TPTK nuts flush draw facing raise on flop

villain is 12.6/4.2/1.3 around 142 hands.
PokerStars No-Limit Hold'em, $2 BB (6 handed) Poker-Stars Converter Tool from FlopTurnRiver.com (Format: FlopTurnRiver)

CO ($350.60)
Button ($188)
SB ($208.80)
BB ($115)
Hero ($208.20)
MP ($189.30)

Preflop: Hero is UTG with A, J.
Hero raises to $7, MP calls $7, 3 folds, BB calls $5.

Flop: ($22) 8, J, 9 (3 players)
BB checks, Hero bets $15, MP raises to $40, BB folds, Hero ??

call/ reevaluate , shove or fold here?

I would probably shove. If he has a set he probably has to think about a straight, but he could have something like TT maybe? I'm curious to see what some of the more experienced players say about this.

Since you have showdown value and all the draws crushed, I might just call this down.

I'd call and crai the turn. Pot's so big already that he won't be able to fold if he bets the turn.