Module: Aws::SageMaker::Client::_DescribeAutoMLJobResponseSuccess

Includes:

Seahorse::Client::_ResponseSuccess[Types::DescribeAutoMLJobResponse]

Defined in:

sig/client.rbs

Instance Method Summary

• #auto_ml_job_arn ⇒ ::String
• #auto_ml_job_artifacts ⇒ Types::AutoMLJobArtifacts
• #auto_ml_job_config ⇒ Types::AutoMLJobConfig
• #auto_ml_job_name ⇒ ::String
• #auto_ml_job_objective ⇒ Types::AutoMLJobObjective
• #auto_ml_job_secondary_status ⇒ "Starting", ...
• #auto_ml_job_status ⇒ "Completed", ...
• #best_candidate ⇒ Types::AutoMLCandidate
• #creation_time ⇒ ::Time
• #end_time ⇒ ::Time
• #failure_reason ⇒ ::String
• #generate_candidate_definitions_only ⇒ Boolean
• #input_data_config ⇒ ::Array[Types::AutoMLChannel]
• #last_modified_time ⇒ ::Time
• #model_deploy_config ⇒ Types::ModelDeployConfig
• #model_deploy_result ⇒ Types::ModelDeployResult
• #output_data_config ⇒ Types::AutoMLOutputDataConfig
• #partial_failure_reasons ⇒ ::Array[Types::AutoMLPartialFailureReason]
• #problem_type ⇒ "BinaryClassification", ...
• #resolved_attributes ⇒ Types::ResolvedAttributes
• #role_arn ⇒ ::String

Instance Method Details

#auto_ml_job_arn ⇒ ::String

Returns:

• (::String)

# File 'sig/client.rbs', line 3715

def auto_ml_job_arn: () -> ::String

#auto_ml_job_artifacts ⇒ Types::AutoMLJobArtifacts

Returns:

• (Types::AutoMLJobArtifacts)

# File 'sig/client.rbs', line 3731

def auto_ml_job_artifacts: () -> Types::AutoMLJobArtifacts

#auto_ml_job_config ⇒ Types::AutoMLJobConfig

Returns:

• (Types::AutoMLJobConfig)

# File 'sig/client.rbs', line 3721

def auto_ml_job_config: () -> Types::AutoMLJobConfig

#auto_ml_job_name ⇒ ::String

Returns:

• (::String)

# File 'sig/client.rbs', line 3714

def auto_ml_job_name: () -> ::String

#auto_ml_job_objective ⇒ Types::AutoMLJobObjective

Returns:

• (Types::AutoMLJobObjective)

# File 'sig/client.rbs', line 3719

def auto_ml_job_objective: () -> Types::AutoMLJobObjective

#auto_ml_job_secondary_status ⇒ "Starting", ...

Returns:

• ("Starting", "MaxCandidatesReached", "Failed", "Stopped", "MaxAutoMLJobRuntimeReached", "Stopping", "CandidateDefinitionsGenerated", "Completed", "ExplainabilityError", "DeployingModel", "ModelDeploymentError", "GeneratingModelInsightsReport", "ModelInsightsError", "AnalyzingData", "FeatureEngineering", "ModelTuning", "GeneratingExplainabilityReport", "TrainingModels", "PreTraining")

# File 'sig/client.rbs', line 3729

def auto_ml_job_secondary_status: () -> ("Starting" | "MaxCandidatesReached" | "Failed" | "Stopped" | "MaxAutoMLJobRuntimeReached" | "Stopping" | "CandidateDefinitionsGenerated" | "Completed" | "ExplainabilityError" | "DeployingModel" | "ModelDeploymentError" | "GeneratingModelInsightsReport" | "ModelInsightsError" | "AnalyzingData" | "FeatureEngineering" | "ModelTuning" | "GeneratingExplainabilityReport" | "TrainingModels" | "PreTraining")

#auto_ml_job_status ⇒ "Completed", ...

Returns:

• ("Completed", "InProgress", "Failed", "Stopped", "Stopping")

# File 'sig/client.rbs', line 3728

def auto_ml_job_status: () -> ("Completed" | "InProgress" | "Failed" | "Stopped" | "Stopping")

#best_candidate ⇒ Types::AutoMLCandidate

Returns:

• (Types::AutoMLCandidate)

# File 'sig/client.rbs', line 3727

def best_candidate: () -> Types::AutoMLCandidate

#creation_time ⇒ ::Time

Returns:

• (::Time)

# File 'sig/client.rbs', line 3722

def creation_time: () -> ::Time

#end_time ⇒ ::Time

Returns:

• (::Time)

# File 'sig/client.rbs', line 3723

def end_time: () -> ::Time

#failure_reason ⇒ ::String

Returns:

• (::String)

# File 'sig/client.rbs', line 3725

def failure_reason: () -> ::String

#generate_candidate_definitions_only ⇒ Boolean

Returns:

• (Boolean)

# File 'sig/client.rbs', line 3730

def generate_candidate_definitions_only: () -> bool

#input_data_config ⇒ ::Array[Types::AutoMLChannel]

Returns:

• (::Array[Types::AutoMLChannel])

# File 'sig/client.rbs', line 3716

def input_data_config: () -> ::Array[Types::AutoMLChannel]

#last_modified_time ⇒ ::Time

Returns:

• (::Time)

# File 'sig/client.rbs', line 3724

def last_modified_time: () -> ::Time

#model_deploy_config ⇒ Types::ModelDeployConfig

Returns:

• (Types::ModelDeployConfig)

# File 'sig/client.rbs', line 3733

def model_deploy_config: () -> Types::ModelDeployConfig

#model_deploy_result ⇒ Types::ModelDeployResult

Returns:

• (Types::ModelDeployResult)

# File 'sig/client.rbs', line 3734

def model_deploy_result: () -> Types::ModelDeployResult

#output_data_config ⇒ Types::AutoMLOutputDataConfig

Returns:

• (Types::AutoMLOutputDataConfig)

# File 'sig/client.rbs', line 3717

def output_data_config: () -> Types::AutoMLOutputDataConfig

#partial_failure_reasons ⇒ ::Array[Types::AutoMLPartialFailureReason]

Returns:

• (::Array[Types::AutoMLPartialFailureReason])

# File 'sig/client.rbs', line 3726

def partial_failure_reasons: () -> ::Array[Types::AutoMLPartialFailureReason]

#problem_type ⇒ "BinaryClassification", ...

Returns:

• ("BinaryClassification", "MulticlassClassification", "Regression")

# File 'sig/client.rbs', line 3720

def problem_type: () -> ("BinaryClassification" | "MulticlassClassification" | "Regression")

#resolved_attributes ⇒ Types::ResolvedAttributes

Returns:

• (Types::ResolvedAttributes)

# File 'sig/client.rbs', line 3732

def resolved_attributes: () -> Types::ResolvedAttributes

#role_arn ⇒ ::String

Returns:

• (::String)

# File 'sig/client.rbs', line 3718

def role_arn: () -> ::String