Is delete by query safe for large collections, where you want to delete a lot of rows? Or is it better to extract the IDs, and then submit smaller batch deletion requests?

Delete by query already works internally via smaller batches. However doing the extraction + smaller batch deletion is a safer approach for large collections.

Thank you. Safer as in less likely to timeout/error out, or data integrity?

You've more control..for e.g can stop