Package software.amazon.awssdk.services.personalize.model

Interface CreateSolutionVersionRequest.Builder

    • Method Detail

      • name

        CreateSolutionVersionRequest.Builder name​(String name)

        The name of the solution version.

        Parameters:
        name - The name of the solution version.
        Returns:
        Returns a reference to this object so that method calls can be chained together.

      • solutionArn

        CreateSolutionVersionRequest.Builder solutionArn​(String solutionArn)

        The Amazon Resource Name (ARN) of the solution containing the training configuration information.

        Parameters:
        solutionArn - The Amazon Resource Name (ARN) of the solution containing the training configuration information.
        Returns:
        Returns a reference to this object so that method calls can be chained together.

      • trainingMode

        CreateSolutionVersionRequest.Builder trainingMode​(String trainingMode)

        The scope of training to be performed when creating the solution version. The default is FULL. This creates a completely new model based on the entirety of the training data from the datasets in your dataset group.

        If you use User-Personalization, you can specify a training mode of UPDATE. This updates the model to consider new items for recommendations. It is not a full retraining. You should still complete a full retraining weekly. If you specify UPDATE, Amazon Personalize will stop automatic updates for the solution version. To resume updates, create a new solution with training mode set to FULL and deploy it in a campaign. For more information about automatic updates, see Automatic updates.

        The UPDATE option can only be used when you already have an active solution version created from the input solution using the FULL option and the input solution was trained with the User-Personalization recipe or the legacy HRNN-Coldstart recipe.

        Parameters:
        trainingMode - The scope of training to be performed when creating the solution version. The default is FULL. This creates a completely new model based on the entirety of the training data from the datasets in your dataset group.

        If you use User-Personalization, you can specify a training mode of UPDATE. This updates the model to consider new items for recommendations. It is not a full retraining. You should still complete a full retraining weekly. If you specify UPDATE, Amazon Personalize will stop automatic updates for the solution version. To resume updates, create a new solution with training mode set to FULL and deploy it in a campaign. For more information about automatic updates, see Automatic updates.

        The UPDATE option can only be used when you already have an active solution version created from the input solution using the FULL option and the input solution was trained with the User-Personalization recipe or the legacy HRNN-Coldstart recipe.

        Returns:
        Returns a reference to this object so that method calls can be chained together.
        See Also:
        TrainingMode, TrainingMode

      • trainingMode

        CreateSolutionVersionRequest.Builder trainingMode​(TrainingMode trainingMode)

        The scope of training to be performed when creating the solution version. The default is FULL. This creates a completely new model based on the entirety of the training data from the datasets in your dataset group.

        If you use User-Personalization, you can specify a training mode of UPDATE. This updates the model to consider new items for recommendations. It is not a full retraining. You should still complete a full retraining weekly. If you specify UPDATE, Amazon Personalize will stop automatic updates for the solution version. To resume updates, create a new solution with training mode set to FULL and deploy it in a campaign. For more information about automatic updates, see Automatic updates.

        The UPDATE option can only be used when you already have an active solution version created from the input solution using the FULL option and the input solution was trained with the User-Personalization recipe or the legacy HRNN-Coldstart recipe.

        Parameters:
        trainingMode - The scope of training to be performed when creating the solution version. The default is FULL. This creates a completely new model based on the entirety of the training data from the datasets in your dataset group.

        If you use User-Personalization, you can specify a training mode of UPDATE. This updates the model to consider new items for recommendations. It is not a full retraining. You should still complete a full retraining weekly. If you specify UPDATE, Amazon Personalize will stop automatic updates for the solution version. To resume updates, create a new solution with training mode set to FULL and deploy it in a campaign. For more information about automatic updates, see Automatic updates.

        The UPDATE option can only be used when you already have an active solution version created from the input solution using the FULL option and the input solution was trained with the User-Personalization recipe or the legacy HRNN-Coldstart recipe.

        Returns:
        Returns a reference to this object so that method calls can be chained together.
        See Also:
        TrainingMode, TrainingMode

      • tags

        CreateSolutionVersionRequest.Builder tags​(Tag... tags)

        A list of tags to apply to the solution version.

        Parameters:
        tags - A list of tags to apply to the solution version.
        Returns:
        Returns a reference to this object so that method calls can be chained together.