Class: Aws::SageMaker::Types::CreateEndpointConfigInput

Inherits:
Struct
  • Object
show all
Includes:
Aws::Structure
Defined in:
lib/aws-sdk-sagemaker/types.rb

Overview

Note:

When making an API call, you may pass CreateEndpointConfigInput data as a hash:

{
  endpoint_config_name: "EndpointConfigName", # required
  production_variants: [ # required
    {
      variant_name: "VariantName", # required
      model_name: "ModelName", # required
      initial_instance_count: 1, # required
      instance_type: "ml.t2.medium", # required, accepts ml.t2.medium, ml.t2.large, ml.t2.xlarge, ml.t2.2xlarge, ml.m4.xlarge, ml.m4.2xlarge, ml.m4.4xlarge, ml.m4.10xlarge, ml.m4.16xlarge, ml.m5.large, ml.m5.xlarge, ml.m5.2xlarge, ml.m5.4xlarge, ml.m5.12xlarge, ml.m5.24xlarge, ml.m5d.large, ml.m5d.xlarge, ml.m5d.2xlarge, ml.m5d.4xlarge, ml.m5d.12xlarge, ml.m5d.24xlarge, ml.c4.large, ml.c4.xlarge, ml.c4.2xlarge, ml.c4.4xlarge, ml.c4.8xlarge, ml.p2.xlarge, ml.p2.8xlarge, ml.p2.16xlarge, ml.p3.2xlarge, ml.p3.8xlarge, ml.p3.16xlarge, ml.c5.large, ml.c5.xlarge, ml.c5.2xlarge, ml.c5.4xlarge, ml.c5.9xlarge, ml.c5.18xlarge, ml.c5d.large, ml.c5d.xlarge, ml.c5d.2xlarge, ml.c5d.4xlarge, ml.c5d.9xlarge, ml.c5d.18xlarge, ml.g4dn.xlarge, ml.g4dn.2xlarge, ml.g4dn.4xlarge, ml.g4dn.8xlarge, ml.g4dn.12xlarge, ml.g4dn.16xlarge, ml.r5.large, ml.r5.xlarge, ml.r5.2xlarge, ml.r5.4xlarge, ml.r5.12xlarge, ml.r5.24xlarge, ml.r5d.large, ml.r5d.xlarge, ml.r5d.2xlarge, ml.r5d.4xlarge, ml.r5d.12xlarge, ml.r5d.24xlarge, ml.inf1.xlarge, ml.inf1.2xlarge, ml.inf1.6xlarge, ml.inf1.24xlarge
      initial_variant_weight: 1.0,
      accelerator_type: "ml.eia1.medium", # accepts ml.eia1.medium, ml.eia1.large, ml.eia1.xlarge, ml.eia2.medium, ml.eia2.large, ml.eia2.xlarge
    },
  ],
  data_capture_config: {
    enable_capture: false,
    initial_sampling_percentage: 1, # required
    destination_s3_uri: "DestinationS3Uri", # required
    kms_key_id: "KmsKeyId",
    capture_options: [ # required
      {
        capture_mode: "Input", # required, accepts Input, Output
      },
    ],
    capture_content_type_header: {
      csv_content_types: ["CsvContentType"],
      json_content_types: ["JsonContentType"],
    },
  },
  tags: [
    {
      key: "TagKey", # required
      value: "TagValue", # required
    },
  ],
  kms_key_id: "KmsKeyId",
}

See Also:

Instance Attribute Summary collapse

Instance Attribute Details

#data_capture_config ⇒ Types::DataCaptureConfig

Returns:



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# File 'lib/aws-sdk-sagemaker/types.rb', line 2695

class CreateEndpointConfigInput < Struct.new(
  :endpoint_config_name,
  :production_variants,
  :data_capture_config,
  :tags,
  :kms_key_id)
  include Aws::Structure
end

#endpoint_config_name ⇒ String

The name of the endpoint configuration. You specify this name in a

CreateEndpoint][1

request.

[1]: docs.aws.amazon.com/sagemaker/latest/dg/API_CreateEndpoint.html

Returns:

  • (String) 


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# File 'lib/aws-sdk-sagemaker/types.rb', line 2695

class CreateEndpointConfigInput < Struct.new(
  :endpoint_config_name,
  :production_variants,
  :data_capture_config,
  :tags,
  :kms_key_id)
  include Aws::Structure
end

#kms_key_id ⇒ String

The Amazon Resource Name (ARN) of a AWS Key Management Service key that Amazon SageMaker uses to encrypt data on the storage volume attached to the ML compute instance that hosts the endpoint.

<note markdown=“1”> Certain Nitro-based instances include local storage, dependent on the instance type. Local storage volumes are encrypted using a hardware module on the instance. You can’t request a ‘KmsKeyId` when using an instance type with local storage. If any of the models that you specify in the `ProductionVariants` parameter use nitro-based instances with local storage, do not specify a value for the `KmsKeyId` parameter. If you specify a value for `KmsKeyId` when using any nitro-based instances with local storage, the call to `CreateEndpointConfig` fails.

For a list of instance types that support local instance storage,

see [Instance Store Volumes].

For more information about local instance storage encryption, see

[SSD Instance Store Volumes].

</note>

[1]: docs.aws.amazon.com/AWSEC2/latest/UserGuide/InstanceStorage.html#instance-store-volumes [2]: docs.aws.amazon.com/AWSEC2/latest/UserGuide/ssd-instance-store.html

Returns:

  • (String) 


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# File 'lib/aws-sdk-sagemaker/types.rb', line 2695

class CreateEndpointConfigInput < Struct.new(
  :endpoint_config_name,
  :production_variants,
  :data_capture_config,
  :tags,
  :kms_key_id)
  include Aws::Structure
end

#production_variants ⇒ Array<Types::ProductionVariant>

An list of ‘ProductionVariant` objects, one for each model that you want to host at this endpoint.

Returns:



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# File 'lib/aws-sdk-sagemaker/types.rb', line 2695

class CreateEndpointConfigInput < Struct.new(
  :endpoint_config_name,
  :production_variants,
  :data_capture_config,
  :tags,
  :kms_key_id)
  include Aws::Structure
end

#tags ⇒ Array<Types::Tag>

A list of key-value pairs. For more information, see [Using Cost Allocation Tags] in the AWS Billing and Cost Management User Guide.

[1]: docs.aws.amazon.com/awsaccountbilling/latest/aboutv2/cost-alloc-tags.html#allocation-what

Returns:



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# File 'lib/aws-sdk-sagemaker/types.rb', line 2695

class CreateEndpointConfigInput < Struct.new(
  :endpoint_config_name,
  :production_variants,
  :data_capture_config,
  :tags,
  :kms_key_id)
  include Aws::Structure
end