Law enforcement sources tell us Boog was arrested late afternoon for "corporal punishment on a spouse" as well as for outstanding warrants relating to an allegedly bad driving record.
Neighbors tell TMZ they heard screaming in the house earlier in the day -- and when cops finally showed up, they rolled deep with 6 or 7 squad cars.
We're told police stayed for about an hour. No confirmation on who else was involved.
J-Boog -- who is unmarried -- is reportedly still dating his baby mama.