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`.

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 898

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)
  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 898

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)
  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 898

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)
  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 898

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)
  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 898

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)
  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 898

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)
  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 898

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)
  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 898

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)
  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 898

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)
  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 898

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)
  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 898

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)
  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 898

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)
  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 898

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)
  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 898

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)
  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 898

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)
  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 898

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)
  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 898

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)
  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 898

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)
  include Aws::Structure
end