delete_dataset

delete_dataset(**kwargs)

Deletes an existing Amazon Lookout for Vision dataset .

If your the project has a single dataset, you must create a new dataset before you can create a model.

If you project has a training dataset and a test dataset consider the following.

• If you delete the test dataset, your project reverts to a single dataset project. If you then train the model, Amazon Lookout for Vision internally splits the remaining dataset into a training and test dataset.
• If you delete the training dataset, you must create a training dataset before you can create a model.

This operation requires permissions to perform the lookoutvision:DeleteDataset operation.

See also: AWS API Documentation

Request Syntax

response = client.delete_dataset(
    ProjectName='string',
    DatasetType='string',
    ClientToken='string'
)

Parameters

• ProjectName (string) --

  [REQUIRED]

  The name of the project that contains the dataset that you want to delete.

• DatasetType (string) --

  [REQUIRED]

  The type of the dataset to delete. Specify train to delete the training dataset. Specify test to delete the test dataset. To delete the dataset in a single dataset project, specify train .

• ClientToken (string) --

  ClientToken is an idempotency token that ensures a call to DeleteDataset completes only once. You choose the value to pass. For example, An issue might prevent you from getting a response from DeleteDataset . In this case, safely retry your call to DeleteDataset by using the same ClientToken parameter value.

  If you don't supply a value for ClientToken , the AWS SDK you are using inserts a value for you. This prevents retries after a network error from making multiple deletetion requests. You'll need to provide your own value for other use cases.

  An error occurs if the other input parameters are not the same as in the first request. Using a different value for ClientToken is considered a new call to DeleteDataset . An idempotency token is active for 8 hours.

  This field is autopopulated if not provided.

Return type

dict

Returns

Response Syntax

{}

Response Structure

• (dict) --

Exceptions

• LookoutforVision.Client.exceptions.AccessDeniedException
• LookoutforVision.Client.exceptions.InternalServerException
• LookoutforVision.Client.exceptions.ValidationException
• LookoutforVision.Client.exceptions.ConflictException
• LookoutforVision.Client.exceptions.ResourceNotFoundException
• LookoutforVision.Client.exceptions.ThrottlingException