class Aws::MachineLearning::Types::BatchPrediction
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`.
@!attribute [rw] batch_prediction_id
The ID assigned to the `BatchPrediction` at creation. This value should be identical to the value of the `BatchPredictionID` in the request. @return [String]
@!attribute [rw] ml_model_id
The ID of the `MLModel` that generated predictions for the `BatchPrediction` request. @return [String]
@!attribute [rw] batch_prediction_data_source_id
The ID of the `DataSource` that points to the group of observations to predict. @return [String]
@!attribute [rw] input_data_location_s3
The location of the data file or directory in Amazon Simple Storage Service (Amazon S3). @return [String]
@!attribute [rw] created_by_iam_user
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. @return [String]
@!attribute [rw] created_at
The time that the `BatchPrediction` was created. The time is expressed in epoch time. @return [Time]
@!attribute [rw] last_updated_at
The time of the most recent edit to the `BatchPrediction`. The time is expressed in epoch time. @return [Time]
@!attribute [rw] name
A user-supplied name or description of the `BatchPrediction`. @return [String]
@!attribute [rw] status
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. @return [String]
@!attribute [rw] output_uri
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: ':', '//', '/./', '/../'. @return [String]
@!attribute [rw] message
A description of the most recent details about processing the batch prediction request. @return [String]
@!attribute [rw] compute_time
Long integer type that is a 64-bit signed number. @return [Integer]
@!attribute [rw] finished_at
A timestamp represented in epoch time. @return [Time]
@!attribute [rw] started_at
A timestamp represented in epoch time. @return [Time]
@!attribute [rw] total_record_count
Long integer type that is a 64-bit signed number. @return [Integer]
@!attribute [rw] invalid_record_count
Long integer type that is a 64-bit signed number. @return [Integer]
Constants
- SENSITIVE