Direct tax? No, because not by proportion. Excise tax? No because the tax is on what you don’t buy, not on what you buy. Income tax? I don’t think so. Thus this must be a tax not authorized by the Constitution.
It can be repealed in July by Congress. Perhaps there will be more than enough Democrat Senators willing to vote to save their careers.