Struct rusoto_sagemaker::MonitoringJobDefinition

source · [−]

pub struct MonitoringJobDefinition {
    pub baseline_config: Option<MonitoringBaselineConfig>,
    pub environment: Option<HashMap<String, String>>,
    pub monitoring_app_specification: MonitoringAppSpecification,
    pub monitoring_inputs: Vec<MonitoringInput>,
    pub monitoring_output_config: MonitoringOutputConfig,
    pub monitoring_resources: MonitoringResources,
    pub network_config: Option<NetworkConfig>,
    pub role_arn: String,
    pub stopping_condition: Option<MonitoringStoppingCondition>,
}

Expand description

Defines the monitoring job.

Fields

baseline_config: Option<MonitoringBaselineConfig>

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

environment: Option<HashMap<String, String>>

Sets the environment variables in the Docker container.

monitoring_app_specification: MonitoringAppSpecification

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

monitoring_inputs: Vec<MonitoringInput>

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

monitoring_output_config: MonitoringOutputConfig

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

monitoring_resources: MonitoringResources

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.

network_config: Option<NetworkConfig>

Specifies networking options for an monitoring job.

role_arn: String

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

stopping_condition: Option<MonitoringStoppingCondition>

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

Trait Implementations

impl Clone for MonitoringJobDefinition

fn clone(&self) -> MonitoringJobDefinition

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 MonitoringJobDefinition

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

Formats the value using the given formatter. Read more

impl Default for MonitoringJobDefinition

fn default() -> MonitoringJobDefinition

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

impl<'de> Deserialize<'de> for MonitoringJobDefinition

fn deserialize<D>(deserializer: D) -> Result<Self, D::Error> where
__D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer. Read more

impl PartialEq<MonitoringJobDefinition> for MonitoringJobDefinition

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

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

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

This method tests for !=.

impl Serialize for MonitoringJobDefinition

fn serialize<S>(&self, serializer: S) -> Result<S::Ok, S::Error> where
S: Serializer,

Serialize this value into the given Serde serializer. Read more

impl StructuralPartialEq for MonitoringJobDefinition

Auto Trait Implementations

impl RefUnwindSafe for MonitoringJobDefinition

impl Send for MonitoringJobDefinition

impl Sync for MonitoringJobDefinition

impl Unpin for MonitoringJobDefinition

impl UnwindSafe for MonitoringJobDefinition

Blanket Implementations

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

fn type_id(&self) -> TypeId

Gets the TypeId of self. Read more

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

const: unstable · source

fn borrow(&self) -> &T

Immutably borrows from an owned value. Read more

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

const: unstable · source

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

Mutably borrows from an owned value. Read more

impl<T> From<T> for T

const: unstable · source

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

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> Same<T> for T

type Output = T

Should always be Self

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

type Owned = T

The resulting type after obtaining ownership.

fn to_owned(&self) -> T

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

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

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

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

impl<T> DeserializeOwned for T where
T: for<'de> Deserialize<'de>,