Hello. I'm experiencing troubles when trying to save a

TensorFlowModelDataset

to Azure Blob Storage. The error doesn't reproduce when saving to the local fs. A short writeup can be found here https://github.com/kedro-org/kedro-plugins/issues/839. Please help 😄? This might be related to a previous issue with this dataset and fsspec...

Thanks for reporting this @Nelson Zambrano, we'll try work on this asap, but any help is appreciated. We don't have an Azure setup ready, so it might take us some time to reproduce and debug.

```'azureml/modelling/reprecios/data/06_models/run_2024-09-09' because a file with the same name already exists in the

directory. This is likely because versioning was enabled on a dataset already saved previously. Either remove

'model_prestamos.keras' from the directory or manually convert it into a versioned dataset by placing it in a

versioned directory (e.g. with default versioning format

'azureml/modelling/reprecios/data/06_models/run_2024-09-09/model_prestamos.keras/YYYY-MM-DDThh.mm.ss.sssZ/model_pre

stamos.keras').```

This is straight from the error you post. Did you have a file that has exactly the same name? This could happen when you first use the datasets as a non-version dataset (created a file), then change the config to a versioned dataset, that requires to create a folder name same as the file.

@Nok Lam Chan The file isn't created or doesn't exist at any point in the ABS.

versioned

was always set to

False

@Merel I've updated the GitHub issue with an example. If I can assist with tests in my Azure environment, I’d be glad to help!