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Class: Aws::MachineLearning::Types::BatchPrediction

Inherits:
Struct
  • Object
show all
Defined in:
(unknown)

Overview

Represents the output of a GetBatchPrediction operation.

The content consists of the detailed metadata, the status, and the data file information of a Batch Prediction.

Instance Attribute Summary collapse

Instance Attribute Details

#batch_prediction_data_source_idString

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

Returns:

  • (String)

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

#batch_prediction_idString

The ID assigned to the BatchPrediction at creation. This value should be identical to the value of the BatchPredictionID in the request.

Returns:

  • (String)

    The ID assigned to the BatchPrediction at creation.

#compute_timeInteger

Long integer type that is a 64-bit signed number.

Returns:

  • (Integer)

    Long integer type that is a 64-bit signed number.

    .

#created_atTime

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

Returns:

  • (Time)

    The time that the BatchPrediction was created.

#created_by_iam_userString

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.

Returns:

  • (String)

    The AWS user account that invoked the BatchPrediction.

#finished_atTime

A timestamp represented in epoch time.

Returns:

  • (Time)

    A timestamp represented in epoch time.

    .

#input_data_location_s3String

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

Returns:

  • (String)

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

#invalid_record_countInteger

Long integer type that is a 64-bit signed number.

Returns:

  • (Integer)

    Long integer type that is a 64-bit signed number.

    .

#last_updated_atTime

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

Returns:

  • (Time)

    The time of the most recent edit to the BatchPrediction.

#messageString

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

Returns:

  • (String)

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

#ml_model_idString

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

Returns:

  • (String)

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

#nameString

A user-supplied name or description of the BatchPrediction.

Returns:

  • (String)

    A user-supplied name or description of the BatchPrediction.

#output_uriString

The location of an Amazon S3 bucket or directory to receive the operation results. The following substrings are not allowed in the s3 key portion of the outputURI field: \':\', \'//\', \'/./\', \'/../\'.

Returns:

  • (String)

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

#started_atTime

A timestamp represented in epoch time.

Returns:

  • (Time)

    A timestamp represented in epoch time.

    .

#statusString

The status of the BatchPrediction. This element can have one of the following values:

  • PENDING - Amazon Machine Learning (Amazon ML) submitted a request to generate predictions for a batch of observations.
  • INPROGRESS - The process is underway.
  • 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.

    Possible values:

    • PENDING
    • INPROGRESS
    • FAILED
    • COMPLETED
    • DELETED

Returns:

  • (String)

    The status of the BatchPrediction.

#total_record_countInteger

Long integer type that is a 64-bit signed number.

Returns:

  • (Integer)

    Long integer type that is a 64-bit signed number.

    .