tested on openEbooks 4.0.1 on Android Pixel 2, OS 8.1.0
When I tap "Get" and then "cancel" the book continues to download. I tried this at 0%, 5%, 30% etc. but didn't manage to actually cancel any book downloads that I tried.
This may have been this way for awhile, since the openEbooks first-launch testing was done on iOS.