Class: Aws::MachineLearning::Types::GetDataSourceOutput

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

Overview

Represents the output of a GetDataSource operation and describes a DataSource.

Constant Summary collapse

SENSITIVE =
[]

Instance Attribute Summary collapse

Instance Attribute Details

#compute_statisticsBoolean

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

Returns:

  • (Boolean)


2232
2233
2234
2235
2236
2237
2238
2239
2240
2241
2242
2243
2244
2245
2246
2247
2248
2249
2250
2251
2252
2253
2254
2255
# File 'gems/aws-sdk-machinelearning/lib/aws-sdk-machinelearning/types.rb', line 2232

class GetDataSourceOutput < 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,
  :log_uri,
  :message,
  :redshift_metadata,
  :rds_metadata,
  :role_arn,
  :compute_statistics,
  :compute_time,
  :finished_at,
  :started_at,
  :data_source_schema)
  SENSITIVE = []
  include Aws::Structure
end

#compute_timeInteger

The approximate CPU time in milliseconds that Amazon Machine Learning spent processing the DataSource, normalized and scaled on computation resources. ComputeTime is only available if the DataSource is in the COMPLETED state and the ComputeStatistics is set to true.

Returns:

  • (Integer)


2232
2233
2234
2235
2236
2237
2238
2239
2240
2241
2242
2243
2244
2245
2246
2247
2248
2249
2250
2251
2252
2253
2254
2255
# File 'gems/aws-sdk-machinelearning/lib/aws-sdk-machinelearning/types.rb', line 2232

class GetDataSourceOutput < 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,
  :log_uri,
  :message,
  :redshift_metadata,
  :rds_metadata,
  :role_arn,
  :compute_statistics,
  :compute_time,
  :finished_at,
  :started_at,
  :data_source_schema)
  SENSITIVE = []
  include Aws::Structure
end

#created_atTime

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

Returns:

  • (Time)


2232
2233
2234
2235
2236
2237
2238
2239
2240
2241
2242
2243
2244
2245
2246
2247
2248
2249
2250
2251
2252
2253
2254
2255
# File 'gems/aws-sdk-machinelearning/lib/aws-sdk-machinelearning/types.rb', line 2232

class GetDataSourceOutput < 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,
  :log_uri,
  :message,
  :redshift_metadata,
  :rds_metadata,
  :role_arn,
  :compute_statistics,
  :compute_time,
  :finished_at,
  :started_at,
  :data_source_schema)
  SENSITIVE = []
  include Aws::Structure
end

#created_by_iam_userString

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)


2232
2233
2234
2235
2236
2237
2238
2239
2240
2241
2242
2243
2244
2245
2246
2247
2248
2249
2250
2251
2252
2253
2254
2255
# File 'gems/aws-sdk-machinelearning/lib/aws-sdk-machinelearning/types.rb', line 2232

class GetDataSourceOutput < 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,
  :log_uri,
  :message,
  :redshift_metadata,
  :rds_metadata,
  :role_arn,
  :compute_statistics,
  :compute_time,
  :finished_at,
  :started_at,
  :data_source_schema)
  SENSITIVE = []
  include Aws::Structure
end

#data_location_s3String

The location of the data file or directory in Amazon Simple Storage Service (Amazon S3).

Returns:

  • (String)


2232
2233
2234
2235
2236
2237
2238
2239
2240
2241
2242
2243
2244
2245
2246
2247
2248
2249
2250
2251
2252
2253
2254
2255
# File 'gems/aws-sdk-machinelearning/lib/aws-sdk-machinelearning/types.rb', line 2232

class GetDataSourceOutput < 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,
  :log_uri,
  :message,
  :redshift_metadata,
  :rds_metadata,
  :role_arn,
  :compute_statistics,
  :compute_time,
  :finished_at,
  :started_at,
  :data_source_schema)
  SENSITIVE = []
  include Aws::Structure
end

#data_rearrangementString

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

Returns:

  • (String)


2232
2233
2234
2235
2236
2237
2238
2239
2240
2241
2242
2243
2244
2245
2246
2247
2248
2249
2250
2251
2252
2253
2254
2255
# File 'gems/aws-sdk-machinelearning/lib/aws-sdk-machinelearning/types.rb', line 2232

class GetDataSourceOutput < 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,
  :log_uri,
  :message,
  :redshift_metadata,
  :rds_metadata,
  :role_arn,
  :compute_statistics,
  :compute_time,
  :finished_at,
  :started_at,
  :data_source_schema)
  SENSITIVE = []
  include Aws::Structure
end

#data_size_in_bytesInteger

The total size of observations in the data files.

Returns:

  • (Integer)


2232
2233
2234
2235
2236
2237
2238
2239
2240
2241
2242
2243
2244
2245
2246
2247
2248
2249
2250
2251
2252
2253
2254
2255
# File 'gems/aws-sdk-machinelearning/lib/aws-sdk-machinelearning/types.rb', line 2232

class GetDataSourceOutput < 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,
  :log_uri,
  :message,
  :redshift_metadata,
  :rds_metadata,
  :role_arn,
  :compute_statistics,
  :compute_time,
  :finished_at,
  :started_at,
  :data_source_schema)
  SENSITIVE = []
  include Aws::Structure
end

#data_source_idString

The ID assigned to the DataSource at creation. This value should be identical to the value of the DataSourceId in the request.

Returns:

  • (String)


2232
2233
2234
2235
2236
2237
2238
2239
2240
2241
2242
2243
2244
2245
2246
2247
2248
2249
2250
2251
2252
2253
2254
2255
# File 'gems/aws-sdk-machinelearning/lib/aws-sdk-machinelearning/types.rb', line 2232

class GetDataSourceOutput < 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,
  :log_uri,
  :message,
  :redshift_metadata,
  :rds_metadata,
  :role_arn,
  :compute_statistics,
  :compute_time,
  :finished_at,
  :started_at,
  :data_source_schema)
  SENSITIVE = []
  include Aws::Structure
end

#data_source_schemaString

The schema used by all of the data files of this DataSource.

Note: This parameter is provided as part of the verbose format.

Returns:

  • (String)


2232
2233
2234
2235
2236
2237
2238
2239
2240
2241
2242
2243
2244
2245
2246
2247
2248
2249
2250
2251
2252
2253
2254
2255
# File 'gems/aws-sdk-machinelearning/lib/aws-sdk-machinelearning/types.rb', line 2232

class GetDataSourceOutput < 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,
  :log_uri,
  :message,
  :redshift_metadata,
  :rds_metadata,
  :role_arn,
  :compute_statistics,
  :compute_time,
  :finished_at,
  :started_at,
  :data_source_schema)
  SENSITIVE = []
  include Aws::Structure
end

#finished_atTime

The epoch time when Amazon Machine Learning marked the DataSource as COMPLETED or FAILED. FinishedAt is only available when the DataSource is in the COMPLETED or FAILED state.

Returns:

  • (Time)


2232
2233
2234
2235
2236
2237
2238
2239
2240
2241
2242
2243
2244
2245
2246
2247
2248
2249
2250
2251
2252
2253
2254
2255
# File 'gems/aws-sdk-machinelearning/lib/aws-sdk-machinelearning/types.rb', line 2232

class GetDataSourceOutput < 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,
  :log_uri,
  :message,
  :redshift_metadata,
  :rds_metadata,
  :role_arn,
  :compute_statistics,
  :compute_time,
  :finished_at,
  :started_at,
  :data_source_schema)
  SENSITIVE = []
  include Aws::Structure
end

#last_updated_atTime

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

Returns:

  • (Time)


2232
2233
2234
2235
2236
2237
2238
2239
2240
2241
2242
2243
2244
2245
2246
2247
2248
2249
2250
2251
2252
2253
2254
2255
# File 'gems/aws-sdk-machinelearning/lib/aws-sdk-machinelearning/types.rb', line 2232

class GetDataSourceOutput < 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,
  :log_uri,
  :message,
  :redshift_metadata,
  :rds_metadata,
  :role_arn,
  :compute_statistics,
  :compute_time,
  :finished_at,
  :started_at,
  :data_source_schema)
  SENSITIVE = []
  include Aws::Structure
end

#log_uriString

A link to the file containing logs of CreateDataSourceFrom* operations.

Returns:

  • (String)


2232
2233
2234
2235
2236
2237
2238
2239
2240
2241
2242
2243
2244
2245
2246
2247
2248
2249
2250
2251
2252
2253
2254
2255
# File 'gems/aws-sdk-machinelearning/lib/aws-sdk-machinelearning/types.rb', line 2232

class GetDataSourceOutput < 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,
  :log_uri,
  :message,
  :redshift_metadata,
  :rds_metadata,
  :role_arn,
  :compute_statistics,
  :compute_time,
  :finished_at,
  :started_at,
  :data_source_schema)
  SENSITIVE = []
  include Aws::Structure
end

#messageString

The user-supplied description of the most recent details about creating the DataSource.

Returns:

  • (String)


2232
2233
2234
2235
2236
2237
2238
2239
2240
2241
2242
2243
2244
2245
2246
2247
2248
2249
2250
2251
2252
2253
2254
2255
# File 'gems/aws-sdk-machinelearning/lib/aws-sdk-machinelearning/types.rb', line 2232

class GetDataSourceOutput < 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,
  :log_uri,
  :message,
  :redshift_metadata,
  :rds_metadata,
  :role_arn,
  :compute_statistics,
  :compute_time,
  :finished_at,
  :started_at,
  :data_source_schema)
  SENSITIVE = []
  include Aws::Structure
end

#nameString

A user-supplied name or description of the DataSource.

Returns:

  • (String)


2232
2233
2234
2235
2236
2237
2238
2239
2240
2241
2242
2243
2244
2245
2246
2247
2248
2249
2250
2251
2252
2253
2254
2255
# File 'gems/aws-sdk-machinelearning/lib/aws-sdk-machinelearning/types.rb', line 2232

class GetDataSourceOutput < 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,
  :log_uri,
  :message,
  :redshift_metadata,
  :rds_metadata,
  :role_arn,
  :compute_statistics,
  :compute_time,
  :finished_at,
  :started_at,
  :data_source_schema)
  SENSITIVE = []
  include Aws::Structure
end

#number_of_filesInteger

The number of data files referenced by the DataSource.

Returns:

  • (Integer)


2232
2233
2234
2235
2236
2237
2238
2239
2240
2241
2242
2243
2244
2245
2246
2247
2248
2249
2250
2251
2252
2253
2254
2255
# File 'gems/aws-sdk-machinelearning/lib/aws-sdk-machinelearning/types.rb', line 2232

class GetDataSourceOutput < 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,
  :log_uri,
  :message,
  :redshift_metadata,
  :rds_metadata,
  :role_arn,
  :compute_statistics,
  :compute_time,
  :finished_at,
  :started_at,
  :data_source_schema)
  SENSITIVE = []
  include Aws::Structure
end

#rds_metadataTypes::RDSMetadata

The datasource details that are specific to Amazon RDS.

Returns:



2232
2233
2234
2235
2236
2237
2238
2239
2240
2241
2242
2243
2244
2245
2246
2247
2248
2249
2250
2251
2252
2253
2254
2255
# File 'gems/aws-sdk-machinelearning/lib/aws-sdk-machinelearning/types.rb', line 2232

class GetDataSourceOutput < 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,
  :log_uri,
  :message,
  :redshift_metadata,
  :rds_metadata,
  :role_arn,
  :compute_statistics,
  :compute_time,
  :finished_at,
  :started_at,
  :data_source_schema)
  SENSITIVE = []
  include Aws::Structure
end

#redshift_metadataTypes::RedshiftMetadata

Describes the DataSource details specific to Amazon Redshift.



2232
2233
2234
2235
2236
2237
2238
2239
2240
2241
2242
2243
2244
2245
2246
2247
2248
2249
2250
2251
2252
2253
2254
2255
# File 'gems/aws-sdk-machinelearning/lib/aws-sdk-machinelearning/types.rb', line 2232

class GetDataSourceOutput < 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,
  :log_uri,
  :message,
  :redshift_metadata,
  :rds_metadata,
  :role_arn,
  :compute_statistics,
  :compute_time,
  :finished_at,
  :started_at,
  :data_source_schema)
  SENSITIVE = []
  include Aws::Structure
end

#role_arnString

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

Returns:

  • (String)


2232
2233
2234
2235
2236
2237
2238
2239
2240
2241
2242
2243
2244
2245
2246
2247
2248
2249
2250
2251
2252
2253
2254
2255
# File 'gems/aws-sdk-machinelearning/lib/aws-sdk-machinelearning/types.rb', line 2232

class GetDataSourceOutput < 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,
  :log_uri,
  :message,
  :redshift_metadata,
  :rds_metadata,
  :role_arn,
  :compute_statistics,
  :compute_time,
  :finished_at,
  :started_at,
  :data_source_schema)
  SENSITIVE = []
  include Aws::Structure
end

#started_atTime

The epoch time when Amazon Machine Learning marked the DataSource as INPROGRESS. StartedAt isn't available if the DataSource is in the PENDING state.

Returns:

  • (Time)


2232
2233
2234
2235
2236
2237
2238
2239
2240
2241
2242
2243
2244
2245
2246
2247
2248
2249
2250
2251
2252
2253
2254
2255
# File 'gems/aws-sdk-machinelearning/lib/aws-sdk-machinelearning/types.rb', line 2232

class GetDataSourceOutput < 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,
  :log_uri,
  :message,
  :redshift_metadata,
  :rds_metadata,
  :role_arn,
  :compute_statistics,
  :compute_time,
  :finished_at,
  :started_at,
  :data_source_schema)
  SENSITIVE = []
  include Aws::Structure
end

#statusString

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

  • PENDING - 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)


2232
2233
2234
2235
2236
2237
2238
2239
2240
2241
2242
2243
2244
2245
2246
2247
2248
2249
2250
2251
2252
2253
2254
2255
# File 'gems/aws-sdk-machinelearning/lib/aws-sdk-machinelearning/types.rb', line 2232

class GetDataSourceOutput < 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,
  :log_uri,
  :message,
  :redshift_metadata,
  :rds_metadata,
  :role_arn,
  :compute_statistics,
  :compute_time,
  :finished_at,
  :started_at,
  :data_source_schema)
  SENSITIVE = []
  include Aws::Structure
end