Network.AWS.MachineLearning.Predict

Generates a prediction for the observation using the specified ML Model .

Creating a Request

predict

Arguments

:: Text

pMLModelId

-> Text

pPredictEndpoint

-> Predict

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

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

• pMLModelId - A unique identifier of the MLModel .
• pRecord - Undocumented member.
• pPredictEndpoint - Undocumented member.

data Predict

See: predict smart constructor.

Instances

Eq Predict

Methods

(==) :: Predict -> Predict -> Bool

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

Data Predict

Methods

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

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

toConstr :: Predict -> Constr

dataTypeOf :: Predict -> DataType

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

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

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

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

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

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

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

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

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

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

Read Predict

Methods

readsPrec :: Int -> ReadS Predict

readList :: ReadS [Predict]

readPrec :: ReadPrec Predict

readListPrec :: ReadPrec [Predict]

Show Predict

Methods

showsPrec :: Int -> Predict -> ShowS

show :: Predict -> String

showList :: [Predict] -> ShowS

Generic Predict

Associated Types

type Rep Predict :: * -> *

Methods

from :: Predict -> Rep Predict x

to :: Rep Predict x -> Predict

Hashable Predict

Methods

hashWithSalt :: Int -> Predict -> Int

hash :: Predict -> Int

ToJSON Predict

Methods

toJSON :: Predict -> Value

toEncoding :: Predict -> Encoding

toJSONList :: [Predict] -> Value

toEncodingList :: [Predict] -> Encoding

NFData Predict

Methods

rnf :: Predict -> ()

AWSRequest Predict

Associated Types

type Rs Predict :: *

Methods

request :: Predict -> Request Predict

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

ToHeaders Predict

Methods

toHeaders :: Predict -> [Header]

ToPath Predict

Methods

toPath :: Predict -> ByteString

ToQuery Predict

Methods

toQuery :: Predict -> QueryString

type Rep Predict

type Rep Predict = D1 * (MetaData "Predict" "Network.AWS.MachineLearning.Predict" "amazonka-ml-1.6.0-Ieesuz5Kri8FW4cNPxVPkB" False) (C1 * (MetaCons "Predict'" PrefixI True) ((:*:) * (S1 * (MetaSel (Just Symbol "_pMLModelId") NoSourceUnpackedness SourceStrict DecidedStrict) (Rec0 * Text)) ((:*:) * (S1 * (MetaSel (Just Symbol "_pRecord") NoSourceUnpackedness SourceStrict DecidedStrict) (Rec0 * (Map Text Text))) (S1 * (MetaSel (Just Symbol "_pPredictEndpoint") NoSourceUnpackedness SourceStrict DecidedStrict) (Rec0 * Text)))))

type Rs Predict

type Rs Predict = PredictResponse

Request Lenses

pMLModelId :: Lens' Predict Text

A unique identifier of the MLModel .

pRecord :: Lens' Predict (HashMap Text Text)

Undocumented member.

pPredictEndpoint :: Lens' Predict Text

Undocumented member.

Destructuring the Response

predictResponse

Arguments

:: Int

prsResponseStatus

-> PredictResponse

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

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

• prsPrediction - Undocumented member.
• prsResponseStatus - -- | The response status code.

data PredictResponse

See: predictResponse smart constructor.

Instances

Eq PredictResponse

Methods

(==) :: PredictResponse -> PredictResponse -> Bool

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

Data PredictResponse

Methods

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

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

toConstr :: PredictResponse -> Constr

dataTypeOf :: PredictResponse -> DataType

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

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

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

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

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

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

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

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

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

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

Read PredictResponse

Methods

readsPrec :: Int -> ReadS PredictResponse

readList :: ReadS [PredictResponse]

readPrec :: ReadPrec PredictResponse

readListPrec :: ReadPrec [PredictResponse]

Show PredictResponse

Methods

showsPrec :: Int -> PredictResponse -> ShowS

show :: PredictResponse -> String

showList :: [PredictResponse] -> ShowS

Generic PredictResponse

Associated Types

type Rep PredictResponse :: * -> *

Methods

from :: PredictResponse -> Rep PredictResponse x

to :: Rep PredictResponse x -> PredictResponse

NFData PredictResponse

Methods

rnf :: PredictResponse -> ()

type Rep PredictResponse

type Rep PredictResponse = D1 * (MetaData "PredictResponse" "Network.AWS.MachineLearning.Predict" "amazonka-ml-1.6.0-Ieesuz5Kri8FW4cNPxVPkB" False) (C1 * (MetaCons "PredictResponse'" PrefixI True) ((:*:) * (S1 * (MetaSel (Just Symbol "_prsPrediction") NoSourceUnpackedness SourceStrict DecidedStrict) (Rec0 * (Maybe Prediction))) (S1 * (MetaSel (Just Symbol "_prsResponseStatus") NoSourceUnpackedness SourceStrict DecidedStrict) (Rec0 * Int))))

Response Lenses

prsPrediction :: Lens' PredictResponse (Maybe Prediction)

Undocumented member.

prsResponseStatus :: Lens' PredictResponse Int

• - | The response status code.