Happens to us on the odd occasion, try either MDR or oilflo 141, or a good solvent based cleaner, to do it with a scraper, even a 4 " one would take forever.
The last one we did was on a brand new, very large solid oak conservatory, they had sprayed all the wood with a special treatment, without thinking to cover the glass!!
Took us two days with three people to get it clean and cost them nearly £1000 for it.