Inzynierka_Gwiazdy/machine_learning/Lib/site-packages/pandas/_libs/properties.pyx

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Cython
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2023-09-20 19:46:58 +02:00
from cpython.dict cimport (
PyDict_Contains,
PyDict_GetItem,
PyDict_SetItem,
)
from cython cimport Py_ssize_t
cdef class CachedProperty:
cdef readonly:
object fget, name, __doc__
def __init__(self, fget):
self.fget = fget
self.name = fget.__name__
self.__doc__ = getattr(fget, "__doc__", None)
def __get__(self, obj, typ):
if obj is None:
# accessed on the class, not the instance
return self
# Get the cache or set a default one if needed
cache = getattr(obj, "_cache", None)
if cache is None:
try:
cache = obj._cache = {}
except (AttributeError):
return self
if PyDict_Contains(cache, self.name):
# not necessary to Py_INCREF
val = <object>PyDict_GetItem(cache, self.name)
else:
val = self.fget(obj)
PyDict_SetItem(cache, self.name, val)
return val
def __set__(self, obj, value):
raise AttributeError("Can't set attribute")
cache_readonly = CachedProperty
cdef class AxisProperty:
cdef readonly:
Py_ssize_t axis
object __doc__
def __init__(self, axis=0, doc=""):
self.axis = axis
self.__doc__ = doc
def __get__(self, obj, type):
cdef:
list axes
if obj is None:
# Only instances have _mgr, not classes
return self
else:
axes = obj._mgr.axes
return axes[self.axis]
def __set__(self, obj, value):
obj._set_axis(self.axis, value)