Sparking is never a good sign. It probably mean that there is a short, probably in the motor.
In that case, you'll need to replace the motor. It may be beter to have a repairman do the work, but it may be done yourself with some tools and a new motor.
howtomendit.com for free repair help, information and advice.
Try fixfault.com to fix vacuum cleaners.