As I was reading the wikis I learned that the Sparda family have the ability to erase memories! Could this mean Sparda was captured in the canonical Devil May Cry series!
Sparda took Dante and Vergil away from their home, erasing their memories and hiding them, separately, among the humans in order to protect them. Sparda was eventually captured by the demons and condemned to endure eternal agony as a prisoner.
devilmaycry.fandom.com
Days later, having developed feelings for one another during their excursion, Vergil erased both his' and Kat's memories to protect her, leaving only members of The Order who finally located and found Dante, humanity's last hope against the demons.
devilmaycry.fandom.com
The reason I mentioned this is because of this game we got to see what was going to be in DMC V like the home of Sparda family, Family Portrait and them receiving greater power like Vergil dlc from DmC!
Sparda took Dante and Vergil away from their home, erasing their memories and hiding them, separately, among the humans in order to protect them. Sparda was eventually captured by the demons and condemned to endure eternal agony as a prisoner.

Sparda (DmC)
MAIN DEVIL ARM DmC NETFLIX MAINGalleryQuotes Sparda is a major supporting character in DmC: Devil May Cry. Although he has been captured long before the events of the game, his decision to father children with an angel is a driving force behind many of the character's motives, from those who...
Days later, having developed feelings for one another during their excursion, Vergil erased both his' and Kat's memories to protect her, leaving only members of The Order who finally located and found Dante, humanity's last hope against the demons.

DmC: Devil May Cry: The Chronicles of Vergil
DmC: Devil May Cry: The Chronicles of Vergil is a two-part comic series that ties-in to the DmC: Devil May Cry videogame. It tells the story of Vergil and Kat in their quest for Dante prior to the beginning of the game. The story is written by Guillaume Dorison, A.K.A. IZU, and is illustrated by...
The reason I mentioned this is because of this game we got to see what was going to be in DMC V like the home of Sparda family, Family Portrait and them receiving greater power like Vergil dlc from DmC!