I am suddenly getting thousands of spam emails a day for the last week.

If the emails are thanking you for signing up for a newsletter or subscription, this is something serious. It is not a "spam" problem but is a sign that someone is trying to steal from you.

 If it is just normal, random spam, just hit the delete button as fast as the emails arrive.