Copyright | (c) 2013-2016 Brendan Hay |
---|---|
License | Mozilla Public License, v. 2.0. |
Maintainer | Brendan Hay <brendan.g.hay@gmail.com> |
Stability | auto-generated |
Portability | non-portable (GHC extensions) |
Safe Haskell | None |
Language | Haskell2010 |
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.
- createBatchPrediction :: Text -> Text -> Text -> Text -> CreateBatchPrediction
- data CreateBatchPrediction
- cbpBatchPredictionName :: Lens' CreateBatchPrediction (Maybe Text)
- cbpBatchPredictionId :: Lens' CreateBatchPrediction Text
- cbpMLModelId :: Lens' CreateBatchPrediction Text
- cbpBatchPredictionDataSourceId :: Lens' CreateBatchPrediction Text
- cbpOutputURI :: Lens' CreateBatchPrediction Text
- createBatchPredictionResponse :: Int -> CreateBatchPredictionResponse
- data CreateBatchPredictionResponse
- cbprsBatchPredictionId :: Lens' CreateBatchPredictionResponse (Maybe Text)
- cbprsResponseStatus :: Lens' CreateBatchPredictionResponse Int
Creating a Request
createBatchPrediction Source #
:: Text | |
-> Text | |
-> Text | |
-> Text | |
-> CreateBatchPrediction |
Creates a value of CreateBatchPrediction
with the minimum fields required to make a request.
Use one of the following lenses to modify other fields as desired:
data CreateBatchPrediction Source #
See: createBatchPrediction
smart constructor.
Request Lenses
cbpBatchPredictionName :: Lens' CreateBatchPrediction (Maybe Text) Source #
A user-supplied name or description of the BatchPrediction
. BatchPredictionName
can only use the UTF-8 character set.
cbpBatchPredictionId :: Lens' CreateBatchPrediction Text Source #
A user-supplied ID that uniquely identifies the BatchPrediction
.
cbpMLModelId :: Lens' CreateBatchPrediction Text Source #
The ID of the MLModel
that will generate predictions for the group of observations.
cbpBatchPredictionDataSourceId :: Lens' CreateBatchPrediction Text Source #
The ID of the DataSource
that points to the group of observations to predict.
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 Learning Developer Guide.
Destructuring the Response
createBatchPredictionResponse Source #
Creates a value of CreateBatchPredictionResponse
with the minimum fields required to make a request.
Use one of the following lenses to modify other fields as desired:
data CreateBatchPredictionResponse Source #
Represents the output of a CreateBatchPrediction
operation, and is an acknowledgement that Amazon ML received the request.
The CreateBatchPrediction
operation is asynchronous. You can poll for status updates by using the '>GetBatchPrediction' operation and checking the Status
parameter of the result.
See: createBatchPredictionResponse
smart constructor.
Response Lenses
cbprsBatchPredictionId :: 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.
cbprsResponseStatus :: Lens' CreateBatchPredictionResponse Int Source #
The response status code.