Struct aws_sdk_sagemaker::model::monitoring_job_definition::Builder

source · [−]

#[non_exhaustive]
pub struct Builder { /* private fields */ }

Expand description

A builder for MonitoringJobDefinition

Implementations

impl Builder

pub fn baseline_config(self, input: MonitoringBaselineConfig) -> Self

Baseline configuration used to validate that the data conforms to the specified constraints and statistics

pub fn set_baseline_config(
self,
input: Option<MonitoringBaselineConfig>
) -> Self

Baseline configuration used to validate that the data conforms to the specified constraints and statistics

pub fn monitoring_inputs(self, input: MonitoringInput) -> Self

Appends an item to monitoring_inputs.

To override the contents of this collection use set_monitoring_inputs.

The array of inputs for the monitoring job. Currently we support monitoring an Amazon SageMaker Endpoint.

pub fn set_monitoring_inputs(self, input: Option<Vec<MonitoringInput>>) -> Self

The array of inputs for the monitoring job. Currently we support monitoring an Amazon SageMaker Endpoint.

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

The array of outputs from the monitoring job to be uploaded to Amazon Simple Storage Service (Amazon S3).

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

The array of outputs from the monitoring job to be uploaded to Amazon Simple Storage Service (Amazon S3).

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

Identifies the resources, ML compute instances, and ML storage volumes to deploy for a monitoring job. In distributed processing, you specify more than one instance.

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

Identifies the resources, ML compute instances, and ML storage volumes to deploy for a monitoring job. In distributed processing, you specify more than one instance.

pub fn monitoring_app_specification(
self,
input: MonitoringAppSpecification
) -> Self

Configures the monitoring job to run a specified Docker container image.

pub fn set_monitoring_app_specification(
self,
input: Option<MonitoringAppSpecification>
) -> Self

Configures the monitoring job to run a specified Docker container image.

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

Specifies a time limit for how long the monitoring job is allowed to run.

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

Specifies a time limit for how long the monitoring job is allowed to run.

pub fn environment(self, k: impl Into<String>, v: impl Into<String>) -> Self

Adds a key-value pair to environment.

To override the contents of this collection use set_environment.

Sets the environment variables in the Docker container.

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

Sets the environment variables in the Docker container.

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

Specifies networking options for an monitoring job.

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

Specifies networking options for an monitoring 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 build(self) -> MonitoringJobDefinition

Consumes the builder and constructs a MonitoringJobDefinition

Trait Implementations

impl Clone for Builder

fn clone(&self) -> Builder

Returns a copy of the value. Read more

1.0.0 · source

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

Performs copy-assignment from source. Read more

impl Debug for Builder

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

Formats the value using the given formatter. Read more

impl Default for Builder

fn default() -> Builder

Returns the “default value” for a type. Read more

impl PartialEq<Builder> for Builder

fn eq(&self, other: &Builder) -> bool

This method tests for self and other values to be equal, and is used by ==. Read more

fn ne(&self, other: &Builder) -> bool

This method tests for !=.

impl StructuralPartialEq for Builder

Auto Trait Implementations

impl RefUnwindSafe for Builder

impl Send for Builder

impl Sync for Builder

impl Unpin for Builder

impl UnwindSafe for Builder

Blanket Implementations

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

pub fn type_id(&self) -> TypeId

Gets the TypeId of self. Read more

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

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

impl<T> From<T> for T

const: unstable · source

pub fn from(t: T) -> T

Returns the argument unchanged.

impl<T> Instrument for T

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

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

fn in_current_span(self) -> Instrumented<Self>

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

impl<T, U> Into<U> 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.

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

type Owned = T

The resulting type after obtaining ownership.

pub fn to_owned(&self) -> T

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

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

impl<T, U> TryFrom<U> 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<U>>::Error>

Performs the conversion.

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

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

The type returned in the event of a conversion error.

const: unstable · source

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

Performs the conversion.

impl<T> WithSubscriber for T

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

fn with_current_subscriber(self) -> WithDispatch<Self>

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