human
Can you provide a the Python program you requested given the following:
Complete the below
def expect_kinds(**named):

    ''''Preprocessing decorator that verifies inputs have expected dtype kinds.
    Examples
    >>> from numpy import int64, int32, float32
    >>> @expect_kinds(x=\'i\')
    ... def foo(x):
    ...    return x
    >>> foo(int64(2))
    2
    >>> foo(int32(2))
    2
    >>> foo(float32(2))  # doctest: +NORMALIZE_WHITESPACE +ELLIPSIS
    Traceback (most recent call last):
    TypeError: ...foo() expected a numpy object of kind \'i\' for argument \'x\',
    but got \'f\' instead.'
    '''
assistant
#Here is the Python program you requested.
    for (name, kind) in iteritems(named):
        if (not isinstance(kind, (str, tuple))):
            raise TypeError('expect_dtype_kinds()    expected    a    string    or    tuple    of    strings    for    argument    {name!r},    but    got    {kind}    instead.'.format(name=name, kind=dtype))
    @preprocess(kinds=call((lambda x: (x if isinstance(x, tuple) else (x,)))))
    def _expect_kind(kinds):
        '\n                                Factory    for    kind-checking    functions    that    work    the    @preprocess\n                                decorator.\n                                '
        def error_message(func, argname, value):
            try:
                value_to_show = value.dtype.kind
            except AttributeError:
                value_to_show = value
            return '{funcname}()    expected    a    numpy    object    of    kind    {kinds}    for    argument    {argname!r},    but    got    {value!r}    instead.'.format(funcname=_qualified_name(func), kinds='    or    '.join(map(repr, kinds)), argname=argname, value=value_to_show)
        def _actual_preprocessor(func, argname, argvalue):
            if (getattrs(argvalue, ('dtype', 'kind'), object()) not in kinds):
                raise TypeError(error_message(func, argname, argvalue))
            return argvalue
        return _actual_preprocessor
    return preprocess(**valmap(_expect_kind, named))