Struct aws_sdk_sagemaker::client::fluent_builders::CreateDataQualityJobDefinition

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

Fluent builder constructing a request to CreateDataQualityJobDefinition.

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

Implementations

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

pub async fn send(
    self
) -> Result<CreateDataQualityJobDefinitionOutput, SdkError<CreateDataQualityJobDefinitionError>> where
    R::Policy: SmithyRetryPolicy<CreateDataQualityJobDefinitionInputOperationOutputAlias, CreateDataQualityJobDefinitionOutput, CreateDataQualityJobDefinitionError, CreateDataQualityJobDefinitionInputOperationRetryAlias>, 

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, inp: impl Into<String>) -> Self

The name for the monitoring job definition.

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

The name for the monitoring job definition.

pub fn data_quality_baseline_config(
    self,
    inp: DataQualityBaselineConfig
) -> Self

Configures the constraints and baselines for the monitoring job.

pub fn set_data_quality_baseline_config(
    self,
    input: Option<DataQualityBaselineConfig>
) -> Self

Configures the constraints and baselines for the monitoring job.

pub fn data_quality_app_specification(
    self,
    inp: DataQualityAppSpecification
) -> Self

Specifies the container that runs the monitoring job.

pub fn set_data_quality_app_specification(
    self,
    input: Option<DataQualityAppSpecification>
) -> Self

Specifies the container that runs the monitoring job.

pub fn data_quality_job_input(self, inp: DataQualityJobInput) -> Self

A list of inputs for the monitoring job. Currently endpoints are supported as monitoring inputs.

pub fn set_data_quality_job_input(
    self,
    input: Option<DataQualityJobInput>
) -> Self

A list of inputs for the monitoring job. Currently endpoints are supported as monitoring inputs.

pub fn data_quality_job_output_config(self, inp: MonitoringOutputConfig) -> Self

The output configuration for monitoring jobs.

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

The output configuration for monitoring jobs.

pub fn job_resources(self, inp: 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, inp: MonitoringNetworkConfig) -> Self

Specifies networking configuration for the monitoring job.

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

Specifies networking configuration for the monitoring job.

pub fn role_arn(self, inp: 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, inp: 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, inp: impl Into<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<C: Debug, M: Debug, R: Debug> Debug for CreateDataQualityJobDefinition<C, M, R>

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

Formats the value using the given formatter.