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#! /usr/bin/env python
from __future__ import print_function
from openturns import *
TESTPREAMBLE()
print('Default q :', ResourceMap.GetAsNumericalScalar(
'HyperbolicAnisotropicEnumerateFunction-DefaultQ'), '\n')
# check weight constructor
f = HyperbolicAnisotropicEnumerateFunction((1., 2., 3., 4., 5.), 0.75)
# verify consistency with LinearEnumerateFunction
size = 10
stratas = 5
for dimension in range(1, 4):
f = HyperbolicAnisotropicEnumerateFunction(dimension, 1.0)
g = LinearEnumerateFunction(dimension)
print("First", size, "values for dimension", dimension)
for index in range(size):
if (not f(index) == g(index)):
raise Exception('spam', f(index), g(index))
print("index=", index, repr(f(index)))
strataCardinal = []
for index in range(stratas):
strataCardinal.append(int(f.getStrataCardinal(index)))
print('And first', stratas, 'strata cardinals :', strataCardinal, '\n')
# now let q vary
size = 25
qValues = []
qValues.append(0.75)
qValues.append(0.5)
qValues.append(0.25)
for dimension in range(2, 5):
for j in range(len(qValues)):
q = qValues[j]
print('First', size, 'values dimension=', dimension, ' q=', q)
f = HyperbolicAnisotropicEnumerateFunction(dimension, q)
for index in range(size):
print("index=", index, repr(f(index)))
strataCardinal = []
for index in range(stratas):
strataCardinal.append(int(f.getStrataCardinal(index)))
print('And first', stratas, 'strata cardinals :', strataCardinal)
cardinalsPerDegree = []
for deg in range(5):
cardinalsPerDegree.append(int(f.getMaximumDegreeCardinal(deg)))
print('Cardinals per degree=', cardinalsPerDegree, '\n')
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