Aurora can be seen in Abisko quite often from September until about March! To see Aurora you'll need to be in some dark area, have some patience, and good fortune to be able to see them - not more than that. They appear when nature decides!
The midnight sun can be seen throughout the summer from the end of May to the end of July.