Network.AWS.MachineLearning.GetBatchPrediction

Returns a BatchPrediction that includes detailed metadata, status, and data file information for a 'Batch Prediction' request.

Creating a Request

getBatchPrediction

Arguments

:: Text

gbpBatchPredictionId

-> GetBatchPrediction

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

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

• gbpBatchPredictionId

data GetBatchPrediction

See: getBatchPrediction smart constructor.

Instances

Eq GetBatchPrediction

Methods

(==) :: GetBatchPrediction -> GetBatchPrediction -> Bool

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

Data GetBatchPrediction

Methods

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

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

toConstr :: GetBatchPrediction -> Constr

dataTypeOf :: GetBatchPrediction -> DataType

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

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

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

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

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

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

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

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

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

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

Read GetBatchPrediction

Methods

readsPrec :: Int -> ReadS GetBatchPrediction

readList :: ReadS [GetBatchPrediction]

readPrec :: ReadPrec GetBatchPrediction

readListPrec :: ReadPrec [GetBatchPrediction]

Show GetBatchPrediction

Methods

showsPrec :: Int -> GetBatchPrediction -> ShowS

show :: GetBatchPrediction -> String

showList :: [GetBatchPrediction] -> ShowS

Generic GetBatchPrediction

Associated Types

type Rep GetBatchPrediction :: * -> *

Methods

from :: GetBatchPrediction -> Rep GetBatchPrediction x

to :: Rep GetBatchPrediction x -> GetBatchPrediction

Hashable GetBatchPrediction

Methods

hashWithSalt :: Int -> GetBatchPrediction -> Int

hash :: GetBatchPrediction -> Int

NFData GetBatchPrediction

Methods

rnf :: GetBatchPrediction -> ()

AWSRequest GetBatchPrediction

Associated Types

type Rs GetBatchPrediction :: *

Methods

request :: GetBatchPrediction -> Request GetBatchPrediction

response :: MonadResource m => Logger -> Service -> Proxy * GetBatchPrediction -> ClientResponse -> m (Response GetBatchPrediction)

ToPath GetBatchPrediction

Methods

toPath :: GetBatchPrediction -> ByteString

ToHeaders GetBatchPrediction

Methods

toHeaders :: GetBatchPrediction -> [Header]

ToQuery GetBatchPrediction

Methods

toQuery :: GetBatchPrediction -> QueryString

ToJSON GetBatchPrediction

Methods

toJSON :: GetBatchPrediction -> Value

toEncoding :: GetBatchPrediction -> Encoding

type Rep GetBatchPrediction

type Rep GetBatchPrediction = D1 (MetaData "GetBatchPrediction" "Network.AWS.MachineLearning.GetBatchPrediction" "amazonka-ml-1.4.4-2yA9Z7arOzvng1YYT0XHX" True) (C1 (MetaCons "GetBatchPrediction'" PrefixI True) (S1 (MetaSel (Just Symbol "_gbpBatchPredictionId") NoSourceUnpackedness NoSourceStrictness DecidedLazy) (Rec0 Text)))

type Rs GetBatchPrediction

type Rs GetBatchPrediction = GetBatchPredictionResponse

Request Lenses

gbpBatchPredictionId :: Lens' GetBatchPrediction Text

An ID assigned to the BatchPrediction at creation.

Destructuring the Response

getBatchPredictionResponse

Arguments

:: Int

gbprsResponseStatus

-> GetBatchPredictionResponse

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

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

• gbprsStatus
• gbprsLastUpdatedAt
• gbprsCreatedAt
• gbprsComputeTime
• gbprsInputDataLocationS3
• gbprsMLModelId
• gbprsBatchPredictionDataSourceId
• gbprsTotalRecordCount
• gbprsStartedAt
• gbprsBatchPredictionId
• gbprsFinishedAt
• gbprsInvalidRecordCount
• gbprsCreatedByIAMUser
• gbprsName
• gbprsLogURI
• gbprsMessage
• gbprsOutputURI
• gbprsResponseStatus

data GetBatchPredictionResponse

Represents the output of a GetBatchPrediction operation and describes a BatchPrediction.

See: getBatchPredictionResponse smart constructor.

Instances

Eq GetBatchPredictionResponse

Methods

(==) :: GetBatchPredictionResponse -> GetBatchPredictionResponse -> Bool

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

Data GetBatchPredictionResponse

Methods

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

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

toConstr :: GetBatchPredictionResponse -> Constr

dataTypeOf :: GetBatchPredictionResponse -> DataType

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

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

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

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

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

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

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

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

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

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

Read GetBatchPredictionResponse

Methods

readsPrec :: Int -> ReadS GetBatchPredictionResponse

readList :: ReadS [GetBatchPredictionResponse]

readPrec :: ReadPrec GetBatchPredictionResponse

readListPrec :: ReadPrec [GetBatchPredictionResponse]

Show GetBatchPredictionResponse

Methods

showsPrec :: Int -> GetBatchPredictionResponse -> ShowS

show :: GetBatchPredictionResponse -> String

showList :: [GetBatchPredictionResponse] -> ShowS

Generic GetBatchPredictionResponse

Associated Types

type Rep GetBatchPredictionResponse :: * -> *

Methods

from :: GetBatchPredictionResponse -> Rep GetBatchPredictionResponse x

to :: Rep GetBatchPredictionResponse x -> GetBatchPredictionResponse

NFData GetBatchPredictionResponse

Methods

rnf :: GetBatchPredictionResponse -> ()

type Rep GetBatchPredictionResponse

type Rep GetBatchPredictionResponse = D1 (MetaData "GetBatchPredictionResponse" "Network.AWS.MachineLearning.GetBatchPrediction" "amazonka-ml-1.4.4-2yA9Z7arOzvng1YYT0XHX" False) (C1 (MetaCons "GetBatchPredictionResponse'" PrefixI True) ((:*:) ((:*:) ((:*:) ((:*:) (S1 (MetaSel (Just Symbol "_gbprsStatus") NoSourceUnpackedness SourceStrict DecidedStrict) (Rec0 (Maybe EntityStatus))) (S1 (MetaSel (Just Symbol "_gbprsLastUpdatedAt") NoSourceUnpackedness SourceStrict DecidedStrict) (Rec0 (Maybe POSIX)))) ((:*:) (S1 (MetaSel (Just Symbol "_gbprsCreatedAt") NoSourceUnpackedness SourceStrict DecidedStrict) (Rec0 (Maybe POSIX))) (S1 (MetaSel (Just Symbol "_gbprsComputeTime") NoSourceUnpackedness SourceStrict DecidedStrict) (Rec0 (Maybe Integer))))) ((:*:) ((:*:) (S1 (MetaSel (Just Symbol "_gbprsInputDataLocationS3") NoSourceUnpackedness SourceStrict DecidedStrict) (Rec0 (Maybe Text))) (S1 (MetaSel (Just Symbol "_gbprsMLModelId") NoSourceUnpackedness SourceStrict DecidedStrict) (Rec0 (Maybe Text)))) ((:*:) (S1 (MetaSel (Just Symbol "_gbprsBatchPredictionDataSourceId") NoSourceUnpackedness SourceStrict DecidedStrict) (Rec0 (Maybe Text))) ((:*:) (S1 (MetaSel (Just Symbol "_gbprsTotalRecordCount") NoSourceUnpackedness SourceStrict DecidedStrict) (Rec0 (Maybe Integer))) (S1 (MetaSel (Just Symbol "_gbprsStartedAt") NoSourceUnpackedness SourceStrict DecidedStrict) (Rec0 (Maybe POSIX))))))) ((:*:) ((:*:) ((:*:) (S1 (MetaSel (Just Symbol "_gbprsBatchPredictionId") NoSourceUnpackedness SourceStrict DecidedStrict) (Rec0 (Maybe Text))) (S1 (MetaSel (Just Symbol "_gbprsFinishedAt") NoSourceUnpackedness SourceStrict DecidedStrict) (Rec0 (Maybe POSIX)))) ((:*:) (S1 (MetaSel (Just Symbol "_gbprsInvalidRecordCount") NoSourceUnpackedness SourceStrict DecidedStrict) (Rec0 (Maybe Integer))) (S1 (MetaSel (Just Symbol "_gbprsCreatedByIAMUser") NoSourceUnpackedness SourceStrict DecidedStrict) (Rec0 (Maybe Text))))) ((:*:) ((:*:) (S1 (MetaSel (Just Symbol "_gbprsName") NoSourceUnpackedness SourceStrict DecidedStrict) (Rec0 (Maybe Text))) (S1 (MetaSel (Just Symbol "_gbprsLogURI") NoSourceUnpackedness SourceStrict DecidedStrict) (Rec0 (Maybe Text)))) ((:*:) (S1 (MetaSel (Just Symbol "_gbprsMessage") NoSourceUnpackedness SourceStrict DecidedStrict) (Rec0 (Maybe Text))) ((:*:) (S1 (MetaSel (Just Symbol "_gbprsOutputURI") NoSourceUnpackedness SourceStrict DecidedStrict) (Rec0 (Maybe Text))) (S1 (MetaSel (Just Symbol "_gbprsResponseStatus") NoSourceUnpackedness SourceStrict DecidedUnpack) (Rec0 Int))))))))

Response Lenses

gbprsStatus :: Lens' GetBatchPredictionResponse (Maybe EntityStatus)

The status of the BatchPrediction, which can be one of the following values:

• PENDING - Amazon Machine Learning (Amazon ML) submitted a request to generate batch predictions.
• INPROGRESS - The batch predictions are in progress.
• FAILED - The request to perform a batch prediction did not run to completion. It is not usable.
• COMPLETED - The batch prediction process completed successfully.
• DELETED - The BatchPrediction is marked as deleted. It is not usable.

gbprsLastUpdatedAt :: Lens' GetBatchPredictionResponse (Maybe UTCTime)

The time of the most recent edit to BatchPrediction. The time is expressed in epoch time.

gbprsCreatedAt :: Lens' GetBatchPredictionResponse (Maybe UTCTime)

The time when the BatchPrediction was created. The time is expressed in epoch time.

gbprsComputeTime :: Lens' GetBatchPredictionResponse (Maybe Integer)

The approximate CPU time in milliseconds that Amazon Machine Learning spent processing the BatchPrediction, normalized and scaled on computation resources. ComputeTime is only available if the BatchPrediction is in the COMPLETED state.

gbprsInputDataLocationS3 :: Lens' GetBatchPredictionResponse (Maybe Text)

The location of the data file or directory in Amazon Simple Storage Service (Amazon S3).

gbprsMLModelId :: Lens' GetBatchPredictionResponse (Maybe Text)

The ID of the MLModel that generated predictions for the BatchPrediction request.

gbprsBatchPredictionDataSourceId :: Lens' GetBatchPredictionResponse (Maybe Text)

The ID of the DataSource that was used to create the BatchPrediction.

gbprsTotalRecordCount :: Lens' GetBatchPredictionResponse (Maybe Integer)

The number of total records that Amazon Machine Learning saw while processing the BatchPrediction.

gbprsStartedAt :: Lens' GetBatchPredictionResponse (Maybe UTCTime)

The epoch time when Amazon Machine Learning marked the BatchPrediction as INPROGRESS. StartedAt isn't available if the BatchPrediction is in the PENDING state.

gbprsBatchPredictionId :: Lens' GetBatchPredictionResponse (Maybe Text)

An ID assigned to the BatchPrediction at creation. This value should be identical to the value of the BatchPredictionID in the request.

gbprsFinishedAt :: Lens' GetBatchPredictionResponse (Maybe UTCTime)

The epoch time when Amazon Machine Learning marked the BatchPrediction as COMPLETED or FAILED. FinishedAt is only available when the BatchPrediction is in the COMPLETED or FAILED state.

gbprsInvalidRecordCount :: Lens' GetBatchPredictionResponse (Maybe Integer)

The number of invalid records that Amazon Machine Learning saw while processing the BatchPrediction.

gbprsCreatedByIAMUser :: Lens' GetBatchPredictionResponse (Maybe Text)

The AWS user account that invoked the BatchPrediction. The account type can be either an AWS root account or an AWS Identity and Access Management (IAM) user account.

gbprsName :: Lens' GetBatchPredictionResponse (Maybe Text)

A user-supplied name or description of the BatchPrediction.

gbprsLogURI :: Lens' GetBatchPredictionResponse (Maybe Text)

A link to the file that contains logs of the CreateBatchPrediction operation.

gbprsMessage :: Lens' GetBatchPredictionResponse (Maybe Text)

A description of the most recent details about processing the batch prediction request.

gbprsOutputURI :: Lens' GetBatchPredictionResponse (Maybe Text)

The location of an Amazon S3 bucket or directory to receive the operation results.

gbprsResponseStatus :: Lens' GetBatchPredictionResponse Int

The response status code.