def _check_window_params(data, window_length):
"""
Check that a window of length `window_length` is well-defined on `data`.
Parameters
----------
data : np.ndarray[ndim=2]
The array of data to check.
window_length : int
Length of the desired window.
Returns
-------
None
Raises
------
WindowLengthNotPositive
If window_length < 1.
WindowLengthTooLong
If window_length is greater than the number of rows in `data`.
"""
if window_length < 1:
raise WindowLengthNotPositive(window_length=window_length)
if window_length > data.shape[0]:
raise WindowLengthTooLong(
nrows=data.shape[0],
window_length=window_length,
)
def _validate(self):
super(PositiveWindowLengthMixin, self)._validate()
if not self.windowed:
raise WindowLengthNotPositive(window_length=self.window_length)
def _validate(self):
if not self.windowed:
raise WindowLengthNotPositive(window_length=self.window_length)
return super(RequiredWindowLengthMixin, self)._validate()
def _validate(self):
if self.windowed or self.window_length is NotSpecified:
return super(RequiredWindowLengthMixin, self)._validate()
raise WindowLengthNotPositive(window_length=self.window_length)