Struct aws_sdk_personalize::client::fluent_builders::CreateDatasetGroup

pub struct CreateDatasetGroup<C = DynConnector, M = AwsMiddleware, R = Standard> { /* fields omitted */ }

Fluent builder constructing a request to CreateDatasetGroup.

Creates an empty dataset group. A dataset group contains related datasets that supply data for training a model. A dataset group can contain at most three datasets, one for each type of dataset:

• Interactions

• Items

• Users

To train a model (create a solution), a dataset group that contains an Interactions dataset is required. Call CreateDataset to add a dataset to the group.

A dataset group can be in one of the following states:

• CREATE PENDING > CREATE IN_PROGRESS > ACTIVE -or- CREATE FAILED

• DELETE PENDING

To get the status of the dataset group, call DescribeDatasetGroup. If the status shows as CREATE FAILED, the response includes a failureReason key, which describes why the creation failed.

You must wait until the status of the dataset group is ACTIVE before adding a dataset to the group.

You can specify an Key Management Service (KMS) key to encrypt the datasets in the group. If you specify a KMS key, you must also include an Identity and Access Management (IAM) role that has permission to access the key.

APIs that require a dataset group ARN in the request

• CreateDataset

• CreateEventTracker

• CreateSolution

Related APIs

• ListDatasetGroups

• DescribeDatasetGroup

• DeleteDatasetGroup

Implementations

impl<C, M, R> CreateDatasetGroup<C, M, R> where
    C: SmithyConnector,
    M: SmithyMiddleware<C>,
    R: NewRequestPolicy, 

pub async fn send(
    self
) -> Result<CreateDatasetGroupOutput, SdkError<CreateDatasetGroupError>> where
    R::Policy: SmithyRetryPolicy<CreateDatasetGroupInputOperationOutputAlias, CreateDatasetGroupOutput, CreateDatasetGroupError, CreateDatasetGroupInputOperationRetryAlias>, 

Sends the request and returns the response.

If an error occurs, an SdkError will be returned with additional details that can be matched against.

By default, any retryable failures will be retried twice. Retry behavior is configurable with the RetryConfig, which can be set when configuring the client.

pub fn name(self, inp: impl Into<String>) -> Self

The name for the new dataset group.

pub fn set_name(self, input: Option<String>) -> Self

The name for the new dataset group.

pub fn role_arn(self, inp: impl Into<String>) -> Self

The ARN of the Identity and Access Management (IAM) role that has permissions to access the Key Management Service (KMS) key. Supplying an IAM role is only valid when also specifying a KMS key.

pub fn set_role_arn(self, input: Option<String>) -> Self

The ARN of the Identity and Access Management (IAM) role that has permissions to access the Key Management Service (KMS) key. Supplying an IAM role is only valid when also specifying a KMS key.

pub fn kms_key_arn(self, inp: impl Into<String>) -> Self

The Amazon Resource Name (ARN) of a Key Management Service (KMS) key used to encrypt the datasets.

pub fn set_kms_key_arn(self, input: Option<String>) -> Self

The Amazon Resource Name (ARN) of a Key Management Service (KMS) key used to encrypt the datasets.

Trait Implementations

impl<C: Debug, M: Debug, R: Debug> Debug for CreateDatasetGroup<C, M, R>

fn fmt(&self, f: &mut Formatter<'_>) -> Result

Formats the value using the given formatter.