If you want a Delta-marketed non-stop, your choice is a codeshare of a China Eastern flight that operates 7 days a week (in the month I checked). If you want to fly on Delta metal, connect in LAX or SEA. Take a few minutes to understand SkyTeam benefits and Delta benefits on select partners before buying that codeshare.
https://www.delta.com/content/www/en...-benefits.html