Permission error in load_dataset() from datasets library

Question

I'm trying to get Wikisql dataset using the following code snippet.

from datasets import load_dataset
import random, warnings
warnings.filterwarnings("ignore")

valid_dataset = load_dataset('wikisql', split='validation')

valid_dataset[0]

But it throws following error. I am not the administrator, but this error occurs in certain datasets only.

PermissionError: [WinError 5] Access is denied: 'C:\\Users\\XXXXXX\\.cache\\huggingface\\datasets\\wiki_sql\\default\\0.1.0\\2e98053891fd8f9b2c4348bba609ce40cc0a4d7f621191cebcd7cb558b5f8a70.incomplete' -> 'C:\\Users\\XXXXXX\\.cache\\huggingface\\datasets\\wiki_sql\\default\\0.1.0\\2e98053891fd8f9b2c4348bba609ce40cc0a4d7f621191cebcd7cb558b5f8a70'

As this appeared to be permission error in C drive, tried changing the cache directory, but still same error coming from that location.

dataset = load_dataset('wikisql', split='validation', cache_dir="PATH/TO/MY/CACHE/DIR")

Any help would be highly appriciated. I am using datasets==1.4.1