DescribeAutoMlJobV2Output

Struct DescribeAutoMlJobV2Output 

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#[non_exhaustive]
pub struct DescribeAutoMlJobV2Output {
Show 23 fields pub auto_ml_job_name: Option<String>, pub auto_ml_job_arn: Option<String>, pub auto_ml_job_input_data_config: Option<Vec<AutoMlJobChannel>>, pub output_data_config: Option<AutoMlOutputDataConfig>, pub role_arn: Option<String>, pub auto_ml_job_objective: Option<AutoMlJobObjective>, pub auto_ml_problem_type_config: Option<AutoMlProblemTypeConfig>, pub auto_ml_problem_type_config_name: Option<AutoMlProblemTypeConfigName>, pub creation_time: Option<DateTime>, pub end_time: Option<DateTime>, pub last_modified_time: Option<DateTime>, pub failure_reason: Option<String>, pub partial_failure_reasons: Option<Vec<AutoMlPartialFailureReason>>, pub best_candidate: Option<AutoMlCandidate>, pub auto_ml_job_status: Option<AutoMlJobStatus>, pub auto_ml_job_secondary_status: Option<AutoMlJobSecondaryStatus>, pub auto_ml_job_artifacts: Option<AutoMlJobArtifacts>, pub resolved_attributes: Option<AutoMlResolvedAttributes>, pub model_deploy_config: Option<ModelDeployConfig>, pub model_deploy_result: Option<ModelDeployResult>, pub data_split_config: Option<AutoMlDataSplitConfig>, pub security_config: Option<AutoMlSecurityConfig>, pub auto_ml_compute_config: Option<AutoMlComputeConfig>, /* private fields */
}

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.
§auto_ml_job_name: Option<String>

Returns the name of the AutoML job V2.

§auto_ml_job_arn: Option<String>

Returns the Amazon Resource Name (ARN) of the AutoML job V2.

§auto_ml_job_input_data_config: Option<Vec<AutoMlJobChannel>>

Returns an array of channel objects describing the input data and their location.

§output_data_config: Option<AutoMlOutputDataConfig>

Returns the job's output data config.

§role_arn: Option<String>

The ARN of the IAM role that has read permission to the input data location and write permission to the output data location in Amazon S3.

§auto_ml_job_objective: Option<AutoMlJobObjective>

Returns the job's objective.

§auto_ml_problem_type_config: Option<AutoMlProblemTypeConfig>

Returns the configuration settings of the problem type set for the AutoML job V2.

§auto_ml_problem_type_config_name: Option<AutoMlProblemTypeConfigName>

Returns the name of the problem type configuration set for the AutoML job V2.

§creation_time: Option<DateTime>

Returns the creation time of the AutoML job V2.

§end_time: Option<DateTime>

Returns the end time of the AutoML job V2.

§last_modified_time: Option<DateTime>

Returns the job's last modified time.

§failure_reason: Option<String>

Returns the reason for the failure of the AutoML job V2, when applicable.

§partial_failure_reasons: Option<Vec<AutoMlPartialFailureReason>>

Returns a list of reasons for partial failures within an AutoML job V2.

§best_candidate: Option<AutoMlCandidate>

Information about the candidate produced by an AutoML training job V2, including its status, steps, and other properties.

§auto_ml_job_status: Option<AutoMlJobStatus>

Returns the status of the AutoML job V2.

§auto_ml_job_secondary_status: Option<AutoMlJobSecondaryStatus>

Returns the secondary status of the AutoML job V2.

§auto_ml_job_artifacts: Option<AutoMlJobArtifacts>

The artifacts that are generated during an AutoML job.

§resolved_attributes: Option<AutoMlResolvedAttributes>

Returns the resolved attributes used by the AutoML job V2.

§model_deploy_config: Option<ModelDeployConfig>

Indicates whether the model was deployed automatically to an endpoint and the name of that endpoint if deployed automatically.

§model_deploy_result: Option<ModelDeployResult>

Provides information about endpoint for the model deployment.

§data_split_config: Option<AutoMlDataSplitConfig>

Returns the configuration settings of how the data are split into train and validation datasets.

§security_config: Option<AutoMlSecurityConfig>

Returns the security configuration for traffic encryption or Amazon VPC settings.

§auto_ml_compute_config: Option<AutoMlComputeConfig>

The compute configuration used for the AutoML job V2.

Implementations§

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impl DescribeAutoMlJobV2Output

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

Returns the name of the AutoML job V2.

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

Returns the Amazon Resource Name (ARN) of the AutoML job V2.

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pub fn auto_ml_job_input_data_config(&self) -> &[AutoMlJobChannel]

Returns an array of channel objects describing the input data and their location.

If no value was sent for this field, a default will be set. If you want to determine if no value was sent, use .auto_ml_job_input_data_config.is_none().

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pub fn output_data_config(&self) -> Option<&AutoMlOutputDataConfig>

Returns the job's output data config.

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

The ARN of the IAM role that has read permission to the input data location and write permission to the output data location in Amazon S3.

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pub fn auto_ml_job_objective(&self) -> Option<&AutoMlJobObjective>

Returns the job's objective.

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pub fn auto_ml_problem_type_config(&self) -> Option<&AutoMlProblemTypeConfig>

Returns the configuration settings of the problem type set for the AutoML job V2.

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pub fn auto_ml_problem_type_config_name( &self, ) -> Option<&AutoMlProblemTypeConfigName>

Returns the name of the problem type configuration set for the AutoML job V2.

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pub fn creation_time(&self) -> Option<&DateTime>

Returns the creation time of the AutoML job V2.

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pub fn end_time(&self) -> Option<&DateTime>

Returns the end time of the AutoML job V2.

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pub fn last_modified_time(&self) -> Option<&DateTime>

Returns the job's last modified time.

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

Returns the reason for the failure of the AutoML job V2, when applicable.

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pub fn partial_failure_reasons(&self) -> &[AutoMlPartialFailureReason]

Returns a list of reasons for partial failures within an AutoML job V2.

If no value was sent for this field, a default will be set. If you want to determine if no value was sent, use .partial_failure_reasons.is_none().

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pub fn best_candidate(&self) -> Option<&AutoMlCandidate>

Information about the candidate produced by an AutoML training job V2, including its status, steps, and other properties.

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pub fn auto_ml_job_status(&self) -> Option<&AutoMlJobStatus>

Returns the status of the AutoML job V2.

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pub fn auto_ml_job_secondary_status(&self) -> Option<&AutoMlJobSecondaryStatus>

Returns the secondary status of the AutoML job V2.

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pub fn auto_ml_job_artifacts(&self) -> Option<&AutoMlJobArtifacts>

The artifacts that are generated during an AutoML job.

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pub fn resolved_attributes(&self) -> Option<&AutoMlResolvedAttributes>

Returns the resolved attributes used by the AutoML job V2.

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pub fn model_deploy_config(&self) -> Option<&ModelDeployConfig>

Indicates whether the model was deployed automatically to an endpoint and the name of that endpoint if deployed automatically.

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pub fn model_deploy_result(&self) -> Option<&ModelDeployResult>

Provides information about endpoint for the model deployment.

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pub fn data_split_config(&self) -> Option<&AutoMlDataSplitConfig>

Returns the configuration settings of how the data are split into train and validation datasets.

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pub fn security_config(&self) -> Option<&AutoMlSecurityConfig>

Returns the security configuration for traffic encryption or Amazon VPC settings.

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pub fn auto_ml_compute_config(&self) -> Option<&AutoMlComputeConfig>

The compute configuration used for the AutoML job V2.

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impl DescribeAutoMlJobV2Output

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pub fn builder() -> DescribeAutoMlJobV2OutputBuilder

Creates a new builder-style object to manufacture DescribeAutoMlJobV2Output.

Trait Implementations§

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impl Clone for DescribeAutoMlJobV2Output

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fn clone(&self) -> DescribeAutoMlJobV2Output

Returns a duplicate of the value. Read more
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fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source. Read more
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impl Debug for DescribeAutoMlJobV2Output

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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 DescribeAutoMlJobV2Output

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fn eq(&self, other: &DescribeAutoMlJobV2Output) -> bool

Tests for self and other values to be equal, and is used by ==.
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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 RequestId for DescribeAutoMlJobV2Output

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fn request_id(&self) -> Option<&str>

Returns the request ID, or None if the service could not be reached.
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impl StructuralPartialEq for DescribeAutoMlJobV2Output

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