Well, the cancel option is available only if you do background re-indexing. And yes it is safe. If you cancel you will have partially indexes correctly so you just need to start it again when you are ready with your other changes.
I have done that multiple times and haven't seen any issues. You can try the integrity check just to make sure everything is fine.
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