The stats I can find suggest Greece ran a primary deficit pretty consistently starting in 2002 --- long before the crisis --- in fact, they appear to have run a primary deficit during the boom years that preceded the crisis.
Greece's GDP nearly tripled from 2000 to 2008. Their debt to GDP was comparable to other European nations until 2008 (105% of GDP).