def wrp_asi(self, input_, *args, **kwargs):
#if HAVE_PANDAS:
# if isinstance(input_, (pd.DataFrame, pd.Series)):
# input_ = input_.values
if util_iter.isiterable(input_):
# If input is already iterable do default behavior
return func(self, input_, *args, **kwargs)
else:
# If input is scalar, wrap input, execute, and unpack result
ret = func(self, (input_,), *args, **kwargs)
if ret is not None:
return ret[0]
def wrp_asi2(self, *args, **kwargs):
# Hack in case wrapping a function with varargs
argx_list_ = [argx for argx in argx_list if argx < len(args)]
__assert_param_consistency(args, argx_list_)
if all([util_iter.isiterable(args[ix]) for ix in argx_list_]):
# If input is already iterable do default behavior
return func(self, *args, **kwargs)
else:
# If input is scalar, wrap input, execute, and unpack result
args_wrapped = [(arg,) if ix in argx_list_ else arg
for ix, arg in enumerate(args)]
ret = func(self, *args_wrapped, **kwargs)
if ret is not None:
return ret[0]
def wrp_asivo(self, input_, *args, **kwargs):
#import utool
#if utool.DEBUG:
# print('[IN SIVO] args=%r' % (args,))
# print('[IN SIVO] kwargs=%r' % (kwargs,))
if util_iter.isiterable(input_):
# If input is already iterable do default behavior
return func(self, input_, *args, **kwargs)
else:
# If input is scalar, wrap input, execute, and unpack result
result = func(self, (input_,), *args, **kwargs)
# The output length could be 0 on a scalar input
if len(result) == 0:
return []
else:
assert len(result) == 1, 'error in asivo'
return result[0]
def __assert_param_consistency(args, argx_list_):
"""
debugging function for accepts_scalar_input2
checks to make sure all the iterable inputs are of the same length
"""
if util_arg.NO_ASSERTS:
return
if len(argx_list_) == 0:
return True
argx_flags = [util_iter.isiterable(args[argx]) for argx in argx_list_]
try:
assert all([argx_flags[0] == flag for flag in argx_flags]), (
'invalid mixing of iterable and scalar inputs')
except AssertionError as ex:
print('!!! ASSERTION ERROR IN UTIL_DECOR !!!')
for argx in argx_list_:
print('args[%d] = %r' % (argx, args[argx]))
raise ex
def assert_scalar_list(list_):
if util_arg.NO_ASSERTS:
return
for count, item in enumerate(list_):
assert not util_iter.isiterable(item), 'count=%r, item=%r is iterable!' % (count, item)
def assert_scalar_list(list_):
if util_arg.NO_ASSERTS:
return
for count, item in enumerate(list_):
assert not util_iter.isiterable(
item), 'count=%r, item=%r is iterable!' % (count, item)