Terry J. Reedy added the comment:

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You are right, I missed the outer 's, though my examples are not completely 
irrelevant. Eval looks inside the inner quotes for a coding line in certain 
circumstances, or maybe it always looks and we do not notice when there is not 
problem.  Here are some of my results on US Win 7, cp1252, 3.4.1, interactive 
prompt, idle

pass: eval(u'"""# -*- coding: utf-8 -*-\na"""')
fail: eval(u'"""\n# -*- coding: utf-8 -*-\na"""')
  since coding can be on line 1 or 2, these should be same
pass: eval(u'"""\n\n# -*- coding: utf-8 -*-\na"""')
  coding on 3rd line should be ignored
fail: eval(u'"""\\\n# -*- coding: utf-8 -*-\na"""')
  logically, this matches the first example; physically, the second
pass: eval(u'"""# -*- coding: utf-8 -*-\na€"""')
  but € prints as \xc2\x80', its utf-8 encoding as pasted in

>From file, saved from Idle editor as cp1252
pass: print(eval("# -*- coding: utf-8 -*-\n'euro€'"))
  no u prefix, € prints as €
fail: print(eval(u"# -*- coding: utf-8 -*-\n'euro€'"))

Save the following two lines in one file as utf-8
pass: print(eval("# -*- coding: utf-8 -*-\n'euro€'"))
print(eval(u"# -*- coding: utf-8 -*-\n'euro∢'"))
  but € & ∢ print as '€' & '∢'
  adding # -*- coding: utf-8 -*- line makes no difference
  adding u prefix fails either way

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Python tracker <rep...@bugs.python.org>
<http://bugs.python.org/issue22221>
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