aws_sdk_sagemaker::types

Struct PipelineExecutionStepMetadata

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#[non_exhaustive]
pub struct PipelineExecutionStepMetadata {
Show 16 fields
    pub training_job: Option<TrainingJobStepMetadata>,
    pub processing_job: Option<ProcessingJobStepMetadata>,
    pub transform_job: Option<TransformJobStepMetadata>,
    pub tuning_job: Option<TuningJobStepMetaData>,
    pub model: Option<ModelStepMetadata>,
    pub register_model: Option<RegisterModelStepMetadata>,
    pub condition: Option<ConditionStepMetadata>,
    pub callback: Option<CallbackStepMetadata>,
    pub lambda: Option<LambdaStepMetadata>,
    pub emr: Option<EmrStepMetadata>,
    pub quality_check: Option<QualityCheckStepMetadata>,
    pub clarify_check: Option<ClarifyCheckStepMetadata>,
    pub fail: Option<FailStepMetadata>,
    pub auto_ml_job: Option<AutoMlJobStepMetadata>,
    pub endpoint: Option<EndpointStepMetadata>,
    pub endpoint_config: Option<EndpointConfigStepMetadata>,

}
Expand description

Metadata for a step execution.

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.
§training_job: Option<TrainingJobStepMetadata>

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

§processing_job: Option<ProcessingJobStepMetadata>

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

§transform_job: Option<TransformJobStepMetadata>

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

§tuning_job: Option<TuningJobStepMetaData>

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

§model: Option<ModelStepMetadata>

The Amazon Resource Name (ARN) of the model that was created by this step execution.

§register_model: Option<RegisterModelStepMetadata>

The Amazon Resource Name (ARN) of the model package that the model was registered to by this step execution.

§condition: Option<ConditionStepMetadata>

The outcome of the condition evaluation that was run by this step execution.

§callback: Option<CallbackStepMetadata>

The URL of the Amazon SQS queue used by this step execution, the pipeline generated token, and a list of output parameters.

§lambda: Option<LambdaStepMetadata>

The Amazon Resource Name (ARN) of the Lambda function that was run by this step execution and a list of output parameters.

§emr: Option<EmrStepMetadata>

The configurations and outcomes of an Amazon EMR step execution.

§quality_check: Option<QualityCheckStepMetadata>

The configurations and outcomes of the check step execution. This includes:

  • The type of the check conducted.

  • The Amazon S3 URIs of baseline constraints and statistics files to be used for the drift check.

  • The Amazon S3 URIs of newly calculated baseline constraints and statistics.

  • The model package group name provided.

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

  • The Amazon Resource Name (ARN) of check processing job initiated by the step execution.

  • The Boolean flags indicating if the drift check is skipped.

  • If step property BaselineUsedForDriftCheck is set the same as CalculatedBaseline.

§clarify_check: Option<ClarifyCheckStepMetadata>

Container for the metadata for a Clarify check step. The configurations and outcomes of the check step execution. This includes:

  • The type of the check conducted,

  • The Amazon S3 URIs of baseline constraints and statistics files to be used for the drift check.

  • The Amazon S3 URIs of newly calculated baseline constraints and statistics.

  • The model package group name provided.

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

  • The Amazon Resource Name (ARN) of check processing job initiated by the step execution.

  • The boolean flags indicating if the drift check is skipped.

  • If step property BaselineUsedForDriftCheck is set the same as CalculatedBaseline.

§fail: Option<FailStepMetadata>

The configurations and outcomes of a Fail step execution.

§auto_ml_job: Option<AutoMlJobStepMetadata>

The Amazon Resource Name (ARN) of the AutoML job that was run by this step.

§endpoint: Option<EndpointStepMetadata>

The endpoint that was invoked during this step execution.

§endpoint_config: Option<EndpointConfigStepMetadata>

The endpoint configuration used to create an endpoint during this step execution.

Implementations§

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impl PipelineExecutionStepMetadata

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pub fn training_job(&self) -> Option<&TrainingJobStepMetadata>

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

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pub fn processing_job(&self) -> Option<&ProcessingJobStepMetadata>

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

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pub fn transform_job(&self) -> Option<&TransformJobStepMetadata>

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

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pub fn tuning_job(&self) -> Option<&TuningJobStepMetaData>

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

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pub fn model(&self) -> Option<&ModelStepMetadata>

The Amazon Resource Name (ARN) of the model that was created by this step execution.

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pub fn register_model(&self) -> Option<&RegisterModelStepMetadata>

The Amazon Resource Name (ARN) of the model package that the model was registered to by this step execution.

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pub fn condition(&self) -> Option<&ConditionStepMetadata>

The outcome of the condition evaluation that was run by this step execution.

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pub fn callback(&self) -> Option<&CallbackStepMetadata>

The URL of the Amazon SQS queue used by this step execution, the pipeline generated token, and a list of output parameters.

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pub fn lambda(&self) -> Option<&LambdaStepMetadata>

The Amazon Resource Name (ARN) of the Lambda function that was run by this step execution and a list of output parameters.

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pub fn emr(&self) -> Option<&EmrStepMetadata>

The configurations and outcomes of an Amazon EMR step execution.

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pub fn quality_check(&self) -> Option<&QualityCheckStepMetadata>

The configurations and outcomes of the check step execution. This includes:

  • The type of the check conducted.

  • The Amazon S3 URIs of baseline constraints and statistics files to be used for the drift check.

  • The Amazon S3 URIs of newly calculated baseline constraints and statistics.

  • The model package group name provided.

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

  • The Amazon Resource Name (ARN) of check processing job initiated by the step execution.

  • The Boolean flags indicating if the drift check is skipped.

  • If step property BaselineUsedForDriftCheck is set the same as CalculatedBaseline.

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pub fn clarify_check(&self) -> Option<&ClarifyCheckStepMetadata>

Container for the metadata for a Clarify check step. The configurations and outcomes of the check step execution. This includes:

  • The type of the check conducted,

  • The Amazon S3 URIs of baseline constraints and statistics files to be used for the drift check.

  • The Amazon S3 URIs of newly calculated baseline constraints and statistics.

  • The model package group name provided.

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

  • The Amazon Resource Name (ARN) of check processing job initiated by the step execution.

  • The boolean flags indicating if the drift check is skipped.

  • If step property BaselineUsedForDriftCheck is set the same as CalculatedBaseline.

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pub fn fail(&self) -> Option<&FailStepMetadata>

The configurations and outcomes of a Fail step execution.

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pub fn auto_ml_job(&self) -> Option<&AutoMlJobStepMetadata>

The Amazon Resource Name (ARN) of the AutoML job that was run by this step.

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pub fn endpoint(&self) -> Option<&EndpointStepMetadata>

The endpoint that was invoked during this step execution.

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pub fn endpoint_config(&self) -> Option<&EndpointConfigStepMetadata>

The endpoint configuration used to create an endpoint during this step execution.

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impl PipelineExecutionStepMetadata

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pub fn builder() -> PipelineExecutionStepMetadataBuilder

Creates a new builder-style object to manufacture PipelineExecutionStepMetadata.

Trait Implementations§

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impl Clone for PipelineExecutionStepMetadata

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fn clone(&self) -> PipelineExecutionStepMetadata

Returns a duplicate of the value. Read more
1.0.0 · Source§

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

Performs copy-assignment from source. Read more
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impl Debug for PipelineExecutionStepMetadata

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

Formats the value using the given formatter. Read more
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impl PartialEq for PipelineExecutionStepMetadata

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

Tests for self and other values to be equal, and is used by ==.
1.0.0 · Source§

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

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

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