class Aws::MachineLearning::Types::DataSource
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`.
@!attribute [rw] data_source_id
The ID that is assigned to the `DataSource` during creation. @return [String]
@!attribute [rw] data_location_s3
The location and name of the data in Amazon Simple Storage Service (Amazon S3) that is used by a `DataSource`. @return [String]
@!attribute [rw] data_rearrangement
A JSON string that represents the splitting and rearrangement requirement used when this `DataSource` was created. @return [String]
@!attribute [rw] created_by_iam_user
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. @return [String]
@!attribute [rw] created_at
The time that the `DataSource` was created. The time is expressed in epoch time. @return [Time]
@!attribute [rw] last_updated_at
The time of the most recent edit to the `BatchPrediction`. The time is expressed in epoch time. @return [Time]
@!attribute [rw] data_size_in_bytes
The total number of observations contained in the data files that the `DataSource` references. @return [Integer]
@!attribute [rw] number_of_files
The number of data files referenced by the `DataSource`. @return [Integer]
@!attribute [rw] name
A user-supplied name or description of the `DataSource`. @return [String]
@!attribute [rw] status
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. @return [String]
@!attribute [rw] message
A description of the most recent details about creating the `DataSource`. @return [String]
@!attribute [rw] redshift_metadata
Describes the `DataSource` details specific to Amazon Redshift. @return [Types::RedshiftMetadata]
@!attribute [rw] rds_metadata
The datasource details that are specific to Amazon RDS. @return [Types::RDSMetadata]
@!attribute [rw] role_arn
The Amazon Resource Name (ARN) of an [AWS IAM Role][1], such as the following: arn:aws:iam::account:role/rolename. [1]: https://docs.aws.amazon.com/IAM/latest/UserGuide/roles-toplevel.html#roles-about-termsandconcepts @return [String]
@!attribute [rw] compute_statistics
The parameter is `true` if statistics need to be generated from the observation data. @return [Boolean]
@!attribute [rw] compute_time
Long integer type that is a 64-bit signed number. @return [Integer]
@!attribute [rw] finished_at
A timestamp represented in epoch time. @return [Time]
@!attribute [rw] started_at
A timestamp represented in epoch time. @return [Time]
Constants
- SENSITIVE