pub struct CreateFlywheelFluentBuilder { /* private fields */ }Expand description
Fluent builder constructing a request to CreateFlywheel.
A flywheel is an Amazon Web Services resource that orchestrates the ongoing training of a model for custom classification or custom entity recognition. You can create a flywheel to start with an existing trained model, or Comprehend can create and train a new model.
When you create the flywheel, Comprehend creates a data lake in your account. The data lake holds the training data and test data for all versions of the model.
To use a flywheel with an existing trained model, you specify the active model version. Comprehend copies the model's training data and test data into the flywheel's data lake.
To use the flywheel with a new model, you need to provide a dataset for training data (and optional test data) when you create the flywheel.
For more information about flywheels, see Flywheel overview in the Amazon Comprehend Developer Guide.
Implementations§
Source§impl CreateFlywheelFluentBuilder
impl CreateFlywheelFluentBuilder
Sourcepub fn as_input(&self) -> &CreateFlywheelInputBuilder
pub fn as_input(&self) -> &CreateFlywheelInputBuilder
Access the CreateFlywheel as a reference.
Sourcepub async fn send(
self,
) -> Result<CreateFlywheelOutput, SdkError<CreateFlywheelError, HttpResponse>>
pub async fn send( self, ) -> Result<CreateFlywheelOutput, SdkError<CreateFlywheelError, HttpResponse>>
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.
Sourcepub fn customize(
self,
) -> CustomizableOperation<CreateFlywheelOutput, CreateFlywheelError, Self>
pub fn customize( self, ) -> CustomizableOperation<CreateFlywheelOutput, CreateFlywheelError, Self>
Consumes this builder, creating a customizable operation that can be modified before being sent.
Sourcepub fn flywheel_name(self, input: impl Into<String>) -> Self
pub fn flywheel_name(self, input: impl Into<String>) -> Self
Name for the flywheel.
Sourcepub fn set_flywheel_name(self, input: Option<String>) -> Self
pub fn set_flywheel_name(self, input: Option<String>) -> Self
Name for the flywheel.
Sourcepub fn get_flywheel_name(&self) -> &Option<String>
pub fn get_flywheel_name(&self) -> &Option<String>
Name for the flywheel.
Sourcepub fn active_model_arn(self, input: impl Into<String>) -> Self
pub fn active_model_arn(self, input: impl Into<String>) -> Self
To associate an existing model with the flywheel, specify the Amazon Resource Number (ARN) of the model version. Do not set TaskConfig or ModelType if you specify an ActiveModelArn.
Sourcepub fn set_active_model_arn(self, input: Option<String>) -> Self
pub fn set_active_model_arn(self, input: Option<String>) -> Self
To associate an existing model with the flywheel, specify the Amazon Resource Number (ARN) of the model version. Do not set TaskConfig or ModelType if you specify an ActiveModelArn.
Sourcepub fn get_active_model_arn(&self) -> &Option<String>
pub fn get_active_model_arn(&self) -> &Option<String>
To associate an existing model with the flywheel, specify the Amazon Resource Number (ARN) of the model version. Do not set TaskConfig or ModelType if you specify an ActiveModelArn.
Sourcepub fn data_access_role_arn(self, input: impl Into<String>) -> Self
pub fn data_access_role_arn(self, input: impl Into<String>) -> Self
The Amazon Resource Name (ARN) of the IAM role that grants Amazon Comprehend the permissions required to access the flywheel data in the data lake.
Sourcepub fn set_data_access_role_arn(self, input: Option<String>) -> Self
pub fn set_data_access_role_arn(self, input: Option<String>) -> Self
The Amazon Resource Name (ARN) of the IAM role that grants Amazon Comprehend the permissions required to access the flywheel data in the data lake.
Sourcepub fn get_data_access_role_arn(&self) -> &Option<String>
pub fn get_data_access_role_arn(&self) -> &Option<String>
The Amazon Resource Name (ARN) of the IAM role that grants Amazon Comprehend the permissions required to access the flywheel data in the data lake.
Sourcepub fn task_config(self, input: TaskConfig) -> Self
pub fn task_config(self, input: TaskConfig) -> Self
Configuration about the model associated with the flywheel. You need to set TaskConfig if you are creating a flywheel for a new model.
Sourcepub fn set_task_config(self, input: Option<TaskConfig>) -> Self
pub fn set_task_config(self, input: Option<TaskConfig>) -> Self
Configuration about the model associated with the flywheel. You need to set TaskConfig if you are creating a flywheel for a new model.
Sourcepub fn get_task_config(&self) -> &Option<TaskConfig>
pub fn get_task_config(&self) -> &Option<TaskConfig>
Configuration about the model associated with the flywheel. You need to set TaskConfig if you are creating a flywheel for a new model.
Sourcepub fn model_type(self, input: ModelType) -> Self
pub fn model_type(self, input: ModelType) -> Self
The model type. You need to set ModelType if you are creating a flywheel for a new model.
Sourcepub fn set_model_type(self, input: Option<ModelType>) -> Self
pub fn set_model_type(self, input: Option<ModelType>) -> Self
The model type. You need to set ModelType if you are creating a flywheel for a new model.
Sourcepub fn get_model_type(&self) -> &Option<ModelType>
pub fn get_model_type(&self) -> &Option<ModelType>
The model type. You need to set ModelType if you are creating a flywheel for a new model.
Sourcepub fn data_lake_s3_uri(self, input: impl Into<String>) -> Self
pub fn data_lake_s3_uri(self, input: impl Into<String>) -> Self
Enter the S3 location for the data lake. You can specify a new S3 bucket or a new folder of an existing S3 bucket. The flywheel creates the data lake at this location.
Sourcepub fn set_data_lake_s3_uri(self, input: Option<String>) -> Self
pub fn set_data_lake_s3_uri(self, input: Option<String>) -> Self
Enter the S3 location for the data lake. You can specify a new S3 bucket or a new folder of an existing S3 bucket. The flywheel creates the data lake at this location.
Sourcepub fn get_data_lake_s3_uri(&self) -> &Option<String>
pub fn get_data_lake_s3_uri(&self) -> &Option<String>
Enter the S3 location for the data lake. You can specify a new S3 bucket or a new folder of an existing S3 bucket. The flywheel creates the data lake at this location.
Sourcepub fn data_security_config(self, input: DataSecurityConfig) -> Self
pub fn data_security_config(self, input: DataSecurityConfig) -> Self
Data security configurations.
Sourcepub fn set_data_security_config(self, input: Option<DataSecurityConfig>) -> Self
pub fn set_data_security_config(self, input: Option<DataSecurityConfig>) -> Self
Data security configurations.
Sourcepub fn get_data_security_config(&self) -> &Option<DataSecurityConfig>
pub fn get_data_security_config(&self) -> &Option<DataSecurityConfig>
Data security configurations.
Sourcepub fn client_request_token(self, input: impl Into<String>) -> Self
pub fn client_request_token(self, input: impl Into<String>) -> Self
A unique identifier for the request. If you don't set the client request token, Amazon Comprehend generates one.
Sourcepub fn set_client_request_token(self, input: Option<String>) -> Self
pub fn set_client_request_token(self, input: Option<String>) -> Self
A unique identifier for the request. If you don't set the client request token, Amazon Comprehend generates one.
Sourcepub fn get_client_request_token(&self) -> &Option<String>
pub fn get_client_request_token(&self) -> &Option<String>
A unique identifier for the request. If you don't set the client request token, Amazon Comprehend generates one.
Appends an item to Tags.
To override the contents of this collection use set_tags.
The tags to associate with this flywheel.
The tags to associate with this flywheel.
The tags to associate with this flywheel.
Trait Implementations§
Source§impl Clone for CreateFlywheelFluentBuilder
impl Clone for CreateFlywheelFluentBuilder
Source§fn clone(&self) -> CreateFlywheelFluentBuilder
fn clone(&self) -> CreateFlywheelFluentBuilder
1.0.0 · Source§fn clone_from(&mut self, source: &Self)
fn clone_from(&mut self, source: &Self)
source. Read moreAuto Trait Implementations§
impl Freeze for CreateFlywheelFluentBuilder
impl !RefUnwindSafe for CreateFlywheelFluentBuilder
impl Send for CreateFlywheelFluentBuilder
impl Sync for CreateFlywheelFluentBuilder
impl Unpin for CreateFlywheelFluentBuilder
impl !UnwindSafe for CreateFlywheelFluentBuilder
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