Class: Aws::Types::DescribeAutoMLJobResponse

Inherits:

Object

• Object
• Aws::Types::DescribeAutoMLJobResponse

Defined in:

sig/types.rbs

Constant Summary

SENSITIVE =

Returns:

• ([])

Instance Attribute Summary

• #auto_ml_job_arn ⇒ ::String

  Returns the value of attribute auto_ml_job_arn.

• #auto_ml_job_artifacts ⇒ Types::AutoMLJobArtifacts

  Returns the value of attribute auto_ml_job_artifacts.

• #auto_ml_job_config ⇒ Types::AutoMLJobConfig

  Returns the value of attribute auto_ml_job_config.

• #auto_ml_job_name ⇒ ::String

  Returns the value of attribute auto_ml_job_name.

• #auto_ml_job_objective ⇒ Types::AutoMLJobObjective

  Returns the value of attribute auto_ml_job_objective.

• #auto_ml_job_secondary_status ⇒ "Starting", ...

  Returns the value of attribute auto_ml_job_secondary_status.

• #auto_ml_job_status ⇒ "Completed", ...

  Returns the value of attribute auto_ml_job_status.

• #best_candidate ⇒ Types::AutoMLCandidate

  Returns the value of attribute best_candidate.

• #creation_time ⇒ ::Time

  Returns the value of attribute creation_time.

• #end_time ⇒ ::Time

  Returns the value of attribute end_time.

• #failure_reason ⇒ ::String

  Returns the value of attribute failure_reason.

• #generate_candidate_definitions_only ⇒ Boolean

  Returns the value of attribute generate_candidate_definitions_only.

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

  Returns the value of attribute input_data_config.

• #last_modified_time ⇒ ::Time

  Returns the value of attribute last_modified_time.

• #model_deploy_config ⇒ Types::ModelDeployConfig

  Returns the value of attribute model_deploy_config.

• #model_deploy_result ⇒ Types::ModelDeployResult

  Returns the value of attribute model_deploy_result.

• #output_data_config ⇒ Types::AutoMLOutputDataConfig

  Returns the value of attribute output_data_config.

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

  Returns the value of attribute partial_failure_reasons.

• #problem_type ⇒ "BinaryClassification", ...

  Returns the value of attribute problem_type.

• #resolved_attributes ⇒ Types::ResolvedAttributes

  Returns the value of attribute resolved_attributes.

• #role_arn ⇒ ::String

  Returns the value of attribute role_arn.

Instance Attribute Details

#auto_ml_job_arn ⇒ ::String

Returns the value of attribute auto_ml_job_arn.

Returns:

• (::String)

# File 'sig/types.rbs', line 3888

def auto_ml_job_arn
  @auto_ml_job_arn
end

#auto_ml_job_artifacts ⇒ Types::AutoMLJobArtifacts

Returns the value of attribute auto_ml_job_artifacts.

Returns:

• (Types::AutoMLJobArtifacts)

# File 'sig/types.rbs', line 3904

def auto_ml_job_artifacts
  @auto_ml_job_artifacts
end

#auto_ml_job_config ⇒ Types::AutoMLJobConfig

Returns the value of attribute auto_ml_job_config.

Returns:

• (Types::AutoMLJobConfig)

# File 'sig/types.rbs', line 3894

def auto_ml_job_config
  @auto_ml_job_config
end

#auto_ml_job_name ⇒ ::String

Returns the value of attribute auto_ml_job_name.

Returns:

• (::String)

# File 'sig/types.rbs', line 3887

def auto_ml_job_name
  @auto_ml_job_name
end

#auto_ml_job_objective ⇒ Types::AutoMLJobObjective

Returns the value of attribute auto_ml_job_objective.

Returns:

• (Types::AutoMLJobObjective)

# File 'sig/types.rbs', line 3892

def auto_ml_job_objective
  @auto_ml_job_objective
end

#auto_ml_job_secondary_status ⇒ "Starting", ...

Returns the value of attribute auto_ml_job_secondary_status.

Returns:

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

# File 'sig/types.rbs', line 3902

def auto_ml_job_secondary_status
  @auto_ml_job_secondary_status
end

#auto_ml_job_status ⇒ "Completed", ...

Returns the value of attribute auto_ml_job_status.

Returns:

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

# File 'sig/types.rbs', line 3901

def auto_ml_job_status
  @auto_ml_job_status
end

#best_candidate ⇒ Types::AutoMLCandidate

Returns the value of attribute best_candidate.

Returns:

• (Types::AutoMLCandidate)

# File 'sig/types.rbs', line 3900

def best_candidate
  @best_candidate
end

#creation_time ⇒ ::Time

Returns the value of attribute creation_time.

Returns:

• (::Time)

# File 'sig/types.rbs', line 3895

def creation_time
  @creation_time
end

#end_time ⇒ ::Time

Returns the value of attribute end_time.

Returns:

• (::Time)

# File 'sig/types.rbs', line 3896

def end_time
  @end_time
end

#failure_reason ⇒ ::String

Returns the value of attribute failure_reason.

Returns:

• (::String)

# File 'sig/types.rbs', line 3898

def failure_reason
  @failure_reason
end

#generate_candidate_definitions_only ⇒ Boolean

Returns the value of attribute generate_candidate_definitions_only.

Returns:

• (Boolean)

# File 'sig/types.rbs', line 3903

def generate_candidate_definitions_only
  @generate_candidate_definitions_only
end

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

Returns the value of attribute input_data_config.

Returns:

• (::Array[Types::AutoMLChannel])

# File 'sig/types.rbs', line 3889

def input_data_config
  @input_data_config
end

#last_modified_time ⇒ ::Time

Returns the value of attribute last_modified_time.

Returns:

• (::Time)

# File 'sig/types.rbs', line 3897

def last_modified_time
  @last_modified_time
end

#model_deploy_config ⇒ Types::ModelDeployConfig

Returns the value of attribute model_deploy_config.

Returns:

• (Types::ModelDeployConfig)

# File 'sig/types.rbs', line 3906

def model_deploy_config
  @model_deploy_config
end

#model_deploy_result ⇒ Types::ModelDeployResult

Returns the value of attribute model_deploy_result.

Returns:

• (Types::ModelDeployResult)

# File 'sig/types.rbs', line 3907

def model_deploy_result
  @model_deploy_result
end

#output_data_config ⇒ Types::AutoMLOutputDataConfig

Returns the value of attribute output_data_config.

Returns:

• (Types::AutoMLOutputDataConfig)

# File 'sig/types.rbs', line 3890

def output_data_config
  @output_data_config
end

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

Returns the value of attribute partial_failure_reasons.

Returns:

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

# File 'sig/types.rbs', line 3899

def partial_failure_reasons
  @partial_failure_reasons
end

#problem_type ⇒ "BinaryClassification", ...

Returns the value of attribute problem_type.

Returns:

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

# File 'sig/types.rbs', line 3893

def problem_type
  @problem_type
end

#resolved_attributes ⇒ Types::ResolvedAttributes

Returns the value of attribute resolved_attributes.

Returns:

• (Types::ResolvedAttributes)

# File 'sig/types.rbs', line 3905

def resolved_attributes
  @resolved_attributes
end

#role_arn ⇒ ::String

Returns the value of attribute role_arn.

Returns:

• (::String)

# File 'sig/types.rbs', line 3891

def role_arn
  @role_arn
end