tests/test_pm.py

-# -*- coding: utf-8 -*-
-"""Testcase for the pm function."""
-
-import os
-import unittest
-
-from numpy.testing import assert_allclose
-
-from pyramid.utils import pm
-from pyramid import load_phasemap, load_vectordata
-
-
-class TestCasePM(unittest.TestCase):
-    def setUp(self):
-        self.path = os.path.join(os.path.dirname(os.path.realpath(__file__)), 'test_phasemapper')
-        self.mag_proj = load_vectordata(os.path.join(self.path, 'mag_proj.hdf5'))
-
-    def tearDown(self):
-        self.path = None
-        self.mag_proj = None
-        self.mapper = None
-
-    def test_pm(self):
-        phase_ref = load_phasemap(os.path.join(self.path, 'phasemap.hdf5'))
-        phasemap = pm(self.mag_proj)
-        assert_allclose(phasemap.phase, phase_ref.phase, atol=1E-7,
-                        err_msg='Unexpected behavior in pm()!')
-        assert_allclose(phasemap.a, phase_ref.a, err_msg='Unexpected behavior in pm()!')

tests/test_projector.py

-# -*- coding: utf-8 -*-
-"""Testcase for the projector module."""
-
-import os
-import unittest
-
-import numpy as np
-from numpy import pi
-from numpy.testing import assert_allclose
-
-from pyramid.projector import XTiltProjector, YTiltProjector, SimpleProjector
-from pyramid import load_vectordata
-
-
-class TestCaseSimpleProjector(unittest.TestCase):
-    def setUp(self):
-        self.path = os.path.join(os.path.dirname(os.path.realpath(__file__)), 'test_projector')
-        self.magdata = load_vectordata(os.path.join(self.path, 'ref_magdata.hdf5'))
-        self.proj_z = SimpleProjector(self.magdata.dim, axis='z')
-        self.proj_y = SimpleProjector(self.magdata.dim, axis='y')
-        self.proj_x = SimpleProjector(self.magdata.dim, axis='x')
-
-    def tearDown(self):
-        self.path = None
-        self.magdata = None
-        self.proj_z = None
-        self.proj_y = None
-        self.proj_x = None
-
-    def test_SimpleProjector_call(self):
-        mag_proj_z = self.proj_z(self.magdata)
-        mag_proj_y = self.proj_y(self.magdata)
-        mag_proj_x = self.proj_x(self.magdata)
-        mag_proj_z_ref = load_vectordata(os.path.join(self.path, 'ref_mag_proj_z.hdf5'))
-        mag_proj_y_ref = load_vectordata(os.path.join(self.path, 'ref_mag_proj_y.hdf5'))
-        mag_proj_x_ref = load_vectordata(os.path.join(self.path, 'ref_mag_proj_x.hdf5'))
-        assert_allclose(mag_proj_z.field, mag_proj_z_ref.field,
-                        err_msg='Unexpected behaviour in SimpleProjector (z-axis)')
-        assert_allclose(mag_proj_y.field, mag_proj_y_ref.field,
-                        err_msg='Unexpected behaviour in SimpleProjector (y-axis)')
-        assert_allclose(mag_proj_x.field, mag_proj_x_ref.field,
-                        err_msg='Unexpected behaviour in SimpleProjector (x-axis)')
-
-    def test_SimpleProjector_jac_dot(self):
-        mag_vec = self.magdata.field_vec
-        mag_proj_z = self.proj_z.jac_dot(mag_vec).reshape((2,) + self.proj_z.dim_uv)
-        mag_proj_y = self.proj_y.jac_dot(mag_vec).reshape((2,) + self.proj_y.dim_uv)
-        mag_proj_x = self.proj_x.jac_dot(mag_vec).reshape((2,) + self.proj_x.dim_uv)
-        mag_proj_z_ref = load_vectordata(os.path.join(self.path, 'ref_mag_proj_z.hdf5'))
-        mag_proj_y_ref = load_vectordata(os.path.join(self.path, 'ref_mag_proj_y.hdf5'))
-        mag_proj_x_ref = load_vectordata(os.path.join(self.path, 'ref_mag_proj_x.hdf5'))
-        assert_allclose(mag_proj_z, mag_proj_z_ref.field[:2, 0, ...],
-                        err_msg='Inconsistency between __call__() and jac_dot()! (z-axis)')
-        assert_allclose(mag_proj_y, mag_proj_y_ref.field[:2, 0, ...],
-                        err_msg='Inconsistency between __call__() and jac_dot()! (y-axis)')
-        assert_allclose(mag_proj_x, mag_proj_x_ref.field[:2, 0, ...],
-                        err_msg='Inconsistency between __call__() and jac_dot()! (x-axis)')
-        nz = self.proj_z.n
-        ny = self.proj_y.n
-        nx = self.proj_x.n
-        jac_z = np.array([self.proj_z.jac_dot(np.eye(nz)[:, i]) for i in range(nz)]).T
-        jac_y = np.array([self.proj_y.jac_dot(np.eye(ny)[:, i]) for i in range(ny)]).T
-        jac_x = np.array([self.proj_x.jac_dot(np.eye(nx)[:, i]) for i in range(nx)]).T
-        jac_z_ref = np.load(os.path.join(self.path, 'jac_z.npy'))
-        jac_y_ref = np.load(os.path.join(self.path, 'jac_y.npy'))
-        jac_x_ref = np.load(os.path.join(self.path, 'jac_x.npy'))
-        assert_allclose(jac_z, jac_z_ref,
-                        err_msg='Unexpected behaviour in the the jacobi matrix! (z-axis)')
-        assert_allclose(jac_y, jac_y_ref,
-                        err_msg='Unexpected behaviour in the the jacobi matrix! (y-axis)')
-        assert_allclose(jac_x, jac_x_ref,
-                        err_msg='Unexpected behaviour in the the jacobi matrix! (x-axis)')
-
-    def test_SimpleProjector_jac_T_dot(self):
-        mz = self.proj_z.m
-        my = self.proj_y.m
-        mx = self.proj_x.m
-        jac_T_z = np.array([self.proj_z.jac_T_dot(np.eye(mz)[:, i]) for i in range(mz)]).T
-        jac_T_y = np.array([self.proj_y.jac_T_dot(np.eye(my)[:, i]) for i in range(my)]).T
-        jac_T_x = np.array([self.proj_x.jac_T_dot(np.eye(mx)[:, i]) for i in range(mx)]).T
-        jac_T_z_ref = np.load(os.path.join(self.path, 'jac_z.npy')).T
-        jac_T_y_ref = np.load(os.path.join(self.path, 'jac_y.npy')).T
-        jac_T_x_ref = np.load(os.path.join(self.path, 'jac_x.npy')).T
-        assert_allclose(jac_T_z, jac_T_z_ref,
-                        err_msg='Unexpected behaviour in the the transp. jacobi matrix! (z-axis)')
-        assert_allclose(jac_T_y, jac_T_y_ref,
-                        err_msg='Unexpected behaviour in the the transp. jacobi matrix! (y-axis)')
-        assert_allclose(jac_T_x, jac_T_x_ref,
-                        err_msg='Unexpected behaviour in the the transp. jacobi matrix! (x-axis)')
-
-
-class TestCaseXTiltProjector(unittest.TestCase):
-    def setUp(self):
-        self.path = os.path.join(os.path.dirname(os.path.realpath(__file__)), 'test_projector')
-        self.magdata = load_vectordata(os.path.join(self.path, 'ref_magdata.hdf5'))
-        self.proj_00 = XTiltProjector(self.magdata.dim, tilt=0)
-        self.proj_45 = XTiltProjector(self.magdata.dim, tilt=pi / 4)
-        self.proj_90 = XTiltProjector(self.magdata.dim, tilt=pi / 2)
-
-    def tearDown(self):
-        self.path = None
-        self.magdata = None
-        self.proj_00 = None
-        self.proj_45 = None
-        self.proj_90 = None
-
-    def test_XTiltProjector_call(self):
-        mag_proj_00 = self.proj_00(self.magdata)
-        mag_proj_45 = self.proj_45(self.magdata)
-        mag_proj_90 = self.proj_90(self.magdata)
-        mag_proj_00_ref = load_vectordata(
-            os.path.join(self.path, 'ref_mag_proj_x00.hdf5'))
-        mag_proj_45_ref = load_vectordata(
-            os.path.join(self.path, 'ref_mag_proj_x45.hdf5'))
-        mag_proj_90_ref = load_vectordata(
-            os.path.join(self.path, 'ref_mag_proj_x90.hdf5'))
-        assert_allclose(mag_proj_00.field, mag_proj_00_ref.field,
-                        err_msg='Unexpected behaviour in XTiltProjector (0°)')
-        assert_allclose(mag_proj_45.field, mag_proj_45_ref.field,
-                        err_msg='Unexpected behaviour in XTiltProjector (45°)')
-        assert_allclose(mag_proj_90.field, mag_proj_90_ref.field,
-                        err_msg='Unexpected behaviour in XTiltProjector (90°)')
-
-    def test_XTiltProjector_jac_dot(self):
-        mag_vec = self.magdata.field_vec
-        mag_proj_00 = self.proj_00.jac_dot(mag_vec).reshape((2,) + self.proj_00.dim_uv)
-        mag_proj_45 = self.proj_45.jac_dot(mag_vec).reshape((2,) + self.proj_45.dim_uv)
-        mag_proj_90 = self.proj_90.jac_dot(mag_vec).reshape((2,) + self.proj_90.dim_uv)
-        mag_proj_00_ref = load_vectordata(
-            os.path.join(self.path, 'ref_mag_proj_x00.hdf5'))
-        mag_proj_45_ref = load_vectordata(
-            os.path.join(self.path, 'ref_mag_proj_x45.hdf5'))
-        mag_proj_90_ref = load_vectordata(
-            os.path.join(self.path, 'ref_mag_proj_x90.hdf5'))
-        assert_allclose(mag_proj_00, mag_proj_00_ref.field[:2, 0, ...],
-                        err_msg='Inconsistency between __call__() and jac_dot()! (0°)')
-        assert_allclose(mag_proj_45, mag_proj_45_ref.field[:2, 0, ...],
-                        err_msg='Inconsistency between __call__() and jac_dot()! (45°)')
-        assert_allclose(mag_proj_90, mag_proj_90_ref.field[:2, 0, ...],
-                        err_msg='Inconsistency between __call__() and jac_dot()! (90°)')
-        n00 = self.proj_00.n
-        n45 = self.proj_45.n
-        n90 = self.proj_90.n
-        jac_00 = np.array([self.proj_00.jac_dot(np.eye(n00)[:, i]) for i in range(n00)]).T
-        jac_45 = np.array([self.proj_45.jac_dot(np.eye(n45)[:, i]) for i in range(n45)]).T
-        jac_90 = np.array([self.proj_90.jac_dot(np.eye(n90)[:, i]) for i in range(n90)]).T
-        jac_00_ref = np.load(os.path.join(self.path, 'jac_x00.npy'))
-        jac_45_ref = np.load(os.path.join(self.path, 'jac_x45.npy'))
-        jac_90_ref = np.load(os.path.join(self.path, 'jac_x90.npy'))
-        assert_allclose(jac_00, jac_00_ref,
-                        err_msg='Unexpected behaviour in the the jacobi matrix! (0°)')
-        assert_allclose(jac_45, jac_45_ref,
-                        err_msg='Unexpected behaviour in the the jacobi matrix! (45°)')
-        assert_allclose(jac_90, jac_90_ref,
-                        err_msg='Unexpected behaviour in the the jacobi matrix! (90°)')
-
-    def test_XTiltProjector_jac_T_dot(self):
-        m00 = self.proj_00.m
-        m45 = self.proj_45.m
-        m90 = self.proj_90.m
-        jac_T_00 = np.array([self.proj_00.jac_T_dot(np.eye(m00)[:, i]) for i in range(m00)]).T
-        jac_T_45 = np.array([self.proj_45.jac_T_dot(np.eye(m45)[:, i]) for i in range(m45)]).T
-        jac_T_90 = np.array([self.proj_90.jac_T_dot(np.eye(m90)[:, i]) for i in range(m90)]).T
-        jac_T_00_ref = np.load(os.path.join(self.path, 'jac_x00.npy')).T
-        jac_T_45_ref = np.load(os.path.join(self.path, 'jac_x45.npy')).T
-        jac_T_90_ref = np.load(os.path.join(self.path, 'jac_x90.npy')).T
-        assert_allclose(jac_T_00, jac_T_00_ref,
-                        err_msg='Unexpected behaviour in the the transp. jacobi matrix! (0°)')
-        assert_allclose(jac_T_45, jac_T_45_ref,
-                        err_msg='Unexpected behaviour in the the transp. jacobi matrix! (45°)')
-        assert_allclose(jac_T_90, jac_T_90_ref,
-                        err_msg='Unexpected behaviour in the the transp. jacobi matrix! (90°)')
-
-
-class TestCaseYTiltProjector(unittest.TestCase):
-    def setUp(self):
-        self.path = os.path.join(os.path.dirname(os.path.realpath(__file__)), 'test_projector')
-        self.magdata = load_vectordata(os.path.join(self.path, 'ref_magdata.hdf5'))
-        self.proj_00 = YTiltProjector(self.magdata.dim, tilt=0)
-        self.proj_45 = YTiltProjector(self.magdata.dim, tilt=pi / 4)
-        self.proj_90 = YTiltProjector(self.magdata.dim, tilt=pi / 2)
-
-    def tearDown(self):
-        self.path = None
-        self.magdata = None
-        self.proj_00 = None
-        self.proj_45 = None
-        self.proj_90 = None
-
-    def test_XTiltProjector_call(self):
-        mag_proj_00 = self.proj_00(self.magdata)
-        mag_proj_45 = self.proj_45(self.magdata)
-        mag_proj_90 = self.proj_90(self.magdata)
-        mag_proj_00_ref = load_vectordata(
-            os.path.join(self.path, 'ref_mag_proj_y00.hdf5'))
-        mag_proj_45_ref = load_vectordata(
-            os.path.join(self.path, 'ref_mag_proj_y45.hdf5'))
-        mag_proj_90_ref = load_vectordata(
-            os.path.join(self.path, 'ref_mag_proj_y90.hdf5'))
-        assert_allclose(mag_proj_00.field, mag_proj_00_ref.field,
-                        err_msg='Unexpected behaviour in XTiltProjector (0°)')
-        assert_allclose(mag_proj_45.field, mag_proj_45_ref.field,
-                        err_msg='Unexpected behaviour in XTiltProjector (45°)')
-        assert_allclose(mag_proj_90.field, mag_proj_90_ref.field,
-                        err_msg='Unexpected behaviour in XTiltProjector (90°)')
-
-    def test_XTiltProjector_jac_dot(self):
-        mag_vec = self.magdata.field_vec
-        mag_proj_00 = self.proj_00.jac_dot(mag_vec).reshape((2,) + self.proj_00.dim_uv)
-        mag_proj_45 = self.proj_45.jac_dot(mag_vec).reshape((2,) + self.proj_45.dim_uv)
-        mag_proj_90 = self.proj_90.jac_dot(mag_vec).reshape((2,) + self.proj_90.dim_uv)
-        mag_proj_00_ref = load_vectordata(
-            os.path.join(self.path, 'ref_mag_proj_y00.hdf5'))
-        mag_proj_45_ref = load_vectordata(
-            os.path.join(self.path, 'ref_mag_proj_y45.hdf5'))
-        mag_proj_90_ref = load_vectordata(
-            os.path.join(self.path, 'ref_mag_proj_y90.hdf5'))
-        assert_allclose(mag_proj_00, mag_proj_00_ref.field[:2, 0, ...],
-                        err_msg='Inconsistency between __call__() and jac_dot()! (0°)')
-        assert_allclose(mag_proj_45, mag_proj_45_ref.field[:2, 0, ...],
-                        err_msg='Inconsistency between __call__() and jac_dot()! (45°)')
-        assert_allclose(mag_proj_90, mag_proj_90_ref.field[:2, 0, ...],
-                        err_msg='Inconsistency between __call__() and jac_dot()! (90°)')
-        n00 = self.proj_00.n
-        n45 = self.proj_45.n
-        n90 = self.proj_90.n
-        jac_00 = np.array([self.proj_00.jac_dot(np.eye(n00)[:, i]) for i in range(n00)]).T
-        jac_45 = np.array([self.proj_45.jac_dot(np.eye(n45)[:, i]) for i in range(n45)]).T
-        jac_90 = np.array([self.proj_90.jac_dot(np.eye(n90)[:, i]) for i in range(n90)]).T
-        jac_00_ref = np.load(os.path.join(self.path, 'jac_y00.npy'))
-        jac_45_ref = np.load(os.path.join(self.path, 'jac_y45.npy'))
-        jac_90_ref = np.load(os.path.join(self.path, 'jac_y90.npy'))
-        assert_allclose(jac_00, jac_00_ref,
-                        err_msg='Unexpected behaviour in the the jacobi matrix! (0°)')
-        assert_allclose(jac_45, jac_45_ref,
-                        err_msg='Unexpected behaviour in the the jacobi matrix! (45°)')
-        assert_allclose(jac_90, jac_90_ref,
-                        err_msg='Unexpected behaviour in the the jacobi matrix! (90°)')
-
-    def test_YTiltProjector_jac_T_dot(self):
-        m00 = self.proj_00.m
-        m45 = self.proj_45.m
-        m90 = self.proj_90.m
-        jac_T_00 = np.array([self.proj_00.jac_T_dot(np.eye(m00)[:, i]) for i in range(m00)]).T
-        jac_T_45 = np.array([self.proj_45.jac_T_dot(np.eye(m45)[:, i]) for i in range(m45)]).T
-        jac_T_90 = np.array([self.proj_90.jac_T_dot(np.eye(m90)[:, i]) for i in range(m90)]).T
-        jac_T_00_ref = np.load(os.path.join(self.path, 'jac_y00.npy')).T
-        jac_T_45_ref = np.load(os.path.join(self.path, 'jac_y45.npy')).T
-        jac_T_90_ref = np.load(os.path.join(self.path, 'jac_y90.npy')).T
-        assert_allclose(jac_T_00, jac_T_00_ref,
-                        err_msg='Unexpected behaviour in the the transp. jacobi matrix! (0°)')
-        assert_allclose(jac_T_45, jac_T_45_ref,
-                        err_msg='Unexpected behaviour in the the transp. jacobi matrix! (45°)')
-        assert_allclose(jac_T_90, jac_T_90_ref,
-                        err_msg='Unexpected behaviour in the the transp. jacobi matrix! (90°)')
-
-
-# TODO: Test RotTiltProjector!!!