Class: Aws::LookoutEquipment::Types::CreateModelRequest

Inherits:
Struct
  • Object
show all
Includes:
Structure
Defined in:
lib/aws-sdk-lookoutequipment/types.rb

Overview

See Also:

Constant Summary collapse

SENSITIVE = 
[]

Instance Attribute Summary collapse

Instance Attribute Details

#client_token ⇒ String

A unique identifier for the request. If you do not set the client request token, Amazon Lookout for Equipment generates one.

**A suitable default value is auto-generated.** You should normally not need to pass this option.

Returns:

  • (String) 


475
476
477
478
479
480
481
482
483
484
485
486
487
488
489
490
491
492
 
# File 'lib/aws-sdk-lookoutequipment/types.rb', line 475

class CreateModelRequest < Struct.new(
  :model_name,
  :dataset_name,
  :dataset_schema,
  :labels_input_configuration,
  :client_token,
  :training_data_start_time,
  :training_data_end_time,
  :evaluation_data_start_time,
  :evaluation_data_end_time,
  :role_arn,
  :data_pre_processing_configuration,
  :server_side_kms_key_id,
  :tags,
  :off_condition)
  SENSITIVE = []
  include Aws::Structure
end

#data_pre_processing_configuration ⇒ Types::DataPreProcessingConfiguration

The configuration is the ‘TargetSamplingRate`, which is the sampling rate of the data after post processing by Amazon Lookout for Equipment. For example, if you provide data that has been collected at a 1 second level and you want the system to resample the data at a 1 minute rate before training, the `TargetSamplingRate` is 1 minute.

When providing a value for the ‘TargetSamplingRate`, you must attach the prefix “PT” to the rate you want. The value for a 1 second rate is therefore PT1S, the value for a 15 minute rate is PT15M, and the value for a 1 hour rate is PT1H

Returns:



475
476
477
478
479
480
481
482
483
484
485
486
487
488
489
490
491
492
 
# File 'lib/aws-sdk-lookoutequipment/types.rb', line 475

class CreateModelRequest < Struct.new(
  :model_name,
  :dataset_name,
  :dataset_schema,
  :labels_input_configuration,
  :client_token,
  :training_data_start_time,
  :training_data_end_time,
  :evaluation_data_start_time,
  :evaluation_data_end_time,
  :role_arn,
  :data_pre_processing_configuration,
  :server_side_kms_key_id,
  :tags,
  :off_condition)
  SENSITIVE = []
  include Aws::Structure
end

#dataset_name ⇒ String

The name of the dataset for the machine learning model being created.

Returns:

  • (String) 


475
476
477
478
479
480
481
482
483
484
485
486
487
488
489
490
491
492
 
# File 'lib/aws-sdk-lookoutequipment/types.rb', line 475

class CreateModelRequest < Struct.new(
  :model_name,
  :dataset_name,
  :dataset_schema,
  :labels_input_configuration,
  :client_token,
  :training_data_start_time,
  :training_data_end_time,
  :evaluation_data_start_time,
  :evaluation_data_end_time,
  :role_arn,
  :data_pre_processing_configuration,
  :server_side_kms_key_id,
  :tags,
  :off_condition)
  SENSITIVE = []
  include Aws::Structure
end

#dataset_schema ⇒ Types::DatasetSchema

The data schema for the machine learning model being created.

Returns:



475
476
477
478
479
480
481
482
483
484
485
486
487
488
489
490
491
492
 
# File 'lib/aws-sdk-lookoutequipment/types.rb', line 475

class CreateModelRequest < Struct.new(
  :model_name,
  :dataset_name,
  :dataset_schema,
  :labels_input_configuration,
  :client_token,
  :training_data_start_time,
  :training_data_end_time,
  :evaluation_data_start_time,
  :evaluation_data_end_time,
  :role_arn,
  :data_pre_processing_configuration,
  :server_side_kms_key_id,
  :tags,
  :off_condition)
  SENSITIVE = []
  include Aws::Structure
end

#evaluation_data_end_time ⇒ Time

Indicates the time reference in the dataset that should be used to end the subset of evaluation data for the machine learning model.

Returns:

  • (Time) 


475
476
477
478
479
480
481
482
483
484
485
486
487
488
489
490
491
492
 
# File 'lib/aws-sdk-lookoutequipment/types.rb', line 475

class CreateModelRequest < Struct.new(
  :model_name,
  :dataset_name,
  :dataset_schema,
  :labels_input_configuration,
  :client_token,
  :training_data_start_time,
  :training_data_end_time,
  :evaluation_data_start_time,
  :evaluation_data_end_time,
  :role_arn,
  :data_pre_processing_configuration,
  :server_side_kms_key_id,
  :tags,
  :off_condition)
  SENSITIVE = []
  include Aws::Structure
end

#evaluation_data_start_time ⇒ Time

Indicates the time reference in the dataset that should be used to begin the subset of evaluation data for the machine learning model.

Returns:

  • (Time) 


475
476
477
478
479
480
481
482
483
484
485
486
487
488
489
490
491
492
 
# File 'lib/aws-sdk-lookoutequipment/types.rb', line 475

class CreateModelRequest < Struct.new(
  :model_name,
  :dataset_name,
  :dataset_schema,
  :labels_input_configuration,
  :client_token,
  :training_data_start_time,
  :training_data_end_time,
  :evaluation_data_start_time,
  :evaluation_data_end_time,
  :role_arn,
  :data_pre_processing_configuration,
  :server_side_kms_key_id,
  :tags,
  :off_condition)
  SENSITIVE = []
  include Aws::Structure
end

#labels_input_configuration ⇒ Types::LabelsInputConfiguration

The input configuration for the labels being used for the machine learning model that’s being created.

Returns:



475
476
477
478
479
480
481
482
483
484
485
486
487
488
489
490
491
492
 
# File 'lib/aws-sdk-lookoutequipment/types.rb', line 475

class CreateModelRequest < Struct.new(
  :model_name,
  :dataset_name,
  :dataset_schema,
  :labels_input_configuration,
  :client_token,
  :training_data_start_time,
  :training_data_end_time,
  :evaluation_data_start_time,
  :evaluation_data_end_time,
  :role_arn,
  :data_pre_processing_configuration,
  :server_side_kms_key_id,
  :tags,
  :off_condition)
  SENSITIVE = []
  include Aws::Structure
end

#model_name ⇒ String

The name for the machine learning model to be created.

Returns:

  • (String) 


475
476
477
478
479
480
481
482
483
484
485
486
487
488
489
490
491
492
 
# File 'lib/aws-sdk-lookoutequipment/types.rb', line 475

class CreateModelRequest < Struct.new(
  :model_name,
  :dataset_name,
  :dataset_schema,
  :labels_input_configuration,
  :client_token,
  :training_data_start_time,
  :training_data_end_time,
  :evaluation_data_start_time,
  :evaluation_data_end_time,
  :role_arn,
  :data_pre_processing_configuration,
  :server_side_kms_key_id,
  :tags,
  :off_condition)
  SENSITIVE = []
  include Aws::Structure
end

#off_condition ⇒ String

Indicates that the asset associated with this sensor has been shut off. As long as this condition is met, Lookout for Equipment will not use data from this asset for training, evaluation, or inference.

Returns:

  • (String) 


475
476
477
478
479
480
481
482
483
484
485
486
487
488
489
490
491
492
 
# File 'lib/aws-sdk-lookoutequipment/types.rb', line 475

class CreateModelRequest < Struct.new(
  :model_name,
  :dataset_name,
  :dataset_schema,
  :labels_input_configuration,
  :client_token,
  :training_data_start_time,
  :training_data_end_time,
  :evaluation_data_start_time,
  :evaluation_data_end_time,
  :role_arn,
  :data_pre_processing_configuration,
  :server_side_kms_key_id,
  :tags,
  :off_condition)
  SENSITIVE = []
  include Aws::Structure
end

#role_arn ⇒ String

The Amazon Resource Name (ARN) of a role with permission to access the data source being used to create the machine learning model.

Returns:

  • (String) 


475
476
477
478
479
480
481
482
483
484
485
486
487
488
489
490
491
492
 
# File 'lib/aws-sdk-lookoutequipment/types.rb', line 475

class CreateModelRequest < Struct.new(
  :model_name,
  :dataset_name,
  :dataset_schema,
  :labels_input_configuration,
  :client_token,
  :training_data_start_time,
  :training_data_end_time,
  :evaluation_data_start_time,
  :evaluation_data_end_time,
  :role_arn,
  :data_pre_processing_configuration,
  :server_side_kms_key_id,
  :tags,
  :off_condition)
  SENSITIVE = []
  include Aws::Structure
end

#server_side_kms_key_id ⇒ String

Provides the identifier of the KMS key used to encrypt model data by Amazon Lookout for Equipment.

Returns:

  • (String) 


475
476
477
478
479
480
481
482
483
484
485
486
487
488
489
490
491
492
 
# File 'lib/aws-sdk-lookoutequipment/types.rb', line 475

class CreateModelRequest < Struct.new(
  :model_name,
  :dataset_name,
  :dataset_schema,
  :labels_input_configuration,
  :client_token,
  :training_data_start_time,
  :training_data_end_time,
  :evaluation_data_start_time,
  :evaluation_data_end_time,
  :role_arn,
  :data_pre_processing_configuration,
  :server_side_kms_key_id,
  :tags,
  :off_condition)
  SENSITIVE = []
  include Aws::Structure
end

#tags ⇒ Array<Types::Tag>

Any tags associated with the machine learning model being created.

Returns:



475
476
477
478
479
480
481
482
483
484
485
486
487
488
489
490
491
492
 
# File 'lib/aws-sdk-lookoutequipment/types.rb', line 475

class CreateModelRequest < Struct.new(
  :model_name,
  :dataset_name,
  :dataset_schema,
  :labels_input_configuration,
  :client_token,
  :training_data_start_time,
  :training_data_end_time,
  :evaluation_data_start_time,
  :evaluation_data_end_time,
  :role_arn,
  :data_pre_processing_configuration,
  :server_side_kms_key_id,
  :tags,
  :off_condition)
  SENSITIVE = []
  include Aws::Structure
end

#training_data_end_time ⇒ Time

Indicates the time reference in the dataset that should be used to end the subset of training data for the machine learning model.

Returns:

  • (Time) 


475
476
477
478
479
480
481
482
483
484
485
486
487
488
489
490
491
492
 
# File 'lib/aws-sdk-lookoutequipment/types.rb', line 475

class CreateModelRequest < Struct.new(
  :model_name,
  :dataset_name,
  :dataset_schema,
  :labels_input_configuration,
  :client_token,
  :training_data_start_time,
  :training_data_end_time,
  :evaluation_data_start_time,
  :evaluation_data_end_time,
  :role_arn,
  :data_pre_processing_configuration,
  :server_side_kms_key_id,
  :tags,
  :off_condition)
  SENSITIVE = []
  include Aws::Structure
end

#training_data_start_time ⇒ Time

Indicates the time reference in the dataset that should be used to begin the subset of training data for the machine learning model.

Returns:

  • (Time) 


475
476
477
478
479
480
481
482
483
484
485
486
487
488
489
490
491
492
 
# File 'lib/aws-sdk-lookoutequipment/types.rb', line 475

class CreateModelRequest < Struct.new(
  :model_name,
  :dataset_name,
  :dataset_schema,
  :labels_input_configuration,
  :client_token,
  :training_data_start_time,
  :training_data_end_time,
  :evaluation_data_start_time,
  :evaluation_data_end_time,
  :role_arn,
  :data_pre_processing_configuration,
  :server_side_kms_key_id,
  :tags,
  :off_condition)
  SENSITIVE = []
  include Aws::Structure
end