Struct aws_sdk_sagemaker::client::fluent_builders::CreateModelBiasJobDefinition

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pub struct CreateModelBiasJobDefinition { /* private fields */ }

Expand description

Fluent builder constructing a request to CreateModelBiasJobDefinition.

Creates the definition for a model bias job.

Implementations

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impl CreateModelBiasJobDefinition

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pub async fn send(
self
) -> Result<CreateModelBiasJobDefinitionOutput, SdkError<CreateModelBiasJobDefinitionError>>

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

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

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

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

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pub fn model_bias_baseline_config(self, input: ModelBiasBaselineConfig) -> Self

The baseline configuration for a model bias job.

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pub fn set_model_bias_baseline_config(
self,
input: Option<ModelBiasBaselineConfig>
) -> Self

The baseline configuration for a model bias job.

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pub fn model_bias_app_specification(
self,
input: ModelBiasAppSpecification
) -> Self

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

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pub fn set_model_bias_app_specification(
self,
input: Option<ModelBiasAppSpecification>
) -> Self

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

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pub fn model_bias_job_input(self, input: ModelBiasJobInput) -> Self

Inputs for the model bias job.

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pub fn set_model_bias_job_input(self, input: Option<ModelBiasJobInput>) -> Self

Inputs for the model bias job.

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

The output configuration for monitoring jobs.

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

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 network_config(self, input: MonitoringNetworkConfig) -> Self

Networking options for a model bias job.

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

Networking options for a model bias 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 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 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 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.