Module: Aws::SageMaker::Client::_DescribeAutoMLJobV2ResponseSuccess

Includes:

Seahorse::Client::_ResponseSuccess[Types::DescribeAutoMLJobV2Response]

Defined in:

sig/client.rbs

Instance Method Summary

• #auto_ml_compute_config ⇒ Types::AutoMLComputeConfig
• #auto_ml_job_arn ⇒ ::String
• #auto_ml_job_artifacts ⇒ Types::AutoMLJobArtifacts
• #auto_ml_job_input_data_config ⇒ ::Array[Types::AutoMLJobChannel]
• #auto_ml_job_name ⇒ ::String
• #auto_ml_job_objective ⇒ Types::AutoMLJobObjective
• #auto_ml_job_secondary_status ⇒ "Starting", ...
• #auto_ml_job_status ⇒ "Completed", ...
• #auto_ml_problem_type_config ⇒ Types::AutoMLProblemTypeConfig
• #auto_ml_problem_type_config_name ⇒ "ImageClassification", ...
• #best_candidate ⇒ Types::AutoMLCandidate
• #creation_time ⇒ ::Time
• #data_split_config ⇒ Types::AutoMLDataSplitConfig
• #end_time ⇒ ::Time
• #failure_reason ⇒ ::String
• #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]
• #resolved_attributes ⇒ Types::AutoMLResolvedAttributes
• #role_arn ⇒ ::String
• #security_config ⇒ Types::AutoMLSecurityConfig

Instance Method Details

#auto_ml_compute_config ⇒ Types::AutoMLComputeConfig

Returns:

• (Types::AutoMLComputeConfig)

# File 'sig/client.rbs', line 3738

def auto_ml_compute_config: () -> Types::AutoMLComputeConfig

#auto_ml_job_arn ⇒ ::String

Returns:

• (::String)

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

def auto_ml_job_arn: () -> ::String

#auto_ml_job_artifacts ⇒ Types::AutoMLJobArtifacts

Returns:

• (Types::AutoMLJobArtifacts)

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

def auto_ml_job_artifacts: () -> Types::AutoMLJobArtifacts

#auto_ml_job_input_data_config ⇒ ::Array[Types::AutoMLJobChannel]

Returns:

• (::Array[Types::AutoMLJobChannel])

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

def auto_ml_job_input_data_config: () -> ::Array[Types::AutoMLJobChannel]

#auto_ml_job_name ⇒ ::String

Returns:

• (::String)

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

def auto_ml_job_name: () -> ::String

#auto_ml_job_objective ⇒ Types::AutoMLJobObjective

Returns:

• (Types::AutoMLJobObjective)

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

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 3731

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 3730

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

#auto_ml_problem_type_config ⇒ Types::AutoMLProblemTypeConfig

Returns:

• (Types::AutoMLProblemTypeConfig)

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

def auto_ml_problem_type_config: () -> Types::AutoMLProblemTypeConfig

#auto_ml_problem_type_config_name ⇒ "ImageClassification", ...

Returns:

• ("ImageClassification", "TextClassification", "TimeSeriesForecasting", "Tabular", "TextGeneration")

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

def auto_ml_problem_type_config_name: () -> ("ImageClassification" | "TextClassification" | "TimeSeriesForecasting" | "Tabular" | "TextGeneration")

#best_candidate ⇒ Types::AutoMLCandidate

Returns:

• (Types::AutoMLCandidate)

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

def best_candidate: () -> Types::AutoMLCandidate

#creation_time ⇒ ::Time

Returns:

• (::Time)

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

def creation_time: () -> ::Time

#data_split_config ⇒ Types::AutoMLDataSplitConfig

Returns:

• (Types::AutoMLDataSplitConfig)

# File 'sig/client.rbs', line 3736

def data_split_config: () -> Types::AutoMLDataSplitConfig

#end_time ⇒ ::Time

Returns:

• (::Time)

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

def end_time: () -> ::Time

#failure_reason ⇒ ::String

Returns:

• (::String)

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

def failure_reason: () -> ::String

#last_modified_time ⇒ ::Time

Returns:

• (::Time)

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

def last_modified_time: () -> ::Time

#model_deploy_config ⇒ Types::ModelDeployConfig

Returns:

• (Types::ModelDeployConfig)

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

def model_deploy_config: () -> Types::ModelDeployConfig

#model_deploy_result ⇒ Types::ModelDeployResult

Returns:

• (Types::ModelDeployResult)

# File 'sig/client.rbs', line 3735

def model_deploy_result: () -> Types::ModelDeployResult

#output_data_config ⇒ Types::AutoMLOutputDataConfig

Returns:

• (Types::AutoMLOutputDataConfig)

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

def output_data_config: () -> Types::AutoMLOutputDataConfig

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

Returns:

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

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

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

#resolved_attributes ⇒ Types::AutoMLResolvedAttributes

Returns:

• (Types::AutoMLResolvedAttributes)

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

def resolved_attributes: () -> Types::AutoMLResolvedAttributes

#role_arn ⇒ ::String

Returns:

• (::String)

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

def role_arn: () -> ::String

#security_config ⇒ Types::AutoMLSecurityConfig

Returns:

• (Types::AutoMLSecurityConfig)

# File 'sig/client.rbs', line 3737

def security_config: () -> Types::AutoMLSecurityConfig