LookoutforVision / Client / update_dataset_entries
update_dataset_entries#
- LookoutforVision.Client.update_dataset_entries(**kwargs)#
Adds or updates one or more JSON Line entries in a dataset. A JSON Line includes information about an image used for training or testing an Amazon Lookout for Vision model.
To update an existing JSON Line, use the
source-ref
field to identify the JSON Line. The JSON line that you supply replaces the existing JSON line. Any existing annotations that are not in the new JSON line are removed from the dataset.For more information, see Defining JSON lines for anomaly classification in the Amazon Lookout for Vision Developer Guide.
Note
The images you reference in the
source-ref
field of a JSON line, must be in the same S3 bucket as the existing images in the dataset.Updating a dataset might take a while to complete. To check the current status, call DescribeDataset and check the
Status
field in the response.This operation requires permissions to perform the
lookoutvision:UpdateDatasetEntries
operation.See also: AWS API Documentation
Request Syntax
response = client.update_dataset_entries( ProjectName='string', DatasetType='string', Changes=b'bytes', ClientToken='string' )
- Parameters:
ProjectName (string) –
[REQUIRED]
The name of the project that contains the dataset that you want to update.
DatasetType (string) –
[REQUIRED]
The type of the dataset that you want to update. Specify
train
to update the training dataset. Specifytest
to update the test dataset. If you have a single dataset project, specifytrain
.Changes (bytes) –
[REQUIRED]
The entries to add to the dataset.
ClientToken (string) –
ClientToken is an idempotency token that ensures a call to
UpdateDatasetEntries
completes only once. You choose the value to pass. For example, An issue might prevent you from getting a response fromUpdateDatasetEntries
. In this case, safely retry your call toUpdateDatasetEntries
by using the sameClientToken
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 updates with the same dataset entries. 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 toUpdateDatasetEntries
. An idempotency token is active for 8 hours.This field is autopopulated if not provided.
- Return type:
dict
- Returns:
Response Syntax
{ 'Status': 'CREATE_IN_PROGRESS'|'CREATE_COMPLETE'|'CREATE_FAILED'|'UPDATE_IN_PROGRESS'|'UPDATE_COMPLETE'|'UPDATE_FAILED_ROLLBACK_IN_PROGRESS'|'UPDATE_FAILED_ROLLBACK_COMPLETE'|'DELETE_IN_PROGRESS'|'DELETE_COMPLETE'|'DELETE_FAILED' }
Response Structure
(dict) –
Status (string) –
The status of the dataset update.
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