EndpointConfiguration is the Schema for the EndpointConfigurations API. Provides a SageMaker Endpoint Configuration resource.
Type
CRD
Group
sagemaker.aws.upbound.io
Version
v1beta1
apiVersion: sagemaker.aws.upbound.io/v1beta1
kind: EndpointConfiguration
EndpointConfigurationSpec defines the desired state of EndpointConfiguration
No description provided.
Specifies configuration for how an endpoint performs asynchronous inference.
Configures the behavior of the client used by Amazon SageMaker to interact with the model container during asynchronous inference.
Specifies the configuration for asynchronous inference invocation outputs.
Specifies the configuration for notifications of inference results for asynchronous inference.
Specifies the parameters to capture input/output of SageMaker models endpoints. Fields are documented below.
The content type headers to capture. Fields are documented below.
The CSV content type headers to capture.
The JSON content type headers to capture.
Specifies what data to capture. Fields are documented below.
Reference to a Key in kms to populate kmsKeyArn.
Policies for referencing.
Selector for a Key in kms to populate kmsKeyArn.
Policies for selection.
An list of ProductionVariant objects, one for each model that you want to host at this endpoint. Fields are documented below.
Specifies configuration for a core dump from the model container when the process crashes. Fields are documented below.
Reference to a Model in sagemaker to populate modelName.
Policies for referencing.
Selector for a Model in sagemaker to populate modelName.
Policies for selection.
Specifies configuration for how an endpoint performs asynchronous inference.
Array of ProductionVariant objects. There is one for each model that you want to host at this endpoint in shadow mode with production traffic replicated from the model specified on ProductionVariants.If you use this field, you can only specify one variant for ProductionVariants and one variant for ShadowProductionVariants. Fields are documented below.
Specifies configuration for a core dump from the model container when the process crashes. Fields are documented below.
Specifies configuration for how an endpoint performs asynchronous inference.
ProviderConfigReference specifies how the provider that will be used to create, observe, update, and delete this managed resource should be configured.
Policies for referencing.
ProviderReference specifies the provider that will be used to create, observe, update, and delete this managed resource. Deprecated: Please use ProviderConfigReference, i.e. providerConfigRef
Policies for referencing.
PublishConnectionDetailsTo specifies the connection secret config which contains a name, metadata and a reference to secret store config to which any connection details for this managed resource should be written. Connection details frequently include the endpoint, username, and password required to connect to the managed resource.
WriteConnectionSecretToReference specifies the namespace and name of a Secret to which any connection details for this managed resource should be written. Connection details frequently include the endpoint, username, and password required to connect to the managed resource. This field is planned to be replaced in a future release in favor of PublishConnectionDetailsTo. Currently, both could be set independently and connection details would be published to both without affecting each other.
EndpointConfigurationStatus defines the observed state of EndpointConfiguration.
Conditions of the resource.
ec
apiVersion: sagemaker.aws.upbound.io/v1beta1
kind: EndpointConfiguration
metadata:
annotations:
meta.upbound.io/example-id: sagemaker/v1beta1/endpointconfiguration
upjet.upbound.io/manual-intervention: It requires an image which can be create/deleted only using AWS CLI
labels:
testing.upbound.io/example-name: ec
name: ec
spec:
forProvider:
productionVariants:
- initialInstanceCount: 1
instanceType: ml.t2.medium
modelNameSelector:
matchLabels:
testing.upbound.io/example-name: example
variantName: variant-1
region: us-east-1
tags:
Name: foo
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