def normalize(field: SampledField, norm: SampledField, epsilon=1e-5):
""" Multiplies the values of `field` so that its sum matches the source. """
data = math.normalize_to(field.values, norm.values, epsilon)
return field.with_values(data)
def normalized(self, total, epsilon=1e-5):
if isinstance(total, CenteredGrid):
total = total.data
normalize_data = math.normalize_to(self.data, total, epsilon)
return self.with_data(normalize_data)
def normalize(field: SampledField, norm: SampledField, epsilon=1e-5):
data = math.normalize_to(field.values, norm.values, epsilon)
return field.with_(values=data)