test_laplace_operator.py 1.47 KB
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# This program is free software: you can redistribute it and/or modify
# it under the terms of the GNU General Public License as published by
# the Free Software Foundation, either version 3 of the License, or
# (at your option) any later version.
#
# This program is distributed in the hope that it will be useful,
# but WITHOUT ANY WARRANTY; without even the implied warranty of
# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
# GNU General Public License for more details.
#
# You should have received a copy of the GNU General Public License
# along with this program.  If not, see <http://www.gnu.org/licenses/>.
#
# Copyright(C) 2013-2017 Max-Planck-Society
#
# NIFTy is being developed at the Max-Planck-Institut fuer Astrophysik
# and financially supported by the Studienstiftung des deutschen Volkes.

import unittest
import numpy as np
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import nifty4 as ift
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from numpy.testing import assert_allclose
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from itertools import product
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from test.common import expand
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class LaplaceOperatorTests(unittest.TestCase):
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    @expand(product([None, False, True], [False, True], [10, 100, 1000]))
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    def test_Laplace(self, log1, log2, sz):
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        s = ift.RGSpace(sz, harmonic=True)
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        bb = ift.PowerSpace.useful_binbounds(s, logarithmic=log1)
        p = ift.PowerSpace(s, binbounds=bb)
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        L = ift.LaplaceOperator(p, logarithmic=log2)
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        fp = ift.Field.from_random("normal", domain=p, dtype=np.float64)
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        assert_allclose(L(fp).vdot(L(fp)), L.adjoint_times(L(fp)).vdot(fp))