Network.AWS.MachineLearning.CreateBatchPrediction

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.

See: AWS API Reference for CreateBatchPrediction.

Creating a Request

createBatchPrediction

Arguments

:: Text

cbpBatchPredictionId

-> Text

cbpMLModelId

-> Text

cbpBatchPredictionDataSourceId

-> Text

cbpOutputURI

-> 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:

• cbpBatchPredictionName
• cbpBatchPredictionId
• cbpMLModelId
• cbpBatchPredictionDataSourceId
• cbpOutputURI

data CreateBatchPrediction

See: createBatchPrediction smart constructor.

Instances

Eq CreateBatchPrediction

Data CreateBatchPrediction

Read CreateBatchPrediction

Show CreateBatchPrediction

Generic CreateBatchPrediction

ToJSON CreateBatchPrediction

AWSRequest CreateBatchPrediction

ToPath CreateBatchPrediction

ToHeaders CreateBatchPrediction

ToQuery CreateBatchPrediction

Typeable * CreateBatchPrediction

type Rep CreateBatchPrediction

type Rs CreateBatchPrediction = CreateBatchPredictionResponse

Request Lenses

cbpBatchPredictionName :: Lens' CreateBatchPrediction (Maybe Text)

A user-supplied name or description of the BatchPrediction. BatchPredictionName can only use the UTF-8 character set.

cbpBatchPredictionId :: Lens' CreateBatchPrediction Text

A user-supplied ID that uniquely identifies the BatchPrediction.

cbpMLModelId :: Lens' CreateBatchPrediction Text

The ID of the MLModel that will generate predictions for the group of observations.

cbpBatchPredictionDataSourceId :: Lens' CreateBatchPrediction Text

The ID of the DataSource that points to the group of observations to predict.

cbpOutputURI :: Lens' CreateBatchPrediction Text

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

Arguments

:: Int

cbprsResponseStatus

-> CreateBatchPredictionResponse

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:

• cbprsBatchPredictionId
• cbprsResponseStatus

data CreateBatchPredictionResponse

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.

Instances

Eq CreateBatchPredictionResponse

Data CreateBatchPredictionResponse

Read CreateBatchPredictionResponse

Show CreateBatchPredictionResponse

Generic CreateBatchPredictionResponse

Typeable * CreateBatchPredictionResponse

type Rep CreateBatchPredictionResponse

Response Lenses

cbprsBatchPredictionId :: Lens' CreateBatchPredictionResponse (Maybe Text)

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

The response status code.