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+# coding: utf-8
+# /*##########################################################################
+# Copyright (C) 2018 European Synchrotron Radiation Facility
+#
+# 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.
+#
+# ############################################################################*/
+"""Tests of the calibration module"""
+
+from __future__ import division
+
+__authors__ = ["P. Knobel"]
+__license__ = "MIT"
+__date__ = "14/05/2018"
+
+
+import unittest
+
+import numpy
+
+from silx.math.calibration import NoCalibration, LinearCalibration, \
+ ArrayCalibration, FunctionCalibration
+
+
+X = numpy.array([3.14, 2.73, 1337])
+
+
+class TestNoCalibration(unittest.TestCase):
+ def setUp(self):
+ self.calib = NoCalibration()
+
+ def testIsAffine(self):
+ self.assertTrue(self.calib.is_affine())
+
+ def testSlope(self):
+ self.assertEqual(self.calib.get_slope(), 1.)
+
+ def testYIntercept(self):
+ self.assertEqual(self.calib(0.),
+ 0.)
+
+ def testCall(self):
+ self.assertTrue(numpy.array_equal(self.calib(X), X))
+
+
+class TestLinearCalibration(unittest.TestCase):
+ def setUp(self):
+ self.y_intercept = 1.5
+ self.slope = 2.5
+ self.calib = LinearCalibration(y_intercept=self.y_intercept,
+ slope=self.slope)
+
+ def testIsAffine(self):
+ self.assertTrue(self.calib.is_affine())
+
+ def testSlope(self):
+ self.assertEqual(self.calib.get_slope(), self.slope)
+
+ def testYIntercept(self):
+ self.assertEqual(self.calib(0.),
+ self.y_intercept)
+
+ def testCall(self):
+ self.assertTrue(numpy.array_equal(self.calib(X),
+ self.y_intercept + self.slope * X))
+
+
+class TestArrayCalibration(unittest.TestCase):
+ def setUp(self):
+ self.arr = numpy.array([45.2, 25.3, 666., -8.])
+ self.calib = ArrayCalibration(self.arr)
+ self.affine_calib = ArrayCalibration([0.1, 0.2, 0.3])
+
+ def testIsAffine(self):
+ self.assertFalse(self.calib.is_affine())
+ self.assertTrue(self.affine_calib.is_affine())
+
+ def testSlope(self):
+ with self.assertRaises(AttributeError):
+ self.calib.get_slope()
+ self.assertEqual(self.affine_calib.get_slope(),
+ 0.1)
+
+ def testYIntercept(self):
+ self.assertEqual(self.calib(0),
+ self.arr[0])
+
+ def testCall(self):
+ with self.assertRaises(ValueError):
+ # X is an array with a different shape
+ self.calib(X)
+
+ with self.assertRaises(ValueError):
+ # floats are not valid indices
+ self.calib(3.14)
+
+ self.assertTrue(
+ numpy.array_equal(self.calib([1, 2, 3, 4]),
+ self.arr))
+
+ for idx, value in enumerate(self.arr):
+ self.assertEqual(self.calib(idx), value)
+
+
+class TestFunctionCalibration(unittest.TestCase):
+ def setUp(self):
+ self.non_affine_fun = numpy.sin
+ self.non_affine_calib = FunctionCalibration(self.non_affine_fun)
+
+ self.affine_fun = lambda x: 52. * x + 0.01
+ self.affine_calib = FunctionCalibration(self.affine_fun,
+ is_affine=True)
+
+ def testIsAffine(self):
+ self.assertFalse(self.non_affine_calib.is_affine())
+ self.assertTrue(self.affine_calib.is_affine())
+
+ def testSlope(self):
+ with self.assertRaises(AttributeError):
+ self.non_affine_calib.get_slope()
+ self.assertAlmostEqual(self.affine_calib.get_slope(),
+ 52.)
+
+ def testCall(self):
+ for x in X:
+ self.assertAlmostEqual(self.non_affine_calib(x),
+ self.non_affine_fun(x))
+ self.assertAlmostEqual(self.affine_calib(x),
+ self.affine_fun(x))
+
+
+def suite():
+ test_suite = unittest.TestSuite()
+ loadTests = unittest.defaultTestLoader.loadTestsFromTestCase
+ test_suite.addTest(loadTests(TestNoCalibration))
+ test_suite.addTest(loadTests(TestArrayCalibration))
+ test_suite.addTest(loadTests(TestLinearCalibration))
+ test_suite.addTest(loadTests(TestFunctionCalibration))
+ return test_suite
+
+if __name__ == '__main__':
+ unittest.main(defaultTest="suite")