Vehicle-cpp/hkpc/software/scipy/fft/tests/test_backend.py

from functools import partial

import numpy as np
import scipy.fft
from scipy.fft import _fftlog, _pocketfft, set_backend
from scipy.fft.tests import mock_backend

from numpy.testing import assert_allclose, assert_equal
import pytest

fnames = ('fft', 'fft2', 'fftn',
          'ifft', 'ifft2', 'ifftn',
          'rfft', 'rfft2', 'rfftn',
          'irfft', 'irfft2', 'irfftn',
          'dct', 'idct', 'dctn', 'idctn',
          'dst', 'idst', 'dstn', 'idstn',
          'fht', 'ifht')

np_funcs = (np.fft.fft, np.fft.fft2, np.fft.fftn,
            np.fft.ifft, np.fft.ifft2, np.fft.ifftn,
            np.fft.rfft, np.fft.rfft2, np.fft.rfftn,
            np.fft.irfft, np.fft.irfft2, np.fft.irfftn,
            np.fft.hfft, _pocketfft.hfft2, _pocketfft.hfftn,  # np has no hfftn
            np.fft.ihfft, _pocketfft.ihfft2, _pocketfft.ihfftn,
            _pocketfft.dct, _pocketfft.idct, _pocketfft.dctn, _pocketfft.idctn,
            _pocketfft.dst, _pocketfft.idst, _pocketfft.dstn, _pocketfft.idstn,
            # must provide required kwargs for fht, ifht
            partial(_fftlog.fht, dln=2, mu=0.5),
            partial(_fftlog.ifht, dln=2, mu=0.5))

funcs = (scipy.fft.fft, scipy.fft.fft2, scipy.fft.fftn,
         scipy.fft.ifft, scipy.fft.ifft2, scipy.fft.ifftn,
         scipy.fft.rfft, scipy.fft.rfft2, scipy.fft.rfftn,
         scipy.fft.irfft, scipy.fft.irfft2, scipy.fft.irfftn,
         scipy.fft.hfft, scipy.fft.hfft2, scipy.fft.hfftn,
         scipy.fft.ihfft, scipy.fft.ihfft2, scipy.fft.ihfftn,
         scipy.fft.dct, scipy.fft.idct, scipy.fft.dctn, scipy.fft.idctn,
         scipy.fft.dst, scipy.fft.idst, scipy.fft.dstn, scipy.fft.idstn,
         # must provide required kwargs for fht, ifht
         partial(scipy.fft.fht, dln=2, mu=0.5),
         partial(scipy.fft.ifht, dln=2, mu=0.5))

mocks = (mock_backend.fft, mock_backend.fft2, mock_backend.fftn,
         mock_backend.ifft, mock_backend.ifft2, mock_backend.ifftn,
         mock_backend.rfft, mock_backend.rfft2, mock_backend.rfftn,
         mock_backend.irfft, mock_backend.irfft2, mock_backend.irfftn,
         mock_backend.hfft, mock_backend.hfft2, mock_backend.hfftn,
         mock_backend.ihfft, mock_backend.ihfft2, mock_backend.ihfftn,
         mock_backend.dct, mock_backend.idct,
         mock_backend.dctn, mock_backend.idctn,
         mock_backend.dst, mock_backend.idst,
         mock_backend.dstn, mock_backend.idstn,
         mock_backend.fht, mock_backend.ifht)


@pytest.mark.parametrize("func, np_func, mock", zip(funcs, np_funcs, mocks))
def test_backend_call(func, np_func, mock):
    x = np.arange(20).reshape((10,2))
    answer = np_func(x)
    assert_allclose(func(x), answer, atol=1e-10)

    with set_backend(mock_backend, only=True):
        mock.number_calls = 0
        y = func(x)
        assert_equal(y, mock.return_value)
        assert_equal(mock.number_calls, 1)

    assert_allclose(func(x), answer, atol=1e-10)


plan_funcs = (scipy.fft.fft, scipy.fft.fft2, scipy.fft.fftn,
              scipy.fft.ifft, scipy.fft.ifft2, scipy.fft.ifftn,
              scipy.fft.rfft, scipy.fft.rfft2, scipy.fft.rfftn,
              scipy.fft.irfft, scipy.fft.irfft2, scipy.fft.irfftn,
              scipy.fft.hfft, scipy.fft.hfft2, scipy.fft.hfftn,
              scipy.fft.ihfft, scipy.fft.ihfft2, scipy.fft.ihfftn)

plan_mocks = (mock_backend.fft, mock_backend.fft2, mock_backend.fftn,
              mock_backend.ifft, mock_backend.ifft2, mock_backend.ifftn,
              mock_backend.rfft, mock_backend.rfft2, mock_backend.rfftn,
              mock_backend.irfft, mock_backend.irfft2, mock_backend.irfftn,
              mock_backend.hfft, mock_backend.hfft2, mock_backend.hfftn,
              mock_backend.ihfft, mock_backend.ihfft2, mock_backend.ihfftn)


@pytest.mark.parametrize("func, mock", zip(plan_funcs, plan_mocks))
def test_backend_plan(func, mock):
    x = np.arange(20).reshape((10, 2))

    with pytest.raises(NotImplementedError, match='precomputed plan'):
        func(x, plan='foo')

    with set_backend(mock_backend, only=True):
        mock.number_calls = 0
        y = func(x, plan='foo')
        assert_equal(y, mock.return_value)
        assert_equal(mock.number_calls, 1)
        assert_equal(mock.last_args[1]['plan'], 'foo')