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

Inherits:
Struct
  • Object
show all
Defined in:
gems/aws-sdk-machinelearning/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_statisticsBoolean

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)


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# File 'gems/aws-sdk-machinelearning/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_idString

A user-supplied identifier that uniquely identifies the DataSource.

Returns:

  • (String)


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# File 'gems/aws-sdk-machinelearning/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_nameString

A user-supplied name or description of the DataSource.

Returns:

  • (String)


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# File 'gems/aws-sdk-machinelearning/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_specTypes::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:



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# File 'gems/aws-sdk-machinelearning/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