awspersonalize

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README

AWS::Personalize Construct Library

This module is part of the AWS Cloud Development Kit project.

import personalize "github.com/aws/aws-cdk-go/awscdk"

There are no official hand-written (L2) constructs for this service yet. Here are some suggestions on how to proceed:

There are no hand-written (L2) constructs for this service yet. However, you can still use the automatically generated L1 constructs, and use this service exactly as you would using CloudFormation directly.

For more information on the resources and properties available for this service, see the CloudFormation documentation for AWS::Personalize.

(Read the CDK Contributing Guide and submit an RFC if you are interested in contributing to this construct library.)

Documentation

Index

Constants

This section is empty.

Variables

This section is empty.

Functions

func CfnDatasetGroup_CFN_RESOURCE_TYPE_NAME 

func CfnDatasetGroup_CFN_RESOURCE_TYPE_NAME() *string

func CfnDatasetGroup_IsCfnElement 

func CfnDatasetGroup_IsCfnElement(x interface{}) *bool

Returns `true` if a construct is a stack element (i.e. part of the synthesized cloudformation template).

Uses duck-typing instead of `instanceof` to allow stack elements from different versions of this library to be included in the same stack.

Returns: The construct as a stack element or undefined if it is not a stack element.

func CfnDatasetGroup_IsCfnResource 

func CfnDatasetGroup_IsCfnResource(x interface{}) *bool

Check whether the given object is a CfnResource.

func CfnDatasetGroup_IsConstruct 

func CfnDatasetGroup_IsConstruct(x interface{}) *bool

Checks if `x` is a construct.

Use this method instead of `instanceof` to properly detect `Construct` instances, even when the construct library is symlinked.

Explanation: in JavaScript, multiple copies of the `constructs` library on disk are seen as independent, completely different libraries. As a consequence, the class `Construct` in each copy of the `constructs` library is seen as a different class, and an instance of one class will not test as `instanceof` the other class. `npm install` will not create installations like this, but users may manually symlink construct libraries together or use a monorepo tool: in those cases, multiple copies of the `constructs` library can be accidentally installed, and `instanceof` will behave unpredictably. It is safest to avoid using `instanceof`, and using this type-testing method instead.

Returns: true if `x` is an object created from a class which extends `Construct`.

func CfnDataset_CFN_RESOURCE_TYPE_NAME 

func CfnDataset_CFN_RESOURCE_TYPE_NAME() *string

func CfnDataset_IsCfnElement 

func CfnDataset_IsCfnElement(x interface{}) *bool

Returns `true` if a construct is a stack element (i.e. part of the synthesized cloudformation template).

Uses duck-typing instead of `instanceof` to allow stack elements from different versions of this library to be included in the same stack.

Returns: The construct as a stack element or undefined if it is not a stack element.

func CfnDataset_IsCfnResource 

func CfnDataset_IsCfnResource(x interface{}) *bool

Check whether the given object is a CfnResource.

func CfnDataset_IsConstruct 

func CfnDataset_IsConstruct(x interface{}) *bool

Checks if `x` is a construct.

Use this method instead of `instanceof` to properly detect `Construct` instances, even when the construct library is symlinked.

Explanation: in JavaScript, multiple copies of the `constructs` library on disk are seen as independent, completely different libraries. As a consequence, the class `Construct` in each copy of the `constructs` library is seen as a different class, and an instance of one class will not test as `instanceof` the other class. `npm install` will not create installations like this, but users may manually symlink construct libraries together or use a monorepo tool: in those cases, multiple copies of the `constructs` library can be accidentally installed, and `instanceof` will behave unpredictably. It is safest to avoid using `instanceof`, and using this type-testing method instead.

Returns: true if `x` is an object created from a class which extends `Construct`.

func CfnSchema_CFN_RESOURCE_TYPE_NAME 

func CfnSchema_CFN_RESOURCE_TYPE_NAME() *string

func CfnSchema_IsCfnElement 

func CfnSchema_IsCfnElement(x interface{}) *bool

Returns `true` if a construct is a stack element (i.e. part of the synthesized cloudformation template).

Uses duck-typing instead of `instanceof` to allow stack elements from different versions of this library to be included in the same stack.

Returns: The construct as a stack element or undefined if it is not a stack element.

func CfnSchema_IsCfnResource 

func CfnSchema_IsCfnResource(x interface{}) *bool

Check whether the given object is a CfnResource.

func CfnSchema_IsConstruct 

func CfnSchema_IsConstruct(x interface{}) *bool

Checks if `x` is a construct.

Use this method instead of `instanceof` to properly detect `Construct` instances, even when the construct library is symlinked.

Explanation: in JavaScript, multiple copies of the `constructs` library on disk are seen as independent, completely different libraries. As a consequence, the class `Construct` in each copy of the `constructs` library is seen as a different class, and an instance of one class will not test as `instanceof` the other class. `npm install` will not create installations like this, but users may manually symlink construct libraries together or use a monorepo tool: in those cases, multiple copies of the `constructs` library can be accidentally installed, and `instanceof` will behave unpredictably. It is safest to avoid using `instanceof`, and using this type-testing method instead.

Returns: true if `x` is an object created from a class which extends `Construct`.

func CfnSolution_CFN_RESOURCE_TYPE_NAME 

func CfnSolution_CFN_RESOURCE_TYPE_NAME() *string

func CfnSolution_IsCfnElement 

func CfnSolution_IsCfnElement(x interface{}) *bool

Returns `true` if a construct is a stack element (i.e. part of the synthesized cloudformation template).

Uses duck-typing instead of `instanceof` to allow stack elements from different versions of this library to be included in the same stack.

Returns: The construct as a stack element or undefined if it is not a stack element.

func CfnSolution_IsCfnResource 

func CfnSolution_IsCfnResource(x interface{}) *bool

Check whether the given object is a CfnResource.

func CfnSolution_IsConstruct 

func CfnSolution_IsConstruct(x interface{}) *bool

Checks if `x` is a construct.

Use this method instead of `instanceof` to properly detect `Construct` instances, even when the construct library is symlinked.

Explanation: in JavaScript, multiple copies of the `constructs` library on disk are seen as independent, completely different libraries. As a consequence, the class `Construct` in each copy of the `constructs` library is seen as a different class, and an instance of one class will not test as `instanceof` the other class. `npm install` will not create installations like this, but users may manually symlink construct libraries together or use a monorepo tool: in those cases, multiple copies of the `constructs` library can be accidentally installed, and `instanceof` will behave unpredictably. It is safest to avoid using `instanceof`, and using this type-testing method instead.

Returns: true if `x` is an object created from a class which extends `Construct`.

func NewCfnDatasetGroup_Override 

func NewCfnDatasetGroup_Override(c CfnDatasetGroup, scope constructs.Construct, id *string, props *CfnDatasetGroupProps)

func NewCfnDataset_Override 

func NewCfnDataset_Override(c CfnDataset, scope constructs.Construct, id *string, props *CfnDatasetProps)

func NewCfnSchema_Override 

func NewCfnSchema_Override(c CfnSchema, scope constructs.Construct, id *string, props *CfnSchemaProps)

func NewCfnSolution_Override 

func NewCfnSolution_Override(c CfnSolution, scope constructs.Construct, id *string, props *CfnSolutionProps)

Types

type CfnDataset 

type CfnDataset interface {
	awscdk.CfnResource
	awscdk.IInspectable
	// The Amazon Resource Name (ARN) of the dataset.
	AttrDatasetArn() *string
	// Options for this resource, such as condition, update policy etc.
	CfnOptions() awscdk.ICfnResourceOptions
	CfnProperties() *map[string]interface{}
	// AWS resource type.
	CfnResourceType() *string
	// Returns: the stack trace of the point where this Resource was created from, sourced
	// from the +metadata+ entry typed +aws:cdk:logicalId+, and with the bottom-most
	// node +internal+ entries filtered.
	CreationStack() *[]*string
	// The Amazon Resource Name (ARN) of the dataset group.
	DatasetGroupArn() *string
	SetDatasetGroupArn(val *string)
	// Describes a job that imports training data from a data source (Amazon S3 bucket) to an Amazon Personalize dataset.
	DatasetImportJob() interface{}
	SetDatasetImportJob(val interface{})
	// One of the following values:.
	DatasetType() *string
	SetDatasetType(val *string)
	// The logical ID for this CloudFormation stack element.
	//
	// The logical ID of the element
	// is calculated from the path of the resource node in the construct tree.
	//
	// To override this value, use `overrideLogicalId(newLogicalId)`.
	//
	// Returns: the logical ID as a stringified token. This value will only get
	// resolved during synthesis.
	LogicalId() *string
	// The name of the dataset.
	Name() *string
	SetName(val *string)
	// The tree node.
	Node() constructs.Node
	// Return a string that will be resolved to a CloudFormation `{ Ref }` for this element.
	//
	// If, by any chance, the intrinsic reference of a resource is not a string, you could
	// coerce it to an IResolvable through `Lazy.any({ produce: resource.ref })`.
	Ref() *string
	// The ARN of the associated schema.
	SchemaArn() *string
	SetSchemaArn(val *string)
	// The stack in which this element is defined.
	//
	// CfnElements must be defined within a stack scope (directly or indirectly).
	Stack() awscdk.Stack
	// Deprecated.
	// Deprecated: use `updatedProperties`
	//
	// Return properties modified after initiation
	//
	// Resources that expose mutable properties should override this function to
	// collect and return the properties object for this resource.
	UpdatedProperites() *map[string]interface{}
	// Return properties modified after initiation.
	//
	// Resources that expose mutable properties should override this function to
	// collect and return the properties object for this resource.
	UpdatedProperties() *map[string]interface{}
	// Syntactic sugar for `addOverride(path, undefined)`.
	AddDeletionOverride(path *string)
	// Indicates that this resource depends on another resource and cannot be provisioned unless the other resource has been successfully provisioned.
	//
	// This can be used for resources across stacks (or nested stack) boundaries
	// and the dependency will automatically be transferred to the relevant scope.
	AddDependency(target awscdk.CfnResource)
	// Indicates that this resource depends on another resource and cannot be provisioned unless the other resource has been successfully provisioned.
	// Deprecated: use addDependency.
	AddDependsOn(target awscdk.CfnResource)
	// Add a value to the CloudFormation Resource Metadata.
	// See: https://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/metadata-section-structure.html
	//
	// Note that this is a different set of metadata from CDK node metadata; this
	// metadata ends up in the stack template under the resource, whereas CDK
	// node metadata ends up in the Cloud Assembly.
	//
	AddMetadata(key *string, value interface{})
	// Adds an override to the synthesized CloudFormation resource.
	//
	// To add a
	// property override, either use `addPropertyOverride` or prefix `path` with
	// "Properties." (i.e. `Properties.TopicName`).
	//
	// If the override is nested, separate each nested level using a dot (.) in the path parameter.
	// If there is an array as part of the nesting, specify the index in the path.
	//
	// To include a literal `.` in the property name, prefix with a `\`. In most
	// programming languages you will need to write this as `"\\."` because the
	// `\` itself will need to be escaped.
	//
	// For example,
	// “`typescript
	// cfnResource.addOverride('Properties.GlobalSecondaryIndexes.0.Projection.NonKeyAttributes', ['myattribute']);
	// cfnResource.addOverride('Properties.GlobalSecondaryIndexes.1.ProjectionType', 'INCLUDE');
	// “`
	// would add the overrides
	// “`json
	// "Properties": {
	//   "GlobalSecondaryIndexes": [
	//     {
	//       "Projection": {
	//         "NonKeyAttributes": [ "myattribute" ]
	//         ...
	//       }
	//       ...
	//     },
	//     {
	//       "ProjectionType": "INCLUDE"
	//       ...
	//     },
	//   ]
	//   ...
	// }
	// “`
	//
	// The `value` argument to `addOverride` will not be processed or translated
	// in any way. Pass raw JSON values in here with the correct capitalization
	// for CloudFormation. If you pass CDK classes or structs, they will be
	// rendered with lowercased key names, and CloudFormation will reject the
	// template.
	AddOverride(path *string, value interface{})
	// Adds an override that deletes the value of a property from the resource definition.
	AddPropertyDeletionOverride(propertyPath *string)
	// Adds an override to a resource property.
	//
	// Syntactic sugar for `addOverride("Properties.<...>", value)`.
	AddPropertyOverride(propertyPath *string, value interface{})
	// Sets the deletion policy of the resource based on the removal policy specified.
	//
	// The Removal Policy controls what happens to this resource when it stops
	// being managed by CloudFormation, either because you've removed it from the
	// CDK application or because you've made a change that requires the resource
	// to be replaced.
	//
	// The resource can be deleted (`RemovalPolicy.DESTROY`), or left in your AWS
	// account for data recovery and cleanup later (`RemovalPolicy.RETAIN`). In some
	// cases, a snapshot can be taken of the resource prior to deletion
	// (`RemovalPolicy.SNAPSHOT`). A list of resources that support this policy
	// can be found in the following link:.
	// See: https://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-attribute-deletionpolicy.html#aws-attribute-deletionpolicy-options
	//
	ApplyRemovalPolicy(policy awscdk.RemovalPolicy, options *awscdk.RemovalPolicyOptions)
	// Returns a token for an runtime attribute of this resource.
	//
	// Ideally, use generated attribute accessors (e.g. `resource.arn`), but this can be used for future compatibility
	// in case there is no generated attribute.
	GetAtt(attributeName *string, typeHint awscdk.ResolutionTypeHint) awscdk.Reference
	// Retrieve a value value from the CloudFormation Resource Metadata.
	// See: https://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/metadata-section-structure.html
	//
	// Note that this is a different set of metadata from CDK node metadata; this
	// metadata ends up in the stack template under the resource, whereas CDK
	// node metadata ends up in the Cloud Assembly.
	//
	GetMetadata(key *string) interface{}
	// Examines the CloudFormation resource and discloses attributes.
	Inspect(inspector awscdk.TreeInspector)
	// Retrieves an array of resources this resource depends on.
	//
	// This assembles dependencies on resources across stacks (including nested stacks)
	// automatically.
	ObtainDependencies() *[]interface{}
	// Get a shallow copy of dependencies between this resource and other resources in the same stack.
	ObtainResourceDependencies() *[]awscdk.CfnResource
	// Overrides the auto-generated logical ID with a specific ID.
	// See: https://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/resources-section-structure.html#resources-section-structure-logicalid
	//
	OverrideLogicalId(newLogicalId *string)
	// Indicates that this resource no longer depends on another resource.
	//
	// This can be used for resources across stacks (including nested stacks)
	// and the dependency will automatically be removed from the relevant scope.
	RemoveDependency(target awscdk.CfnResource)
	RenderProperties(props *map[string]interface{}) *map[string]interface{}
	// Replaces one dependency with another.
	ReplaceDependency(target awscdk.CfnResource, newTarget awscdk.CfnResource)
	// Can be overridden by subclasses to determine if this resource will be rendered into the cloudformation template.
	//
	// Returns: `true` if the resource should be included or `false` is the resource
	// should be omitted.
	ShouldSynthesize() *bool
	// Returns a string representation of this construct.
	//
	// Returns: a string representation of this resource.
	ToString() *string
	ValidateProperties(_properties interface{})
}

Creates an empty dataset and adds it to the specified dataset group.

Use [CreateDatasetImportJob](https://docs.aws.amazon.com/personalize/latest/dg/API_CreateDatasetImportJob.html) to import your training data to a dataset.

There are 5 types of datasets:

- Item interactions - Items - Users - Action interactions (you can't use CloudFormation to create an Action interactions dataset) - Actions (you can't use CloudFormation to create an Actions dataset)

Each dataset type has an associated schema with required field types. Only the `Item interactions` dataset is required in order to train a model (also referred to as creating a solution).

A dataset can be in one of the following states:

- CREATE PENDING > CREATE IN_PROGRESS > ACTIVE -or- CREATE FAILED - DELETE PENDING > DELETE IN_PROGRESS

To get the status of the dataset, call [DescribeDataset](https://docs.aws.amazon.com/personalize/latest/dg/API_DescribeDataset.html) .

**Related APIs** - [CreateDatasetGroup](https://docs.aws.amazon.com/personalize/latest/dg/API_CreateDatasetGroup.html) - [ListDatasets](https://docs.aws.amazon.com/personalize/latest/dg/API_ListDatasets.html) - [DescribeDataset](https://docs.aws.amazon.com/personalize/latest/dg/API_DescribeDataset.html) - [DeleteDataset](https://docs.aws.amazon.com/personalize/latest/dg/API_DeleteDataset.html)

Example: 

// The code below shows an example of how to instantiate this type.
// The values are placeholders you should change.
import "github.com/aws/aws-cdk-go/awscdk"

var dataSource interface{}

cfnDataset := awscdk.Aws_personalize.NewCfnDataset(this, jsii.String("MyCfnDataset"), &CfnDatasetProps{
	DatasetGroupArn: jsii.String("datasetGroupArn"),
	DatasetType: jsii.String("datasetType"),
	Name: jsii.String("name"),
	SchemaArn: jsii.String("schemaArn"),

	// the properties below are optional
	DatasetImportJob: &DatasetImportJobProperty{
		DatasetArn: jsii.String("datasetArn"),
		DatasetImportJobArn: jsii.String("datasetImportJobArn"),
		DataSource: dataSource,
		JobName: jsii.String("jobName"),
		RoleArn: jsii.String("roleArn"),
	},
})

See: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-personalize-dataset.html

func NewCfnDataset 

func NewCfnDataset(scope constructs.Construct, id *string, props *CfnDatasetProps) CfnDataset

type CfnDatasetGroup 

type CfnDatasetGroup interface {
	awscdk.CfnResource
	awscdk.IInspectable
	// The Amazon Resource Name (ARN) of the dataset group.
	AttrDatasetGroupArn() *string
	// Options for this resource, such as condition, update policy etc.
	CfnOptions() awscdk.ICfnResourceOptions
	CfnProperties() *map[string]interface{}
	// AWS resource type.
	CfnResourceType() *string
	// Returns: the stack trace of the point where this Resource was created from, sourced
	// from the +metadata+ entry typed +aws:cdk:logicalId+, and with the bottom-most
	// node +internal+ entries filtered.
	CreationStack() *[]*string
	// The domain of a Domain dataset group.
	Domain() *string
	SetDomain(val *string)
	// The Amazon Resource Name (ARN) of the AWS Key Management Service (KMS) key used to encrypt the datasets.
	KmsKeyArn() *string
	SetKmsKeyArn(val *string)
	// The logical ID for this CloudFormation stack element.
	//
	// The logical ID of the element
	// is calculated from the path of the resource node in the construct tree.
	//
	// To override this value, use `overrideLogicalId(newLogicalId)`.
	//
	// Returns: the logical ID as a stringified token. This value will only get
	// resolved during synthesis.
	LogicalId() *string
	// The name of the dataset group.
	Name() *string
	SetName(val *string)
	// The tree node.
	Node() constructs.Node
	// Return a string that will be resolved to a CloudFormation `{ Ref }` for this element.
	//
	// If, by any chance, the intrinsic reference of a resource is not a string, you could
	// coerce it to an IResolvable through `Lazy.any({ produce: resource.ref })`.
	Ref() *string
	// The ARN of the AWS Identity and Access Management (IAM) role that has permissions to access the AWS Key Management Service (KMS) key.
	RoleArn() *string
	SetRoleArn(val *string)
	// The stack in which this element is defined.
	//
	// CfnElements must be defined within a stack scope (directly or indirectly).
	Stack() awscdk.Stack
	// Deprecated.
	// Deprecated: use `updatedProperties`
	//
	// Return properties modified after initiation
	//
	// Resources that expose mutable properties should override this function to
	// collect and return the properties object for this resource.
	UpdatedProperites() *map[string]interface{}
	// Return properties modified after initiation.
	//
	// Resources that expose mutable properties should override this function to
	// collect and return the properties object for this resource.
	UpdatedProperties() *map[string]interface{}
	// Syntactic sugar for `addOverride(path, undefined)`.
	AddDeletionOverride(path *string)
	// Indicates that this resource depends on another resource and cannot be provisioned unless the other resource has been successfully provisioned.
	//
	// This can be used for resources across stacks (or nested stack) boundaries
	// and the dependency will automatically be transferred to the relevant scope.
	AddDependency(target awscdk.CfnResource)
	// Indicates that this resource depends on another resource and cannot be provisioned unless the other resource has been successfully provisioned.
	// Deprecated: use addDependency.
	AddDependsOn(target awscdk.CfnResource)
	// Add a value to the CloudFormation Resource Metadata.
	// See: https://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/metadata-section-structure.html
	//
	// Note that this is a different set of metadata from CDK node metadata; this
	// metadata ends up in the stack template under the resource, whereas CDK
	// node metadata ends up in the Cloud Assembly.
	//
	AddMetadata(key *string, value interface{})
	// Adds an override to the synthesized CloudFormation resource.
	//
	// To add a
	// property override, either use `addPropertyOverride` or prefix `path` with
	// "Properties." (i.e. `Properties.TopicName`).
	//
	// If the override is nested, separate each nested level using a dot (.) in the path parameter.
	// If there is an array as part of the nesting, specify the index in the path.
	//
	// To include a literal `.` in the property name, prefix with a `\`. In most
	// programming languages you will need to write this as `"\\."` because the
	// `\` itself will need to be escaped.
	//
	// For example,
	// “`typescript
	// cfnResource.addOverride('Properties.GlobalSecondaryIndexes.0.Projection.NonKeyAttributes', ['myattribute']);
	// cfnResource.addOverride('Properties.GlobalSecondaryIndexes.1.ProjectionType', 'INCLUDE');
	// “`
	// would add the overrides
	// “`json
	// "Properties": {
	//   "GlobalSecondaryIndexes": [
	//     {
	//       "Projection": {
	//         "NonKeyAttributes": [ "myattribute" ]
	//         ...
	//       }
	//       ...
	//     },
	//     {
	//       "ProjectionType": "INCLUDE"
	//       ...
	//     },
	//   ]
	//   ...
	// }
	// “`
	//
	// The `value` argument to `addOverride` will not be processed or translated
	// in any way. Pass raw JSON values in here with the correct capitalization
	// for CloudFormation. If you pass CDK classes or structs, they will be
	// rendered with lowercased key names, and CloudFormation will reject the
	// template.
	AddOverride(path *string, value interface{})
	// Adds an override that deletes the value of a property from the resource definition.
	AddPropertyDeletionOverride(propertyPath *string)
	// Adds an override to a resource property.
	//
	// Syntactic sugar for `addOverride("Properties.<...>", value)`.
	AddPropertyOverride(propertyPath *string, value interface{})
	// Sets the deletion policy of the resource based on the removal policy specified.
	//
	// The Removal Policy controls what happens to this resource when it stops
	// being managed by CloudFormation, either because you've removed it from the
	// CDK application or because you've made a change that requires the resource
	// to be replaced.
	//
	// The resource can be deleted (`RemovalPolicy.DESTROY`), or left in your AWS
	// account for data recovery and cleanup later (`RemovalPolicy.RETAIN`). In some
	// cases, a snapshot can be taken of the resource prior to deletion
	// (`RemovalPolicy.SNAPSHOT`). A list of resources that support this policy
	// can be found in the following link:.
	// See: https://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-attribute-deletionpolicy.html#aws-attribute-deletionpolicy-options
	//
	ApplyRemovalPolicy(policy awscdk.RemovalPolicy, options *awscdk.RemovalPolicyOptions)
	// Returns a token for an runtime attribute of this resource.
	//
	// Ideally, use generated attribute accessors (e.g. `resource.arn`), but this can be used for future compatibility
	// in case there is no generated attribute.
	GetAtt(attributeName *string, typeHint awscdk.ResolutionTypeHint) awscdk.Reference
	// Retrieve a value value from the CloudFormation Resource Metadata.
	// See: https://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/metadata-section-structure.html
	//
	// Note that this is a different set of metadata from CDK node metadata; this
	// metadata ends up in the stack template under the resource, whereas CDK
	// node metadata ends up in the Cloud Assembly.
	//
	GetMetadata(key *string) interface{}
	// Examines the CloudFormation resource and discloses attributes.
	Inspect(inspector awscdk.TreeInspector)
	// Retrieves an array of resources this resource depends on.
	//
	// This assembles dependencies on resources across stacks (including nested stacks)
	// automatically.
	ObtainDependencies() *[]interface{}
	// Get a shallow copy of dependencies between this resource and other resources in the same stack.
	ObtainResourceDependencies() *[]awscdk.CfnResource
	// Overrides the auto-generated logical ID with a specific ID.
	// See: https://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/resources-section-structure.html#resources-section-structure-logicalid
	//
	OverrideLogicalId(newLogicalId *string)
	// Indicates that this resource no longer depends on another resource.
	//
	// This can be used for resources across stacks (including nested stacks)
	// and the dependency will automatically be removed from the relevant scope.
	RemoveDependency(target awscdk.CfnResource)
	RenderProperties(props *map[string]interface{}) *map[string]interface{}
	// Replaces one dependency with another.
	ReplaceDependency(target awscdk.CfnResource, newTarget awscdk.CfnResource)
	// Can be overridden by subclasses to determine if this resource will be rendered into the cloudformation template.
	//
	// Returns: `true` if the resource should be included or `false` is the resource
	// should be omitted.
	ShouldSynthesize() *bool
	// Returns a string representation of this construct.
	//
	// Returns: a string representation of this resource.
	ToString() *string
	ValidateProperties(_properties interface{})
}

A dataset group is a collection of related datasets (Item interactions, Users, Items, Actions, Action interactions).

You create a dataset group by calling [CreateDatasetGroup](https://docs.aws.amazon.com/personalize/latest/dg/API_CreateDatasetGroup.html) . You then create a dataset and add it to a dataset group by calling [CreateDataset](https://docs.aws.amazon.com/personalize/latest/dg/API_CreateDataset.html) . The dataset group is used to create and train a solution by calling [CreateSolution](https://docs.aws.amazon.com/personalize/latest/dg/API_CreateSolution.html) . A dataset group can contain only one of each type of dataset.

You can specify an AWS Key Management Service (KMS) key to encrypt the datasets in the group.

Example: 

// The code below shows an example of how to instantiate this type.
// The values are placeholders you should change.
import "github.com/aws/aws-cdk-go/awscdk"

cfnDatasetGroup := awscdk.Aws_personalize.NewCfnDatasetGroup(this, jsii.String("MyCfnDatasetGroup"), &CfnDatasetGroupProps{
	Name: jsii.String("name"),

	// the properties below are optional
	Domain: jsii.String("domain"),
	KmsKeyArn: jsii.String("kmsKeyArn"),
	RoleArn: jsii.String("roleArn"),
})

See: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-personalize-datasetgroup.html

func NewCfnDatasetGroup 

func NewCfnDatasetGroup(scope constructs.Construct, id *string, props *CfnDatasetGroupProps) CfnDatasetGroup

type CfnDatasetGroupProps 

type CfnDatasetGroupProps struct {
	// The name of the dataset group.
	// See: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-personalize-datasetgroup.html#cfn-personalize-datasetgroup-name
	//
	Name *string `field:"required" json:"name" yaml:"name"`
	// The domain of a Domain dataset group.
	// See: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-personalize-datasetgroup.html#cfn-personalize-datasetgroup-domain
	//
	Domain *string `field:"optional" json:"domain" yaml:"domain"`
	// The Amazon Resource Name (ARN) of the AWS Key Management Service (KMS) key used to encrypt the datasets.
	// See: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-personalize-datasetgroup.html#cfn-personalize-datasetgroup-kmskeyarn
	//
	KmsKeyArn *string `field:"optional" json:"kmsKeyArn" yaml:"kmsKeyArn"`
	// 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.
	// See: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-personalize-datasetgroup.html#cfn-personalize-datasetgroup-rolearn
	//
	RoleArn *string `field:"optional" json:"roleArn" yaml:"roleArn"`
}

Properties for defining a `CfnDatasetGroup`.

Example: 

// The code below shows an example of how to instantiate this type.
// The values are placeholders you should change.
import "github.com/aws/aws-cdk-go/awscdk"

cfnDatasetGroupProps := &CfnDatasetGroupProps{
	Name: jsii.String("name"),

	// the properties below are optional
	Domain: jsii.String("domain"),
	KmsKeyArn: jsii.String("kmsKeyArn"),
	RoleArn: jsii.String("roleArn"),
}

See: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-personalize-datasetgroup.html

type CfnDatasetProps 

type CfnDatasetProps struct {
	// The Amazon Resource Name (ARN) of the dataset group.
	// See: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-personalize-dataset.html#cfn-personalize-dataset-datasetgrouparn
	//
	DatasetGroupArn *string `field:"required" json:"datasetGroupArn" yaml:"datasetGroupArn"`
	// One of the following values:.
	//
	// - Interactions
	// - Items
	// - Users
	//
	// > You can't use CloudFormation to create an Action Interactions or Actions dataset.
	// See: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-personalize-dataset.html#cfn-personalize-dataset-datasettype
	//
	DatasetType *string `field:"required" json:"datasetType" yaml:"datasetType"`
	// The name of the dataset.
	// See: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-personalize-dataset.html#cfn-personalize-dataset-name
	//
	Name *string `field:"required" json:"name" yaml:"name"`
	// The ARN of the associated schema.
	// See: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-personalize-dataset.html#cfn-personalize-dataset-schemaarn
	//
	SchemaArn *string `field:"required" json:"schemaArn" yaml:"schemaArn"`
	// Describes a job that imports training data from a data source (Amazon S3 bucket) to an Amazon Personalize dataset.
	//
	// If you specify a dataset import job as part of a dataset, all dataset import job fields are required.
	// See: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-personalize-dataset.html#cfn-personalize-dataset-datasetimportjob
	//
	DatasetImportJob interface{} `field:"optional" json:"datasetImportJob" yaml:"datasetImportJob"`
}

Properties for defining a `CfnDataset`.

Example: 

// The code below shows an example of how to instantiate this type.
// The values are placeholders you should change.
import "github.com/aws/aws-cdk-go/awscdk"

var dataSource interface{}

cfnDatasetProps := &CfnDatasetProps{
	DatasetGroupArn: jsii.String("datasetGroupArn"),
	DatasetType: jsii.String("datasetType"),
	Name: jsii.String("name"),
	SchemaArn: jsii.String("schemaArn"),

	// the properties below are optional
	DatasetImportJob: &DatasetImportJobProperty{
		DatasetArn: jsii.String("datasetArn"),
		DatasetImportJobArn: jsii.String("datasetImportJobArn"),
		DataSource: dataSource,
		JobName: jsii.String("jobName"),
		RoleArn: jsii.String("roleArn"),
	},
}

See: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-personalize-dataset.html

type CfnDataset_DataSourceProperty added in v2.55.0 

type CfnDataset_DataSourceProperty struct {
	// For dataset import jobs, the path to the Amazon S3 bucket where the data that you want to upload to your dataset is stored.
	//
	// For data deletion jobs, the path to the Amazon S3 bucket that stores the list of records to delete.
	//
	// For example:
	//
	// `s3://bucket-name/folder-name/fileName.csv`
	//
	// If your CSV files are in a folder in your Amazon S3 bucket and you want your import job or data deletion job to consider multiple files, you can specify the path to the folder. With a data deletion job, Amazon Personalize uses all files in the folder and any sub folder. Use the following syntax with a `/` after the folder name:
	//
	// `s3://bucket-name/folder-name/`.
	// See: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-personalize-dataset-datasource.html#cfn-personalize-dataset-datasource-datalocation
	//
	DataLocation *string `field:"optional" json:"dataLocation" yaml:"dataLocation"`
}

Describes the data source that contains the data to upload to a dataset, or the list of records to delete from Amazon Personalize.

Example: 

// The code below shows an example of how to instantiate this type.
// The values are placeholders you should change.
import "github.com/aws/aws-cdk-go/awscdk"

dataSourceProperty := &DataSourceProperty{
	DataLocation: jsii.String("dataLocation"),
}

See: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-personalize-dataset-datasource.html

type CfnDataset_DatasetImportJobProperty 

type CfnDataset_DatasetImportJobProperty struct {
	// The Amazon Resource Name (ARN) of the dataset that receives the imported data.
	// See: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-personalize-dataset-datasetimportjob.html#cfn-personalize-dataset-datasetimportjob-datasetarn
	//
	DatasetArn *string `field:"optional" json:"datasetArn" yaml:"datasetArn"`
	// The ARN of the dataset import job.
	// See: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-personalize-dataset-datasetimportjob.html#cfn-personalize-dataset-datasetimportjob-datasetimportjobarn
	//
	DatasetImportJobArn *string `field:"optional" json:"datasetImportJobArn" yaml:"datasetImportJobArn"`
	// The Amazon S3 bucket that contains the training data to import.
	// See: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-personalize-dataset-datasetimportjob.html#cfn-personalize-dataset-datasetimportjob-datasource
	//
	DataSource interface{} `field:"optional" json:"dataSource" yaml:"dataSource"`
	// The name of the import job.
	// See: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-personalize-dataset-datasetimportjob.html#cfn-personalize-dataset-datasetimportjob-jobname
	//
	JobName *string `field:"optional" json:"jobName" yaml:"jobName"`
	// The ARN of the IAM role that has permissions to read from the Amazon S3 data source.
	// See: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-personalize-dataset-datasetimportjob.html#cfn-personalize-dataset-datasetimportjob-rolearn
	//
	RoleArn *string `field:"optional" json:"roleArn" yaml:"roleArn"`
}

Describes a job that imports training data from a data source (Amazon S3 bucket) to an Amazon Personalize dataset.

A dataset import job can be in one of the following states:

- CREATE PENDING > CREATE IN_PROGRESS > ACTIVE -or- CREATE FAILED

If you specify a dataset import job as part of a dataset, all dataset import job fields are required.

Example: 

// The code below shows an example of how to instantiate this type.
// The values are placeholders you should change.
import "github.com/aws/aws-cdk-go/awscdk"

var dataSource interface{}

datasetImportJobProperty := &DatasetImportJobProperty{
	DatasetArn: jsii.String("datasetArn"),
	DatasetImportJobArn: jsii.String("datasetImportJobArn"),
	DataSource: dataSource,
	JobName: jsii.String("jobName"),
	RoleArn: jsii.String("roleArn"),
}

See: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-personalize-dataset-datasetimportjob.html

type CfnSchema 

type CfnSchema interface {
	awscdk.CfnResource
	awscdk.IInspectable
	// The Amazon Resource Name (ARN) of the schema.
	AttrSchemaArn() *string
	// Options for this resource, such as condition, update policy etc.
	CfnOptions() awscdk.ICfnResourceOptions
	CfnProperties() *map[string]interface{}
	// AWS resource type.
	CfnResourceType() *string
	// Returns: the stack trace of the point where this Resource was created from, sourced
	// from the +metadata+ entry typed +aws:cdk:logicalId+, and with the bottom-most
	// node +internal+ entries filtered.
	CreationStack() *[]*string
	// The domain of a schema that you created for a dataset in a Domain dataset group.
	Domain() *string
	SetDomain(val *string)
	// The logical ID for this CloudFormation stack element.
	//
	// The logical ID of the element
	// is calculated from the path of the resource node in the construct tree.
	//
	// To override this value, use `overrideLogicalId(newLogicalId)`.
	//
	// Returns: the logical ID as a stringified token. This value will only get
	// resolved during synthesis.
	LogicalId() *string
	// The name of the schema.
	Name() *string
	SetName(val *string)
	// The tree node.
	Node() constructs.Node
	// Return a string that will be resolved to a CloudFormation `{ Ref }` for this element.
	//
	// If, by any chance, the intrinsic reference of a resource is not a string, you could
	// coerce it to an IResolvable through `Lazy.any({ produce: resource.ref })`.
	Ref() *string
	// The schema.
	Schema() *string
	SetSchema(val *string)
	// The stack in which this element is defined.
	//
	// CfnElements must be defined within a stack scope (directly or indirectly).
	Stack() awscdk.Stack
	// Deprecated.
	// Deprecated: use `updatedProperties`
	//
	// Return properties modified after initiation
	//
	// Resources that expose mutable properties should override this function to
	// collect and return the properties object for this resource.
	UpdatedProperites() *map[string]interface{}
	// Return properties modified after initiation.
	//
	// Resources that expose mutable properties should override this function to
	// collect and return the properties object for this resource.
	UpdatedProperties() *map[string]interface{}
	// Syntactic sugar for `addOverride(path, undefined)`.
	AddDeletionOverride(path *string)
	// Indicates that this resource depends on another resource and cannot be provisioned unless the other resource has been successfully provisioned.
	//
	// This can be used for resources across stacks (or nested stack) boundaries
	// and the dependency will automatically be transferred to the relevant scope.
	AddDependency(target awscdk.CfnResource)
	// Indicates that this resource depends on another resource and cannot be provisioned unless the other resource has been successfully provisioned.
	// Deprecated: use addDependency.
	AddDependsOn(target awscdk.CfnResource)
	// Add a value to the CloudFormation Resource Metadata.
	// See: https://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/metadata-section-structure.html
	//
	// Note that this is a different set of metadata from CDK node metadata; this
	// metadata ends up in the stack template under the resource, whereas CDK
	// node metadata ends up in the Cloud Assembly.
	//
	AddMetadata(key *string, value interface{})
	// Adds an override to the synthesized CloudFormation resource.
	//
	// To add a
	// property override, either use `addPropertyOverride` or prefix `path` with
	// "Properties." (i.e. `Properties.TopicName`).
	//
	// If the override is nested, separate each nested level using a dot (.) in the path parameter.
	// If there is an array as part of the nesting, specify the index in the path.
	//
	// To include a literal `.` in the property name, prefix with a `\`. In most
	// programming languages you will need to write this as `"\\."` because the
	// `\` itself will need to be escaped.
	//
	// For example,
	// “`typescript
	// cfnResource.addOverride('Properties.GlobalSecondaryIndexes.0.Projection.NonKeyAttributes', ['myattribute']);
	// cfnResource.addOverride('Properties.GlobalSecondaryIndexes.1.ProjectionType', 'INCLUDE');
	// “`
	// would add the overrides
	// “`json
	// "Properties": {
	//   "GlobalSecondaryIndexes": [
	//     {
	//       "Projection": {
	//         "NonKeyAttributes": [ "myattribute" ]
	//         ...
	//       }
	//       ...
	//     },
	//     {
	//       "ProjectionType": "INCLUDE"
	//       ...
	//     },
	//   ]
	//   ...
	// }
	// “`
	//
	// The `value` argument to `addOverride` will not be processed or translated
	// in any way. Pass raw JSON values in here with the correct capitalization
	// for CloudFormation. If you pass CDK classes or structs, they will be
	// rendered with lowercased key names, and CloudFormation will reject the
	// template.
	AddOverride(path *string, value interface{})
	// Adds an override that deletes the value of a property from the resource definition.
	AddPropertyDeletionOverride(propertyPath *string)
	// Adds an override to a resource property.
	//
	// Syntactic sugar for `addOverride("Properties.<...>", value)`.
	AddPropertyOverride(propertyPath *string, value interface{})
	// Sets the deletion policy of the resource based on the removal policy specified.
	//
	// The Removal Policy controls what happens to this resource when it stops
	// being managed by CloudFormation, either because you've removed it from the
	// CDK application or because you've made a change that requires the resource
	// to be replaced.
	//
	// The resource can be deleted (`RemovalPolicy.DESTROY`), or left in your AWS
	// account for data recovery and cleanup later (`RemovalPolicy.RETAIN`). In some
	// cases, a snapshot can be taken of the resource prior to deletion
	// (`RemovalPolicy.SNAPSHOT`). A list of resources that support this policy
	// can be found in the following link:.
	// See: https://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-attribute-deletionpolicy.html#aws-attribute-deletionpolicy-options
	//
	ApplyRemovalPolicy(policy awscdk.RemovalPolicy, options *awscdk.RemovalPolicyOptions)
	// Returns a token for an runtime attribute of this resource.
	//
	// Ideally, use generated attribute accessors (e.g. `resource.arn`), but this can be used for future compatibility
	// in case there is no generated attribute.
	GetAtt(attributeName *string, typeHint awscdk.ResolutionTypeHint) awscdk.Reference
	// Retrieve a value value from the CloudFormation Resource Metadata.
	// See: https://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/metadata-section-structure.html
	//
	// Note that this is a different set of metadata from CDK node metadata; this
	// metadata ends up in the stack template under the resource, whereas CDK
	// node metadata ends up in the Cloud Assembly.
	//
	GetMetadata(key *string) interface{}
	// Examines the CloudFormation resource and discloses attributes.
	Inspect(inspector awscdk.TreeInspector)
	// Retrieves an array of resources this resource depends on.
	//
	// This assembles dependencies on resources across stacks (including nested stacks)
	// automatically.
	ObtainDependencies() *[]interface{}
	// Get a shallow copy of dependencies between this resource and other resources in the same stack.
	ObtainResourceDependencies() *[]awscdk.CfnResource
	// Overrides the auto-generated logical ID with a specific ID.
	// See: https://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/resources-section-structure.html#resources-section-structure-logicalid
	//
	OverrideLogicalId(newLogicalId *string)
	// Indicates that this resource no longer depends on another resource.
	//
	// This can be used for resources across stacks (including nested stacks)
	// and the dependency will automatically be removed from the relevant scope.
	RemoveDependency(target awscdk.CfnResource)
	RenderProperties(props *map[string]interface{}) *map[string]interface{}
	// Replaces one dependency with another.
	ReplaceDependency(target awscdk.CfnResource, newTarget awscdk.CfnResource)
	// Can be overridden by subclasses to determine if this resource will be rendered into the cloudformation template.
	//
	// Returns: `true` if the resource should be included or `false` is the resource
	// should be omitted.
	ShouldSynthesize() *bool
	// Returns a string representation of this construct.
	//
	// Returns: a string representation of this resource.
	ToString() *string
	ValidateProperties(_properties interface{})
}

Creates an Amazon Personalize schema from the specified schema string.

The schema you create must be in Avro JSON format.

Amazon Personalize recognizes three schema variants. Each schema is associated with a dataset type and has a set of required field and keywords. If you are creating a schema for a dataset in a Domain dataset group, you provide the domain of the Domain dataset group. You specify a schema when you call [CreateDataset](https://docs.aws.amazon.com/personalize/latest/dg/API_CreateDataset.html) .

For more information on schemas, see [Datasets and schemas](https://docs.aws.amazon.com/personalize/latest/dg/how-it-works-dataset-schema.html) .

**Related APIs** - [ListSchemas](https://docs.aws.amazon.com/personalize/latest/dg/API_ListSchemas.html) - [DescribeSchema](https://docs.aws.amazon.com/personalize/latest/dg/API_DescribeSchema.html) - [DeleteSchema](https://docs.aws.amazon.com/personalize/latest/dg/API_DeleteSchema.html)

Example: 

// The code below shows an example of how to instantiate this type.
// The values are placeholders you should change.
import "github.com/aws/aws-cdk-go/awscdk"

cfnSchema := awscdk.Aws_personalize.NewCfnSchema(this, jsii.String("MyCfnSchema"), &CfnSchemaProps{
	Name: jsii.String("name"),
	Schema: jsii.String("schema"),

	// the properties below are optional
	Domain: jsii.String("domain"),
})

See: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-personalize-schema.html

func NewCfnSchema 

func NewCfnSchema(scope constructs.Construct, id *string, props *CfnSchemaProps) CfnSchema

type CfnSchemaProps 

type CfnSchemaProps struct {
	// The name of the schema.
	// See: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-personalize-schema.html#cfn-personalize-schema-name
	//
	Name *string `field:"required" json:"name" yaml:"name"`
	// The schema.
	// See: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-personalize-schema.html#cfn-personalize-schema-schema
	//
	Schema *string `field:"required" json:"schema" yaml:"schema"`
	// The domain of a schema that you created for a dataset in a Domain dataset group.
	// See: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-personalize-schema.html#cfn-personalize-schema-domain
	//
	Domain *string `field:"optional" json:"domain" yaml:"domain"`
}

Properties for defining a `CfnSchema`.

Example: 

// The code below shows an example of how to instantiate this type.
// The values are placeholders you should change.
import "github.com/aws/aws-cdk-go/awscdk"

cfnSchemaProps := &CfnSchemaProps{
	Name: jsii.String("name"),
	Schema: jsii.String("schema"),

	// the properties below are optional
	Domain: jsii.String("domain"),
}

See: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-personalize-schema.html

type CfnSolution 

type CfnSolution interface {
	awscdk.CfnResource
	awscdk.IInspectable
	// The Amazon Resource Name (ARN) of the solution.
	AttrSolutionArn() *string
	// Options for this resource, such as condition, update policy etc.
	CfnOptions() awscdk.ICfnResourceOptions
	CfnProperties() *map[string]interface{}
	// AWS resource type.
	CfnResourceType() *string
	// Returns: the stack trace of the point where this Resource was created from, sourced
	// from the +metadata+ entry typed +aws:cdk:logicalId+, and with the bottom-most
	// node +internal+ entries filtered.
	CreationStack() *[]*string
	// The Amazon Resource Name (ARN) of the dataset group that provides the training data.
	DatasetGroupArn() *string
	SetDatasetGroupArn(val *string)
	// The event type (for example, 'click' or 'like') that is used for training the model.
	EventType() *string
	SetEventType(val *string)
	// The logical ID for this CloudFormation stack element.
	//
	// The logical ID of the element
	// is calculated from the path of the resource node in the construct tree.
	//
	// To override this value, use `overrideLogicalId(newLogicalId)`.
	//
	// Returns: the logical ID as a stringified token. This value will only get
	// resolved during synthesis.
	LogicalId() *string
	// The name of the solution.
	Name() *string
	SetName(val *string)
	// The tree node.
	Node() constructs.Node
	// > We don't recommend enabling automated machine learning.
	PerformAutoMl() interface{}
	SetPerformAutoMl(val interface{})
	// Whether to perform hyperparameter optimization (HPO) on the chosen recipe.
	PerformHpo() interface{}
	SetPerformHpo(val interface{})
	// The ARN of the recipe used to create the solution.
	RecipeArn() *string
	SetRecipeArn(val *string)
	// Return a string that will be resolved to a CloudFormation `{ Ref }` for this element.
	//
	// If, by any chance, the intrinsic reference of a resource is not a string, you could
	// coerce it to an IResolvable through `Lazy.any({ produce: resource.ref })`.
	Ref() *string
	// Describes the configuration properties for the solution.
	SolutionConfig() interface{}
	SetSolutionConfig(val interface{})
	// The stack in which this element is defined.
	//
	// CfnElements must be defined within a stack scope (directly or indirectly).
	Stack() awscdk.Stack
	// Deprecated.
	// Deprecated: use `updatedProperties`
	//
	// Return properties modified after initiation
	//
	// Resources that expose mutable properties should override this function to
	// collect and return the properties object for this resource.
	UpdatedProperites() *map[string]interface{}
	// Return properties modified after initiation.
	//
	// Resources that expose mutable properties should override this function to
	// collect and return the properties object for this resource.
	UpdatedProperties() *map[string]interface{}
	// Syntactic sugar for `addOverride(path, undefined)`.
	AddDeletionOverride(path *string)
	// Indicates that this resource depends on another resource and cannot be provisioned unless the other resource has been successfully provisioned.
	//
	// This can be used for resources across stacks (or nested stack) boundaries
	// and the dependency will automatically be transferred to the relevant scope.
	AddDependency(target awscdk.CfnResource)
	// Indicates that this resource depends on another resource and cannot be provisioned unless the other resource has been successfully provisioned.
	// Deprecated: use addDependency.
	AddDependsOn(target awscdk.CfnResource)
	// Add a value to the CloudFormation Resource Metadata.
	// See: https://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/metadata-section-structure.html
	//
	// Note that this is a different set of metadata from CDK node metadata; this
	// metadata ends up in the stack template under the resource, whereas CDK
	// node metadata ends up in the Cloud Assembly.
	//
	AddMetadata(key *string, value interface{})
	// Adds an override to the synthesized CloudFormation resource.
	//
	// To add a
	// property override, either use `addPropertyOverride` or prefix `path` with
	// "Properties." (i.e. `Properties.TopicName`).
	//
	// If the override is nested, separate each nested level using a dot (.) in the path parameter.
	// If there is an array as part of the nesting, specify the index in the path.
	//
	// To include a literal `.` in the property name, prefix with a `\`. In most
	// programming languages you will need to write this as `"\\."` because the
	// `\` itself will need to be escaped.
	//
	// For example,
	// “`typescript
	// cfnResource.addOverride('Properties.GlobalSecondaryIndexes.0.Projection.NonKeyAttributes', ['myattribute']);
	// cfnResource.addOverride('Properties.GlobalSecondaryIndexes.1.ProjectionType', 'INCLUDE');
	// “`
	// would add the overrides
	// “`json
	// "Properties": {
	//   "GlobalSecondaryIndexes": [
	//     {
	//       "Projection": {
	//         "NonKeyAttributes": [ "myattribute" ]
	//         ...
	//       }
	//       ...
	//     },
	//     {
	//       "ProjectionType": "INCLUDE"
	//       ...
	//     },
	//   ]
	//   ...
	// }
	// “`
	//
	// The `value` argument to `addOverride` will not be processed or translated
	// in any way. Pass raw JSON values in here with the correct capitalization
	// for CloudFormation. If you pass CDK classes or structs, they will be
	// rendered with lowercased key names, and CloudFormation will reject the
	// template.
	AddOverride(path *string, value interface{})
	// Adds an override that deletes the value of a property from the resource definition.
	AddPropertyDeletionOverride(propertyPath *string)
	// Adds an override to a resource property.
	//
	// Syntactic sugar for `addOverride("Properties.<...>", value)`.
	AddPropertyOverride(propertyPath *string, value interface{})
	// Sets the deletion policy of the resource based on the removal policy specified.
	//
	// The Removal Policy controls what happens to this resource when it stops
	// being managed by CloudFormation, either because you've removed it from the
	// CDK application or because you've made a change that requires the resource
	// to be replaced.
	//
	// The resource can be deleted (`RemovalPolicy.DESTROY`), or left in your AWS
	// account for data recovery and cleanup later (`RemovalPolicy.RETAIN`). In some
	// cases, a snapshot can be taken of the resource prior to deletion
	// (`RemovalPolicy.SNAPSHOT`). A list of resources that support this policy
	// can be found in the following link:.
	// See: https://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-attribute-deletionpolicy.html#aws-attribute-deletionpolicy-options
	//
	ApplyRemovalPolicy(policy awscdk.RemovalPolicy, options *awscdk.RemovalPolicyOptions)
	// Returns a token for an runtime attribute of this resource.
	//
	// Ideally, use generated attribute accessors (e.g. `resource.arn`), but this can be used for future compatibility
	// in case there is no generated attribute.
	GetAtt(attributeName *string, typeHint awscdk.ResolutionTypeHint) awscdk.Reference
	// Retrieve a value value from the CloudFormation Resource Metadata.
	// See: https://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/metadata-section-structure.html
	//
	// Note that this is a different set of metadata from CDK node metadata; this
	// metadata ends up in the stack template under the resource, whereas CDK
	// node metadata ends up in the Cloud Assembly.
	//
	GetMetadata(key *string) interface{}
	// Examines the CloudFormation resource and discloses attributes.
	Inspect(inspector awscdk.TreeInspector)
	// Retrieves an array of resources this resource depends on.
	//
	// This assembles dependencies on resources across stacks (including nested stacks)
	// automatically.
	ObtainDependencies() *[]interface{}
	// Get a shallow copy of dependencies between this resource and other resources in the same stack.
	ObtainResourceDependencies() *[]awscdk.CfnResource
	// Overrides the auto-generated logical ID with a specific ID.
	// See: https://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/resources-section-structure.html#resources-section-structure-logicalid
	//
	OverrideLogicalId(newLogicalId *string)
	// Indicates that this resource no longer depends on another resource.
	//
	// This can be used for resources across stacks (including nested stacks)
	// and the dependency will automatically be removed from the relevant scope.
	RemoveDependency(target awscdk.CfnResource)
	RenderProperties(props *map[string]interface{}) *map[string]interface{}
	// Replaces one dependency with another.
	ReplaceDependency(target awscdk.CfnResource, newTarget awscdk.CfnResource)
	// Can be overridden by subclasses to determine if this resource will be rendered into the cloudformation template.
	//
	// Returns: `true` if the resource should be included or `false` is the resource
	// should be omitted.
	ShouldSynthesize() *bool
	// Returns a string representation of this construct.
	//
	// Returns: a string representation of this resource.
	ToString() *string
	ValidateProperties(_properties interface{})
}

> After you create a solution, you can’t change its configuration.

By default, all new solutions use automatic training. With automatic training, you incur training costs while your solution is active. You can't stop automatic training for a solution. To avoid unnecessary costs, make sure to delete the solution when you are finished. For information about training costs, see [Amazon Personalize pricing](https://docs.aws.amazon.com/https://aws.amazon.com/personalize/pricing/) .

An object that provides information about a solution. A solution includes the custom recipe, customized parameters, and trained models (Solution Versions) that Amazon Personalize uses to generate recommendations.

After you create a solution, you can’t change its configuration. If you need to make changes, you can [clone the solution](https://docs.aws.amazon.com/personalize/latest/dg/cloning-solution.html) with the Amazon Personalize console or create a new one.

Example: 

// The code below shows an example of how to instantiate this type.
// The values are placeholders you should change.
import "github.com/aws/aws-cdk-go/awscdk"

var autoMlConfig interface{}
var hpoConfig interface{}

cfnSolution := awscdk.Aws_personalize.NewCfnSolution(this, jsii.String("MyCfnSolution"), &CfnSolutionProps{
	DatasetGroupArn: jsii.String("datasetGroupArn"),
	Name: jsii.String("name"),

	// the properties below are optional
	EventType: jsii.String("eventType"),
	PerformAutoMl: jsii.Boolean(false),
	PerformHpo: jsii.Boolean(false),
	RecipeArn: jsii.String("recipeArn"),
	SolutionConfig: &SolutionConfigProperty{
		AlgorithmHyperParameters: map[string]*string{
			"algorithmHyperParametersKey": jsii.String("algorithmHyperParameters"),
		},
		AutoMlConfig: autoMlConfig,
		EventValueThreshold: jsii.String("eventValueThreshold"),
		FeatureTransformationParameters: map[string]*string{
			"featureTransformationParametersKey": jsii.String("featureTransformationParameters"),
		},
		HpoConfig: hpoConfig,
	},
})

See: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-personalize-solution.html

func NewCfnSolution 

func NewCfnSolution(scope constructs.Construct, id *string, props *CfnSolutionProps) CfnSolution

type CfnSolutionProps 

type CfnSolutionProps struct {
	// The Amazon Resource Name (ARN) of the dataset group that provides the training data.
	// See: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-personalize-solution.html#cfn-personalize-solution-datasetgrouparn
	//
	DatasetGroupArn *string `field:"required" json:"datasetGroupArn" yaml:"datasetGroupArn"`
	// The name of the solution.
	// See: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-personalize-solution.html#cfn-personalize-solution-name
	//
	Name *string `field:"required" json:"name" yaml:"name"`
	// The event type (for example, 'click' or 'like') that is used for training the model.
	//
	// If no `eventType` is provided, Amazon Personalize uses all interactions for training with equal weight regardless of type.
	// See: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-personalize-solution.html#cfn-personalize-solution-eventtype
	//
	EventType *string `field:"optional" json:"eventType" yaml:"eventType"`
	// > We don't recommend enabling automated machine learning.
	//
	// Instead, match your use case to the available Amazon Personalize recipes. For more information, see [Determining your use case.](https://docs.aws.amazon.com/personalize/latest/dg/determining-use-case.html)
	//
	// When true, Amazon Personalize performs a search for the best USER_PERSONALIZATION recipe from the list specified in the solution configuration ( `recipeArn` must not be specified). When false (the default), Amazon Personalize uses `recipeArn` for training.
	// See: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-personalize-solution.html#cfn-personalize-solution-performautoml
	//
	PerformAutoMl interface{} `field:"optional" json:"performAutoMl" yaml:"performAutoMl"`
	// Whether to perform hyperparameter optimization (HPO) on the chosen recipe.
	//
	// The default is `false` .
	// See: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-personalize-solution.html#cfn-personalize-solution-performhpo
	//
	PerformHpo interface{} `field:"optional" json:"performHpo" yaml:"performHpo"`
	// The ARN of the recipe used to create the solution.
	//
	// This is required when `performAutoML` is false.
	// See: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-personalize-solution.html#cfn-personalize-solution-recipearn
	//
	RecipeArn *string `field:"optional" json:"recipeArn" yaml:"recipeArn"`
	// Describes the configuration properties for the solution.
	// See: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-personalize-solution.html#cfn-personalize-solution-solutionconfig
	//
	SolutionConfig interface{} `field:"optional" json:"solutionConfig" yaml:"solutionConfig"`
}

Properties for defining a `CfnSolution`.

Example: 

// The code below shows an example of how to instantiate this type.
// The values are placeholders you should change.
import "github.com/aws/aws-cdk-go/awscdk"

var autoMlConfig interface{}
var hpoConfig interface{}

cfnSolutionProps := &CfnSolutionProps{
	DatasetGroupArn: jsii.String("datasetGroupArn"),
	Name: jsii.String("name"),

	// the properties below are optional
	EventType: jsii.String("eventType"),
	PerformAutoMl: jsii.Boolean(false),
	PerformHpo: jsii.Boolean(false),
	RecipeArn: jsii.String("recipeArn"),
	SolutionConfig: &SolutionConfigProperty{
		AlgorithmHyperParameters: map[string]*string{
			"algorithmHyperParametersKey": jsii.String("algorithmHyperParameters"),
		},
		AutoMlConfig: autoMlConfig,
		EventValueThreshold: jsii.String("eventValueThreshold"),
		FeatureTransformationParameters: map[string]*string{
			"featureTransformationParametersKey": jsii.String("featureTransformationParameters"),
		},
		HpoConfig: hpoConfig,
	},
}

See: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-personalize-solution.html

type CfnSolution_AlgorithmHyperParameterRangesProperty added in v2.55.0 

type CfnSolution_AlgorithmHyperParameterRangesProperty struct {
	// Provides the name and range of a categorical hyperparameter.
	// See: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-personalize-solution-algorithmhyperparameterranges.html#cfn-personalize-solution-algorithmhyperparameterranges-categoricalhyperparameterranges
	//
	CategoricalHyperParameterRanges interface{} `field:"optional" json:"categoricalHyperParameterRanges" yaml:"categoricalHyperParameterRanges"`
	// Provides the name and range of a continuous hyperparameter.
	// See: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-personalize-solution-algorithmhyperparameterranges.html#cfn-personalize-solution-algorithmhyperparameterranges-continuoushyperparameterranges
	//
	ContinuousHyperParameterRanges interface{} `field:"optional" json:"continuousHyperParameterRanges" yaml:"continuousHyperParameterRanges"`
	// Provides the name and range of an integer-valued hyperparameter.
	// See: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-personalize-solution-algorithmhyperparameterranges.html#cfn-personalize-solution-algorithmhyperparameterranges-integerhyperparameterranges
	//
	IntegerHyperParameterRanges interface{} `field:"optional" json:"integerHyperParameterRanges" yaml:"integerHyperParameterRanges"`
}

Specifies the hyperparameters and their ranges.

Hyperparameters can be categorical, continuous, or integer-valued.

Example: 

// The code below shows an example of how to instantiate this type.
// The values are placeholders you should change.
import "github.com/aws/aws-cdk-go/awscdk"

algorithmHyperParameterRangesProperty := &AlgorithmHyperParameterRangesProperty{
	CategoricalHyperParameterRanges: []interface{}{
		&CategoricalHyperParameterRangeProperty{
			Name: jsii.String("name"),
			Values: []*string{
				jsii.String("values"),
			},
		},
	},
	ContinuousHyperParameterRanges: []interface{}{
		&ContinuousHyperParameterRangeProperty{
			MaxValue: jsii.Number(123),
			MinValue: jsii.Number(123),
			Name: jsii.String("name"),
		},
	},
	IntegerHyperParameterRanges: []interface{}{
		&IntegerHyperParameterRangeProperty{
			MaxValue: jsii.Number(123),
			MinValue: jsii.Number(123),
			Name: jsii.String("name"),
		},
	},
}

See: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-personalize-solution-algorithmhyperparameterranges.html

type CfnSolution_AutoMLConfigProperty added in v2.55.0 

type CfnSolution_AutoMLConfigProperty struct {
	// The metric to optimize.
	// See: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-personalize-solution-automlconfig.html#cfn-personalize-solution-automlconfig-metricname
	//
	MetricName *string `field:"optional" json:"metricName" yaml:"metricName"`
	// The list of candidate recipes.
	// See: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-personalize-solution-automlconfig.html#cfn-personalize-solution-automlconfig-recipelist
	//
	RecipeList *[]*string `field:"optional" json:"recipeList" yaml:"recipeList"`
}

When the solution performs AutoML ( `performAutoML` is true in [CreateSolution](https://docs.aws.amazon.com/personalize/latest/dg/API_CreateSolution.html) ), Amazon Personalize determines which recipe, from the specified list, optimizes the given metric. Amazon Personalize then uses that recipe for the solution.

Example: 

// The code below shows an example of how to instantiate this type.
// The values are placeholders you should change.
import "github.com/aws/aws-cdk-go/awscdk"

autoMLConfigProperty := &AutoMLConfigProperty{
	MetricName: jsii.String("metricName"),
	RecipeList: []*string{
		jsii.String("recipeList"),
	},
}

See: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-personalize-solution-automlconfig.html

type CfnSolution_CategoricalHyperParameterRangeProperty added in v2.55.0 

type CfnSolution_CategoricalHyperParameterRangeProperty struct {
	// The name of the hyperparameter.
	// See: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-personalize-solution-categoricalhyperparameterrange.html#cfn-personalize-solution-categoricalhyperparameterrange-name
	//
	Name *string `field:"optional" json:"name" yaml:"name"`
	// A list of the categories for the hyperparameter.
	// See: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-personalize-solution-categoricalhyperparameterrange.html#cfn-personalize-solution-categoricalhyperparameterrange-values
	//
	Values *[]*string `field:"optional" json:"values" yaml:"values"`
}

Provides the name and range of a categorical hyperparameter.

Example: 

// The code below shows an example of how to instantiate this type.
// The values are placeholders you should change.
import "github.com/aws/aws-cdk-go/awscdk"

categoricalHyperParameterRangeProperty := &CategoricalHyperParameterRangeProperty{
	Name: jsii.String("name"),
	Values: []*string{
		jsii.String("values"),
	},
}

See: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-personalize-solution-categoricalhyperparameterrange.html

type CfnSolution_ContinuousHyperParameterRangeProperty added in v2.55.0 

type CfnSolution_ContinuousHyperParameterRangeProperty struct {
	// The maximum allowable value for the hyperparameter.
	// See: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-personalize-solution-continuoushyperparameterrange.html#cfn-personalize-solution-continuoushyperparameterrange-maxvalue
	//
	MaxValue *float64 `field:"optional" json:"maxValue" yaml:"maxValue"`
	// The minimum allowable value for the hyperparameter.
	// See: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-personalize-solution-continuoushyperparameterrange.html#cfn-personalize-solution-continuoushyperparameterrange-minvalue
	//
	MinValue *float64 `field:"optional" json:"minValue" yaml:"minValue"`
	// The name of the hyperparameter.
	// See: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-personalize-solution-continuoushyperparameterrange.html#cfn-personalize-solution-continuoushyperparameterrange-name
	//
	Name *string `field:"optional" json:"name" yaml:"name"`
}

Provides the name and range of a continuous hyperparameter.

Example: 

// The code below shows an example of how to instantiate this type.
// The values are placeholders you should change.
import "github.com/aws/aws-cdk-go/awscdk"

continuousHyperParameterRangeProperty := &ContinuousHyperParameterRangeProperty{
	MaxValue: jsii.Number(123),
	MinValue: jsii.Number(123),
	Name: jsii.String("name"),
}

See: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-personalize-solution-continuoushyperparameterrange.html

type CfnSolution_HpoConfigProperty added in v2.55.0 

type CfnSolution_HpoConfigProperty struct {
	// The hyperparameters and their allowable ranges.
	// See: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-personalize-solution-hpoconfig.html#cfn-personalize-solution-hpoconfig-algorithmhyperparameterranges
	//
	AlgorithmHyperParameterRanges interface{} `field:"optional" json:"algorithmHyperParameterRanges" yaml:"algorithmHyperParameterRanges"`
	// The metric to optimize during HPO.
	//
	// > Amazon Personalize doesn't support configuring the `hpoObjective` at this time.
	// See: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-personalize-solution-hpoconfig.html#cfn-personalize-solution-hpoconfig-hpoobjective
	//
	HpoObjective interface{} `field:"optional" json:"hpoObjective" yaml:"hpoObjective"`
	// Describes the resource configuration for HPO.
	// See: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-personalize-solution-hpoconfig.html#cfn-personalize-solution-hpoconfig-hporesourceconfig
	//
	HpoResourceConfig interface{} `field:"optional" json:"hpoResourceConfig" yaml:"hpoResourceConfig"`
}

Describes the properties for hyperparameter optimization (HPO).

Example: 

// The code below shows an example of how to instantiate this type.
// The values are placeholders you should change.
import "github.com/aws/aws-cdk-go/awscdk"

hpoConfigProperty := &HpoConfigProperty{
	AlgorithmHyperParameterRanges: &AlgorithmHyperParameterRangesProperty{
		CategoricalHyperParameterRanges: []interface{}{
			&CategoricalHyperParameterRangeProperty{
				Name: jsii.String("name"),
				Values: []*string{
					jsii.String("values"),
				},
			},
		},
		ContinuousHyperParameterRanges: []interface{}{
			&ContinuousHyperParameterRangeProperty{
				MaxValue: jsii.Number(123),
				MinValue: jsii.Number(123),
				Name: jsii.String("name"),
			},
		},
		IntegerHyperParameterRanges: []interface{}{
			&IntegerHyperParameterRangeProperty{
				MaxValue: jsii.Number(123),
				MinValue: jsii.Number(123),
				Name: jsii.String("name"),
			},
		},
	},
	HpoObjective: &HpoObjectiveProperty{
		MetricName: jsii.String("metricName"),
		MetricRegex: jsii.String("metricRegex"),
		Type: jsii.String("type"),
	},
	HpoResourceConfig: &HpoResourceConfigProperty{
		MaxNumberOfTrainingJobs: jsii.String("maxNumberOfTrainingJobs"),
		MaxParallelTrainingJobs: jsii.String("maxParallelTrainingJobs"),
	},
}

See: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-personalize-solution-hpoconfig.html

type CfnSolution_HpoObjectiveProperty added in v2.55.0 

type CfnSolution_HpoObjectiveProperty struct {
	// The name of the metric.
	// See: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-personalize-solution-hpoobjective.html#cfn-personalize-solution-hpoobjective-metricname
	//
	MetricName *string `field:"optional" json:"metricName" yaml:"metricName"`
	// A regular expression for finding the metric in the training job logs.
	// See: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-personalize-solution-hpoobjective.html#cfn-personalize-solution-hpoobjective-metricregex
	//
	MetricRegex *string `field:"optional" json:"metricRegex" yaml:"metricRegex"`
	// The type of the metric.
	//
	// Valid values are `Maximize` and `Minimize` .
	// See: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-personalize-solution-hpoobjective.html#cfn-personalize-solution-hpoobjective-type
	//
	Type *string `field:"optional" json:"type" yaml:"type"`
}

The metric to optimize during hyperparameter optimization (HPO).

> Amazon Personalize doesn't support configuring the `hpoObjective` at this time.

Example: 

// The code below shows an example of how to instantiate this type.
// The values are placeholders you should change.
import "github.com/aws/aws-cdk-go/awscdk"

hpoObjectiveProperty := &HpoObjectiveProperty{
	MetricName: jsii.String("metricName"),
	MetricRegex: jsii.String("metricRegex"),
	Type: jsii.String("type"),
}

See: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-personalize-solution-hpoobjective.html

type CfnSolution_HpoResourceConfigProperty added in v2.55.0 

type CfnSolution_HpoResourceConfigProperty struct {
	// The maximum number of training jobs when you create a solution version.
	//
	// The maximum value for `maxNumberOfTrainingJobs` is `40` .
	// See: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-personalize-solution-hporesourceconfig.html#cfn-personalize-solution-hporesourceconfig-maxnumberoftrainingjobs
	//
	MaxNumberOfTrainingJobs *string `field:"optional" json:"maxNumberOfTrainingJobs" yaml:"maxNumberOfTrainingJobs"`
	// The maximum number of parallel training jobs when you create a solution version.
	//
	// The maximum value for `maxParallelTrainingJobs` is `10` .
	// See: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-personalize-solution-hporesourceconfig.html#cfn-personalize-solution-hporesourceconfig-maxparalleltrainingjobs
	//
	MaxParallelTrainingJobs *string `field:"optional" json:"maxParallelTrainingJobs" yaml:"maxParallelTrainingJobs"`
}

Describes the resource configuration for hyperparameter optimization (HPO).

Example: 

// The code below shows an example of how to instantiate this type.
// The values are placeholders you should change.
import "github.com/aws/aws-cdk-go/awscdk"

hpoResourceConfigProperty := &HpoResourceConfigProperty{
	MaxNumberOfTrainingJobs: jsii.String("maxNumberOfTrainingJobs"),
	MaxParallelTrainingJobs: jsii.String("maxParallelTrainingJobs"),
}

See: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-personalize-solution-hporesourceconfig.html

type CfnSolution_IntegerHyperParameterRangeProperty added in v2.55.0 

type CfnSolution_IntegerHyperParameterRangeProperty struct {
	// The maximum allowable value for the hyperparameter.
	// See: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-personalize-solution-integerhyperparameterrange.html#cfn-personalize-solution-integerhyperparameterrange-maxvalue
	//
	MaxValue *float64 `field:"optional" json:"maxValue" yaml:"maxValue"`
	// The minimum allowable value for the hyperparameter.
	// See: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-personalize-solution-integerhyperparameterrange.html#cfn-personalize-solution-integerhyperparameterrange-minvalue
	//
	MinValue *float64 `field:"optional" json:"minValue" yaml:"minValue"`
	// The name of the hyperparameter.
	// See: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-personalize-solution-integerhyperparameterrange.html#cfn-personalize-solution-integerhyperparameterrange-name
	//
	Name *string `field:"optional" json:"name" yaml:"name"`
}

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

Example: 

// The code below shows an example of how to instantiate this type.
// The values are placeholders you should change.
import "github.com/aws/aws-cdk-go/awscdk"

integerHyperParameterRangeProperty := &IntegerHyperParameterRangeProperty{
	MaxValue: jsii.Number(123),
	MinValue: jsii.Number(123),
	Name: jsii.String("name"),
}

See: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-personalize-solution-integerhyperparameterrange.html

type CfnSolution_SolutionConfigProperty 

type CfnSolution_SolutionConfigProperty struct {
	// Lists the algorithm hyperparameters and their values.
	// See: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-personalize-solution-solutionconfig.html#cfn-personalize-solution-solutionconfig-algorithmhyperparameters
	//
	AlgorithmHyperParameters interface{} `field:"optional" json:"algorithmHyperParameters" yaml:"algorithmHyperParameters"`
	// The [AutoMLConfig](https://docs.aws.amazon.com/personalize/latest/dg/API_AutoMLConfig.html) object containing a list of recipes to search when AutoML is performed.
	// See: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-personalize-solution-solutionconfig.html#cfn-personalize-solution-solutionconfig-automlconfig
	//
	AutoMlConfig interface{} `field:"optional" json:"autoMlConfig" yaml:"autoMlConfig"`
	// Only events with a value greater than or equal to this threshold are used for training a model.
	// See: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-personalize-solution-solutionconfig.html#cfn-personalize-solution-solutionconfig-eventvaluethreshold
	//
	EventValueThreshold *string `field:"optional" json:"eventValueThreshold" yaml:"eventValueThreshold"`
	// Lists the feature transformation parameters.
	// See: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-personalize-solution-solutionconfig.html#cfn-personalize-solution-solutionconfig-featuretransformationparameters
	//
	FeatureTransformationParameters interface{} `field:"optional" json:"featureTransformationParameters" yaml:"featureTransformationParameters"`
	// Describes the properties for hyperparameter optimization (HPO).
	// See: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-personalize-solution-solutionconfig.html#cfn-personalize-solution-solutionconfig-hpoconfig
	//
	HpoConfig interface{} `field:"optional" json:"hpoConfig" yaml:"hpoConfig"`
}

Describes the configuration properties for the solution.

Example: 

// The code below shows an example of how to instantiate this type.
// The values are placeholders you should change.
import "github.com/aws/aws-cdk-go/awscdk"

var autoMlConfig interface{}
var hpoConfig interface{}

solutionConfigProperty := &SolutionConfigProperty{
	AlgorithmHyperParameters: map[string]*string{
		"algorithmHyperParametersKey": jsii.String("algorithmHyperParameters"),
	},
	AutoMlConfig: autoMlConfig,
	EventValueThreshold: jsii.String("eventValueThreshold"),
	FeatureTransformationParameters: map[string]*string{
		"featureTransformationParametersKey": jsii.String("featureTransformationParameters"),
	},
	HpoConfig: hpoConfig,
}

See: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-personalize-solution-solutionconfig.html

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