Amazonka.SageMaker.Types.Model

Documentation

data Model

The properties of a model as returned by the Search API.

See: newModel smart constructor.

Constructors

Model'

Fields

• containers :: Maybe [ContainerDefinition]

  The containers in the inference pipeline.

• creationTime :: Maybe POSIX

  A timestamp that indicates when the model was created.

• enableNetworkIsolation :: Maybe Bool

  Isolates the model container. No inbound or outbound network calls can be made to or from the model container.

• executionRoleArn :: Maybe Text

  The Amazon Resource Name (ARN) of the IAM role that you specified for the model.

• inferenceExecutionConfig :: Maybe InferenceExecutionConfig
• modelArn :: Maybe Text

  The Amazon Resource Name (ARN) of the model.

• modelName :: Maybe Text

  The name of the model.

• primaryContainer :: Maybe ContainerDefinition
• tags :: Maybe [Tag]

  A list of key-value pairs associated with the model. For more information, see Tagging Amazon Web Services resources in the Amazon Web Services General Reference Guide.

• vpcConfig :: Maybe VpcConfig

Instances

FromJSON Model

Defined in Amazonka.SageMaker.Types.Model

Methods

parseJSON :: Value -> Parser Model

parseJSONList :: Value -> Parser [Model]

Generic Model

Defined in Amazonka.SageMaker.Types.Model

Associated Types

type Rep Model :: Type -> Type

Methods

from :: Model -> Rep Model x

to :: Rep Model x -> Model

Read Model

Defined in Amazonka.SageMaker.Types.Model

Methods

readsPrec :: Int -> ReadS Model

readList :: ReadS [Model]

readPrec :: ReadPrec Model

readListPrec :: ReadPrec [Model]

Show Model

Defined in Amazonka.SageMaker.Types.Model

Methods

showsPrec :: Int -> Model -> ShowS

show :: Model -> String

showList :: [Model] -> ShowS

NFData Model

Defined in Amazonka.SageMaker.Types.Model

Methods

rnf :: Model -> ()

Eq Model

Defined in Amazonka.SageMaker.Types.Model

Methods

(==) :: Model -> Model -> Bool

(/=) :: Model -> Model -> Bool

Hashable Model

Defined in Amazonka.SageMaker.Types.Model

Methods

hashWithSalt :: Int -> Model -> Int

hash :: Model -> Int

type Rep Model

Defined in Amazonka.SageMaker.Types.Model

type Rep Model = D1 ('MetaData "Model" "Amazonka.SageMaker.Types.Model" "amazonka-sagemaker-2.0-9SyrKZ4KqhsL1qX9u3ILA3" 'False) (C1 ('MetaCons "Model'" 'PrefixI 'True) (((S1 ('MetaSel ('Just "containers") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe [ContainerDefinition])) :*: S1 ('MetaSel ('Just "creationTime") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe POSIX))) :*: (S1 ('MetaSel ('Just "enableNetworkIsolation") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe Bool)) :*: (S1 ('MetaSel ('Just "executionRoleArn") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe Text)) :*: S1 ('MetaSel ('Just "inferenceExecutionConfig") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe InferenceExecutionConfig))))) :*: ((S1 ('MetaSel ('Just "modelArn") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe Text)) :*: S1 ('MetaSel ('Just "modelName") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe Text))) :*: (S1 ('MetaSel ('Just "primaryContainer") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe ContainerDefinition)) :*: (S1 ('MetaSel ('Just "tags") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe [Tag])) :*: S1 ('MetaSel ('Just "vpcConfig") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe VpcConfig)))))))

newModel :: Model

Create a value of Model with all optional fields omitted.

Use generic-lens or optics to modify other optional fields.

The following record fields are available, with the corresponding lenses provided for backwards compatibility:

$sel:containers:Model', model_containers - The containers in the inference pipeline.

$sel:creationTime:Model', model_creationTime - A timestamp that indicates when the model was created.

$sel:enableNetworkIsolation:Model', model_enableNetworkIsolation - Isolates the model container. No inbound or outbound network calls can be made to or from the model container.

$sel:executionRoleArn:Model', model_executionRoleArn - The Amazon Resource Name (ARN) of the IAM role that you specified for the model.

$sel:inferenceExecutionConfig:Model', model_inferenceExecutionConfig - Undocumented member.

$sel:modelArn:Model', model_modelArn - The Amazon Resource Name (ARN) of the model.

$sel:modelName:Model', model_modelName - The name of the model.

$sel:primaryContainer:Model', model_primaryContainer - Undocumented member.

$sel:tags:Model', model_tags - A list of key-value pairs associated with the model. For more information, see Tagging Amazon Web Services resources in the Amazon Web Services General Reference Guide.

$sel:vpcConfig:Model', model_vpcConfig - Undocumented member.

model_containers :: Lens' Model (Maybe [ContainerDefinition])

The containers in the inference pipeline.

model_creationTime :: Lens' Model (Maybe UTCTime)

A timestamp that indicates when the model was created.

model_enableNetworkIsolation :: Lens' Model (Maybe Bool)

Isolates the model container. No inbound or outbound network calls can be made to or from the model container.

model_executionRoleArn :: Lens' Model (Maybe Text)

The Amazon Resource Name (ARN) of the IAM role that you specified for the model.

model_inferenceExecutionConfig :: Lens' Model (Maybe InferenceExecutionConfig)

Undocumented member.

model_modelArn :: Lens' Model (Maybe Text)

The Amazon Resource Name (ARN) of the model.

model_modelName :: Lens' Model (Maybe Text)

The name of the model.

model_primaryContainer :: Lens' Model (Maybe ContainerDefinition)

Undocumented member.

model_tags :: Lens' Model (Maybe [Tag])

A list of key-value pairs associated with the model. For more information, see Tagging Amazon Web Services resources in the Amazon Web Services General Reference Guide.

model_vpcConfig :: Lens' Model (Maybe VpcConfig)

Undocumented member.