reflect.Type

func (SolutionContinuousHyperParameterRangeOutput) MaxValue 

func (o SolutionContinuousHyperParameterRangeOutput) MaxValue() pulumi.Float64PtrOutput

The maximum allowable value for the hyperparameter.

func (SolutionContinuousHyperParameterRangeOutput) MinValue 

func (o SolutionContinuousHyperParameterRangeOutput) MinValue() pulumi.Float64PtrOutput

The minimum allowable value for the hyperparameter.

func (SolutionContinuousHyperParameterRangeOutput) Name 

func (o SolutionContinuousHyperParameterRangeOutput) Name() pulumi.StringPtrOutput

The name of the hyperparameter.

func (SolutionContinuousHyperParameterRangeOutput) ToSolutionContinuousHyperParameterRangeOutput 

func (o SolutionContinuousHyperParameterRangeOutput) ToSolutionContinuousHyperParameterRangeOutput() SolutionContinuousHyperParameterRangeOutput

func (SolutionContinuousHyperParameterRangeOutput) ToSolutionContinuousHyperParameterRangeOutputWithContext 

func (o SolutionContinuousHyperParameterRangeOutput) ToSolutionContinuousHyperParameterRangeOutputWithContext(ctx context.Context) SolutionContinuousHyperParameterRangeOutput

type SolutionInput 

type SolutionInput interface {
	pulumi.Input

	ToSolutionOutput() SolutionOutput
	ToSolutionOutputWithContext(ctx context.Context) SolutionOutput
}

type SolutionIntegerHyperParameterRange 

type SolutionIntegerHyperParameterRange struct {
	// The maximum allowable value for the hyperparameter.
	MaxValue *int `pulumi:"maxValue"`
	// The minimum allowable value for the hyperparameter.
	MinValue *int `pulumi:"minValue"`
	// The name of the hyperparameter.
	Name *string `pulumi:"name"`
}

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

type SolutionIntegerHyperParameterRangeArgs 

type SolutionIntegerHyperParameterRangeArgs struct {
	// The maximum allowable value for the hyperparameter.
	MaxValue pulumi.IntPtrInput `pulumi:"maxValue"`
	// The minimum allowable value for the hyperparameter.
	MinValue pulumi.IntPtrInput `pulumi:"minValue"`
	// The name of the hyperparameter.
	Name pulumi.StringPtrInput `pulumi:"name"`
}

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

func (SolutionIntegerHyperParameterRangeArgs) ElementType 

func (SolutionIntegerHyperParameterRangeArgs) ElementType() reflect.Type

func (SolutionIntegerHyperParameterRangeArgs) ToSolutionIntegerHyperParameterRangeOutput 

func (i SolutionIntegerHyperParameterRangeArgs) ToSolutionIntegerHyperParameterRangeOutput() SolutionIntegerHyperParameterRangeOutput

func (SolutionIntegerHyperParameterRangeArgs) ToSolutionIntegerHyperParameterRangeOutputWithContext 

func (i SolutionIntegerHyperParameterRangeArgs) ToSolutionIntegerHyperParameterRangeOutputWithContext(ctx context.Context) SolutionIntegerHyperParameterRangeOutput

type SolutionIntegerHyperParameterRangeArray 

type SolutionIntegerHyperParameterRangeArray []SolutionIntegerHyperParameterRangeInput

func (SolutionIntegerHyperParameterRangeArray) ElementType 

func (SolutionIntegerHyperParameterRangeArray) ElementType() reflect.Type

func (SolutionIntegerHyperParameterRangeArray) ToSolutionIntegerHyperParameterRangeArrayOutput 

func (i SolutionIntegerHyperParameterRangeArray) ToSolutionIntegerHyperParameterRangeArrayOutput() SolutionIntegerHyperParameterRangeArrayOutput

func (SolutionIntegerHyperParameterRangeArray) ToSolutionIntegerHyperParameterRangeArrayOutputWithContext 

func (i SolutionIntegerHyperParameterRangeArray) ToSolutionIntegerHyperParameterRangeArrayOutputWithContext(ctx context.Context) SolutionIntegerHyperParameterRangeArrayOutput

type SolutionIntegerHyperParameterRangeArrayInput 

type SolutionIntegerHyperParameterRangeArrayInput interface {
	pulumi.Input

	ToSolutionIntegerHyperParameterRangeArrayOutput() SolutionIntegerHyperParameterRangeArrayOutput
	ToSolutionIntegerHyperParameterRangeArrayOutputWithContext(context.Context) SolutionIntegerHyperParameterRangeArrayOutput
}

SolutionIntegerHyperParameterRangeArrayInput is an input type that accepts SolutionIntegerHyperParameterRangeArray and SolutionIntegerHyperParameterRangeArrayOutput values. You can construct a concrete instance of `SolutionIntegerHyperParameterRangeArrayInput` via: 

SolutionIntegerHyperParameterRangeArray{ SolutionIntegerHyperParameterRangeArgs{...} }

type SolutionIntegerHyperParameterRangeArrayOutput 

type SolutionIntegerHyperParameterRangeArrayOutput struct{ *pulumi.OutputState }

func (SolutionIntegerHyperParameterRangeArrayOutput) ElementType 

func (SolutionIntegerHyperParameterRangeArrayOutput) ElementType() reflect.Type

func (SolutionIntegerHyperParameterRangeArrayOutput) Index 

func (o SolutionIntegerHyperParameterRangeArrayOutput) Index(i pulumi.IntInput) SolutionIntegerHyperParameterRangeOutput

func (SolutionIntegerHyperParameterRangeArrayOutput) ToSolutionIntegerHyperParameterRangeArrayOutput 

func (o SolutionIntegerHyperParameterRangeArrayOutput) ToSolutionIntegerHyperParameterRangeArrayOutput() SolutionIntegerHyperParameterRangeArrayOutput

func (SolutionIntegerHyperParameterRangeArrayOutput) ToSolutionIntegerHyperParameterRangeArrayOutputWithContext 

func (o SolutionIntegerHyperParameterRangeArrayOutput) ToSolutionIntegerHyperParameterRangeArrayOutputWithContext(ctx context.Context) SolutionIntegerHyperParameterRangeArrayOutput

type SolutionIntegerHyperParameterRangeInput 

type SolutionIntegerHyperParameterRangeInput interface {
	pulumi.Input

	ToSolutionIntegerHyperParameterRangeOutput() SolutionIntegerHyperParameterRangeOutput
	ToSolutionIntegerHyperParameterRangeOutputWithContext(context.Context) SolutionIntegerHyperParameterRangeOutput
}

SolutionIntegerHyperParameterRangeInput is an input type that accepts SolutionIntegerHyperParameterRangeArgs and SolutionIntegerHyperParameterRangeOutput values. You can construct a concrete instance of `SolutionIntegerHyperParameterRangeInput` via: 

SolutionIntegerHyperParameterRangeArgs{...}

type SolutionIntegerHyperParameterRangeOutput 

type SolutionIntegerHyperParameterRangeOutput struct{ *pulumi.OutputState }

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

func (SolutionIntegerHyperParameterRangeOutput) ElementType 

func (SolutionIntegerHyperParameterRangeOutput) ElementType() reflect.Type

func (SolutionIntegerHyperParameterRangeOutput) MaxValue 

func (o SolutionIntegerHyperParameterRangeOutput) MaxValue() pulumi.IntPtrOutput

The maximum allowable value for the hyperparameter.

func (SolutionIntegerHyperParameterRangeOutput) MinValue 

func (o SolutionIntegerHyperParameterRangeOutput) MinValue() pulumi.IntPtrOutput

The minimum allowable value for the hyperparameter.

func (SolutionIntegerHyperParameterRangeOutput) Name 

func (o SolutionIntegerHyperParameterRangeOutput) Name() pulumi.StringPtrOutput

The name of the hyperparameter.

func (SolutionIntegerHyperParameterRangeOutput) ToSolutionIntegerHyperParameterRangeOutput 

func (o SolutionIntegerHyperParameterRangeOutput) ToSolutionIntegerHyperParameterRangeOutput() SolutionIntegerHyperParameterRangeOutput

func (SolutionIntegerHyperParameterRangeOutput) ToSolutionIntegerHyperParameterRangeOutputWithContext 

func (o SolutionIntegerHyperParameterRangeOutput) ToSolutionIntegerHyperParameterRangeOutputWithContext(ctx context.Context) SolutionIntegerHyperParameterRangeOutput

type SolutionOutput 

type SolutionOutput struct{ *pulumi.OutputState }

func (SolutionOutput) DatasetGroupArn added in v0.17.0 

func (o SolutionOutput) DatasetGroupArn() pulumi.StringOutput

The ARN of the dataset group that provides the training data.

func (SolutionOutput) ElementType 

func (SolutionOutput) ElementType() reflect.Type

func (SolutionOutput) EventType added in v0.17.0 

func (o SolutionOutput) EventType() pulumi.StringPtrOutput

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.

func (SolutionOutput) Name added in v0.17.0 

func (o SolutionOutput) Name() pulumi.StringOutput

The name for the solution

func (SolutionOutput) PerformAutoMl added in v0.72.0 

func (o SolutionOutput) PerformAutoMl() pulumi.BoolPtrOutput

Whether to perform automated machine learning (AutoML). The default is false. For this case, you must specify recipeArn.

func (SolutionOutput) PerformHpo added in v0.72.0 

func (o SolutionOutput) PerformHpo() pulumi.BoolPtrOutput

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.

func (SolutionOutput) RecipeArn added in v0.17.0 

func (o SolutionOutput) RecipeArn() pulumi.StringPtrOutput

The ARN of the recipe to use for model training. Only specified when performAutoML is false.

func (SolutionOutput) SolutionArn added in v0.17.0 

func (o SolutionOutput) SolutionArn() pulumi.StringOutput

func (SolutionOutput) SolutionConfig added in v0.17.0 

func (o SolutionOutput) SolutionConfig() SolutionConfigPtrOutput

func (SolutionOutput) ToSolutionOutput 

func (o SolutionOutput) ToSolutionOutput() SolutionOutput

func (SolutionOutput) ToSolutionOutputWithContext 

func (o SolutionOutput) ToSolutionOutputWithContext(ctx context.Context) SolutionOutput

type SolutionState 

type SolutionState struct {
}

func (SolutionState) ElementType 

func (SolutionState) ElementType() reflect.Type

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