CleanRoomsML / Client / get_training_dataset
get_training_dataset#
- CleanRoomsML.Client.get_training_dataset(**kwargs)#
Returns information about a training dataset.
See also: AWS API Documentation
Request Syntax
response = client.get_training_dataset( trainingDatasetArn='string' )
- Parameters:
trainingDatasetArn (string) –
[REQUIRED]
The Amazon Resource Name (ARN) of the training dataset that you are interested in.
- Return type:
dict
- Returns:
Response Syntax
{ 'createTime': datetime(2015, 1, 1), 'description': 'string', 'name': 'string', 'roleArn': 'string', 'status': 'ACTIVE', 'tags': { 'string': 'string' }, 'trainingData': [ { 'inputConfig': { 'dataSource': { 'glueDataSource': { 'catalogId': 'string', 'databaseName': 'string', 'tableName': 'string' } }, 'schema': [ { 'columnName': 'string', 'columnTypes': [ 'USER_ID'|'ITEM_ID'|'TIMESTAMP'|'CATEGORICAL_FEATURE'|'NUMERICAL_FEATURE', ] }, ] }, 'type': 'INTERACTIONS' }, ], 'trainingDatasetArn': 'string', 'updateTime': datetime(2015, 1, 1) }
Response Structure
(dict) –
createTime (datetime) –
The time at which the training dataset was created.
description (string) –
The description of the training dataset.
name (string) –
The name of the training dataset.
roleArn (string) –
The IAM role used to read the training data.
status (string) –
The status of the training dataset.
tags (dict) –
The tags that are assigned to this training dataset.
(string) –
(string) –
trainingData (list) –
Metadata about the requested training data.
(dict) –
Defines where the training dataset is located, what type of data it contains, and how to access the data.
inputConfig (dict) –
A DatasetInputConfig object that defines the data source and schema mapping.
dataSource (dict) –
A DataSource object that specifies the Glue data source for the training data.
glueDataSource (dict) –
A GlueDataSource object that defines the catalog ID, database name, and table name for the training data.
catalogId (string) –
The Glue catalog that contains the training data.
databaseName (string) –
The Glue database that contains the training data.
tableName (string) –
The Glue table that contains the training data.
schema (list) –
The schema information for the training data.
(dict) –
Metadata for a column.
columnName (string) –
The name of a column.
columnTypes (list) –
The data type of column.
(string) –
type (string) –
What type of information is found in the dataset.
trainingDatasetArn (string) –
The Amazon Resource Name (ARN) of the training dataset.
updateTime (datetime) –
The most recent time at which the training dataset was updated.
Exceptions
CleanRoomsML.Client.exceptions.ValidationException
CleanRoomsML.Client.exceptions.AccessDeniedException
CleanRoomsML.Client.exceptions.ResourceNotFoundException