amazonka-ml-1.4.4: Amazon Machine Learning SDK.

Copyright(c) 2013-2016 Brendan Hay
LicenseMozilla Public License, v. 2.0.
MaintainerBrendan Hay <brendan.g.hay@gmail.com>
Stabilityauto-generated
Portabilitynon-portable (GHC extensions)
Safe HaskellNone
LanguageHaskell2010

Network.AWS.MachineLearning.GetBatchPrediction

Contents

Description

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

Synopsis

Creating a Request

getBatchPrediction Source #

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:

data GetBatchPrediction Source #

See: getBatchPrediction smart constructor.

Instances

Eq GetBatchPrediction Source # 
Data GetBatchPrediction Source # 

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 Source # 
Show GetBatchPrediction Source # 
Generic GetBatchPrediction Source # 
Hashable GetBatchPrediction Source # 
NFData GetBatchPrediction Source # 

Methods

rnf :: GetBatchPrediction -> () #

AWSRequest GetBatchPrediction Source # 
ToPath GetBatchPrediction Source # 
ToHeaders GetBatchPrediction Source # 
ToQuery GetBatchPrediction Source # 
ToJSON GetBatchPrediction Source # 
type Rep GetBatchPrediction Source # 
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 Source # 

Request Lenses

gbpBatchPredictionId :: Lens' GetBatchPrediction Text Source #

An ID assigned to the BatchPrediction at creation.

Destructuring the Response

getBatchPredictionResponse Source #

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:

data GetBatchPredictionResponse Source #

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

See: getBatchPredictionResponse smart constructor.

Instances

Eq GetBatchPredictionResponse Source # 
Data GetBatchPredictionResponse Source # 

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 Source # 
Show GetBatchPredictionResponse Source # 
Generic GetBatchPredictionResponse Source # 
NFData GetBatchPredictionResponse Source # 
type Rep GetBatchPredictionResponse Source # 
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) Source #

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) Source #

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

gbprsCreatedAt :: Lens' GetBatchPredictionResponse (Maybe UTCTime) Source #

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

gbprsComputeTime :: Lens' GetBatchPredictionResponse (Maybe Integer) Source #

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) Source #

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

gbprsMLModelId :: Lens' GetBatchPredictionResponse (Maybe Text) Source #

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

gbprsBatchPredictionDataSourceId :: Lens' GetBatchPredictionResponse (Maybe Text) Source #

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

gbprsTotalRecordCount :: Lens' GetBatchPredictionResponse (Maybe Integer) Source #

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

gbprsStartedAt :: Lens' GetBatchPredictionResponse (Maybe UTCTime) Source #

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) Source #

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) Source #

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) Source #

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

gbprsCreatedByIAMUser :: Lens' GetBatchPredictionResponse (Maybe Text) Source #

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) Source #

A user-supplied name or description of the BatchPrediction.

gbprsLogURI :: Lens' GetBatchPredictionResponse (Maybe Text) Source #

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

gbprsMessage :: Lens' GetBatchPredictionResponse (Maybe Text) Source #

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

gbprsOutputURI :: Lens' GetBatchPredictionResponse (Maybe Text) Source #

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

gbprsResponseStatus :: Lens' GetBatchPredictionResponse Int Source #

The response status code.