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.
Contents
- BatchPredictionDataSourceId
-
The ID of the
DataSourcethat points to the group of observations to predict.Type: String
Length Constraints: Minimum length of 1. Maximum length of 64.
Pattern:
[a-zA-Z0-9_.-]+Required: No
- BatchPredictionId
-
The ID assigned to the
BatchPredictionat creation. This value should be identical to the value of theBatchPredictionIDin the request.Type: String
Length Constraints: Minimum length of 1. Maximum length of 64.
Pattern:
[a-zA-Z0-9_.-]+Required: No
- ComputeTime
-
Long integer type that is a 64-bit signed number.
Type: Long
Required: No
- CreatedAt
-
The time that the
BatchPredictionwas created. The time is expressed in epoch time.Type: Timestamp
Required: No
- CreatedByIamUser
-
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.Type: String
Pattern:
arn:aws:iam::[0-9]+:((user/.+)|(root))Required: No
- FinishedAt
-
A timestamp represented in epoch time.
Type: Timestamp
Required: No
- InputDataLocationS3
-
The location of the data file or directory in Amazon Simple Storage Service (Amazon S3).
Type: String
Length Constraints: Maximum length of 2048.
Pattern:
s3://([^/]+)(/.*)?Required: No
- InvalidRecordCount
-
Long integer type that is a 64-bit signed number.
Type: Long
Required: No
- LastUpdatedAt
-
The time of the most recent edit to the
BatchPrediction. The time is expressed in epoch time.Type: Timestamp
Required: No
- Message
-
A description of the most recent details about processing the batch prediction request.
Type: String
Length Constraints: Maximum length of 10240.
Required: No
- MLModelId
-
The ID of the
MLModelthat generated predictions for theBatchPredictionrequest.Type: String
Length Constraints: Minimum length of 1. Maximum length of 64.
Pattern:
[a-zA-Z0-9_.-]+Required: No
- Name
-
A user-supplied name or description of the
BatchPrediction.Type: String
Length Constraints: Maximum length of 1024.
Pattern:
.*\S.*|^$Required: No
- OutputUri
-
The location of an Amazon S3 bucket or directory to receive the operation results. The following substrings are not allowed in the
s3 keyportion of theoutputURIfield: ':', '//', '/./', '/../'.Type: String
Length Constraints: Maximum length of 2048.
Pattern:
s3://([^/]+)(/.*)?Required: No
- StartedAt
-
A timestamp represented in epoch time.
Type: Timestamp
Required: No
- 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- TheBatchPredictionis marked as deleted. It is not usable.
Type: String
Valid Values:
PENDING | INPROGRESS | FAILED | COMPLETED | DELETEDRequired: No
-
- TotalRecordCount
-
Long integer type that is a 64-bit signed number.
Type: Long
Required: No
See Also
For more information about using this API in one of the language-specific AWS SDKs, see the following:
