Error when download=True #8668
Description
🚀 The feature
Proposed Solution:
I propose adding an interactive confirmation prompt when the dataset directory already exists. Instead of raising an error, the library would prompt the user with:
The dataset directory already exists. Do you want to replace it? (Y/N):
If the user inputs "Y", the existing dataset would be replaced with a fresh download.
If the user inputs "N", the download would be skipped, and the existing dataset would remain untouched, allowing the process to continue without errors.
Motivation, pitch
Current Issue:
When using torchvision.datasets with download=True, if the dataset directory already exists, an error is raised, and the process is halted. This behavior can be disruptive, especially when users may want the option to redownload or replace the existing dataset.
Benefits:
Improved User Control: Users can decide whether they want to redownload the dataset or keep the existing one without experiencing an unexpected error.
Streamlined Workflow: This feature would eliminate the need for users to manually delete the existing dataset directory to avoid errors, simplifying the workflow.
Error Prevention: By preventing abrupt failures, this feature would improve the robustness of code that relies on torchvision.datasets for data handling.
Alternatives
No response
Additional context
No response