Network.AWS.MachineLearning.GetBatchPrediction

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

See: AWS API Reference for GetBatchPrediction.

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

Data GetBatchPrediction

Read GetBatchPrediction

Show GetBatchPrediction

Generic GetBatchPrediction

ToJSON GetBatchPrediction

AWSRequest GetBatchPrediction

ToPath GetBatchPrediction

ToHeaders GetBatchPrediction

ToQuery GetBatchPrediction

type Rep 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
• gbprsInputDataLocationS3
• gbprsMLModelId
• gbprsBatchPredictionDataSourceId
• gbprsBatchPredictionId
• 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

Data GetBatchPredictionResponse

Read GetBatchPredictionResponse

Show GetBatchPredictionResponse

Generic GetBatchPredictionResponse

type Rep GetBatchPredictionResponse

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.

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.

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.

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.