def setUp(self):
        self.app = QtGui.QApplication(sys.argv)
        self.image_model = ImgModel()
        self.calibration_model = CalibrationModel()
        self.calibration_model.load(os.path.join(data_path, 'LaB6_40keV_MarCCD.poni'))
        self.spectrum_model = SpectrumModel()
        self.phase_model = PhaseModel()
        self.widget = IntegrationWidget()
        self.widget.spectrum_view._auto_range = True
        self.phase_tw = self.widget.phase_tw

        self.spectrum_controller = SpectrumController({}, self.widget, self.image_model, None,
                                                                   self.calibration_model, self.spectrum_model)
        self.controller = PhaseController({}, self.widget, self.calibration_model, self.spectrum_model,
                                                       self.phase_model)
        self.spectrum_model.load_spectrum(os.path.join(data_path, 'spectrum_001.xy'))
 def setUp(self):
     self.x = np.linspace(0.1, 15, 100)
     self.y = np.sin(self.x)
     self.spectrum = Spectrum(self.x, self.y)
     self.spectrum_model = SpectrumModel()
class PhaseControllerTest(unittest.TestCase):
    def setUp(self):
        self.app = QtGui.QApplication(sys.argv)
        self.image_model = ImgModel()
        self.calibration_model = CalibrationModel()
        self.calibration_model.load(os.path.join(data_path, 'LaB6_40keV_MarCCD.poni'))
        self.spectrum_model = SpectrumModel()
        self.phase_model = PhaseModel()
        self.widget = IntegrationWidget()
        self.widget.spectrum_view._auto_range = True
        self.phase_tw = self.widget.phase_tw

        self.spectrum_controller = SpectrumController({}, self.widget, self.image_model, None,
                                                                   self.calibration_model, self.spectrum_model)
        self.controller = PhaseController({}, self.widget, self.calibration_model, self.spectrum_model,
                                                       self.phase_model)
        self.spectrum_model.load_spectrum(os.path.join(data_path, 'spectrum_001.xy'))


    def tearDown(self):
        del self.app

    def test_manual_deleting_phases(self):
        self.load_phases()
        QtGui.QApplication.processEvents()

        self.assertEqual(self.phase_tw.rowCount(), 6)
        self.assertEqual(len(self.phase_model.phases), 6)
        self.assertEqual(len(self.widget.spectrum_view.phases), 6)
        self.assertEqual(self.phase_tw.currentRow(), 5)

        self.controller.remove_btn_click_callback()
        self.assertEqual(self.phase_tw.rowCount(), 5)
        self.assertEqual(len(self.phase_model.phases), 5)
        self.assertEqual(len(self.widget.spectrum_view.phases), 5)
        self.assertEqual(self.phase_tw.currentRow(), 4)

        self.widget.select_phase(1)
        self.controller.remove_btn_click_callback()
        self.assertEqual(self.phase_tw.rowCount(), 4)
        self.assertEqual(len(self.phase_model.phases), 4)
        self.assertEqual(len(self.widget.spectrum_view.phases), 4)
        self.assertEqual(self.phase_tw.currentRow(), 1)

        self.widget.select_phase(0)
        self.controller.remove_btn_click_callback()
        self.assertEqual(self.phase_tw.rowCount(), 3)
        self.assertEqual(len(self.phase_model.phases), 3)
        self.assertEqual(len(self.widget.spectrum_view.phases), 3)
        self.assertEqual(self.phase_tw.currentRow(), 0)

        self.controller.remove_btn_click_callback()
        self.controller.remove_btn_click_callback()
        self.controller.remove_btn_click_callback()
        self.assertEqual(self.phase_tw.rowCount(), 0)
        self.assertEqual(len(self.phase_model.phases), 0)
        self.assertEqual(len(self.widget.spectrum_view.phases), 0)
        self.assertEqual(self.phase_tw.currentRow(), -1)

        self.controller.remove_btn_click_callback()
        self.assertEqual(self.phase_tw.rowCount(), 0)
        self.assertEqual(len(self.phase_model.phases), 0)
        self.assertEqual(len(self.widget.spectrum_view.phases), 0)
        self.assertEqual(self.phase_tw.currentRow(), -1)

    def test_automatic_deleting_phases(self):
        self.load_phases()
        self.load_phases()
        self.assertEqual(self.phase_tw.rowCount(), 12)
        self.assertEqual(len(self.phase_model.phases), 12)
        self.assertEqual(len(self.widget.spectrum_view.phases), 12)
        self.controller.clear_phases()
        self.assertEqual(self.phase_tw.rowCount(), 0)
        self.assertEqual(len(self.phase_model.phases), 0)
        self.assertEqual(len(self.widget.spectrum_view.phases), 0)
        self.assertEqual(self.phase_tw.currentRow(), -1)

        multiplier = 1
        for dummy_index in range(multiplier):
            self.load_phases()

        self.assertEqual(self.phase_tw.rowCount(), multiplier * 6)
        self.controller.clear_phases()
        self.assertEqual(self.phase_tw.rowCount(), 0)
        self.assertEqual(len(self.phase_model.phases), 0)
        self.assertEqual(len(self.widget.spectrum_view.phases), 0)
        self.assertEqual(self.phase_tw.currentRow(), -1)


    def test_pressure_change(self):
        self.load_phases()
        pressure = 200
        self.widget.phase_pressure_sb.setValue(200)
        for ind, phase in enumerate(self.phase_model.phases):
            self.assertEqual(phase.pressure, pressure)
            self.assertEqual(self.widget.get_phase_pressure(ind), pressure)

    def test_temperature_change(self):
        self.load_phases()
        temperature = 1500
        self.widget.phase_temperature_sb.setValue(temperature)
        for ind, phase in enumerate(self.phase_model.phases):
            if phase.has_thermal_expansion():
                self.assertEqual(phase.temperature, temperature)
                self.assertEqual(self.widget.get_phase_temperature(ind), temperature)
            else:
                self.assertEqual(phase.temperature, 298)
                self.assertEqual(self.widget.get_phase_temperature(ind), None)

    def test_apply_to_all_for_new_added_phase_in_table_widget(self):
        temperature = 1500
        pressure = 200
        self.widget.phase_temperature_sb.setValue(temperature)
        self.widget.phase_pressure_sb.setValue(pressure)
        self.load_phases()
        for ind, phase in enumerate(self.phase_model.phases):
            self.assertEqual(phase.pressure, pressure)
            self.assertEqual(self.widget.get_phase_pressure(ind), pressure)
            if phase.has_thermal_expansion():
                self.assertEqual(phase.temperature, temperature)
                self.assertEqual(self.widget.get_phase_temperature(ind), temperature)
            else:
                self.assertEqual(phase.temperature, 298)
                self.assertEqual(self.widget.get_phase_temperature(ind), None)

    def test_apply_to_all_for_new_added_phase_d_positions(self):
        pressure = 50
        self.load_phase('au_Anderson.jcpds')
        self.widget.phase_pressure_sb.setValue(pressure)
        self.load_phase('au_Anderson.jcpds')

        reflections1 = self.phase_model.get_lines_d(0)
        reflections2 = self.phase_model.get_lines_d(1)
        self.assertTrue(np.array_equal(reflections1, reflections2))

    def test_to_not_show_lines_in_legend(self):
        self.load_phases()
        self.phase_tw.selectRow(1)
        QTest.mouseClick(self.widget.phase_del_btn, QtCore.Qt.LeftButton)
        self.widget.spectrum_view.hide_phase(1)

    def test_auto_scaling_of_lines_in_spectrum_view(self):
        spectrum_view = self.widget.spectrum_view

        spectrum_view_range = spectrum_view.view_box.viewRange()
        spectrum_y = spectrum_view.plot_item.getData()[1]
        expected_maximum_height = np.max(spectrum_y) - spectrum_view_range[1][0]

        self.load_phase('au_Anderson.jcpds')
        phase_plot = spectrum_view.phases[0]
        line_heights = []
        for line in phase_plot.line_items:
            line_data = line.getData()
            height = line_data[1][1]-line_data[1][0]
            line_heights.append(height)

        self.assertAlmostEqual(expected_maximum_height, np.max(line_heights))

        spectrum_view_range = spectrum_view.view_box.viewRange()
        spectrum_y = spectrum_view.plot_item.getData()[1]
        expected_maximum_height = np.max(spectrum_y) - spectrum_view_range[1][0]

        self.assertAlmostEqual(expected_maximum_height, np.max(line_heights))

    def test_line_height_in_spectrum_view_after_zooming(self):
        spectrum_view = self.widget.spectrum_view
        self.load_phase('au_Anderson.jcpds')

        spectrum_view.view_box.setRange(xRange=[17,30])
        spectrum_view.emit_sig_range_changed()

        phase_plot = spectrum_view.phases[0]
        line_heights = []
        for line in phase_plot.line_items:
            line_data = line.getData()
            if (line_data[0][0] > 17) and (line_data[0][1]<30):
                height = line_data[1][1]-line_data[1][0]
                line_heights.append(height)

        spectrum_view_range = spectrum_view.view_box.viewRange()
        spectrum_x, spectrum_y = spectrum_view.plot_item.getData()
        spectrum_y_max_in_range = np.max(spectrum_y[(spectrum_x > spectrum_view_range[0][0]) &\
            (spectrum_x<spectrum_view_range[0][1])])
        expected_maximum_height = spectrum_y_max_in_range - spectrum_view_range[1][0]

        self.assertAlmostEqual(expected_maximum_height, np.max(line_heights))


    def load_phases(self):
        self.load_phase('ar.jcpds')
        self.load_phase('ag.jcpds')
        self.load_phase('au_Anderson.jcpds')
        self.load_phase('mo.jcpds')
        self.load_phase('pt.jcpds')
        self.load_phase('re.jcpds')

    def load_phase(self, filename):
        self.controller.add_btn_click_callback(os.path.join(jcpds_path, filename))
class SpectrumModelTest(unittest.TestCase):
    # TODO: needs to be rewritten to be more in small units etc.
    def setUp(self):
        self.x = np.linspace(0.1, 15, 100)
        self.y = np.sin(self.x)
        self.spectrum = Spectrum(self.x, self.y)
        self.spectrum_model = SpectrumModel()

    def test_set_spectrum(self):
        self.spectrum_model.set_spectrum(self.x, self.y, 'hoho')
        assert_array_almost_equal(self.spectrum_model.get_spectrum().x, self.x)
        assert_array_almost_equal(self.spectrum_model.get_spectrum().y, self.y)
        self.assertEqual(self.spectrum_model.get_spectrum().name, 'hoho')

    def test_load_spectrum(self):
        self.spectrum_model.load_spectrum(os.path.join(data_path, 'spectrum_001.xy'))
        self.assertEqual(self.spectrum_model.get_spectrum().name, 'spectrum_001')
        self.assertNotEqual(len(self.x), len(self.spectrum_model.get_spectrum().x))
        self.assertNotEqual(len(self.y), len(self.spectrum_model.get_spectrum().y))

    def test_add_overlay(self):
        x_overlay = np.linspace(0, 10)
        y_overlay = np.linspace(0, 100)
        self.spectrum_model.add_overlay(x_overlay, y_overlay, "dummy")

        self.assertEqual(len(self.spectrum_model.overlays), 1)
        new_overlay = self.spectrum_model.get_overlay(0)
        self.assertEqual(new_overlay.name, "dummy")
        assert_array_almost_equal(new_overlay.x, x_overlay)
        assert_array_almost_equal(new_overlay.y, y_overlay)

    def test_add_overlay_from_file(self):
        filename = os.path.join(data_path, 'spectrum_001.xy')
        self.spectrum_model.add_overlay_file(filename)

        self.assertEqual(len(self.spectrum_model.overlays), 1)
        self.assertEqual(self.spectrum_model.get_overlay(0).name, ''.join(os.path.basename(filename).split('.')[0:-1]))

    def test_add_spectrum_as_overlay(self):
        self.spectrum_model.add_spectrum_as_overlay()
        self.assertEqual(len(self.spectrum_model.overlays), 1)


        assert_array_almost_equal(self.spectrum_model.get_overlay(0).x, self.spectrum_model.spectrum.x)
        assert_array_almost_equal(self.spectrum_model.get_overlay(0).y, self.spectrum_model.spectrum.y)


    def test_auto_background_subtraction(self):
        x = np.linspace(0, 24, 2500)
        y = np.zeros(x.shape)

        peaks = [
            [10, 3, 0.1],
            [12, 4, 0.1],
            [12, 6, 0.1],
            ]
        for peak in peaks:
            y += gaussian(x, peak[0], peak[1], peak[2])
        y_bkg = x * 0.4 + 5.0
        y_measurement = y + y_bkg

        self.spectrum_model.set_spectrum(x, y_measurement)

        auto_background_subtraction_parameters = [2, 50, 50]
        self.spectrum_model.set_auto_background_subtraction(auto_background_subtraction_parameters)

        x_spec, y_spec = self.spectrum_model.spectrum.data

        self.assertAlmostEqual(np.sum(y_spec- y),0)