ENGROSSED

[adjective] - giving all your attention to something; absorbedShe was so engrossed by/in the book that she forgot the cakes in the oven.They were so engrossed with what they were doing that they didn't hear me come in.The film was so interesting that before long I was deeply/completely engrossed.