Hi ! Indeed it’s not possible to write to an opened dataset anymore (or you may corrupt its data).
Depending on your distributed setup you can either pickle the dataset from one worker to the other (it only pickles the path to the local arrow files to be reloaded, not the actual data), or save the dataset to a new location using save_to_disk and make the other workers reload the dataset from there.