Network.AWS.SageMaker.CreateEndpoint

Creates an endpoint using the endpoint configuration specified in the request. Amazon SageMaker uses the endpoint to provision resources and deploy models. You create the endpoint configuration with the CreateEndpointConfig API.

The endpoint name must be unique within an AWS Region in your AWS account.

When it receives the request, Amazon SageMaker creates the endpoint, launches the resources (ML compute instances), and deploys the model(s) on them.

When Amazon SageMaker receives the request, it sets the endpoint status to Creating . After it creates the endpoint, it sets the status to InService . Amazon SageMaker can then process incoming requests for inferences. To check the status of an endpoint, use the DescribeEndpoint API.

For an example, see Exercise 1: Using the K-Means Algorithm Provided by Amazon SageMaker .

Creating a Request

createEndpoint

Arguments

:: Text

ceEndpointName

-> Text

ceEndpointConfigName

-> CreateEndpoint

Creates a value of CreateEndpoint with the minimum fields required to make a request.

Use one of the following lenses to modify other fields as desired:

• ceTags - An array of key-value pairs. For more information, see Using Cost Allocation Tags in the AWS Billing and Cost Management User Guide .
• ceEndpointName - The name of the endpoint. The name must be unique within an AWS Region in your AWS account.
• ceEndpointConfigName - The name of an endpoint configuration. For more information, see CreateEndpointConfig .

data CreateEndpoint

See: createEndpoint smart constructor.

Instances

Eq CreateEndpoint

Methods

(==) :: CreateEndpoint -> CreateEndpoint -> Bool

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

Data CreateEndpoint

Methods

gfoldl :: (forall d b. Data d => c (d -> b) -> d -> c b) -> (forall g. g -> c g) -> CreateEndpoint -> c CreateEndpoint

gunfold :: (forall b r. Data b => c (b -> r) -> c r) -> (forall r. r -> c r) -> Constr -> c CreateEndpoint

toConstr :: CreateEndpoint -> Constr

dataTypeOf :: CreateEndpoint -> DataType

dataCast1 :: Typeable (* -> *) t => (forall d. Data d => c (t d)) -> Maybe (c CreateEndpoint)

dataCast2 :: Typeable (* -> * -> *) t => (forall d e. (Data d, Data e) => c (t d e)) -> Maybe (c CreateEndpoint)

gmapT :: (forall b. Data b => b -> b) -> CreateEndpoint -> CreateEndpoint

gmapQl :: (r -> r' -> r) -> r -> (forall d. Data d => d -> r') -> CreateEndpoint -> r

gmapQr :: (r' -> r -> r) -> r -> (forall d. Data d => d -> r') -> CreateEndpoint -> r

gmapQ :: (forall d. Data d => d -> u) -> CreateEndpoint -> [u]

gmapQi :: Int -> (forall d. Data d => d -> u) -> CreateEndpoint -> u

gmapM :: Monad m => (forall d. Data d => d -> m d) -> CreateEndpoint -> m CreateEndpoint

gmapMp :: MonadPlus m => (forall d. Data d => d -> m d) -> CreateEndpoint -> m CreateEndpoint

gmapMo :: MonadPlus m => (forall d. Data d => d -> m d) -> CreateEndpoint -> m CreateEndpoint

Read CreateEndpoint

Methods

readsPrec :: Int -> ReadS CreateEndpoint

readList :: ReadS [CreateEndpoint]

readPrec :: ReadPrec CreateEndpoint

readListPrec :: ReadPrec [CreateEndpoint]

Show CreateEndpoint

Methods

showsPrec :: Int -> CreateEndpoint -> ShowS

show :: CreateEndpoint -> String

showList :: [CreateEndpoint] -> ShowS

Generic CreateEndpoint

Associated Types

type Rep CreateEndpoint :: * -> *

Methods

from :: CreateEndpoint -> Rep CreateEndpoint x

to :: Rep CreateEndpoint x -> CreateEndpoint

Hashable CreateEndpoint

Methods

hashWithSalt :: Int -> CreateEndpoint -> Int

hash :: CreateEndpoint -> Int

ToJSON CreateEndpoint

Methods

toJSON :: CreateEndpoint -> Value

toEncoding :: CreateEndpoint -> Encoding

toJSONList :: [CreateEndpoint] -> Value

toEncodingList :: [CreateEndpoint] -> Encoding

NFData CreateEndpoint

Methods

rnf :: CreateEndpoint -> ()

AWSRequest CreateEndpoint

Associated Types

type Rs CreateEndpoint :: *

Methods

request :: CreateEndpoint -> Request CreateEndpoint

response :: (MonadResource m, MonadThrow m) => Logger -> Service -> Proxy * CreateEndpoint -> ClientResponse -> m (Response CreateEndpoint)

ToHeaders CreateEndpoint

Methods

toHeaders :: CreateEndpoint -> [Header]

ToPath CreateEndpoint

Methods

toPath :: CreateEndpoint -> ByteString

ToQuery CreateEndpoint

Methods

toQuery :: CreateEndpoint -> QueryString

type Rep CreateEndpoint

type Rep CreateEndpoint = D1 * (MetaData "CreateEndpoint" "Network.AWS.SageMaker.CreateEndpoint" "amazonka-sagemaker-1.6.0-9oNc2IB3ZCo9VZHXZi5zcA" False) (C1 * (MetaCons "CreateEndpoint'" PrefixI True) ((:*:) * (S1 * (MetaSel (Just Symbol "_ceTags") NoSourceUnpackedness SourceStrict DecidedStrict) (Rec0 * (Maybe [Tag]))) ((:*:) * (S1 * (MetaSel (Just Symbol "_ceEndpointName") NoSourceUnpackedness SourceStrict DecidedStrict) (Rec0 * Text)) (S1 * (MetaSel (Just Symbol "_ceEndpointConfigName") NoSourceUnpackedness SourceStrict DecidedStrict) (Rec0 * Text)))))

type Rs CreateEndpoint

type Rs CreateEndpoint = CreateEndpointResponse

Request Lenses

ceTags :: Lens' CreateEndpoint [Tag]

An array of key-value pairs. For more information, see Using Cost Allocation Tags in the AWS Billing and Cost Management User Guide .

ceEndpointName :: Lens' CreateEndpoint Text

The name of the endpoint. The name must be unique within an AWS Region in your AWS account.

ceEndpointConfigName :: Lens' CreateEndpoint Text

The name of an endpoint configuration. For more information, see CreateEndpointConfig .

Destructuring the Response

createEndpointResponse

Arguments

:: Int

cersResponseStatus

-> Text

cersEndpointARN

-> CreateEndpointResponse

Creates a value of CreateEndpointResponse with the minimum fields required to make a request.

Use one of the following lenses to modify other fields as desired:

• cersResponseStatus - -- | The response status code.
• cersEndpointARN - The Amazon Resource Name (ARN) of the endpoint.

data CreateEndpointResponse

See: createEndpointResponse smart constructor.

Instances

Eq CreateEndpointResponse

Methods

(==) :: CreateEndpointResponse -> CreateEndpointResponse -> Bool

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

Data CreateEndpointResponse

Methods

gfoldl :: (forall d b. Data d => c (d -> b) -> d -> c b) -> (forall g. g -> c g) -> CreateEndpointResponse -> c CreateEndpointResponse

gunfold :: (forall b r. Data b => c (b -> r) -> c r) -> (forall r. r -> c r) -> Constr -> c CreateEndpointResponse

toConstr :: CreateEndpointResponse -> Constr

dataTypeOf :: CreateEndpointResponse -> DataType

dataCast1 :: Typeable (* -> *) t => (forall d. Data d => c (t d)) -> Maybe (c CreateEndpointResponse)

dataCast2 :: Typeable (* -> * -> *) t => (forall d e. (Data d, Data e) => c (t d e)) -> Maybe (c CreateEndpointResponse)

gmapT :: (forall b. Data b => b -> b) -> CreateEndpointResponse -> CreateEndpointResponse

gmapQl :: (r -> r' -> r) -> r -> (forall d. Data d => d -> r') -> CreateEndpointResponse -> r

gmapQr :: (r' -> r -> r) -> r -> (forall d. Data d => d -> r') -> CreateEndpointResponse -> r

gmapQ :: (forall d. Data d => d -> u) -> CreateEndpointResponse -> [u]

gmapQi :: Int -> (forall d. Data d => d -> u) -> CreateEndpointResponse -> u

gmapM :: Monad m => (forall d. Data d => d -> m d) -> CreateEndpointResponse -> m CreateEndpointResponse

gmapMp :: MonadPlus m => (forall d. Data d => d -> m d) -> CreateEndpointResponse -> m CreateEndpointResponse

gmapMo :: MonadPlus m => (forall d. Data d => d -> m d) -> CreateEndpointResponse -> m CreateEndpointResponse

Read CreateEndpointResponse

Methods

readsPrec :: Int -> ReadS CreateEndpointResponse

readList :: ReadS [CreateEndpointResponse]

readPrec :: ReadPrec CreateEndpointResponse

readListPrec :: ReadPrec [CreateEndpointResponse]

Show CreateEndpointResponse

Methods

showsPrec :: Int -> CreateEndpointResponse -> ShowS

show :: CreateEndpointResponse -> String

showList :: [CreateEndpointResponse] -> ShowS

Generic CreateEndpointResponse

Associated Types

type Rep CreateEndpointResponse :: * -> *

Methods

from :: CreateEndpointResponse -> Rep CreateEndpointResponse x

to :: Rep CreateEndpointResponse x -> CreateEndpointResponse

NFData CreateEndpointResponse

Methods

rnf :: CreateEndpointResponse -> ()

type Rep CreateEndpointResponse

type Rep CreateEndpointResponse = D1 * (MetaData "CreateEndpointResponse" "Network.AWS.SageMaker.CreateEndpoint" "amazonka-sagemaker-1.6.0-9oNc2IB3ZCo9VZHXZi5zcA" False) (C1 * (MetaCons "CreateEndpointResponse'" PrefixI True) ((:*:) * (S1 * (MetaSel (Just Symbol "_cersResponseStatus") NoSourceUnpackedness SourceStrict DecidedStrict) (Rec0 * Int)) (S1 * (MetaSel (Just Symbol "_cersEndpointARN") NoSourceUnpackedness SourceStrict DecidedStrict) (Rec0 * Text))))

Response Lenses

cersResponseStatus :: Lens' CreateEndpointResponse Int

• - | The response status code.

cersEndpointARN :: Lens' CreateEndpointResponse Text

The Amazon Resource Name (ARN) of the endpoint.