Struct aws_sdk_sagemaker::client::fluent_builders::CreateModelQualityJobDefinition

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pub struct CreateModelQualityJobDefinition { /* 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 Model Monitor.

Implementations

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impl CreateModelQualityJobDefinition

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

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 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 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 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 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 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 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

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 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.

Trait Implementations

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impl Clone for CreateModelQualityJobDefinition

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fn clone(&self) -> CreateModelQualityJobDefinition

Returns a copy 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 CreateModelQualityJobDefinition

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

Formats the value using the given formatter. Read more

Auto Trait Implementations

impl !RefUnwindSafe for CreateModelQualityJobDefinition

impl Send for CreateModelQualityJobDefinition

impl Sync for CreateModelQualityJobDefinition

impl Unpin for CreateModelQualityJobDefinition

impl !UnwindSafe for CreateModelQualityJobDefinition

Blanket Implementations

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impl<T> Any for T where
T: 'static + ?Sized,

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pub fn type_id(&self) -> TypeId

Gets the TypeId of self. Read more

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impl<T> Borrow<T> for T where
T: ?Sized,

const: unstable · source

pub fn borrow(&self) -> &T

Immutably borrows from an owned value. Read more

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impl<T> BorrowMut<T> for T where
T: ?Sized,

const: unstable · source

pub fn borrow_mut(&mut self) -> &mut T

Mutably borrows from an owned value. Read more

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impl<T> From<T> for T

const: unstable · source

pub fn from(t: T) -> T

Returns the argument unchanged.

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impl<T> Instrument for T

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fn instrument(self, span: Span) -> Instrumented<Self>

Instruments this type with the provided Span, returning an Instrumented wrapper. Read more

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fn in_current_span(self) -> Instrumented<Self>

Instruments this type with the current Span, returning an Instrumented wrapper. Read more

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impl<T, U> Into for T where
U: From<T>,

const: unstable · source

pub fn into(self) -> U

Calls U::from(self).

That is, this conversion is whatever the implementation of From<T> for U chooses to do.

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impl<T> ToOwned for T where
T: Clone,

type Owned = T

The resulting type after obtaining ownership.

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pub fn to_owned(&self) -> T

Creates owned data from borrowed data, usually by cloning. Read more

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pub fn clone_into(&self, target: &mut T)

🔬 This is a nightly-only experimental API. (toowned_clone_into)

Uses borrowed data to replace owned data, usually by cloning. Read more

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impl<T, U> TryFrom for T where
U: Into<T>,

type Error = Infallible

The type returned in the event of a conversion error.

const: unstable · source

pub fn try_from(value: U) -> Result<T, <T as TryFrom>::Error>

Performs the conversion.

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impl<T, U> TryInto for T where
U: TryFrom<T>,

type Error = >::Error

The type returned in the event of a conversion error.

const: unstable · source

pub fn try_into(self) -> Result<U, >::Error>

Performs the conversion.

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impl<T> WithSubscriber for T

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fn with_subscriber<S>(self, subscriber: S) -> WithDispatch<Self> where
S: Into<Dispatch>,

Attaches the provided Subscriber to this type, returning a WithDispatch wrapper. Read more

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fn with_current_subscriber(self) -> WithDispatch<Self>

Attaches the current default Subscriber to this type, returning a WithDispatch wrapper. Read more

Struct aws_sdk_sagemaker::client::fluent_builders::CreateModelQualityJobDefinition

Implementations

impl CreateModelQualityJobDefinition

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

Trait Implementations

impl Clone for CreateModelQualityJobDefinition

fn clone(&self) -> CreateModelQualityJobDefinition

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

impl Debug for CreateModelQualityJobDefinition

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

Auto Trait Implementations

impl !RefUnwindSafe for CreateModelQualityJobDefinition

impl Send for CreateModelQualityJobDefinition

impl Sync for CreateModelQualityJobDefinition

impl Unpin for CreateModelQualityJobDefinition

impl !UnwindSafe for CreateModelQualityJobDefinition

Blanket Implementations

impl<T> Any for T where T: 'static + ?Sized,

pub fn type_id(&self) -> TypeId

impl<T> Borrow<T> for T where T: ?Sized,

pub fn borrow(&self) -> &T

impl<T> BorrowMut<T> for T where T: ?Sized,

pub fn borrow_mut(&mut self) -> &mut T

impl<T> From<T> for T

pub fn from(t: T) -> T

impl<T> Instrument for T

fn instrument(self, span: Span) -> Instrumented<Self>

fn in_current_span(self) -> Instrumented<Self>

impl<T, U> Into<U> for T where U: From<T>,

pub fn into(self) -> U

impl<T> ToOwned for T where T: Clone,

type Owned = T

pub fn to_owned(&self) -> T

pub fn clone_into(&self, target: &mut T)

impl<T, U> TryFrom<U> for T where U: Into<T>,

type Error = Infallible

pub fn try_from(value: U) -> Result<T, <T as TryFrom<U>>::Error>

impl<T, U> TryInto<U> for T where U: TryFrom<T>,

type Error = <U as TryFrom<T>>::Error

pub fn try_into(self) -> Result<U, <U as TryFrom<T>>::Error>

impl<T> WithSubscriber for T

fn with_subscriber<S>(self, subscriber: S) -> WithDispatch<Self> where S: Into<Dispatch>,

fn with_current_subscriber(self) -> WithDispatch<Self>

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

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

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

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

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

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

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

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

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

impl<T> Any for T where
T: 'static + ?Sized,

impl<T> Borrow<T> for T where
T: ?Sized,

impl<T> BorrowMut<T> for T where
T: ?Sized,

impl<T, U> Into<U> for T where
U: From<T>,

impl<T> ToOwned for T where
T: Clone,

impl<T, U> TryFrom<U> for T where
U: Into<T>,

impl<T, U> TryInto<U> for T where
U: TryFrom<T>,

fn with_subscriber<S>(self, subscriber: S) -> WithDispatch<Self> where
S: Into<Dispatch>,