Personalize / Client / create_solution_version
create_solution_version#
- Personalize.Client.create_solution_version(**kwargs)#
Trains or retrains an active solution in a Custom dataset group. A solution is created using the CreateSolution operation and must be in the ACTIVE state before calling
CreateSolutionVersion
. A new version of the solution is created every time you call this operation.Status
A solution version can be in one of the following states:
CREATE PENDING
CREATE IN_PROGRESS
ACTIVE
CREATE FAILED
CREATE STOPPING
CREATE STOPPED
To get the status of the version, call DescribeSolutionVersion. Wait until the status shows as ACTIVE before calling
CreateCampaign
.If the status shows as CREATE FAILED, the response includes a
failureReason
key, which describes why the job failed.Related APIs
See also: AWS API Documentation
Request Syntax
response = client.create_solution_version( name='string', solutionArn='string', trainingMode='FULL'|'UPDATE', tags=[ { 'tagKey': 'string', 'tagValue': 'string' }, ] )
- Parameters:
name (string) – The name of the solution version.
solutionArn (string) –
[REQUIRED]
The Amazon Resource Name (ARN) of the solution containing the training configuration information.
trainingMode (string) –
The scope of training to be performed when creating the solution version. The
FULL
option trains the solution version based on the entirety of the input solution’s training data, while theUPDATE
option processes only the data that has changed in comparison to the input solution. ChooseUPDATE
when you want to incrementally update your solution version instead of creating an entirely new one.Warning
The
UPDATE
option can only be used when you already have an active solution version created from the input solution using theFULL
option and the input solution was trained with the User-Personalization recipe or the HRNN-Coldstart recipe.tags (list) –
A list of tags to apply to the solution version.
(dict) –
The optional metadata that you apply to resources to help you categorize and organize them. Each tag consists of a key and an optional value, both of which you define. For more information see Tagging Personalize resources.
tagKey (string) – [REQUIRED]
One part of a key-value pair that makes up a tag. A key is a general label that acts like a category for more specific tag values.
tagValue (string) – [REQUIRED]
The optional part of a key-value pair that makes up a tag. A value acts as a descriptor within a tag category (key).
- Return type:
dict
- Returns:
Response Syntax
{ 'solutionVersionArn': 'string' }
Response Structure
(dict) –
solutionVersionArn (string) –
The ARN of the new solution version.
Exceptions
Personalize.Client.exceptions.InvalidInputException
Personalize.Client.exceptions.ResourceNotFoundException
Personalize.Client.exceptions.LimitExceededException
Personalize.Client.exceptions.ResourceInUseException
Personalize.Client.exceptions.TooManyTagsException
Personalize.Client.exceptions.ResourceAlreadyExistsException