| Safe Haskell | None |
|---|---|
| Language | Haskell2010 |
Network.AWS.MachineLearning.CreateBatchPrediction
Description
Generates predictions for a group of observations. The observations to
process exist in one or more data files referenced by a DataSource. This
operation creates a new BatchPrediction, and uses an MLModel and the data
files referenced by the DataSource as information sources.
CreateBatchPrediction is an asynchronous operation. In response to CreateBatchPrediction, Amazon Machine Learning (Amazon ML) immediately returns and sets the BatchPrediction status to PENDING. After the BatchPrediction completes, Amazon ML sets the
status to COMPLETED.
You can poll for status updates by using the GetBatchPrediction operation
and checking the Status parameter of the result. After the COMPLETED status
appears, the results are available in the location specified by the OutputUri
parameter.
- data CreateBatchPrediction
- createBatchPrediction :: Text -> Text -> Text -> Text -> CreateBatchPrediction
- cbpBatchPredictionDataSourceId :: Lens' CreateBatchPrediction Text
- cbpBatchPredictionId :: Lens' CreateBatchPrediction Text
- cbpBatchPredictionName :: Lens' CreateBatchPrediction (Maybe Text)
- cbpMLModelId :: Lens' CreateBatchPrediction Text
- cbpOutputUri :: Lens' CreateBatchPrediction Text
- data CreateBatchPredictionResponse
- createBatchPredictionResponse :: CreateBatchPredictionResponse
- cbprBatchPredictionId :: Lens' CreateBatchPredictionResponse (Maybe Text)
Request
data CreateBatchPrediction Source
Instances
Request constructor
Arguments
| :: Text | |
| -> Text | |
| -> Text | |
| -> Text | |
| -> CreateBatchPrediction |
CreateBatchPrediction constructor.
The fields accessible through corresponding lenses are:
Request lenses
cbpBatchPredictionDataSourceId :: Lens' CreateBatchPrediction Text Source
The ID of the DataSource that points to the group of observations to predict.
cbpBatchPredictionId :: Lens' CreateBatchPrediction Text Source
A user-supplied ID that uniquely identifies the BatchPrediction.
cbpBatchPredictionName :: Lens' CreateBatchPrediction (Maybe Text) Source
A user-supplied name or description of the BatchPrediction. BatchPredictionName can only use the UTF-8 character set.
cbpMLModelId :: Lens' CreateBatchPrediction Text Source
The ID of the MLModel that will generate predictions for the group of
observations.
cbpOutputUri :: Lens' CreateBatchPrediction Text Source
The location of an Amazon Simple Storage Service (Amazon S3) bucket or
directory to store the batch prediction results. The following substrings are
not allowed in the s3 key portion of the "outputURI" field: :, //, /./,
/../.
Amazon ML needs permissions to store and retrieve the logs on your behalf. For information about how to set permissions, see the Amazon Machine LearningDeveloper Guide.
Response
Response constructor
createBatchPredictionResponse :: CreateBatchPredictionResponse Source
CreateBatchPredictionResponse constructor.
The fields accessible through corresponding lenses are:
Response lenses
cbprBatchPredictionId :: Lens' CreateBatchPredictionResponse (Maybe Text) Source
A user-supplied ID that uniquely identifies the BatchPrediction. This value
is identical to the value of the BatchPredictionId in the request.