SolutionUpdateSummary
Provides a summary of the properties of a solution update. For a complete listing, call the DescribeSolution API.
Contents
- creationDateTime
-
The date and time (in Unix format) that the solution update was created.
Type: Timestamp
Required: No
- failureReason
-
If a solution update fails, the reason behind the failure.
Type: String
Required: No
- lastUpdatedDateTime
-
The date and time (in Unix time) that the solution update was last updated.
Type: Timestamp
Required: No
- performAutoTraining
-
Whether the solution automatically creates solution versions.
Type: Boolean
Required: No
- performIncrementalUpdate
-
A Boolean value that indicates whether incremental training updates are performed on the model. When enabled, incremental training is performed for solution versions with active campaigns and allows the model to learn from new data more frequently without requiring full retraining, which enables near real-time personalization. This parameter is supported only for solutions that use the semantic-similarity recipe. The default is
true.Note that certain scores and attributes (like updates to item popularity and freshness used for ranking influence with aws-semantic-similarity recipe) may not update until the next full training occurs.
Type: Boolean
Required: No
- solutionUpdateConfig
-
The configuration details of the solution.
Type: SolutionUpdateConfig object
Required: No
- status
-
The status of the solution update. A solution update can be in one of the following states:
CREATE PENDING > CREATE IN_PROGRESS > ACTIVE -or- CREATE FAILED
Type: String
Length Constraints: Maximum length of 256.
Required: No
See Also
For more information about using this API in one of the language-specific Amazon SDKs, see the following: