The example is:

def convert_arg_line_to_args(self, arg_line):
    for arg in arg_line.split():
        if not arg.strip():
            continue
        yield arg

str.split() with default delimiters never returns empty or whitespace strings in the list.

>>> '  x  x  '.split()
['x', 'x']
>>> '  '.split()
[]
>>>

Therefore, the if condition doesn't ever continue the loop.
It can be written:

def convert_arg_line_to_args(self, arg_line):
    for arg in arg_line.split():
        yield arg

It's the same as:

def convert_arg_line_to_args(self, arg_line):
    return iter(arg_line.split())

I guess, nothing uses next() for the result:

def convert_arg_line_to_args(self, arg_line):
    return arg_line.split()

Applied a patch with the last variant.