Struct aws_sdk_sagemaker::client::fluent_builders::CreateModelExplainabilityJobDefinition

pub struct CreateModelExplainabilityJobDefinition { /* private fields */ }

Fluent builder constructing a request to CreateModelExplainabilityJobDefinition.

Creates the definition for a model explainability job.

Implementations

impl CreateModelExplainabilityJobDefinition

pub async fn send(
    self
) -> Result<CreateModelExplainabilityJobDefinitionOutput, SdkError<CreateModelExplainabilityJobDefinitionError>>

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

The name of the model explainability job definition. The name must be unique within an Amazon Web Services Region in the Amazon Web Services account.

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

The name of the model explainability job definition. The name must be unique within an Amazon Web Services Region in the Amazon Web Services account.

pub fn model_explainability_baseline_config(
    self,
    input: ModelExplainabilityBaselineConfig
) -> Self

The baseline configuration for a model explainability job.

pub fn set_model_explainability_baseline_config(
    self,
    input: Option<ModelExplainabilityBaselineConfig>
) -> Self

The baseline configuration for a model explainability job.

pub fn model_explainability_app_specification(
    self,
    input: ModelExplainabilityAppSpecification
) -> Self

Configures the model explainability job to run a specified Docker container image.

pub fn set_model_explainability_app_specification(
    self,
    input: Option<ModelExplainabilityAppSpecification>
) -> Self

Configures the model explainability job to run a specified Docker container image.

pub fn model_explainability_job_input(
    self,
    input: ModelExplainabilityJobInput
) -> Self

Inputs for the model explainability job.

pub fn set_model_explainability_job_input(
    self,
    input: Option<ModelExplainabilityJobInput>
) -> Self

Inputs for the model explainability job.

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

The output configuration for monitoring jobs.

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

The output configuration for monitoring jobs.

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

Identifies the resources to deploy for a monitoring job.

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

Identifies the resources to deploy for a monitoring job.

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

Networking options for a model explainability job.

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

Networking options for a model explainability job.

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

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

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

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

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

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

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.

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.

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.

Trait Implementations

impl Clone for CreateModelExplainabilityJobDefinition

fn clone(&self) -> CreateModelExplainabilityJobDefinition

Returns a copy of the value.

fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source.

impl Debug for CreateModelExplainabilityJobDefinition

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

Formats the value using the given formatter.