class CfnEndpoint (construct)
Language | Type name |
---|---|
![]() | Amazon.CDK.AWS.Sagemaker.CfnEndpoint |
![]() | github.com/aws/aws-cdk-go/awscdk/v2/awssagemaker#CfnEndpoint |
![]() | software.amazon.awscdk.services.sagemaker.CfnEndpoint |
![]() | aws_cdk.aws_sagemaker.CfnEndpoint |
![]() | aws-cdk-lib » aws_sagemaker » CfnEndpoint |
Implements
IConstruct
, IDependable
, IInspectable
, ITaggable
Use the AWS::SageMaker::Endpoint
resource to create an endpoint using the specified configuration in the request.
Amazon SageMaker uses the endpoint to provision resources and deploy models. You create the endpoint configuration with the AWS::SageMaker::EndpointConfig resource. For more information, see Deploy a Model on Amazon SageMaker Hosting Services in the Amazon SageMaker Developer Guide .
See also: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-endpoint.html
Example
// The code below shows an example of how to instantiate this type.
// The values are placeholders you should change.
import { aws_sagemaker as sagemaker } from 'aws-cdk-lib';
const cfnEndpoint = new sagemaker.CfnEndpoint(this, 'MyCfnEndpoint', {
endpointConfigName: 'endpointConfigName',
// the properties below are optional
deploymentConfig: {
autoRollbackConfiguration: {
alarms: [{
alarmName: 'alarmName',
}],
},
blueGreenUpdatePolicy: {
trafficRoutingConfiguration: {
type: 'type',
// the properties below are optional
canarySize: {
type: 'type',
value: 123,
},
linearStepSize: {
type: 'type',
value: 123,
},
waitIntervalInSeconds: 123,
},
// the properties below are optional
maximumExecutionTimeoutInSeconds: 123,
terminationWaitInSeconds: 123,
},
rollingUpdatePolicy: {
maximumBatchSize: {
type: 'type',
value: 123,
},
waitIntervalInSeconds: 123,
// the properties below are optional
maximumExecutionTimeoutInSeconds: 123,
rollbackMaximumBatchSize: {
type: 'type',
value: 123,
},
},
},
endpointName: 'endpointName',
excludeRetainedVariantProperties: [{
variantPropertyType: 'variantPropertyType',
}],
retainAllVariantProperties: false,
retainDeploymentConfig: false,
tags: [{
key: 'key',
value: 'value',
}],
});
Initializer
new CfnEndpoint(scope: Construct, id: string, props: CfnEndpointProps)
Parameters
- scope
Construct
— Scope in which this resource is defined. - id
string
— Construct identifier for this resource (unique in its scope). - props
Cfn
— Resource properties.Endpoint Props
Construct Props
Name | Type | Description |
---|---|---|
endpoint | string | The name of the AWS::SageMaker::EndpointConfig resource that specifies the configuration for the endpoint. For more information, see CreateEndpointConfig . |
deployment | IResolvable | Deployment | The deployment configuration for an endpoint, which contains the desired deployment strategy and rollback configurations. |
endpoint | string | The name of the endpoint.The name must be unique within an AWS Region in your AWS account. The name is case-insensitive in CreateEndpoint , but the case is preserved and must be matched in . |
exclude | IResolvable | IResolvable | Variant [] | When you are updating endpoint resources with RetainAllVariantProperties whose value is set to true , ExcludeRetainedVariantProperties specifies the list of type VariantProperty to override with the values provided by EndpointConfig . If you don't specify a value for ExcludeAllVariantProperties , no variant properties are overridden. Don't use this property when creating new endpoint resources or when RetainAllVariantProperties is set to false . |
retain | boolean | IResolvable | When updating endpoint resources, enables or disables the retention of variant properties, such as the instance count or the variant weight. |
retain | boolean | IResolvable | Specifies whether to reuse the last deployment configuration. |
tags? | Cfn [] | A list of key-value pairs to apply to this resource. |
endpointConfigName
Type:
string
The name of the AWS::SageMaker::EndpointConfig resource that specifies the configuration for the endpoint. For more information, see CreateEndpointConfig .
deploymentConfig?
Type:
IResolvable
|
Deployment
(optional)
The deployment configuration for an endpoint, which contains the desired deployment strategy and rollback configurations.
endpointName?
Type:
string
(optional)
The name of the endpoint.The name must be unique within an AWS Region in your AWS account. The name is case-insensitive in CreateEndpoint
, but the case is preserved and must be matched in .
excludeRetainedVariantProperties?
Type:
IResolvable
|
IResolvable
|
Variant
[]
(optional)
When you are updating endpoint resources with RetainAllVariantProperties whose value is set to true
, ExcludeRetainedVariantProperties
specifies the list of type VariantProperty to override with the values provided by EndpointConfig
. If you don't specify a value for ExcludeAllVariantProperties
, no variant properties are overridden. Don't use this property when creating new endpoint resources or when RetainAllVariantProperties
is set to false
.
retainAllVariantProperties?
Type:
boolean |
IResolvable
(optional)
When updating endpoint resources, enables or disables the retention of variant properties, such as the instance count or the variant weight.
To retain the variant properties of an endpoint when updating it, set RetainAllVariantProperties
to true
. To use the variant properties specified in a new EndpointConfig
call when updating an endpoint, set RetainAllVariantProperties
to false
. Use this property only when updating endpoint resources, not when creating new endpoint resources.
retainDeploymentConfig?
Type:
boolean |
IResolvable
(optional)
Specifies whether to reuse the last deployment configuration.
The default value is false (the configuration is not reused).
tags?
Type:
Cfn
[]
(optional)
A list of key-value pairs to apply to this resource.
For more information, see Resource Tag and Using Cost Allocation Tags in the AWS Billing and Cost Management User Guide .
Properties
Name | Type | Description |
---|---|---|
attr | string | The Amazon Resource Name (ARN) of the endpoint. |
attr | string | The name of the endpoint, such as MyEndpoint . |
attr | string | |
cfn | ICfn | Options for this resource, such as condition, update policy etc. |
cfn | { [string]: any } | |
cfn | string | AWS resource type. |
creation | string[] | |
endpoint | string | The name of the AWS::SageMaker::EndpointConfig resource that specifies the configuration for the endpoint. For more information, see CreateEndpointConfig . |
logical | string | The logical ID for this CloudFormation stack element. |
node | Node | The tree node. |
ref | string | Return a string that will be resolved to a CloudFormation { Ref } for this element. |
stack | Stack | The stack in which this element is defined. |
tags | Tag | Tag Manager which manages the tags for this resource. |
deployment | IResolvable | Deployment | The deployment configuration for an endpoint, which contains the desired deployment strategy and rollback configurations. |
endpoint | string | The name of the endpoint.The name must be unique within an AWS Region in your AWS account. The name is case-insensitive in CreateEndpoint , but the case is preserved and must be matched in . |
exclude | IResolvable | IResolvable | Variant [] | When you are updating endpoint resources with RetainAllVariantProperties whose value is set to true , ExcludeRetainedVariantProperties specifies the list of type VariantProperty to override with the values provided by EndpointConfig . If you don't specify a value for ExcludeAllVariantProperties , no variant properties are overridden. Don't use this property when creating new endpoint resources or when RetainAllVariantProperties is set to false . |
retain | boolean | IResolvable | When updating endpoint resources, enables or disables the retention of variant properties, such as the instance count or the variant weight. |
retain | boolean | IResolvable | Specifies whether to reuse the last deployment configuration. |
tags | Cfn [] | A list of key-value pairs to apply to this resource. |
static CFN_RESOURCE_TYPE_NAME | string | The CloudFormation resource type name for this resource class. |
attrEndpointArn
Type:
string
The Amazon Resource Name (ARN) of the endpoint.
attrEndpointName
Type:
string
The name of the endpoint, such as MyEndpoint
.
attrId
Type:
string
cfnOptions
Type:
ICfn
Options for this resource, such as condition, update policy etc.
cfnProperties
Type:
{ [string]: any }
cfnResourceType
Type:
string
AWS resource type.
creationStack
Type:
string[]
endpointConfigName
Type:
string
The name of the AWS::SageMaker::EndpointConfig resource that specifies the configuration for the endpoint. For more information, see CreateEndpointConfig .
logicalId
Type:
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)
.
node
Type:
Node
The tree node.
ref
Type:
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 })
.
stack
Type:
Stack
The stack in which this element is defined.
CfnElements must be defined within a stack scope (directly or indirectly).
tags
Type:
Tag
Tag Manager which manages the tags for this resource.
deploymentConfig?
Type:
IResolvable
|
Deployment
(optional)
The deployment configuration for an endpoint, which contains the desired deployment strategy and rollback configurations.
endpointName?
Type:
string
(optional)
The name of the endpoint.The name must be unique within an AWS Region in your AWS account. The name is case-insensitive in CreateEndpoint
, but the case is preserved and must be matched in .
excludeRetainedVariantProperties?
Type:
IResolvable
|
IResolvable
|
Variant
[]
(optional)
When you are updating endpoint resources with RetainAllVariantProperties whose value is set to true
, ExcludeRetainedVariantProperties
specifies the list of type VariantProperty to override with the values provided by EndpointConfig
. If you don't specify a value for ExcludeAllVariantProperties
, no variant properties are overridden. Don't use this property when creating new endpoint resources or when RetainAllVariantProperties
is set to false
.
retainAllVariantProperties?
Type:
boolean |
IResolvable
(optional)
When updating endpoint resources, enables or disables the retention of variant properties, such as the instance count or the variant weight.
retainDeploymentConfig?
Type:
boolean |
IResolvable
(optional)
Specifies whether to reuse the last deployment configuration.
tagsRaw?
Type:
Cfn
[]
(optional)
A list of key-value pairs to apply to this resource.
static CFN_RESOURCE_TYPE_NAME
Type:
string
The CloudFormation resource type name for this resource class.
Methods
Name | Description |
---|---|
add | Syntactic sugar for addOverride(path, undefined) . |
add | Indicates that this resource depends on another resource and cannot be provisioned unless the other resource has been successfully provisioned. |
add | Indicates that this resource depends on another resource and cannot be provisioned unless the other resource has been successfully provisioned. |
add | Add a value to the CloudFormation Resource Metadata. |
add | Adds an override to the synthesized CloudFormation resource. |
add | Adds an override that deletes the value of a property from the resource definition. |
add | Adds an override to a resource property. |
apply | Sets the deletion policy of the resource based on the removal policy specified. |
get | Returns a token for an runtime attribute of this resource. |
get | Retrieve a value value from the CloudFormation Resource Metadata. |
inspect(inspector) | Examines the CloudFormation resource and discloses attributes. |
obtain | Retrieves an array of resources this resource depends on. |
obtain | Get a shallow copy of dependencies between this resource and other resources in the same stack. |
override | Overrides the auto-generated logical ID with a specific ID. |
remove | Indicates that this resource no longer depends on another resource. |
replace | Replaces one dependency with another. |
to | Returns a string representation of this construct. |
protected render |
addDeletionOverride(path)
public addDeletionOverride(path: string): void
Parameters
- path
string
— The path of the value to delete.
Syntactic sugar for addOverride(path, undefined)
.
addDependency(target)
public addDependency(target: CfnResource): void
Parameters
- target
Cfn
Resource
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.
addDependsOn(target)
public addDependsOn(target: CfnResource): void
⚠️ Deprecated: use addDependency
Parameters
- target
Cfn
Resource
Indicates that this resource depends on another resource and cannot be provisioned unless the other resource has been successfully provisioned.
addMetadata(key, value)
public addMetadata(key: string, value: any): void
Parameters
- key
string
- value
any
Add a value to the CloudFormation Resource Metadata.
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.](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.)
addOverride(path, value)
public addOverride(path: string, value: any): void
Parameters
- path
string
— - The path of the property, you can use dot notation to override values in complex types. - value
any
— - The value.
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,
cfnResource.addOverride('Properties.GlobalSecondaryIndexes.0.Projection.NonKeyAttributes', ['myattribute']);
cfnResource.addOverride('Properties.GlobalSecondaryIndexes.1.ProjectionType', 'INCLUDE');
would add the overrides
"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.
addPropertyDeletionOverride(propertyPath)
public addPropertyDeletionOverride(propertyPath: string): void
Parameters
- propertyPath
string
— The path to the property.
Adds an override that deletes the value of a property from the resource definition.
addPropertyOverride(propertyPath, value)
public addPropertyOverride(propertyPath: string, value: any): void
Parameters
- propertyPath
string
— The path of the property. - value
any
— The value.
Adds an override to a resource property.
Syntactic sugar for addOverride("Properties.<...>", value)
.
applyRemovalPolicy(policy?, options?)
public applyRemovalPolicy(policy?: RemovalPolicy, options?: RemovalPolicyOptions): void
Parameters
- policy
Removal
Policy - options
Removal
Policy Options
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:
getAtt(attributeName, typeHint?)
public getAtt(attributeName: string, typeHint?: ResolutionTypeHint): Reference
Parameters
- attributeName
string
— The name of the attribute. - typeHint
Resolution
Type Hint
Returns
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.
getMetadata(key)
public getMetadata(key: string): any
Parameters
- key
string
Returns
any
Retrieve a value value from the CloudFormation Resource Metadata.
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.](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.)
inspect(inspector)
public inspect(inspector: TreeInspector): void
Parameters
- inspector
Tree
— tree inspector to collect and process attributes.Inspector
Examines the CloudFormation resource and discloses attributes.
obtainDependencies()
public obtainDependencies(): Stack | CfnResource[]
Returns
Stack
|
Cfn
Resource []
Retrieves an array of resources this resource depends on.
This assembles dependencies on resources across stacks (including nested stacks) automatically.
obtainResourceDependencies()
public obtainResourceDependencies(): CfnResource[]
Returns
Get a shallow copy of dependencies between this resource and other resources in the same stack.
overrideLogicalId(newLogicalId)
public overrideLogicalId(newLogicalId: string): void
Parameters
- newLogicalId
string
— The new logical ID to use for this stack element.
Overrides the auto-generated logical ID with a specific ID.
removeDependency(target)
public removeDependency(target: CfnResource): void
Parameters
- target
Cfn
Resource
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.
replaceDependency(target, newTarget)
public replaceDependency(target: CfnResource, newTarget: CfnResource): void
Parameters
- target
Cfn
— The dependency to replace.Resource - newTarget
Cfn
— The new dependency to add.Resource
Replaces one dependency with another.
toString()
public toString(): string
Returns
string
Returns a string representation of this construct.
protected renderProperties(props)
protected renderProperties(props: { [string]: any }): { [string]: any }
Parameters
- props
{ [string]: any }
Returns
{ [string]: any }