| Class | Description |
|---|---|
| Algorithm |
Describes a custom algorithm.
|
| AlgorithmImage |
Describes an algorithm image.
|
| AutoMLConfig |
When the solution performs AutoML (
performAutoML is true in CreateSolution), Amazon Personalize
determines which recipe, from the specified list, optimizes the given metric. |
| AutoMLResult |
When the solution performs AutoML (
performAutoML is true in CreateSolution), specifies the recipe
that best optimized the specified metric. |
| BatchInferenceJob |
Contains information on a batch inference job.
|
| BatchInferenceJobConfig |
The configuration details of a batch inference job.
|
| BatchInferenceJobInput |
The input configuration of a batch inference job.
|
| BatchInferenceJobOutput |
The output configuration parameters of a batch inference job.
|
| BatchInferenceJobSummary |
A truncated version of the BatchInferenceJob datatype.
|
| Campaign |
Describes a deployed solution version, otherwise known as a campaign.
|
| CampaignConfig |
The configuration details of a campaign.
|
| CampaignSummary |
Provides a summary of the properties of a campaign.
|
| CampaignUpdateSummary |
Provides a summary of the properties of a campaign update.
|
| CategoricalHyperParameterRange |
Provides the name and range of a categorical hyperparameter.
|
| ContinuousHyperParameterRange |
Provides the name and range of a continuous hyperparameter.
|
| CreateBatchInferenceJobRequest | |
| CreateBatchInferenceJobResult | |
| CreateCampaignRequest | |
| CreateCampaignResult | |
| CreateDatasetExportJobRequest | |
| CreateDatasetExportJobResult | |
| CreateDatasetGroupRequest | |
| CreateDatasetGroupResult | |
| CreateDatasetImportJobRequest | |
| CreateDatasetImportJobResult | |
| CreateDatasetRequest | |
| CreateDatasetResult | |
| CreateEventTrackerRequest | |
| CreateEventTrackerResult | |
| CreateFilterRequest | |
| CreateFilterResult | |
| CreateSchemaRequest | |
| CreateSchemaResult | |
| CreateSolutionRequest | |
| CreateSolutionResult | |
| CreateSolutionVersionRequest | |
| CreateSolutionVersionResult | |
| Dataset |
Provides metadata for a dataset.
|
| DatasetExportJob |
Describes a job that exports a dataset to an Amazon S3 bucket.
|
| DatasetExportJobOutput |
The output configuration parameters of a dataset export job.
|
| DatasetExportJobSummary |
Provides a summary of the properties of a dataset export job.
|
| DatasetGroup |
A dataset group is a collection of related datasets (Interactions, User, and Item).
|
| DatasetGroupSummary |
Provides a summary of the properties of a dataset group.
|
| DatasetImportJob |
Describes a job that imports training data from a data source (Amazon S3 bucket) to an Amazon Personalize dataset.
|
| DatasetImportJobSummary |
Provides a summary of the properties of a dataset import job.
|
| DatasetSchema |
Describes the schema for a dataset.
|
| DatasetSchemaSummary |
Provides a summary of the properties of a dataset schema.
|
| DatasetSummary |
Provides a summary of the properties of a dataset.
|
| DataSource |
Describes the data source that contains the data to upload to a dataset.
|
| DefaultCategoricalHyperParameterRange |
Provides the name and default range of a categorical hyperparameter and whether the hyperparameter is tunable.
|
| DefaultContinuousHyperParameterRange |
Provides the name and default range of a continuous hyperparameter and whether the hyperparameter is tunable.
|
| DefaultHyperParameterRanges |
Specifies the hyperparameters and their default ranges.
|
| DefaultIntegerHyperParameterRange |
Provides the name and default range of a integer-valued hyperparameter and whether the hyperparameter is tunable.
|
| DeleteCampaignRequest | |
| DeleteCampaignResult | |
| DeleteDatasetGroupRequest | |
| DeleteDatasetGroupResult | |
| DeleteDatasetRequest | |
| DeleteDatasetResult | |
| DeleteEventTrackerRequest | |
| DeleteEventTrackerResult | |
| DeleteFilterRequest | |
| DeleteFilterResult | |
| DeleteSchemaRequest | |
| DeleteSchemaResult | |
| DeleteSolutionRequest | |
| DeleteSolutionResult | |
| DescribeAlgorithmRequest | |
| DescribeAlgorithmResult | |
| DescribeBatchInferenceJobRequest | |
| DescribeBatchInferenceJobResult | |
| DescribeCampaignRequest | |
| DescribeCampaignResult | |
| DescribeDatasetExportJobRequest | |
| DescribeDatasetExportJobResult | |
| DescribeDatasetGroupRequest | |
| DescribeDatasetGroupResult | |
| DescribeDatasetImportJobRequest | |
| DescribeDatasetImportJobResult | |
| DescribeDatasetRequest | |
| DescribeDatasetResult | |
| DescribeEventTrackerRequest | |
| DescribeEventTrackerResult | |
| DescribeFeatureTransformationRequest | |
| DescribeFeatureTransformationResult | |
| DescribeFilterRequest | |
| DescribeFilterResult | |
| DescribeRecipeRequest | |
| DescribeRecipeResult | |
| DescribeSchemaRequest | |
| DescribeSchemaResult | |
| DescribeSolutionRequest | |
| DescribeSolutionResult | |
| DescribeSolutionVersionRequest | |
| DescribeSolutionVersionResult | |
| EventTracker |
Provides information about an event tracker.
|
| EventTrackerSummary |
Provides a summary of the properties of an event tracker.
|
| FeatureTransformation |
Provides feature transformation information.
|
| Filter |
Contains information on a recommendation filter, including its ARN, status, and filter expression.
|
| FilterSummary |
A short summary of a filter's attributes.
|
| GetSolutionMetricsRequest | |
| GetSolutionMetricsResult | |
| HPOConfig |
Describes the properties for hyperparameter optimization (HPO).
|
| HPOObjective |
The metric to optimize during hyperparameter optimization (HPO).
|
| HPOResourceConfig |
Describes the resource configuration for hyperparameter optimization (HPO).
|
| HyperParameterRanges |
Specifies the hyperparameters and their ranges.
|
| IntegerHyperParameterRange |
Provides the name and range of an integer-valued hyperparameter.
|
| ListBatchInferenceJobsRequest | |
| ListBatchInferenceJobsResult | |
| ListCampaignsRequest | |
| ListCampaignsResult | |
| ListDatasetExportJobsRequest | |
| ListDatasetExportJobsResult | |
| ListDatasetGroupsRequest | |
| ListDatasetGroupsResult | |
| ListDatasetImportJobsRequest | |
| ListDatasetImportJobsResult | |
| ListDatasetsRequest | |
| ListDatasetsResult | |
| ListEventTrackersRequest | |
| ListEventTrackersResult | |
| ListFiltersRequest | |
| ListFiltersResult | |
| ListRecipesRequest | |
| ListRecipesResult | |
| ListSchemasRequest | |
| ListSchemasResult | |
| ListSolutionsRequest | |
| ListSolutionsResult | |
| ListSolutionVersionsRequest | |
| ListSolutionVersionsResult | |
| OptimizationObjective |
Describes the additional objective for the solution, such as maximizing streaming minutes or increasing revenue.
|
| Recipe |
Provides information about a recipe.
|
| RecipeSummary |
Provides a summary of the properties of a recipe.
|
| S3DataConfig |
The configuration details of an Amazon S3 input or output bucket.
|
| Solution |
An object that provides information about a solution.
|
| SolutionConfig |
Describes the configuration properties for the solution.
|
| SolutionSummary |
Provides a summary of the properties of a solution.
|
| SolutionVersion |
An object that provides information about a specific version of a Solution.
|
| SolutionVersionSummary |
Provides a summary of the properties of a solution version.
|
| StopSolutionVersionCreationRequest | |
| StopSolutionVersionCreationResult | |
| TunedHPOParams |
If hyperparameter optimization (HPO) was performed, contains the hyperparameter values of the best performing model.
|
| UpdateCampaignRequest | |
| UpdateCampaignResult |
| Enum | Description |
|---|---|
| IngestionMode | |
| ObjectiveSensitivity | |
| RecipeProvider | |
| TrainingMode |
| Exception | Description |
|---|---|
| AmazonPersonalizeException |
Base exception for all service exceptions thrown by Amazon Personalize
|
| InvalidInputException |
Provide a valid value for the field or parameter.
|
| InvalidNextTokenException |
The token is not valid.
|
| LimitExceededException |
The limit on the number of requests per second has been exceeded.
|
| ResourceAlreadyExistsException |
The specified resource already exists.
|
| ResourceInUseException |
The specified resource is in use.
|
| ResourceNotFoundException |
Could not find the specified resource.
|