#[non_exhaustive]
pub struct ClarifyCheckStepMetadata { pub check_type: Option<String>, pub baseline_used_for_drift_check_constraints: 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: bool, pub register_new_baseline: bool, }
Expand description

The container for the metadata for the ClarifyCheck step. For more information, see the topic on ClarifyCheck step in the Amazon SageMaker Developer Guide.

Fields (Non-exhaustive)

This struct is marked as 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 Clarify Check step

baseline_used_for_drift_check_constraints: Option<String>

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

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 the violation report if violations are detected.

check_job_arn: Option<String>

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

skip_check: 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: 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 property.

Implementations

The type of the Clarify Check step

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

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

The model package group name.

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

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

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.

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 property.

Creates a new builder-style object to manufacture ClarifyCheckStepMetadata

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