What form should I file to the State California in case I am treated as resident for the whole year by IRS?
According to this : Which Form Should I File for 2007? (http://www.ftb.ca.gov/forms/07_forms/07_540chart.shtml)
I should file form 540 NR/ part year resident. Is that correct?

When did you move to California? If you moved there some time in 2007, then yes, file 540NR.