This may be a stupid Question... (If so, Sorry.. I am a newbie)

So I was just wondering when airlines offer promotion to fly with their partners. Which airline's miles do you get? Do you get miles from both airlines?

For example, Delta offers skymiles when you book with Continental. Then Do I get both Skymiles and Onepass Miles?

How does this whole thing works?

Thank you!