def validate_expanding_func(name, args, kwargs) -> None:
numpy_args = ("axis", "dtype", "out")
msg = (f"numpy operations are not valid with window objects. "
f"Use .expanding(...).{name}() instead ")
if len(args) > 0:
raise UnsupportedFunctionCall(msg)
for arg in numpy_args:
if arg in kwargs:
raise UnsupportedFunctionCall(msg)
def validate_window_func(name, args, kwargs):
numpy_args = ("axis", "dtype", "out")
msg = (f"numpy operations are not valid with window objects. "
f"Use .{name}() directly instead ")
if len(args) > 0:
raise UnsupportedFunctionCall(msg)
for arg in numpy_args:
if arg in kwargs:
raise UnsupportedFunctionCall(msg)
def validate_expanding_func(name, args, kwargs):
numpy_args = ('axis', 'dtype', 'out')
msg = ("numpy operations are not "
"valid with window objects. "
"Use .expanding(...).{func}() instead ".format(func=name))
if len(args) > 0:
raise UnsupportedFunctionCall(msg)
for arg in numpy_args:
if arg in kwargs:
raise UnsupportedFunctionCall(msg)
def validate_resampler_func(method: str, args, kwargs) -> None:
"""
'args' and 'kwargs' should be empty because all of their necessary
parameters are explicitly listed in the function signature
"""
if len(args) + len(kwargs) > 0:
if method in RESAMPLER_NUMPY_OPS:
raise UnsupportedFunctionCall(
"numpy operations are not valid with resample. "
f"Use .resample(...).{method}() instead")
else:
raise TypeError("too many arguments passed in")
def validate_groupby_func(name, args, kwargs, allowed=None) -> None:
"""
'args' and 'kwargs' should be empty, except for allowed kwargs because all
of their necessary parameters are explicitly listed in the function
signature
"""
if allowed is None:
allowed = []
kwargs = set(kwargs) - set(allowed)
if len(args) + len(kwargs) > 0:
raise UnsupportedFunctionCall(
"numpy operations are not valid with groupby. "
f"Use .groupby(...).{name}() instead")
