aws_sdk_sagemaker::operation::create_model_quality_job_definition::builders

Struct CreateModelQualityJobDefinitionFluentBuilder

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pub struct CreateModelQualityJobDefinitionFluentBuilder { /* private fields */ }
Expand description

Fluent builder constructing a request to CreateModelQualityJobDefinition.

Creates a definition for a job that monitors model quality and drift. For information about model monitor, see Amazon SageMaker AI Model Monitor.

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impl CreateModelQualityJobDefinitionFluentBuilder

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pub fn as_input(&self) -> &CreateModelQualityJobDefinitionInputBuilder

Access the CreateModelQualityJobDefinition as a reference.

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pub async fn send( self, ) -> Result<CreateModelQualityJobDefinitionOutput, SdkError<CreateModelQualityJobDefinitionError, 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.

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pub fn customize( self, ) -> CustomizableOperation<CreateModelQualityJobDefinitionOutput, CreateModelQualityJobDefinitionError, Self>

Consumes this builder, creating a customizable operation that can be modified before being sent.

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pub fn job_definition_name(self, input: impl Into<String>) -> Self

The name of the monitoring job definition.

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

The name of the monitoring job definition.

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pub fn get_job_definition_name(&self) -> &Option<String>

The name of the monitoring job definition.

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pub fn model_quality_baseline_config( self, input: ModelQualityBaselineConfig, ) -> Self

Specifies the constraints and baselines for the monitoring job.

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pub fn set_model_quality_baseline_config( self, input: Option<ModelQualityBaselineConfig>, ) -> Self

Specifies the constraints and baselines for the monitoring job.

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pub fn get_model_quality_baseline_config( &self, ) -> &Option<ModelQualityBaselineConfig>

Specifies the constraints and baselines for the monitoring job.

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pub fn model_quality_app_specification( self, input: ModelQualityAppSpecification, ) -> Self

The container that runs the monitoring job.

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pub fn set_model_quality_app_specification( self, input: Option<ModelQualityAppSpecification>, ) -> Self

The container that runs the monitoring job.

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pub fn get_model_quality_app_specification( &self, ) -> &Option<ModelQualityAppSpecification>

The container that runs the monitoring job.

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pub fn model_quality_job_input(self, input: ModelQualityJobInput) -> Self

A list of the inputs that are monitored. Currently endpoints are supported.

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pub fn set_model_quality_job_input( self, input: Option<ModelQualityJobInput>, ) -> Self

A list of the inputs that are monitored. Currently endpoints are supported.

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pub fn get_model_quality_job_input(&self) -> &Option<ModelQualityJobInput>

A list of the inputs that are monitored. Currently endpoints are supported.

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pub fn model_quality_job_output_config( self, input: MonitoringOutputConfig, ) -> Self

The output configuration for monitoring jobs.

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pub fn set_model_quality_job_output_config( self, input: Option<MonitoringOutputConfig>, ) -> Self

The output configuration for monitoring jobs.

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pub fn get_model_quality_job_output_config( &self, ) -> &Option<MonitoringOutputConfig>

The output configuration for monitoring jobs.

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pub fn job_resources(self, input: MonitoringResources) -> Self

Identifies the resources to deploy for a monitoring job.

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pub fn set_job_resources(self, input: Option<MonitoringResources>) -> Self

Identifies the resources to deploy for a monitoring job.

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pub fn get_job_resources(&self) -> &Option<MonitoringResources>

Identifies the resources to deploy for a monitoring job.

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pub fn network_config(self, input: MonitoringNetworkConfig) -> Self

Specifies the network configuration for the monitoring job.

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pub fn set_network_config(self, input: Option<MonitoringNetworkConfig>) -> Self

Specifies the network configuration for the monitoring job.

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pub fn get_network_config(&self) -> &Option<MonitoringNetworkConfig>

Specifies the network configuration for the monitoring job.

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

The Amazon Resource Name (ARN) of an IAM role that Amazon SageMaker AI can assume to perform tasks on your behalf.

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

The Amazon Resource Name (ARN) of an IAM role that Amazon SageMaker AI can assume to perform tasks on your behalf.

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pub fn get_role_arn(&self) -> &Option<String>

The Amazon Resource Name (ARN) of an IAM role that Amazon SageMaker AI can assume to perform tasks on your behalf.

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pub fn stopping_condition(self, input: MonitoringStoppingCondition) -> Self

A time limit for how long the monitoring job is allowed to run before stopping.

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pub fn set_stopping_condition( self, input: Option<MonitoringStoppingCondition>, ) -> Self

A time limit for how long the monitoring job is allowed to run before stopping.

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pub fn get_stopping_condition(&self) -> &Option<MonitoringStoppingCondition>

A time limit for how long the monitoring job is allowed to run before stopping.

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pub fn tags(self, input: Tag) -> Self

Appends an item to Tags.

To override the contents of this collection use set_tags.

(Optional) An array of key-value pairs. For more information, see Using Cost Allocation Tags in the Amazon Web Services Billing and Cost Management User Guide.

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pub fn set_tags(self, input: Option<Vec<Tag>>) -> Self

(Optional) An array of key-value pairs. For more information, see Using Cost Allocation Tags in the Amazon Web Services Billing and Cost Management User Guide.

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pub fn get_tags(&self) -> &Option<Vec<Tag>>

(Optional) An array of key-value pairs. For more information, see Using Cost Allocation Tags in the Amazon Web Services Billing and Cost Management User Guide.

Trait Implementations§

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impl Clone for CreateModelQualityJobDefinitionFluentBuilder

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fn clone(&self) -> CreateModelQualityJobDefinitionFluentBuilder

Returns a duplicate of the value. Read more
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fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source. Read more
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impl Debug for CreateModelQualityJobDefinitionFluentBuilder

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

Formats the value using the given formatter. Read more

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