Class: Aws::MachineLearning::Types::CreateDataSourceFromS3Input

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

Overview

Note:

When making an API call, you may pass CreateDataSourceFromS3Input data as a hash:

{
  data_source_id: "EntityId", # required
  data_source_name: "EntityName",
  data_spec: { # required
    data_location_s3: "S3Url", # required
    data_rearrangement: "DataRearrangement",
    data_schema: "DataSchema",
    data_schema_location_s3: "S3Url",
  },
  compute_statistics: false,
}

Instance Attribute Summary collapse

Instance Attribute Details

#compute_statistics ⇒ Boolean

The compute statistics for a ‘DataSource`. The statistics are generated from the observation data referenced by a `DataSource`. Amazon ML uses the statistics internally during `MLModel` training. This parameter must be set to `true` if the “DataSource“ needs to be used for `MLModel` training.

Returns:

  • (Boolean) 


540
541
542
543
544
545
546
 
# File 'lib/aws-sdk-machinelearning/types.rb', line 540

class CreateDataSourceFromS3Input < Struct.new(
  :data_source_id,
  :data_source_name,
  :data_spec,
  :compute_statistics)
  include Aws::Structure
end

#data_source_id ⇒ String

A user-supplied identifier that uniquely identifies the ‘DataSource`.

Returns:

  • (String) 


540
541
542
543
544
545
546
 
# File 'lib/aws-sdk-machinelearning/types.rb', line 540

class CreateDataSourceFromS3Input < Struct.new(
  :data_source_id,
  :data_source_name,
  :data_spec,
  :compute_statistics)
  include Aws::Structure
end

#data_source_name ⇒ String

A user-supplied name or description of the ‘DataSource`.

Returns:

  • (String) 


540
541
542
543
544
545
546
 
# File 'lib/aws-sdk-machinelearning/types.rb', line 540

class CreateDataSourceFromS3Input < Struct.new(
  :data_source_id,
  :data_source_name,
  :data_spec,
  :compute_statistics)
  include Aws::Structure
end

#data_spec ⇒ Types::S3DataSpec

The data specification of a ‘DataSource`:

  • DataLocationS3 - The Amazon S3 location of the observation data.

  • DataSchemaLocationS3 - The Amazon S3 location of the ‘DataSchema`.

  • DataSchema - A JSON string representing the schema. This is not required if ‘DataSchemaUri` is specified.

  • DataRearrangement - A JSON string that represents the splitting and rearrangement requirements for the ‘Datasource`.

    Sample - ‘ “”splitting“:{”percentBegin“:10,”percentEnd“:60}”`

Returns:



540
541
542
543
544
545
546
 
# File 'lib/aws-sdk-machinelearning/types.rb', line 540

class CreateDataSourceFromS3Input < Struct.new(
  :data_source_id,
  :data_source_name,
  :data_spec,
  :compute_statistics)
  include Aws::Structure
end