Now, I could be wrong (I often am) but I think if they go to arrest someone and the evidence is in plain sight, a search warrant is not needed. They may need a search warrant to look for further evidence, but I'm not sure.
Um, here's a legal definition of a search warrant.. if you can understand all of the legalese. ;-)
http://www.lectlaw.com/def2/s117.htm