{-# LANGUAGE DeriveGeneric #-} {-# LANGUAGE DuplicateRecordFields #-} {-# LANGUAGE NamedFieldPuns #-} {-# LANGUAGE OverloadedStrings #-} {-# LANGUAGE RecordWildCards #-} {-# LANGUAGE StrictData #-} {-# LANGUAGE NoImplicitPrelude #-} {-# OPTIONS_GHC -fno-warn-unused-imports #-} {-# OPTIONS_GHC -fno-warn-unused-matches #-} -- Derived from AWS service descriptions, licensed under Apache 2.0. -- | -- Module : Amazonka.SageMaker.Types.AdditionalInferenceSpecificationDefinition -- Copyright : (c) 2013-2023 Brendan Hay -- License : Mozilla Public License, v. 2.0. -- Maintainer : Brendan Hay -- Stability : auto-generated -- Portability : non-portable (GHC extensions) module Amazonka.SageMaker.Types.AdditionalInferenceSpecificationDefinition where import qualified Amazonka.Core as Core import qualified Amazonka.Core.Lens.Internal as Lens import qualified Amazonka.Data as Data import qualified Amazonka.Prelude as Prelude import Amazonka.SageMaker.Types.ModelPackageContainerDefinition import Amazonka.SageMaker.Types.ProductionVariantInstanceType import Amazonka.SageMaker.Types.TransformInstanceType -- | A structure of additional Inference Specification. Additional Inference -- Specification specifies details about inference jobs that can be run -- with models based on this model package -- -- /See:/ 'newAdditionalInferenceSpecificationDefinition' smart constructor. data AdditionalInferenceSpecificationDefinition = AdditionalInferenceSpecificationDefinition' { -- | A description of the additional Inference specification description :: Prelude.Maybe Prelude.Text, -- | The supported MIME types for the input data. supportedContentTypes :: Prelude.Maybe [Prelude.Text], -- | A list of the instance types that are used to generate inferences in -- real-time. supportedRealtimeInferenceInstanceTypes :: Prelude.Maybe [ProductionVariantInstanceType], -- | The supported MIME types for the output data. supportedResponseMIMETypes :: Prelude.Maybe [Prelude.Text], -- | A list of the instance types on which a transformation job can be run or -- on which an endpoint can be deployed. supportedTransformInstanceTypes :: Prelude.Maybe (Prelude.NonEmpty TransformInstanceType), -- | A unique name to identify the additional inference specification. The -- name must be unique within the list of your additional inference -- specifications for a particular model package. name :: Prelude.Text, -- | The Amazon ECR registry path of the Docker image that contains the -- inference code. containers :: Prelude.NonEmpty ModelPackageContainerDefinition } deriving (Prelude.Eq, Prelude.Read, Prelude.Show, Prelude.Generic) -- | -- Create a value of 'AdditionalInferenceSpecificationDefinition' with all optional fields omitted. -- -- Use or to modify other optional fields. -- -- The following record fields are available, with the corresponding lenses provided -- for backwards compatibility: -- -- 'description', 'additionalInferenceSpecificationDefinition_description' - A description of the additional Inference specification -- -- 'supportedContentTypes', 'additionalInferenceSpecificationDefinition_supportedContentTypes' - The supported MIME types for the input data. -- -- 'supportedRealtimeInferenceInstanceTypes', 'additionalInferenceSpecificationDefinition_supportedRealtimeInferenceInstanceTypes' - A list of the instance types that are used to generate inferences in -- real-time. -- -- 'supportedResponseMIMETypes', 'additionalInferenceSpecificationDefinition_supportedResponseMIMETypes' - The supported MIME types for the output data. -- -- 'supportedTransformInstanceTypes', 'additionalInferenceSpecificationDefinition_supportedTransformInstanceTypes' - A list of the instance types on which a transformation job can be run or -- on which an endpoint can be deployed. -- -- 'name', 'additionalInferenceSpecificationDefinition_name' - A unique name to identify the additional inference specification. The -- name must be unique within the list of your additional inference -- specifications for a particular model package. -- -- 'containers', 'additionalInferenceSpecificationDefinition_containers' - The Amazon ECR registry path of the Docker image that contains the -- inference code. newAdditionalInferenceSpecificationDefinition :: -- | 'name' Prelude.Text -> -- | 'containers' Prelude.NonEmpty ModelPackageContainerDefinition -> AdditionalInferenceSpecificationDefinition newAdditionalInferenceSpecificationDefinition pName_ pContainers_ = AdditionalInferenceSpecificationDefinition' { description = Prelude.Nothing, supportedContentTypes = Prelude.Nothing, supportedRealtimeInferenceInstanceTypes = Prelude.Nothing, supportedResponseMIMETypes = Prelude.Nothing, supportedTransformInstanceTypes = Prelude.Nothing, name = pName_, containers = Lens.coerced Lens.# pContainers_ } -- | A description of the additional Inference specification additionalInferenceSpecificationDefinition_description :: Lens.Lens' AdditionalInferenceSpecificationDefinition (Prelude.Maybe Prelude.Text) additionalInferenceSpecificationDefinition_description = Lens.lens (\AdditionalInferenceSpecificationDefinition' {description} -> description) (\s@AdditionalInferenceSpecificationDefinition' {} a -> s {description = a} :: AdditionalInferenceSpecificationDefinition) -- | The supported MIME types for the input data. additionalInferenceSpecificationDefinition_supportedContentTypes :: Lens.Lens' AdditionalInferenceSpecificationDefinition (Prelude.Maybe [Prelude.Text]) additionalInferenceSpecificationDefinition_supportedContentTypes = Lens.lens (\AdditionalInferenceSpecificationDefinition' {supportedContentTypes} -> supportedContentTypes) (\s@AdditionalInferenceSpecificationDefinition' {} a -> s {supportedContentTypes = a} :: AdditionalInferenceSpecificationDefinition) Prelude.. Lens.mapping Lens.coerced -- | A list of the instance types that are used to generate inferences in -- real-time. additionalInferenceSpecificationDefinition_supportedRealtimeInferenceInstanceTypes :: Lens.Lens' AdditionalInferenceSpecificationDefinition (Prelude.Maybe [ProductionVariantInstanceType]) additionalInferenceSpecificationDefinition_supportedRealtimeInferenceInstanceTypes = Lens.lens (\AdditionalInferenceSpecificationDefinition' {supportedRealtimeInferenceInstanceTypes} -> supportedRealtimeInferenceInstanceTypes) (\s@AdditionalInferenceSpecificationDefinition' {} a -> s {supportedRealtimeInferenceInstanceTypes = a} :: AdditionalInferenceSpecificationDefinition) Prelude.. Lens.mapping Lens.coerced -- | The supported MIME types for the output data. additionalInferenceSpecificationDefinition_supportedResponseMIMETypes :: Lens.Lens' AdditionalInferenceSpecificationDefinition (Prelude.Maybe [Prelude.Text]) additionalInferenceSpecificationDefinition_supportedResponseMIMETypes = Lens.lens (\AdditionalInferenceSpecificationDefinition' {supportedResponseMIMETypes} -> supportedResponseMIMETypes) (\s@AdditionalInferenceSpecificationDefinition' {} a -> s {supportedResponseMIMETypes = a} :: AdditionalInferenceSpecificationDefinition) Prelude.. Lens.mapping Lens.coerced -- | A list of the instance types on which a transformation job can be run or -- on which an endpoint can be deployed. additionalInferenceSpecificationDefinition_supportedTransformInstanceTypes :: Lens.Lens' AdditionalInferenceSpecificationDefinition (Prelude.Maybe (Prelude.NonEmpty TransformInstanceType)) additionalInferenceSpecificationDefinition_supportedTransformInstanceTypes = Lens.lens (\AdditionalInferenceSpecificationDefinition' {supportedTransformInstanceTypes} -> supportedTransformInstanceTypes) (\s@AdditionalInferenceSpecificationDefinition' {} a -> s {supportedTransformInstanceTypes = a} :: AdditionalInferenceSpecificationDefinition) Prelude.. Lens.mapping Lens.coerced -- | A unique name to identify the additional inference specification. The -- name must be unique within the list of your additional inference -- specifications for a particular model package. additionalInferenceSpecificationDefinition_name :: Lens.Lens' AdditionalInferenceSpecificationDefinition Prelude.Text additionalInferenceSpecificationDefinition_name = Lens.lens (\AdditionalInferenceSpecificationDefinition' {name} -> name) (\s@AdditionalInferenceSpecificationDefinition' {} a -> s {name = a} :: AdditionalInferenceSpecificationDefinition) -- | The Amazon ECR registry path of the Docker image that contains the -- inference code. additionalInferenceSpecificationDefinition_containers :: Lens.Lens' AdditionalInferenceSpecificationDefinition (Prelude.NonEmpty ModelPackageContainerDefinition) additionalInferenceSpecificationDefinition_containers = Lens.lens (\AdditionalInferenceSpecificationDefinition' {containers} -> containers) (\s@AdditionalInferenceSpecificationDefinition' {} a -> s {containers = a} :: AdditionalInferenceSpecificationDefinition) Prelude.. Lens.coerced instance Data.FromJSON AdditionalInferenceSpecificationDefinition where parseJSON = Data.withObject "AdditionalInferenceSpecificationDefinition" ( \x -> AdditionalInferenceSpecificationDefinition' Prelude.<$> (x Data..:? "Description") Prelude.<*> ( x Data..:? "SupportedContentTypes" Data..!= Prelude.mempty ) Prelude.<*> ( x Data..:? "SupportedRealtimeInferenceInstanceTypes" Data..!= Prelude.mempty ) Prelude.<*> ( x Data..:? "SupportedResponseMIMETypes" Data..!= Prelude.mempty ) Prelude.<*> (x Data..:? "SupportedTransformInstanceTypes") Prelude.<*> (x Data..: "Name") Prelude.<*> (x Data..: "Containers") ) instance Prelude.Hashable AdditionalInferenceSpecificationDefinition where hashWithSalt _salt AdditionalInferenceSpecificationDefinition' {..} = _salt `Prelude.hashWithSalt` description `Prelude.hashWithSalt` supportedContentTypes `Prelude.hashWithSalt` supportedRealtimeInferenceInstanceTypes `Prelude.hashWithSalt` supportedResponseMIMETypes `Prelude.hashWithSalt` supportedTransformInstanceTypes `Prelude.hashWithSalt` name `Prelude.hashWithSalt` containers instance Prelude.NFData AdditionalInferenceSpecificationDefinition where rnf AdditionalInferenceSpecificationDefinition' {..} = Prelude.rnf description `Prelude.seq` Prelude.rnf supportedContentTypes `Prelude.seq` Prelude.rnf supportedRealtimeInferenceInstanceTypes `Prelude.seq` Prelude.rnf supportedResponseMIMETypes `Prelude.seq` Prelude.rnf supportedTransformInstanceTypes `Prelude.seq` Prelude.rnf name `Prelude.seq` Prelude.rnf containers instance Data.ToJSON AdditionalInferenceSpecificationDefinition where toJSON AdditionalInferenceSpecificationDefinition' {..} = Data.object ( Prelude.catMaybes [ ("Description" Data..=) Prelude.<$> description, ("SupportedContentTypes" Data..=) Prelude.<$> supportedContentTypes, ("SupportedRealtimeInferenceInstanceTypes" Data..=) Prelude.<$> supportedRealtimeInferenceInstanceTypes, ("SupportedResponseMIMETypes" Data..=) Prelude.<$> supportedResponseMIMETypes, ("SupportedTransformInstanceTypes" Data..=) Prelude.<$> supportedTransformInstanceTypes, Prelude.Just ("Name" Data..= name), Prelude.Just ("Containers" Data..= containers) ] )