Class: AWSCDK::Sagemaker::CfnFeatureGroup

Inherits:
CfnResource
  • Object
show all
Includes:
IInspectable, ITaggable, Interfaces::AWSSagemaker::IFeatureGroupRef
Defined in:
sagemaker/cfn_feature_group.rb

Overview

Create a new FeatureGroup .

A FeatureGroup is a group of Features defined in the FeatureStore to describe a Record .

The FeatureGroup defines the schema and features contained in the FeatureGroup. A FeatureGroup definition is composed of a list of Features , a RecordIdentifierFeatureName , an EventTimeFeatureName and configurations for its OnlineStore and OfflineStore . Check AWS service quotas to see the FeatureGroup s quota for your AWS account.

You must include at least one of OnlineStoreConfig and OfflineStoreConfig to create a FeatureGroup .

See Also:

Class Method Summary collapse

Instance Method Summary collapse

Constructor Details

#initialize(scope, id, props) ⇒ CfnFeatureGroup

Create a new AWS::SageMaker::FeatureGroup.

Parameters:

  • scope (Constructs::Construct) —

    Scope in which this resource is defined.

  • id (String) —

    Construct identifier for this resource (unique in its scope).

  • props (AWSCDK::Sagemaker::CfnFeatureGroupProps) —

    Resource properties.



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# File 'sagemaker/cfn_feature_group.rb', line 24

def initialize(scope, id, props)
  props = props.is_a?(Hash) ? ::AWSCDK::Sagemaker::CfnFeatureGroupProps.new(**props.transform_keys(&:to_sym)) : props
  Jsii::Type.check_type(scope, JSON.parse(Base64.strict_decode64("eyJmcW4iOiJjb25zdHJ1Y3RzLkNvbnN0cnVjdCJ9")), "scope")
  Jsii::Type.check_type(id, JSON.parse(Base64.strict_decode64("eyJwcmltaXRpdmUiOiJzdHJpbmcifQ==")), "id")
  Jsii::Type.check_type(props, JSON.parse(Base64.strict_decode64("eyJmcW4iOiJhd3MtY2RrLWxpYi5hd3Nfc2FnZW1ha2VyLkNmbkZlYXR1cmVHcm91cFByb3BzIn0=")), "props")
  Jsii::Object.instance_method(:initialize).bind(self).call(scope, id, props)
end

Class Method Details

.arn_for_feature_group(resource) ⇒ String

Parameters:

Returns:

  • (String) 


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# File 'sagemaker/cfn_feature_group.rb', line 88

def self.arn_for_feature_group(resource)
  Jsii::Type.check_type(resource, JSON.parse(Base64.strict_decode64("eyJmcW4iOiJhd3MtY2RrLWxpYi5pbnRlcmZhY2VzLmF3c19zYWdlbWFrZXIuSUZlYXR1cmVHcm91cFJlZiJ9")), "resource")
  Jsii::Kernel.instance.call_static("aws-cdk-lib.aws_sagemaker.CfnFeatureGroup", "arnForFeatureGroup", [resource])
end

.CFN_RESOURCE_TYPE_NAME ⇒ String

The CloudFormation resource type name for this resource class.

Returns:

  • (String) 


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# File 'sagemaker/cfn_feature_group.rb', line 208

def self.CFN_RESOURCE_TYPE_NAME()
  Jsii::Kernel.instance.get_static("aws-cdk-lib.aws_sagemaker.CfnFeatureGroup", "CFN_RESOURCE_TYPE_NAME")
end

.from_feature_group_name(scope, id, feature_group_name) ⇒ AWSCDK::Interfaces::AWSSagemaker::IFeatureGroupRef

Creates a new IFeatureGroupRef from a featureGroupName.

Parameters:

  • scope (Constructs::Construct)
  • id (String)
  • feature_group_name (String)

Returns:



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# File 'sagemaker/cfn_feature_group.rb', line 99

def self.from_feature_group_name(scope, id, feature_group_name)
  Jsii::Type.check_type(scope, JSON.parse(Base64.strict_decode64("eyJmcW4iOiJjb25zdHJ1Y3RzLkNvbnN0cnVjdCJ9")), "scope")
  Jsii::Type.check_type(id, JSON.parse(Base64.strict_decode64("eyJwcmltaXRpdmUiOiJzdHJpbmcifQ==")), "id")
  Jsii::Type.check_type(feature_group_name, JSON.parse(Base64.strict_decode64("eyJwcmltaXRpdmUiOiJzdHJpbmcifQ==")), "featureGroupName")
  Jsii::Kernel.instance.call_static("aws-cdk-lib.aws_sagemaker.CfnFeatureGroup", "fromFeatureGroupName", [scope, id, feature_group_name])
end

.is_cfn_feature_group(x) ⇒ Boolean

Checks whether the given object is a CfnFeatureGroup.

Parameters:

  • x (Object)

Returns:

  • (Boolean) 


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# File 'sagemaker/cfn_feature_group.rb', line 110

def self.is_cfn_feature_group(x)
  Jsii::Type.check_type(x, JSON.parse(Base64.strict_decode64("eyJwcmltaXRpdmUiOiJhbnkifQ==")), "x")
  Jsii::Kernel.instance.call_static("aws-cdk-lib.aws_sagemaker.CfnFeatureGroup", "isCfnFeatureGroup", [x])
end

.jsii_overridable_methods ⇒ Object 



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# File 'sagemaker/cfn_feature_group.rb', line 32

def self.jsii_overridable_methods
  {
    :node => { kind: :property, name: "node", is_optional: false },
    :creation_stack => { kind: :property, name: "creationStack", is_optional: false },
    :logical_id => { kind: :property, name: "logicalId", is_optional: false },
    :stack => { kind: :property, name: "stack", is_optional: false },
    :ref => { kind: :property, name: "ref", is_optional: false },
    :cfn_options => { kind: :property, name: "cfnOptions", is_optional: false },
    :cfn_properties => { kind: :property, name: "cfnProperties", is_optional: false },
    :cfn_property_names => { kind: :property, name: "cfnPropertyNames", is_optional: false },
    :cfn_resource_type => { kind: :property, name: "cfnResourceType", is_optional: false },
    :env => { kind: :property, name: "env", is_optional: false },
    :updated_properites => { kind: :property, name: "updatedProperites", is_optional: false },
    :updated_properties => { kind: :property, name: "updatedProperties", is_optional: false },
    :attr_creation_time => { kind: :property, name: "attrCreationTime", is_optional: false },
    :attr_feature_group_status => { kind: :property, name: "attrFeatureGroupStatus", is_optional: false },
    :feature_group_ref => { kind: :property, name: "featureGroupRef", is_optional: false },
    :tags => { kind: :property, name: "tags", is_optional: false },
    :event_time_feature_name => { kind: :property, name: "eventTimeFeatureName", is_optional: false },
    :feature_definitions => { kind: :property, name: "featureDefinitions", is_optional: false },
    :feature_group_name => { kind: :property, name: "featureGroupName", is_optional: false },
    :offline_store_config => { kind: :property, name: "offlineStoreConfig", is_optional: false },
    :online_store_config => { kind: :property, name: "onlineStoreConfig", is_optional: false },
    :record_identifier_feature_name => { kind: :property, name: "recordIdentifierFeatureName", is_optional: false },
    :description => { kind: :property, name: "description", is_optional: true },
    :role_arn => { kind: :property, name: "roleArn", is_optional: true },
    :tags_raw => { kind: :property, name: "tagsRaw", is_optional: true },
    :throughput_config => { kind: :property, name: "throughputConfig", is_optional: true },
    :to_string => { kind: :method, name: "toString", is_optional: false },
    :with => { kind: :method, name: "with", is_optional: false },
    :override_logical_id => { kind: :method, name: "overrideLogicalId", is_optional: false },
    :add_deletion_override => { kind: :method, name: "addDeletionOverride", is_optional: false },
    :add_dependency => { kind: :method, name: "addDependency", is_optional: false },
    :add_depends_on => { kind: :method, name: "addDependsOn", is_optional: false },
    :add_metadata => { kind: :method, name: "addMetadata", is_optional: false },
    :add_override => { kind: :method, name: "addOverride", is_optional: false },
    :add_property_deletion_override => { kind: :method, name: "addPropertyDeletionOverride", is_optional: false },
    :add_property_override => { kind: :method, name: "addPropertyOverride", is_optional: false },
    :apply_cross_stack_reference_strength => { kind: :method, name: "applyCrossStackReferenceStrength", is_optional: false },
    :apply_removal_policy => { kind: :method, name: "applyRemovalPolicy", is_optional: false },
    :cfn_property_name => { kind: :method, name: "cfnPropertyName", is_optional: false },
    :get_att => { kind: :method, name: "getAtt", is_optional: false },
    :get_metadata => { kind: :method, name: "getMetadata", is_optional: false },
    :obtain_dependencies => { kind: :method, name: "obtainDependencies", is_optional: false },
    :obtain_resource_dependencies => { kind: :method, name: "obtainResourceDependencies", is_optional: false },
    :remove_dependency => { kind: :method, name: "removeDependency", is_optional: false },
    :render_properties => { kind: :method, name: "renderProperties", is_optional: false },
    :replace_dependency => { kind: :method, name: "replaceDependency", is_optional: false },
    :should_synthesize => { kind: :method, name: "shouldSynthesize", is_optional: false },
    :validate_properties => { kind: :method, name: "validateProperties", is_optional: false },
    :inspect => { kind: :method, name: "inspect", is_optional: false },
  }
end

Instance Method Details

#add_deletion_override(path) ⇒ void

This method returns an undefined value.

Syntactic sugar for addOverride(path, undefined).

Parameters:

  • path (String) —

    The path of the value to delete.



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# File 'sagemaker/cfn_feature_group.rb', line 400

def add_deletion_override(path)
  Jsii::Type.check_type(path, JSON.parse(Base64.strict_decode64("eyJwcmltaXRpdmUiOiJzdHJpbmcifQ==")), "path")
  jsii_call_method("addDeletionOverride", [path])
end

#add_dependency(target) ⇒ void

This method returns an undefined value.

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.

Parameters:



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# File 'sagemaker/cfn_feature_group.rb', line 412

def add_dependency(target)
  Jsii::Type.check_type(target, JSON.parse(Base64.strict_decode64("eyJmcW4iOiJhd3MtY2RrLWxpYi5DZm5SZXNvdXJjZSJ9")), "target")
  jsii_call_method("addDependency", [target])
end

#add_depends_on(target) ⇒ void

Deprecated.

use addDependency

This method returns an undefined value.

Indicates that this resource depends on another resource and cannot be provisioned unless the other resource has been successfully provisioned.

Parameters:



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# File 'sagemaker/cfn_feature_group.rb', line 422

def add_depends_on(target)
  Jsii::Type.check_type(target, JSON.parse(Base64.strict_decode64("eyJmcW4iOiJhd3MtY2RrLWxpYi5DZm5SZXNvdXJjZSJ9")), "target")
  jsii_call_method("addDependsOn", [target])
end

#add_metadata(key, value) ⇒ void

This method returns an undefined value.

Add a value to the CloudFormation Resource Metadata.

Parameters:

  • key (String)
  • value (Object)

See Also:



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# File 'sagemaker/cfn_feature_group.rb', line 433

def add_metadata(key, value)
  Jsii::Type.check_type(key, JSON.parse(Base64.strict_decode64("eyJwcmltaXRpdmUiOiJzdHJpbmcifQ==")), "key")
  Jsii::Type.check_type(value, JSON.parse(Base64.strict_decode64("eyJwcmltaXRpdmUiOiJhbnkifQ==")), "value")
  jsii_call_method("addMetadata", [key, value])
end

#add_override(path, value) ⇒ void

This method returns an undefined value.

Adds an override to the synthesized CloudFormation resource.

To add a property override, either use add_property_override 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,

# Example automatically generated from non-compiling source. May contain errors.
cfn_resource.add_override("Properties.GlobalSecondaryIndexes.0.Projection.NonKeyAttributes", ["myattribute"])
cfn_resource.add_override("Properties.GlobalSecondaryIndexes.1.ProjectionType", "INCLUDE")

would add the overrides

"Properties": {
  "GlobalSecondaryIndexes": [
    {
      "Projection": {
        "NonKeyAttributes": [ "myattribute" ]
        ...
      }
      ...
    },
    {
      "ProjectionType": "INCLUDE"
      ...
    },
  ]
  ...
}

The value argument to add_override 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.

Parameters:

  • path (String) —
    • The path of the property, you can use dot notation to override values in complex types.
  • value (Object) —
    • The value.


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# File 'sagemaker/cfn_feature_group.rb', line 490

def add_override(path, value)
  Jsii::Type.check_type(path, JSON.parse(Base64.strict_decode64("eyJwcmltaXRpdmUiOiJzdHJpbmcifQ==")), "path")
  Jsii::Type.check_type(value, JSON.parse(Base64.strict_decode64("eyJwcmltaXRpdmUiOiJhbnkifQ==")), "value")
  jsii_call_method("addOverride", [path, value])
end

#add_property_deletion_override(property_path) ⇒ void

This method returns an undefined value.

Adds an override that deletes the value of a property from the resource definition.

Parameters:

  • property_path (String) —

    The path to the property.



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# File 'sagemaker/cfn_feature_group.rb', line 500

def add_property_deletion_override(property_path)
  Jsii::Type.check_type(property_path, JSON.parse(Base64.strict_decode64("eyJwcmltaXRpdmUiOiJzdHJpbmcifQ==")), "propertyPath")
  jsii_call_method("addPropertyDeletionOverride", [property_path])
end

#add_property_override(property_path, value) ⇒ void

This method returns an undefined value.

Adds an override to a resource property.

Syntactic sugar for addOverride("Properties.<...>", value).

Parameters:

  • property_path (String) —

    The path of the property.

  • value (Object) —

    The value.



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# File 'sagemaker/cfn_feature_group.rb', line 512

def add_property_override(property_path, value)
  Jsii::Type.check_type(property_path, JSON.parse(Base64.strict_decode64("eyJwcmltaXRpdmUiOiJzdHJpbmcifQ==")), "propertyPath")
  Jsii::Type.check_type(value, JSON.parse(Base64.strict_decode64("eyJwcmltaXRpdmUiOiJhbnkifQ==")), "value")
  jsii_call_method("addPropertyOverride", [property_path, value])
end

#apply_cross_stack_reference_strength(strength) ⇒ void

This method returns an undefined value.

Sets the cross-stack reference strength for this resource.

When set, any cross-stack reference to this resource will use the specified strength instead of the global default from the consuming stack's context.

Parameters:



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# File 'sagemaker/cfn_feature_group.rb', line 525

def apply_cross_stack_reference_strength(strength)
  Jsii::Type.check_type(strength, JSON.parse(Base64.strict_decode64("eyJmcW4iOiJhd3MtY2RrLWxpYi5SZWZlcmVuY2VTdHJlbmd0aCJ9")), "strength")
  jsii_call_method("applyCrossStackReferenceStrength", [strength])
end

#apply_removal_policy(policy = nil, options = nil) ⇒ void

This method returns an undefined value.

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:

Parameters:

See Also:



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# File 'sagemaker/cfn_feature_group.rb', line 547

def apply_removal_policy(policy = nil, options = nil)
  Jsii::Type.check_type(policy, JSON.parse(Base64.strict_decode64("eyJmcW4iOiJhd3MtY2RrLWxpYi5SZW1vdmFsUG9saWN5In0=")), "policy") unless policy.nil?
  options = options.is_a?(Hash) ? ::AWSCDK::RemovalPolicyOptions.new(**options.transform_keys(&:to_sym)) : options
  Jsii::Type.check_type(options, JSON.parse(Base64.strict_decode64("eyJmcW4iOiJhd3MtY2RrLWxpYi5SZW1vdmFsUG9saWN5T3B0aW9ucyJ9")), "options") unless options.nil?
  jsii_call_method("applyRemovalPolicy", [policy, options])
end

#attr_creation_time ⇒ String

The time a FeatureGroup was created.

Returns:

  • (String) 


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# File 'sagemaker/cfn_feature_group.rb', line 215

def attr_creation_time()
  jsii_get_property("attrCreationTime")
end

#attr_feature_group_status ⇒ String

A FeatureGroup status.

Returns:

  • (String) 


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# File 'sagemaker/cfn_feature_group.rb', line 222

def attr_feature_group_status()
  jsii_get_property("attrFeatureGroupStatus")
end

#cfn_options ⇒ AWSCDK::ICfnResourceOptions

Options for this resource, such as condition, update policy etc.

Returns:



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# File 'sagemaker/cfn_feature_group.rb', line 161

def cfn_options()
  jsii_get_property("cfnOptions")
end

#cfn_properties ⇒ Hash{String => Object}

Returns:

  • (Hash{String => Object}) 


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# File 'sagemaker/cfn_feature_group.rb', line 166

def cfn_properties()
  jsii_get_property("cfnProperties")
end

#cfn_property_name(cdk_property_name) ⇒ String?

Parameters:

  • cdk_property_name (String)

Returns:

  • (String, nil) 


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# File 'sagemaker/cfn_feature_group.rb', line 556

def cfn_property_name(cdk_property_name)
  Jsii::Type.check_type(cdk_property_name, JSON.parse(Base64.strict_decode64("eyJwcmltaXRpdmUiOiJzdHJpbmcifQ==")), "cdkPropertyName")
  jsii_call_method("cfnPropertyName", [cdk_property_name])
end

#cfn_property_names ⇒ Hash{String => String}

Returns:

  • (Hash{String => String}) 


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# File 'sagemaker/cfn_feature_group.rb', line 171

def cfn_property_names()
  jsii_get_property("cfnPropertyNames")
end

#cfn_resource_type ⇒ String

AWS resource type.

Returns:

  • (String) 


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# File 'sagemaker/cfn_feature_group.rb', line 178

def cfn_resource_type()
  jsii_get_property("cfnResourceType")
end

#creation_stack ⇒ Array<String>

Returns:

  • (Array<String>) 


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# File 'sagemaker/cfn_feature_group.rb', line 123

def creation_stack()
  jsii_get_property("creationStack")
end

#description ⇒ String?

A free form description of a FeatureGroup .

Returns:

  • (String, nil) 


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# File 'sagemaker/cfn_feature_group.rb', line 317

def description()
  jsii_get_property("description")
end

#description=(value) ⇒ Object 



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# File 'sagemaker/cfn_feature_group.rb', line 321

def description=(value)
  Jsii::Type.check_type(value, JSON.parse(Base64.strict_decode64("eyJwcmltaXRpdmUiOiJzdHJpbmcifQ==")), "description") unless value.nil?
  jsii_set_property("description", value)
end

#env ⇒ AWSCDK::Interfaces::ResourceEnvironment

Returns:



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# File 'sagemaker/cfn_feature_group.rb', line 183

def env()
  jsii_get_property("env")
end

#event_time_feature_name ⇒ String

The name of the feature that stores the EventTime of a Record in a FeatureGroup .

Returns:

  • (String) 


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# File 'sagemaker/cfn_feature_group.rb', line 243

def event_time_feature_name()
  jsii_get_property("eventTimeFeatureName")
end

#event_time_feature_name=(value) ⇒ Object 



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# File 'sagemaker/cfn_feature_group.rb', line 247

def event_time_feature_name=(value)
  Jsii::Type.check_type(value, JSON.parse(Base64.strict_decode64("eyJwcmltaXRpdmUiOiJzdHJpbmcifQ==")), "eventTimeFeatureName")
  jsii_set_property("eventTimeFeatureName", value)
end

#feature_definitions ⇒ AWSCDK::IResolvable, Array<AWSCDK::IResolvable, AWSCDK::Sagemaker::CfnFeatureGroup::FeatureDefinitionProperty>

A list of Feature s.

Each Feature must include a FeatureName and a FeatureType .

Returns:



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# File 'sagemaker/cfn_feature_group.rb', line 257

def feature_definitions()
  jsii_get_property("featureDefinitions")
end

#feature_definitions=(value) ⇒ Object 



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# File 'sagemaker/cfn_feature_group.rb', line 261

def feature_definitions=(value)
  Jsii::Type.check_type(value, JSON.parse(Base64.strict_decode64("eyJ1bmlvbiI6eyJ0eXBlcyI6W3siZnFuIjoiYXdzLWNkay1saWIuSVJlc29sdmFibGUifSx7ImNvbGxlY3Rpb24iOnsiZWxlbWVudHR5cGUiOnsidW5pb24iOnsidHlwZXMiOlt7ImZxbiI6ImF3cy1jZGstbGliLklSZXNvbHZhYmxlIn0seyJmcW4iOiJhd3MtY2RrLWxpYi5hd3Nfc2FnZW1ha2VyLkNmbkZlYXR1cmVHcm91cC5GZWF0dXJlRGVmaW5pdGlvblByb3BlcnR5In1dfX0sImtpbmQiOiJhcnJheSJ9fV19fQ==")), "featureDefinitions")
  jsii_set_property("featureDefinitions", value)
end

#feature_group_name ⇒ String

The name of the FeatureGroup .

Returns:

  • (String) 


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# File 'sagemaker/cfn_feature_group.rb', line 269

def feature_group_name()
  jsii_get_property("featureGroupName")
end

#feature_group_name=(value) ⇒ Object 



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# File 'sagemaker/cfn_feature_group.rb', line 273

def feature_group_name=(value)
  Jsii::Type.check_type(value, JSON.parse(Base64.strict_decode64("eyJwcmltaXRpdmUiOiJzdHJpbmcifQ==")), "featureGroupName")
  jsii_set_property("featureGroupName", value)
end

#feature_group_ref ⇒ AWSCDK::Interfaces::AWSSagemaker::FeatureGroupReference

A reference to a FeatureGroup resource.

Returns:



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# File 'sagemaker/cfn_feature_group.rb', line 229

def feature_group_ref()
  jsii_get_property("featureGroupRef")
end

#get_att(attribute_name, type_hint = nil) ⇒ AWSCDK::Reference

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.

Parameters:

Returns:



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# File 'sagemaker/cfn_feature_group.rb', line 569

def get_att(attribute_name, type_hint = nil)
  Jsii::Type.check_type(attribute_name, JSON.parse(Base64.strict_decode64("eyJwcmltaXRpdmUiOiJzdHJpbmcifQ==")), "attributeName")
  Jsii::Type.check_type(type_hint, JSON.parse(Base64.strict_decode64("eyJmcW4iOiJhd3MtY2RrLWxpYi5SZXNvbHV0aW9uVHlwZUhpbnQifQ==")), "typeHint") unless type_hint.nil?
  jsii_call_method("getAtt", [attribute_name, type_hint])
end

#get_metadata(key) ⇒ Object

Retrieve a value value from the CloudFormation Resource Metadata.

Parameters:

  • key (String)

Returns:

  • (Object)

See Also:



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# File 'sagemaker/cfn_feature_group.rb', line 580

def get_metadata(key)
  Jsii::Type.check_type(key, JSON.parse(Base64.strict_decode64("eyJwcmltaXRpdmUiOiJzdHJpbmcifQ==")), "key")
  jsii_call_method("getMetadata", [key])
end

#inspect(inspector) ⇒ void

This method returns an undefined value.

Examines the CloudFormation resource and discloses attributes.

Parameters:



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# File 'sagemaker/cfn_feature_group.rb', line 650

def inspect(inspector)
  Jsii::Type.check_type(inspector, JSON.parse(Base64.strict_decode64("eyJmcW4iOiJhd3MtY2RrLWxpYi5UcmVlSW5zcGVjdG9yIn0=")), "inspector")
  jsii_call_method("inspect", [inspector])
end

#logical_id ⇒ 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 override_logical_id(new_logical_id).

Returns:

  • (String) 


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# File 'sagemaker/cfn_feature_group.rb', line 135

def logical_id()
  jsii_get_property("logicalId")
end

#node ⇒ Constructs::Node

The tree node.

Returns:

  • (Constructs::Node) 


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# File 'sagemaker/cfn_feature_group.rb', line 118

def node()
  jsii_get_property("node")
end

#obtain_dependencies ⇒ Array<AWSCDK::CfnResource, AWSCDK::Stack>

Retrieves an array of resources this resource depends on.

This assembles dependencies on resources across stacks (including nested stacks) automatically.

Returns:



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# File 'sagemaker/cfn_feature_group.rb', line 591

def obtain_dependencies()
  jsii_call_method("obtainDependencies", [])
end

#obtain_resource_dependencies ⇒ Array<AWSCDK::CfnResource>

Get a shallow copy of dependencies between this resource and other resources in the same stack.

Returns:



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# File 'sagemaker/cfn_feature_group.rb', line 598

def obtain_resource_dependencies()
  jsii_call_method("obtainResourceDependencies", [])
end

#offline_store_config ⇒ Object

The configuration of an OfflineStore .

Returns:

  • (Object) 


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# File 'sagemaker/cfn_feature_group.rb', line 281

def offline_store_config()
  jsii_get_property("offlineStoreConfig")
end

#offline_store_config=(value) ⇒ Object 



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# File 'sagemaker/cfn_feature_group.rb', line 285

def offline_store_config=(value)
  Jsii::Type.check_type(value, JSON.parse(Base64.strict_decode64("eyJwcmltaXRpdmUiOiJhbnkifQ==")), "offlineStoreConfig")
  jsii_set_property("offlineStoreConfig", value)
end

#online_store_config ⇒ Object

The configuration of an OnlineStore .

Returns:

  • (Object) 


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# File 'sagemaker/cfn_feature_group.rb', line 293

def online_store_config()
  jsii_get_property("onlineStoreConfig")
end

#online_store_config=(value) ⇒ Object 



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# File 'sagemaker/cfn_feature_group.rb', line 297

def online_store_config=(value)
  Jsii::Type.check_type(value, JSON.parse(Base64.strict_decode64("eyJwcmltaXRpdmUiOiJhbnkifQ==")), "onlineStoreConfig")
  jsii_set_property("onlineStoreConfig", value)
end

#override_logical_id(new_logical_id) ⇒ void

This method returns an undefined value.

Overrides the auto-generated logical ID with a specific ID.

Parameters:

  • new_logical_id (String) —

    The new logical ID to use for this stack element.



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# File 'sagemaker/cfn_feature_group.rb', line 391

def override_logical_id(new_logical_id)
  Jsii::Type.check_type(new_logical_id, JSON.parse(Base64.strict_decode64("eyJwcmltaXRpdmUiOiJzdHJpbmcifQ==")), "newLogicalId")
  jsii_call_method("overrideLogicalId", [new_logical_id])
end

#record_identifier_feature_name ⇒ String

The name of the Feature whose value uniquely identifies a Record defined in the FeatureGroup FeatureDefinitions .

Returns:

  • (String) 


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# File 'sagemaker/cfn_feature_group.rb', line 305

def record_identifier_feature_name()
  jsii_get_property("recordIdentifierFeatureName")
end

#record_identifier_feature_name=(value) ⇒ Object 



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# File 'sagemaker/cfn_feature_group.rb', line 309

def record_identifier_feature_name=(value)
  Jsii::Type.check_type(value, JSON.parse(Base64.strict_decode64("eyJwcmltaXRpdmUiOiJzdHJpbmcifQ==")), "recordIdentifierFeatureName")
  jsii_set_property("recordIdentifierFeatureName", value)
end

#ref ⇒ 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 }).

Returns:

  • (String) 


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# File 'sagemaker/cfn_feature_group.rb', line 154

def ref()
  jsii_get_property("ref")
end

#remove_dependency(target) ⇒ void

This method returns an undefined value.

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.

Parameters:



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# File 'sagemaker/cfn_feature_group.rb', line 609

def remove_dependency(target)
  Jsii::Type.check_type(target, JSON.parse(Base64.strict_decode64("eyJmcW4iOiJhd3MtY2RrLWxpYi5DZm5SZXNvdXJjZSJ9")), "target")
  jsii_call_method("removeDependency", [target])
end

#render_properties(props) ⇒ Hash{String => Object}

Parameters:

  • props (Hash{String => Object})

Returns:

  • (Hash{String => Object}) 


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# File 'sagemaker/cfn_feature_group.rb', line 616

def render_properties(props)
  Jsii::Type.check_type(props, JSON.parse(Base64.strict_decode64("eyJjb2xsZWN0aW9uIjp7ImVsZW1lbnR0eXBlIjp7InByaW1pdGl2ZSI6ImFueSJ9LCJraW5kIjoibWFwIn19")), "props")
  jsii_call_method("renderProperties", [props])
end

#replace_dependency(target, new_target) ⇒ void

This method returns an undefined value.

Replaces one dependency with another.

Parameters:



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# File 'sagemaker/cfn_feature_group.rb', line 626

def replace_dependency(target, new_target)
  Jsii::Type.check_type(target, JSON.parse(Base64.strict_decode64("eyJmcW4iOiJhd3MtY2RrLWxpYi5DZm5SZXNvdXJjZSJ9")), "target")
  Jsii::Type.check_type(new_target, JSON.parse(Base64.strict_decode64("eyJmcW4iOiJhd3MtY2RrLWxpYi5DZm5SZXNvdXJjZSJ9")), "newTarget")
  jsii_call_method("replaceDependency", [target, new_target])
end

#role_arn ⇒ String?

The Amazon Resource Name (ARN) of the IAM execution role used to create the feature group.

Returns:

  • (String, nil) 


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# File 'sagemaker/cfn_feature_group.rb', line 329

def role_arn()
  jsii_get_property("roleArn")
end

#role_arn=(value) ⇒ Object 



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# File 'sagemaker/cfn_feature_group.rb', line 333

def role_arn=(value)
  Jsii::Type.check_type(value, JSON.parse(Base64.strict_decode64("eyJwcmltaXRpdmUiOiJzdHJpbmcifQ==")), "roleArn") unless value.nil?
  jsii_set_property("roleArn", value)
end

#should_synthesize ⇒ Boolean

Can be overridden by subclasses to determine if this resource will be rendered into the cloudformation template.

Returns:

  • (Boolean) —

    true if the resource should be included or false is the resource should be omitted.



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# File 'sagemaker/cfn_feature_group.rb', line 635

def should_synthesize()
  jsii_call_method("shouldSynthesize", [])
end

#stack ⇒ AWSCDK::Stack

The stack in which this element is defined.

CfnElements must be defined within a stack scope (directly or indirectly).

Returns:



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# File 'sagemaker/cfn_feature_group.rb', line 144

def stack()
  jsii_get_property("stack")
end

#tags ⇒ AWSCDK::TagManager

Tag Manager which manages the tags for this resource.

Returns:



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# File 'sagemaker/cfn_feature_group.rb', line 236

def tags()
  jsii_get_property("tags")
end

#tags_raw ⇒ Array<AWSCDK::CfnTag>?

Tags used to define a FeatureGroup .

Returns:



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# File 'sagemaker/cfn_feature_group.rb', line 341

def tags_raw()
  jsii_get_property("tagsRaw")
end

#tags_raw=(value) ⇒ Object 



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# File 'sagemaker/cfn_feature_group.rb', line 345

def tags_raw=(value)
  value = value.is_a?(Array) ? value.map { |jsii_v0| jsii_v0.is_a?(Hash) ? ::AWSCDK::CfnTag.new(**jsii_v0.transform_keys(&:to_sym)) : jsii_v0 } : value
  Jsii::Type.check_type(value, JSON.parse(Base64.strict_decode64("eyJjb2xsZWN0aW9uIjp7ImVsZW1lbnR0eXBlIjp7ImZxbiI6ImF3cy1jZGstbGliLkNmblRhZyJ9LCJraW5kIjoiYXJyYXkifX0=")), "tagsRaw") unless value.nil?
  jsii_set_property("tagsRaw", value)
end

#throughput_config ⇒ AWSCDK::IResolvable, ...

Used to set feature group throughput configuration.

Returns:



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# File 'sagemaker/cfn_feature_group.rb', line 354

def throughput_config()
  jsii_get_property("throughputConfig")
end

#throughput_config=(value) ⇒ Object 



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# File 'sagemaker/cfn_feature_group.rb', line 358

def throughput_config=(value)
  value = value.is_a?(Hash) ? ::AWSCDK::Sagemaker::CfnFeatureGroup::ThroughputConfigProperty.new(**value.transform_keys(&:to_sym)) : value
  Jsii::Type.check_type(value, JSON.parse(Base64.strict_decode64("eyJ1bmlvbiI6eyJ0eXBlcyI6W3siZnFuIjoiYXdzLWNkay1saWIuSVJlc29sdmFibGUifSx7ImZxbiI6ImF3cy1jZGstbGliLmF3c19zYWdlbWFrZXIuQ2ZuRmVhdHVyZUdyb3VwLlRocm91Z2hwdXRDb25maWdQcm9wZXJ0eSJ9XX19")), "throughputConfig") unless value.nil?
  jsii_set_property("throughputConfig", value)
end

#to_string ⇒ String

Returns a string representation of this construct.

Returns:

  • (String) —

    a string representation of this resource



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# File 'sagemaker/cfn_feature_group.rb', line 367

def to_string()
  jsii_call_method("toString", [])
end

#updated_properites ⇒ Hash{String => Object}

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.

Deprecated.

Returns:

  • (Hash{String => Object}) 


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# File 'sagemaker/cfn_feature_group.rb', line 191

def updated_properites()
  jsii_get_property("updatedProperites")
end

#updated_properties ⇒ Hash{String => Object}

Return properties modified after initiation.

Resources that expose mutable properties should override this function to collect and return the properties object for this resource.

Returns:

  • (Hash{String => Object}) 


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# File 'sagemaker/cfn_feature_group.rb', line 201

def updated_properties()
  jsii_get_property("updatedProperties")
end

#validate_properties(_properties) ⇒ void

This method returns an undefined value.

Parameters:

  • _properties (Object) 


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# File 'sagemaker/cfn_feature_group.rb', line 641

def validate_properties(_properties)
  Jsii::Type.check_type(_properties, JSON.parse(Base64.strict_decode64("eyJwcmltaXRpdmUiOiJhbnkifQ==")), "_properties")
  jsii_call_method("validateProperties", [_properties])
end

#with(*mixins) ⇒ Constructs::IConstruct

Applies one or more mixins to this construct.

Mixins are applied in order. The list of constructs is captured at the start of the call, so constructs added by a mixin will not be visited. Use multiple with() calls if subsequent mixins should apply to added constructs.

Parameters:

  • mixins (Array<Constructs::IMixin>)

Returns:

  • (Constructs::IConstruct) 


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# File 'sagemaker/cfn_feature_group.rb', line 380

def with(*mixins)
  mixins.each_with_index do |item, index|
    Jsii::Type.check_type(item, JSON.parse(Base64.strict_decode64("eyJmcW4iOiJjb25zdHJ1Y3RzLklNaXhpbiJ9")), "mixins[#{index}]")
  end
  jsii_call_method("with", [*mixins])
end