Class: Aws::MachineLearning::Types::DataSource

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

Overview

Represents the output of the GetDataSource operation.

The content consists of the detailed metadata and data file information and the current status of the DataSource.

Constant Summary collapse

SENSITIVE = 
[]

Instance Attribute Summary collapse

Instance Attribute Details

#compute_statistics ⇒ Boolean

The parameter is true if statistics need to be generated from the observation data.

Returns:

  • (Boolean) 


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# File 'lib/aws-sdk-machinelearning/types.rb', line 803

class DataSource < Struct.new(
  :data_source_id,
  :data_location_s3,
  :data_rearrangement,
  :created_by_iam_user,
  :created_at,
  :last_updated_at,
  :data_size_in_bytes,
  :number_of_files,
  :name,
  :status,
  :message,
  :redshift_metadata,
  :rds_metadata,
  :role_arn,
  :compute_statistics,
  :compute_time,
  :finished_at,
  :started_at)
  SENSITIVE = []
  include Aws::Structure
end

#compute_time ⇒ Integer

Long integer type that is a 64-bit signed number.

Returns:

  • (Integer) 


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# File 'lib/aws-sdk-machinelearning/types.rb', line 803

class DataSource < Struct.new(
  :data_source_id,
  :data_location_s3,
  :data_rearrangement,
  :created_by_iam_user,
  :created_at,
  :last_updated_at,
  :data_size_in_bytes,
  :number_of_files,
  :name,
  :status,
  :message,
  :redshift_metadata,
  :rds_metadata,
  :role_arn,
  :compute_statistics,
  :compute_time,
  :finished_at,
  :started_at)
  SENSITIVE = []
  include Aws::Structure
end

#created_at ⇒ Time

The time that the DataSource was created. The time is expressed in epoch time.

Returns:

  • (Time) 


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# File 'lib/aws-sdk-machinelearning/types.rb', line 803

class DataSource < Struct.new(
  :data_source_id,
  :data_location_s3,
  :data_rearrangement,
  :created_by_iam_user,
  :created_at,
  :last_updated_at,
  :data_size_in_bytes,
  :number_of_files,
  :name,
  :status,
  :message,
  :redshift_metadata,
  :rds_metadata,
  :role_arn,
  :compute_statistics,
  :compute_time,
  :finished_at,
  :started_at)
  SENSITIVE = []
  include Aws::Structure
end

#created_by_iam_user ⇒ String

The AWS user account from which the DataSource was created. The account type can be either an AWS root account or an AWS Identity and Access Management (IAM) user account.

Returns:

  • (String) 


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# File 'lib/aws-sdk-machinelearning/types.rb', line 803

class DataSource < Struct.new(
  :data_source_id,
  :data_location_s3,
  :data_rearrangement,
  :created_by_iam_user,
  :created_at,
  :last_updated_at,
  :data_size_in_bytes,
  :number_of_files,
  :name,
  :status,
  :message,
  :redshift_metadata,
  :rds_metadata,
  :role_arn,
  :compute_statistics,
  :compute_time,
  :finished_at,
  :started_at)
  SENSITIVE = []
  include Aws::Structure
end

#data_location_s3 ⇒ String

The location and name of the data in Amazon Simple Storage Service (Amazon S3) that is used by a DataSource.

Returns:

  • (String) 


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# File 'lib/aws-sdk-machinelearning/types.rb', line 803

class DataSource < Struct.new(
  :data_source_id,
  :data_location_s3,
  :data_rearrangement,
  :created_by_iam_user,
  :created_at,
  :last_updated_at,
  :data_size_in_bytes,
  :number_of_files,
  :name,
  :status,
  :message,
  :redshift_metadata,
  :rds_metadata,
  :role_arn,
  :compute_statistics,
  :compute_time,
  :finished_at,
  :started_at)
  SENSITIVE = []
  include Aws::Structure
end

#data_rearrangement ⇒ String

A JSON string that represents the splitting and rearrangement requirement used when this DataSource was created.

Returns:

  • (String) 


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# File 'lib/aws-sdk-machinelearning/types.rb', line 803

class DataSource < Struct.new(
  :data_source_id,
  :data_location_s3,
  :data_rearrangement,
  :created_by_iam_user,
  :created_at,
  :last_updated_at,
  :data_size_in_bytes,
  :number_of_files,
  :name,
  :status,
  :message,
  :redshift_metadata,
  :rds_metadata,
  :role_arn,
  :compute_statistics,
  :compute_time,
  :finished_at,
  :started_at)
  SENSITIVE = []
  include Aws::Structure
end

#data_size_in_bytes ⇒ Integer

The total number of observations contained in the data files that the DataSource references.

Returns:

  • (Integer) 


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# File 'lib/aws-sdk-machinelearning/types.rb', line 803

class DataSource < Struct.new(
  :data_source_id,
  :data_location_s3,
  :data_rearrangement,
  :created_by_iam_user,
  :created_at,
  :last_updated_at,
  :data_size_in_bytes,
  :number_of_files,
  :name,
  :status,
  :message,
  :redshift_metadata,
  :rds_metadata,
  :role_arn,
  :compute_statistics,
  :compute_time,
  :finished_at,
  :started_at)
  SENSITIVE = []
  include Aws::Structure
end

#data_source_id ⇒ String

The ID that is assigned to the DataSource during creation.

Returns:

  • (String) 


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# File 'lib/aws-sdk-machinelearning/types.rb', line 803

class DataSource < Struct.new(
  :data_source_id,
  :data_location_s3,
  :data_rearrangement,
  :created_by_iam_user,
  :created_at,
  :last_updated_at,
  :data_size_in_bytes,
  :number_of_files,
  :name,
  :status,
  :message,
  :redshift_metadata,
  :rds_metadata,
  :role_arn,
  :compute_statistics,
  :compute_time,
  :finished_at,
  :started_at)
  SENSITIVE = []
  include Aws::Structure
end

#finished_at ⇒ Time

A timestamp represented in epoch time.

Returns:

  • (Time) 


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# File 'lib/aws-sdk-machinelearning/types.rb', line 803

class DataSource < Struct.new(
  :data_source_id,
  :data_location_s3,
  :data_rearrangement,
  :created_by_iam_user,
  :created_at,
  :last_updated_at,
  :data_size_in_bytes,
  :number_of_files,
  :name,
  :status,
  :message,
  :redshift_metadata,
  :rds_metadata,
  :role_arn,
  :compute_statistics,
  :compute_time,
  :finished_at,
  :started_at)
  SENSITIVE = []
  include Aws::Structure
end

#last_updated_at ⇒ Time

The time of the most recent edit to the BatchPrediction. The time is expressed in epoch time.

Returns:

  • (Time) 


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# File 'lib/aws-sdk-machinelearning/types.rb', line 803

class DataSource < Struct.new(
  :data_source_id,
  :data_location_s3,
  :data_rearrangement,
  :created_by_iam_user,
  :created_at,
  :last_updated_at,
  :data_size_in_bytes,
  :number_of_files,
  :name,
  :status,
  :message,
  :redshift_metadata,
  :rds_metadata,
  :role_arn,
  :compute_statistics,
  :compute_time,
  :finished_at,
  :started_at)
  SENSITIVE = []
  include Aws::Structure
end

#message ⇒ String

A description of the most recent details about creating the DataSource.

Returns:

  • (String) 


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# File 'lib/aws-sdk-machinelearning/types.rb', line 803

class DataSource < Struct.new(
  :data_source_id,
  :data_location_s3,
  :data_rearrangement,
  :created_by_iam_user,
  :created_at,
  :last_updated_at,
  :data_size_in_bytes,
  :number_of_files,
  :name,
  :status,
  :message,
  :redshift_metadata,
  :rds_metadata,
  :role_arn,
  :compute_statistics,
  :compute_time,
  :finished_at,
  :started_at)
  SENSITIVE = []
  include Aws::Structure
end

#name ⇒ String

A user-supplied name or description of the DataSource.

Returns:

  • (String) 


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# File 'lib/aws-sdk-machinelearning/types.rb', line 803

class DataSource < Struct.new(
  :data_source_id,
  :data_location_s3,
  :data_rearrangement,
  :created_by_iam_user,
  :created_at,
  :last_updated_at,
  :data_size_in_bytes,
  :number_of_files,
  :name,
  :status,
  :message,
  :redshift_metadata,
  :rds_metadata,
  :role_arn,
  :compute_statistics,
  :compute_time,
  :finished_at,
  :started_at)
  SENSITIVE = []
  include Aws::Structure
end

#number_of_files ⇒ Integer

The number of data files referenced by the DataSource.

Returns:

  • (Integer) 


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# File 'lib/aws-sdk-machinelearning/types.rb', line 803

class DataSource < Struct.new(
  :data_source_id,
  :data_location_s3,
  :data_rearrangement,
  :created_by_iam_user,
  :created_at,
  :last_updated_at,
  :data_size_in_bytes,
  :number_of_files,
  :name,
  :status,
  :message,
  :redshift_metadata,
  :rds_metadata,
  :role_arn,
  :compute_statistics,
  :compute_time,
  :finished_at,
  :started_at)
  SENSITIVE = []
  include Aws::Structure
end

#rds_metadata ⇒ Types::RDSMetadata

The datasource details that are specific to Amazon RDS.

Returns:



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# File 'lib/aws-sdk-machinelearning/types.rb', line 803

class DataSource < Struct.new(
  :data_source_id,
  :data_location_s3,
  :data_rearrangement,
  :created_by_iam_user,
  :created_at,
  :last_updated_at,
  :data_size_in_bytes,
  :number_of_files,
  :name,
  :status,
  :message,
  :redshift_metadata,
  :rds_metadata,
  :role_arn,
  :compute_statistics,
  :compute_time,
  :finished_at,
  :started_at)
  SENSITIVE = []
  include Aws::Structure
end

#redshift_metadata ⇒ Types::RedshiftMetadata

Describes the DataSource details specific to Amazon Redshift.

Returns:



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# File 'lib/aws-sdk-machinelearning/types.rb', line 803

class DataSource < Struct.new(
  :data_source_id,
  :data_location_s3,
  :data_rearrangement,
  :created_by_iam_user,
  :created_at,
  :last_updated_at,
  :data_size_in_bytes,
  :number_of_files,
  :name,
  :status,
  :message,
  :redshift_metadata,
  :rds_metadata,
  :role_arn,
  :compute_statistics,
  :compute_time,
  :finished_at,
  :started_at)
  SENSITIVE = []
  include Aws::Structure
end

#role_arn ⇒ String

The Amazon Resource Name (ARN) of an [AWS IAM Role], such as the following: arn:aws:iam::account:role/rolename.

[1]: docs.aws.amazon.com/IAM/latest/UserGuide/roles-toplevel.html#roles-about-termsandconcepts

Returns:

  • (String) 


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# File 'lib/aws-sdk-machinelearning/types.rb', line 803

class DataSource < Struct.new(
  :data_source_id,
  :data_location_s3,
  :data_rearrangement,
  :created_by_iam_user,
  :created_at,
  :last_updated_at,
  :data_size_in_bytes,
  :number_of_files,
  :name,
  :status,
  :message,
  :redshift_metadata,
  :rds_metadata,
  :role_arn,
  :compute_statistics,
  :compute_time,
  :finished_at,
  :started_at)
  SENSITIVE = []
  include Aws::Structure
end

#started_at ⇒ Time

A timestamp represented in epoch time.

Returns:

  • (Time) 


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# File 'lib/aws-sdk-machinelearning/types.rb', line 803

class DataSource < Struct.new(
  :data_source_id,
  :data_location_s3,
  :data_rearrangement,
  :created_by_iam_user,
  :created_at,
  :last_updated_at,
  :data_size_in_bytes,
  :number_of_files,
  :name,
  :status,
  :message,
  :redshift_metadata,
  :rds_metadata,
  :role_arn,
  :compute_statistics,
  :compute_time,
  :finished_at,
  :started_at)
  SENSITIVE = []
  include Aws::Structure
end

#status ⇒ String

The current status of the DataSource. This element can have one of the following values:

  • PENDING - Amazon Machine Learning (Amazon ML) submitted a request to create a DataSource.

  • INPROGRESS - The creation process is underway.

  • FAILED - The request to create a DataSource did not run to completion. It is not usable.

  • COMPLETED - The creation process completed successfully.

  • DELETED - The DataSource is marked as deleted. It is not usable.

Returns:

  • (String) 


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# File 'lib/aws-sdk-machinelearning/types.rb', line 803

class DataSource < Struct.new(
  :data_source_id,
  :data_location_s3,
  :data_rearrangement,
  :created_by_iam_user,
  :created_at,
  :last_updated_at,
  :data_size_in_bytes,
  :number_of_files,
  :name,
  :status,
  :message,
  :redshift_metadata,
  :rds_metadata,
  :role_arn,
  :compute_statistics,
  :compute_time,
  :finished_at,
  :started_at)
  SENSITIVE = []
  include Aws::Structure
end