Struct QualityCheckStepMetadata

#[non_exhaustive]
pub struct QualityCheckStepMetadata {
    pub check_type: Option<String>,
    pub baseline_used_for_drift_check_statistics: Option<String>,
    pub baseline_used_for_drift_check_constraints: Option<String>,
    pub calculated_baseline_statistics: Option<String>,
    pub calculated_baseline_constraints: Option<String>,
    pub model_package_group_name: Option<String>,
    pub violation_report: Option<String>,
    pub check_job_arn: Option<String>,
    pub skip_check: Option<bool>,
    pub register_new_baseline: Option<bool>,
}

Container for the metadata for a Quality check step. For more information, see the topic on QualityCheck step in the Amazon SageMaker Developer Guide.

Fields (Non-exhaustive)

Non-exhaustive structs could have additional fields added in future. Therefore, non-exhaustive structs cannot be constructed in external crates using the traditional Struct { .. } syntax; cannot be matched against without a wildcard ..; and struct update syntax will not work.

check_type: Option<String>

The type of the Quality check step.

baseline_used_for_drift_check_statistics: Option<String>

The Amazon S3 URI of the baseline statistics file used for the drift check.

baseline_used_for_drift_check_constraints: Option<String>

The Amazon S3 URI of the baseline constraints file used for the drift check.

calculated_baseline_statistics: Option<String>

The Amazon S3 URI of the newly calculated baseline statistics file.

calculated_baseline_constraints: Option<String>

The Amazon S3 URI of the newly calculated baseline constraints file.

model_package_group_name: Option<String>

The model package group name.

violation_report: Option<String>

The Amazon S3 URI of violation report if violations are detected.

check_job_arn: Option<String>

The Amazon Resource Name (ARN) of the Quality check processing job that was run by this step execution.

skip_check: Option<bool>

This flag indicates if the drift check against the previous baseline will be skipped or not. If it is set to False, the previous baseline of the configured check type must be available.

register_new_baseline: Option<bool>

This flag indicates if a newly calculated baseline can be accessed through step properties BaselineUsedForDriftCheckConstraints and BaselineUsedForDriftCheckStatistics. If it is set to False, the previous baseline of the configured check type must also be available. These can be accessed through the BaselineUsedForDriftCheckConstraints and BaselineUsedForDriftCheckStatistics properties.

Implementations

impl QualityCheckStepMetadata

pub fn check_type(&self) -> Option<&str>

The type of the Quality check step.

pub fn baseline_used_for_drift_check_statistics(&self) -> Option<&str>

The Amazon S3 URI of the baseline statistics file used for the drift check.

pub fn baseline_used_for_drift_check_constraints(&self) -> Option<&str>

The Amazon S3 URI of the baseline constraints file used for the drift check.

pub fn calculated_baseline_statistics(&self) -> Option<&str>

The Amazon S3 URI of the newly calculated baseline statistics file.

pub fn calculated_baseline_constraints(&self) -> Option<&str>

The Amazon S3 URI of the newly calculated baseline constraints file.

pub fn model_package_group_name(&self) -> Option<&str>

The model package group name.

pub fn violation_report(&self) -> Option<&str>

The Amazon S3 URI of violation report if violations are detected.

pub fn check_job_arn(&self) -> Option<&str>

The Amazon Resource Name (ARN) of the Quality check processing job that was run by this step execution.

pub fn skip_check(&self) -> Option<bool>

This flag indicates if the drift check against the previous baseline will be skipped or not. If it is set to False, the previous baseline of the configured check type must be available.

pub fn register_new_baseline(&self) -> Option<bool>

This flag indicates if a newly calculated baseline can be accessed through step properties BaselineUsedForDriftCheckConstraints and BaselineUsedForDriftCheckStatistics. If it is set to False, the previous baseline of the configured check type must also be available. These can be accessed through the BaselineUsedForDriftCheckConstraints and BaselineUsedForDriftCheckStatistics properties.

impl QualityCheckStepMetadata

pub fn builder() -> QualityCheckStepMetadataBuilder

Creates a new builder-style object to manufacture QualityCheckStepMetadata.

Trait Implementations

impl Clone for QualityCheckStepMetadata

fn clone(&self) -> QualityCheckStepMetadata

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for QualityCheckStepMetadata

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

Formats the value using the given formatter.

impl PartialEq for QualityCheckStepMetadata

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

Tests for self and other values to be equal, and is used by ==.

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

Tests for !=. The default implementation is almost always sufficient, and should not be overridden without very good reason.

impl StructuralPartialEq for QualityCheckStepMetadata