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#!/usr/bin/env python
# coding: utf-8
#
# Project: Azimuthal integration
# https://github.com/silx-kit/pyFAI
#
# Copyright (C) 2015-2018 European Synchrotron Radiation Facility, Grenoble, France
#
# Principal author: Jérôme Kieffer (Jerome.Kieffer@ESRF.eu)
#
# Permission is hereby granted, free of charge, to any person obtaining a copy
# of this software and associated documentation files (the "Software"), to deal
# in the Software without restriction, including without limitation the rights
# to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
# copies of the Software, and to permit persons to whom the Software is
# furnished to do so, subject to the following conditions:
#
# The above copyright notice and this permission notice shall be included in
# all copies or substantial portions of the Software.
#
# THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
# IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
# FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
# AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
# LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN
# THE SOFTWARE.
"""Test suite for masked arrays"""
__author__ = "Jérôme Kieffer"
__contact__ = "Jerome.Kieffer@ESRF.eu"
__license__ = "MIT"
__copyright__ = "European Synchrotron Radiation Facility, Grenoble, France"
__date__ = "08/01/2021"
import unittest
import numpy
import logging
import time
from .utilstest import UtilsTest
logger = logging.getLogger(__name__)
if logger.getEffectiveLevel() <= logging.INFO:
import pylab
from .. import spline
from ..ext import _bispev
try:
from scipy.interpolate import fitpack
except ImportError:
fitpack = None
class TestBispev(unittest.TestCase):
spinefile = "halfccd.spline"
def setUp(self):
"""Download files"""
self.splineFile = UtilsTest.getimage(self.__class__.spinefile)
self.spline = spline.Spline(self.splineFile)
self.spline.spline2array(timing=True)
def tearDown(self):
unittest.TestCase.tearDown(self)
self.spline = self.splineFile = None
def test_bispev(self):
x_1d_array = numpy.arange(self.spline.xmin, self.spline.xmax + 1)
y_1d_array = numpy.arange(self.spline.ymin, self.spline.ymax + 1)
t0 = time.perf_counter()
dx_ref = fitpack.bisplev(x_1d_array, y_1d_array,
[self.spline.xSplineKnotsX,
self.spline.xSplineKnotsY,
self.spline.xSplineCoeff,
self.spline.splineOrder,
self.spline.splineOrder],
dx=0, dy=0)
t1 = time.perf_counter()
logger.debug(self.spline.xSplineKnotsX.dtype)
logger.debug(self.spline.xSplineKnotsY.dtype)
logger.debug(self.spline.xSplineCoeff.dtype)
dx_loc = _bispev.bisplev(x_1d_array, y_1d_array,
[self.spline.xSplineKnotsX,
self.spline.xSplineKnotsY,
self.spline.xSplineCoeff,
self.spline.splineOrder,
self.spline.splineOrder])
t2 = time.perf_counter()
logger.debug("Scipy timings: %.3fs\t cython timings: %.3fs", t1 - t0, t2 - t1)
logger.debug("%s, %s", dx_ref.shape, dx_loc.shape)
logger.debug(dx_ref)
logger.debug(dx_loc)
logger.debug("delta = %s", abs(dx_loc - dx_ref).max())
if logger.getEffectiveLevel() == logging.DEBUG:
fig = pylab.figure()
ax1 = fig.add_subplot(121)
ax2 = fig.add_subplot(122)
ax1.imshow(dx_ref)
ax2.imshow(dx_loc)
fig.show()
input()
self.assertTrue(abs(dx_loc - dx_ref).max() < 2e-5, "Result are similar")
def suite():
loader = unittest.defaultTestLoader.loadTestsFromTestCase
testsuite = unittest.TestSuite()
testsuite.addTest(loader(TestBispev))
return testsuite
if __name__ == '__main__':
runner = unittest.TextTestRunner()
runner.run(suite())
UtilsTest.clean_up()
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