def preset_arguments(self, arg_types, *args, **kwargs):
'''
arg_types :
i,I: np.int32
d,D: np.float64
o,O: numpy array
Lowercase letter means that it can be set before function call.
Uppercase letter means that it should set when function call.
# kwargs
gsize : global thread size for CUDA and OpenCL
'''
# classify the argument types
self.preset_atypes = preset_atypes = list()
self.require_atypes = list()
for atype in arg_types:
if atype not in ('i','d','o','I','D','O'):
logger.error("The arg_type '%s' is not defined.\n{}".format(atype,get_stack()))
raise SystemExit
if atype.islower():
self.preset_atypes.append( atype )
else:
self.require_atypes.append( atype.lower() )
# set the preset_args
if not len(preset_atypes) == len(args):
logger.error("len(preset_atypes)={} is not same as len(args)={}\n{}".format(len(preset_atypes), len(args), get_stack()))
self.preset_args = list()
for seq, (atype, arg) in enumerate( zip(preset_atypes, args) ):
if atype=='o':
assert arg.__class__.__name__ in ['Array','ArrayAs'], "The {}-th arguemnt is not a Array or ArrayAs instance.".format(seq)
self.preset_args.append( self.cast_dict[atype](arg) )
def get_casted_arguments(self, *args):
if len(self.require_atypes) != len(args):
logger.error("len(require_atypes)={} is not same as len(args)={}\n{}".format(len(self.require_atypes), len(args), get_stack()))
raise SystemExit
casted_args = self.preset_args[:] # copy
for seq, (atype, arg) in enumerate( zip(self.require_atypes, args) ):
if atype == 'O' and \
arg.__class__.__name__ not in ['Array','ArrayAs']:
logger.error("The {}-th arguemnt is not a Array or ArrayAs instance.\n{}".format(seq+1, get_stack()) )
raise SystemExit
casted_args.append( self.cast_dict[atype](arg) )
return casted_args