Struct aws_sdk_sagemaker::model::endpoint_input::Builder

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

A builder for EndpointInput

Implementations

impl Builder

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

An endpoint in customer's account which has enabled DataCaptureConfig enabled.

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

An endpoint in customer's account which has enabled DataCaptureConfig enabled.

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

Path to the filesystem where the endpoint data is available to the container.

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

Path to the filesystem where the endpoint data is available to the container.

pub fn s3_input_mode(self, input: ProcessingS3InputMode) -> Self

Whether the Pipe or File is used as the input mode for transferring data for the monitoring job. Pipe mode is recommended for large datasets. File mode is useful for small files that fit in memory. Defaults to File.

pub fn set_s3_input_mode(self, input: Option<ProcessingS3InputMode>) -> Self

Whether the Pipe or File is used as the input mode for transferring data for the monitoring job. Pipe mode is recommended for large datasets. File mode is useful for small files that fit in memory. Defaults to File.

pub fn s3_data_distribution_type(
    self,
    input: ProcessingS3DataDistributionType
) -> Self

Whether input data distributed in Amazon S3 is fully replicated or sharded by an S3 key. Defaults to FullyReplicated

pub fn set_s3_data_distribution_type(
    self,
    input: Option<ProcessingS3DataDistributionType>
) -> Self

Whether input data distributed in Amazon S3 is fully replicated or sharded by an S3 key. Defaults to FullyReplicated

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

The attributes of the input data that are the input features.

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

The attributes of the input data that are the input features.

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

The attribute of the input data that represents the ground truth label.

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

The attribute of the input data that represents the ground truth label.

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

In a classification problem, the attribute that represents the class probability.

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

In a classification problem, the attribute that represents the class probability.

pub fn probability_threshold_attribute(self, input: f64) -> Self

The threshold for the class probability to be evaluated as a positive result.

pub fn set_probability_threshold_attribute(self, input: Option<f64>) -> Self

The threshold for the class probability to be evaluated as a positive result.

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

If specified, monitoring jobs substract this time from the start time. For information about using offsets for scheduling monitoring jobs, see Schedule Model Quality Monitoring Jobs.

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

If specified, monitoring jobs substract this time from the start time. For information about using offsets for scheduling monitoring jobs, see Schedule Model Quality Monitoring Jobs.

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

If specified, monitoring jobs substract this time from the end time. For information about using offsets for scheduling monitoring jobs, see Schedule Model Quality Monitoring Jobs.

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

If specified, monitoring jobs substract this time from the end time. For information about using offsets for scheduling monitoring jobs, see Schedule Model Quality Monitoring Jobs.

pub fn build(self) -> EndpointInput

Consumes the builder and constructs a EndpointInput

Trait Implementations

impl Clone for Builder

fn clone(&self) -> Builder

Returns a copy of the value.

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

Performs copy-assignment from source.

impl Debug for Builder

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

Formats the value using the given formatter.

impl Default for Builder

fn default() -> Builder

Returns the “default value” for a type.

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 ==.

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

This method tests for !=.

impl StructuralPartialEq for Builder