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Class: Aws::MachineLearning::Types::BatchPrediction
- Inherits:
-
Struct
- Object
- Struct
- Aws::MachineLearning::Types::BatchPrediction
- 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
-
#batch_prediction_data_source_id ⇒ String
The ID of the
DataSource
that points to the group of observations to predict. -
#batch_prediction_id ⇒ String
The ID assigned to the
BatchPrediction
at creation. -
#compute_time ⇒ Integer
Long integer type that is a 64-bit signed number.
.
-
#created_at ⇒ Time
The time that the
BatchPrediction
was created. -
#created_by_iam_user ⇒ String
The AWS user account that invoked the
BatchPrediction
. -
#finished_at ⇒ Time
A timestamp represented in epoch time.
.
-
#input_data_location_s3 ⇒ String
The location of the data file or directory in Amazon Simple Storage Service (Amazon S3).
-
#invalid_record_count ⇒ Integer
Long integer type that is a 64-bit signed number.
.
-
#last_updated_at ⇒ Time
The time of the most recent edit to the
BatchPrediction
. -
#message ⇒ String
A description of the most recent details about processing the batch prediction request.
-
#ml_model_id ⇒ String
The ID of the
MLModel
that generated predictions for theBatchPrediction
request. -
#name ⇒ String
A user-supplied name or description of the
BatchPrediction
. -
#output_uri ⇒ String
The location of an Amazon S3 bucket or directory to receive the operation results.
-
#started_at ⇒ Time
A timestamp represented in epoch time.
.
-
#status ⇒ String
The status of the
BatchPrediction
. -
#total_record_count ⇒ Integer
Long integer type that is a 64-bit signed number.
.
Instance Attribute Details
#batch_prediction_data_source_id ⇒ String
The ID of the DataSource
that points to the group of observations to
predict.
#batch_prediction_id ⇒ String
The ID assigned to the BatchPrediction
at creation. This value should
be identical to the value of the BatchPredictionID
in the request.
#compute_time ⇒ Integer
Long integer type that is a 64-bit signed number.
#created_at ⇒ Time
The time that the BatchPrediction
was created. The time is expressed
in epoch time.
#created_by_iam_user ⇒ String
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.
#finished_at ⇒ Time
A timestamp represented in epoch time.
#input_data_location_s3 ⇒ String
The location of the data file or directory in Amazon Simple Storage Service (Amazon S3).
#invalid_record_count ⇒ Integer
Long integer type that is a 64-bit signed number.
#last_updated_at ⇒ Time
The time of the most recent edit to the BatchPrediction
. The time is
expressed in epoch time.
#message ⇒ String
A description of the most recent details about processing the batch prediction request.
#ml_model_id ⇒ String
The ID of the MLModel
that generated predictions for the
BatchPrediction
request.
#name ⇒ String
A user-supplied name or description of the BatchPrediction
.
#output_uri ⇒ String
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: \':\', \'//\', \'/./\', \'/../\'.
#started_at ⇒ Time
A timestamp represented in epoch time.
#status ⇒ String
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
- TheBatchPrediction
is marked as deleted. It is not usable.Possible values:
- PENDING
- INPROGRESS
- FAILED
- COMPLETED
- DELETED
#total_record_count ⇒ Integer
Long integer type that is a 64-bit signed number.