[60af928] | 1 | import json |
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[cd31251] | 2 | import os |
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[60af928] | 3 | from collections import defaultdict |
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[b3e8629] | 4 | |
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[d4dac80] | 5 | import copy |
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[5236449] | 6 | import logging |
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| 7 | import traceback |
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[cbcdd2c] | 8 | from twisted.internet import threads |
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[1bc27f1] | 9 | import numpy as np |
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[e90988c] | 10 | import webbrowser |
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[5236449] | 11 | |
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[4992ff2] | 12 | from PyQt5 import QtCore |
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| 13 | from PyQt5 import QtGui |
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| 14 | from PyQt5 import QtWidgets |
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[60af928] | 15 | |
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| 16 | from sasmodels import generate |
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| 17 | from sasmodels import modelinfo |
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[5236449] | 18 | from sasmodels.sasview_model import load_standard_models |
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[18d5c94a] | 19 | from sasmodels.sasview_model import MultiplicationModel |
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[358b39d] | 20 | from sasmodels.weights import MODELS as POLYDISPERSITY_MODELS |
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| 21 | |
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[f182f93] | 22 | from sas.sascalc.fit.BumpsFitting import BumpsFit as Fit |
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[57be490] | 23 | from sas.sascalc.fit.pagestate import PageState |
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[5236449] | 24 | |
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[83eb5208] | 25 | import sas.qtgui.Utilities.GuiUtils as GuiUtils |
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[14ec91c5] | 26 | import sas.qtgui.Utilities.LocalConfig as LocalConfig |
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[dc5ef15] | 27 | from sas.qtgui.Utilities.CategoryInstaller import CategoryInstaller |
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| 28 | from sas.qtgui.Plotting.PlotterData import Data1D |
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| 29 | from sas.qtgui.Plotting.PlotterData import Data2D |
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[86d3207] | 30 | from sas.qtgui.Plotting.Plotter import PlotterWidget |
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[5236449] | 31 | |
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[1bc27f1] | 32 | from sas.qtgui.Perspectives.Fitting.UI.FittingWidgetUI import Ui_FittingWidgetUI |
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[dc5ef15] | 33 | from sas.qtgui.Perspectives.Fitting.FitThread import FitThread |
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[7adc2a8] | 34 | from sas.qtgui.Perspectives.Fitting.ConsoleUpdate import ConsoleUpdate |
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| 35 | |
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[dc5ef15] | 36 | from sas.qtgui.Perspectives.Fitting.ModelThread import Calc1D |
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| 37 | from sas.qtgui.Perspectives.Fitting.ModelThread import Calc2D |
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[4d457df] | 38 | from sas.qtgui.Perspectives.Fitting.FittingLogic import FittingLogic |
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| 39 | from sas.qtgui.Perspectives.Fitting import FittingUtilities |
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[3b3b40b] | 40 | from sas.qtgui.Perspectives.Fitting import ModelUtilities |
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[1bc27f1] | 41 | from sas.qtgui.Perspectives.Fitting.SmearingWidget import SmearingWidget |
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| 42 | from sas.qtgui.Perspectives.Fitting.OptionsWidget import OptionsWidget |
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| 43 | from sas.qtgui.Perspectives.Fitting.FitPage import FitPage |
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[ad6b4e2] | 44 | from sas.qtgui.Perspectives.Fitting.ViewDelegate import ModelViewDelegate |
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[6011788] | 45 | from sas.qtgui.Perspectives.Fitting.ViewDelegate import PolyViewDelegate |
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[b00414d] | 46 | from sas.qtgui.Perspectives.Fitting.ViewDelegate import MagnetismViewDelegate |
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[14ec91c5] | 47 | from sas.qtgui.Perspectives.Fitting.Constraint import Constraint |
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[eae226b] | 48 | from sas.qtgui.Perspectives.Fitting.MultiConstraint import MultiConstraint |
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[57be490] | 49 | from sas.qtgui.Perspectives.Fitting.ReportPageLogic import ReportPageLogic |
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| 50 | |
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[60af928] | 51 | TAB_MAGNETISM = 4 |
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| 52 | TAB_POLY = 3 |
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[cbcdd2c] | 53 | CATEGORY_DEFAULT = "Choose category..." |
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[4d457df] | 54 | CATEGORY_STRUCTURE = "Structure Factor" |
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[3b3b40b] | 55 | CATEGORY_CUSTOM = "Plugin Models" |
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[351b53e] | 56 | STRUCTURE_DEFAULT = "None" |
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[60af928] | 57 | |
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[358b39d] | 58 | DEFAULT_POLYDISP_FUNCTION = 'gaussian' |
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| 59 | |
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[7adc2a8] | 60 | |
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[dc71408] | 61 | logger = logging.getLogger(__name__) |
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| 62 | |
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[13cd397] | 63 | class ToolTippedItemModel(QtGui.QStandardItemModel): |
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[f54ce30] | 64 | """ |
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| 65 | Subclass from QStandardItemModel to allow displaying tooltips in |
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| 66 | QTableView model. |
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| 67 | """ |
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[d0dfcb2] | 68 | def __init__(self, parent=None): |
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[8e2cd79] | 69 | QtGui.QStandardItemModel.__init__(self, parent) |
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[13cd397] | 70 | |
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[fbfc488] | 71 | def headerData(self, section, orientation, role=QtCore.Qt.DisplayRole): |
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[f54ce30] | 72 | """ |
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| 73 | Displays tooltip for each column's header |
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| 74 | :param section: |
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| 75 | :param orientation: |
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| 76 | :param role: |
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| 77 | :return: |
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| 78 | """ |
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[13cd397] | 79 | if role == QtCore.Qt.ToolTipRole: |
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| 80 | if orientation == QtCore.Qt.Horizontal: |
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[b3e8629] | 81 | return str(self.header_tooltips[section]) |
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[ca7c6bd] | 82 | |
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[a95c44b] | 83 | return QtGui.QStandardItemModel.headerData(self, section, orientation, role) |
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[13cd397] | 84 | |
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[4992ff2] | 85 | class FittingWidget(QtWidgets.QWidget, Ui_FittingWidgetUI): |
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[60af928] | 86 | """ |
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[f46f6dc] | 87 | Main widget for selecting form and structure factor models |
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[60af928] | 88 | """ |
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[be8f4b0] | 89 | constraintAddedSignal = QtCore.pyqtSignal(list) |
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| 90 | newModelSignal = QtCore.pyqtSignal() |
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[3b3b40b] | 91 | fittingFinishedSignal = QtCore.pyqtSignal(tuple) |
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| 92 | batchFittingFinishedSignal = QtCore.pyqtSignal(tuple) |
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[dcabba7] | 93 | Calc1DFinishedSignal = QtCore.pyqtSignal(dict) |
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| 94 | Calc2DFinishedSignal = QtCore.pyqtSignal(dict) |
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[3b3b40b] | 95 | |
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[1bc27f1] | 96 | def __init__(self, parent=None, data=None, tab_id=1): |
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[60af928] | 97 | |
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| 98 | super(FittingWidget, self).__init__() |
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| 99 | |
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[86f88d1] | 100 | # Necessary globals |
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[cbcdd2c] | 101 | self.parent = parent |
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[2a432e7] | 102 | |
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| 103 | # Which tab is this widget displayed in? |
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| 104 | self.tab_id = tab_id |
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| 105 | |
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| 106 | # Globals |
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| 107 | self.initializeGlobals() |
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| 108 | |
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[d4dac80] | 109 | # data index for the batch set |
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| 110 | self.data_index = 0 |
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| 111 | # Main Data[12]D holders |
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| 112 | # Logics.data contains a single Data1D/Data2D object |
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| 113 | self._logic = [FittingLogic()] |
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| 114 | |
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[2a432e7] | 115 | # Main GUI setup up |
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| 116 | self.setupUi(self) |
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| 117 | self.setWindowTitle("Fitting") |
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| 118 | |
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| 119 | # Set up tabs widgets |
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| 120 | self.initializeWidgets() |
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| 121 | |
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| 122 | # Set up models and views |
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| 123 | self.initializeModels() |
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| 124 | |
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| 125 | # Defaults for the structure factors |
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| 126 | self.setDefaultStructureCombo() |
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| 127 | |
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| 128 | # Make structure factor and model CBs disabled |
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| 129 | self.disableModelCombo() |
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| 130 | self.disableStructureCombo() |
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| 131 | |
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| 132 | # Generate the category list for display |
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| 133 | self.initializeCategoryCombo() |
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| 134 | |
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| 135 | # Initial control state |
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| 136 | self.initializeControls() |
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| 137 | |
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[ebfe223] | 138 | QtWidgets.QApplication.processEvents() |
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| 139 | |
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| 140 | # Connect signals to controls |
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| 141 | self.initializeSignals() |
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| 142 | |
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[d4dac80] | 143 | if data is not None: |
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| 144 | self.data = data |
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[2a432e7] | 145 | |
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[457d961] | 146 | # New font to display angstrom symbol |
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| 147 | new_font = 'font-family: -apple-system, "Helvetica Neue", "Ubuntu";' |
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| 148 | self.label_17.setStyleSheet(new_font) |
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| 149 | self.label_19.setStyleSheet(new_font) |
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| 150 | |
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[d4dac80] | 151 | @property |
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| 152 | def logic(self): |
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| 153 | # make sure the logic contains at least one element |
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[8e2cd79] | 154 | assert self._logic |
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[d4dac80] | 155 | # logic connected to the currently shown data |
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| 156 | return self._logic[self.data_index] |
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[2a432e7] | 157 | |
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| 158 | @property |
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| 159 | def data(self): |
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| 160 | return self.logic.data |
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| 161 | |
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| 162 | @data.setter |
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| 163 | def data(self, value): |
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| 164 | """ data setter """ |
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[f7d14a1] | 165 | # Value is either a list of indices for batch fitting or a simple index |
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| 166 | # for standard fitting. Assure we have a list, regardless. |
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[ee18d33] | 167 | if isinstance(value, list): |
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| 168 | self.is_batch_fitting = True |
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| 169 | else: |
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| 170 | value = [value] |
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| 171 | |
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| 172 | assert isinstance(value[0], QtGui.QStandardItem) |
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| 173 | |
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| 174 | # Keep reference to all datasets for batch |
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| 175 | self.all_data = value |
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[2a432e7] | 176 | |
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[d4dac80] | 177 | # Create logics with data items |
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[f7d14a1] | 178 | # Logics.data contains only a single Data1D/Data2D object |
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[87dfca4] | 179 | if len(value) == 1: |
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| 180 | # single data logic is already defined, update data on it |
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| 181 | self._logic[0].data = GuiUtils.dataFromItem(value[0]) |
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| 182 | else: |
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| 183 | # batch datasets |
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[54492dc] | 184 | self._logic = [] |
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[87dfca4] | 185 | for data_item in value: |
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| 186 | logic = FittingLogic(data=GuiUtils.dataFromItem(data_item)) |
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| 187 | self._logic.append(logic) |
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[2a432e7] | 188 | |
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| 189 | # Overwrite data type descriptor |
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[339e22b] | 190 | |
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[2a432e7] | 191 | self.is2D = True if isinstance(self.logic.data, Data2D) else False |
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| 192 | |
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[f7d14a1] | 193 | # Let others know we're full of data now |
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[2a432e7] | 194 | self.data_is_loaded = True |
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| 195 | |
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| 196 | # Enable/disable UI components |
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| 197 | self.setEnablementOnDataLoad() |
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| 198 | |
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| 199 | def initializeGlobals(self): |
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| 200 | """ |
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| 201 | Initialize global variables used in this class |
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| 202 | """ |
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[cbcdd2c] | 203 | # SasModel is loaded |
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[60af928] | 204 | self.model_is_loaded = False |
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[cbcdd2c] | 205 | # Data[12]D passed and set |
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[5236449] | 206 | self.data_is_loaded = False |
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[ee18d33] | 207 | # Batch/single fitting |
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| 208 | self.is_batch_fitting = False |
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[7fd20fc] | 209 | self.is_chain_fitting = False |
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[ded5e77] | 210 | # Is the fit job running? |
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[8e2cd79] | 211 | self.fit_started = False |
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[ded5e77] | 212 | # The current fit thread |
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| 213 | self.calc_fit = None |
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[cbcdd2c] | 214 | # Current SasModel in view |
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[5236449] | 215 | self.kernel_module = None |
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[cbcdd2c] | 216 | # Current SasModel view dimension |
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[60af928] | 217 | self.is2D = False |
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[cbcdd2c] | 218 | # Current SasModel is multishell |
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[86f88d1] | 219 | self.model_has_shells = False |
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[cbcdd2c] | 220 | # Utility variable to enable unselectable option in category combobox |
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[86f88d1] | 221 | self._previous_category_index = 0 |
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[70f4458] | 222 | # Utility variables for multishell display |
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| 223 | self._n_shells_row = 0 |
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| 224 | self._num_shell_params = 0 |
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[cbcdd2c] | 225 | # Dictionary of {model name: model class} for the current category |
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[5236449] | 226 | self.models = {} |
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[f182f93] | 227 | # Parameters to fit |
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[6dbff18] | 228 | self.main_params_to_fit = [] |
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| 229 | self.poly_params_to_fit = [] |
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| 230 | self.magnet_params_to_fit = [] |
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| 231 | |
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[180bd54] | 232 | # Fit options |
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| 233 | self.q_range_min = 0.005 |
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| 234 | self.q_range_max = 0.1 |
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| 235 | self.npts = 25 |
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| 236 | self.log_points = False |
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| 237 | self.weighting = 0 |
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[2add354] | 238 | self.chi2 = None |
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[6011788] | 239 | # Does the control support UNDO/REDO |
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| 240 | # temporarily off |
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[2241130] | 241 | self.undo_supported = False |
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| 242 | self.page_stack = [] |
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[377ade1] | 243 | self.all_data = [] |
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[3b3b40b] | 244 | # custom plugin models |
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| 245 | # {model.name:model} |
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| 246 | self.custom_models = self.customModels() |
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[8222f171] | 247 | # Polydisp widget table default index for function combobox |
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| 248 | self.orig_poly_index = 3 |
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[d4dac80] | 249 | # copy of current kernel model |
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| 250 | self.kernel_module_copy = None |
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[6011788] | 251 | |
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[66d4370] | 252 | # dictionaries of current params |
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| 253 | self.poly_params = {} |
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| 254 | self.magnet_params = {} |
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| 255 | |
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[116dd4c1] | 256 | # Page id for fitting |
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| 257 | # To keep with previous SasView values, use 200 as the start offset |
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| 258 | self.page_id = 200 + self.tab_id |
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| 259 | |
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[d48cc19] | 260 | # Data for chosen model |
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| 261 | self.model_data = None |
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| 262 | |
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[a9b568c] | 263 | # Which shell is being currently displayed? |
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| 264 | self.current_shell_displayed = 0 |
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[0d13814] | 265 | # List of all shell-unique parameters |
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| 266 | self.shell_names = [] |
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[b00414d] | 267 | |
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| 268 | # Error column presence in parameter display |
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[f182f93] | 269 | self.has_error_column = False |
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[aca8418] | 270 | self.has_poly_error_column = False |
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[b00414d] | 271 | self.has_magnet_error_column = False |
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[a9b568c] | 272 | |
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[cb90b65] | 273 | # If the widget generated theory item, save it |
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| 274 | self.theory_item = None |
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| 275 | |
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[f37cab0] | 276 | # list column widths |
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| 277 | self.lstParamHeaderSizes = {} |
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| 278 | |
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[2a432e7] | 279 | # signal communicator |
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[cbcdd2c] | 280 | self.communicate = self.parent.communicate |
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[60af928] | 281 | |
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[2a432e7] | 282 | def initializeWidgets(self): |
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| 283 | """ |
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| 284 | Initialize widgets for tabs |
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| 285 | """ |
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[180bd54] | 286 | # Options widget |
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[4992ff2] | 287 | layout = QtWidgets.QGridLayout() |
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[180bd54] | 288 | self.options_widget = OptionsWidget(self, self.logic) |
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[1bc27f1] | 289 | layout.addWidget(self.options_widget) |
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[180bd54] | 290 | self.tabOptions.setLayout(layout) |
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| 291 | |
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[e1e3e09] | 292 | # Smearing widget |
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[4992ff2] | 293 | layout = QtWidgets.QGridLayout() |
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[e1e3e09] | 294 | self.smearing_widget = SmearingWidget(self) |
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[1bc27f1] | 295 | layout.addWidget(self.smearing_widget) |
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[180bd54] | 296 | self.tabResolution.setLayout(layout) |
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[e1e3e09] | 297 | |
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[b1e36a3] | 298 | # Define bold font for use in various controls |
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[1bc27f1] | 299 | self.boldFont = QtGui.QFont() |
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[a0f5c36] | 300 | self.boldFont.setBold(True) |
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| 301 | |
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| 302 | # Set data label |
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[b1e36a3] | 303 | self.label.setFont(self.boldFont) |
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| 304 | self.label.setText("No data loaded") |
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| 305 | self.lblFilename.setText("") |
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| 306 | |
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[6ff2eb3] | 307 | # Magnetic angles explained in one picture |
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[4992ff2] | 308 | self.magneticAnglesWidget = QtWidgets.QWidget() |
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| 309 | labl = QtWidgets.QLabel(self.magneticAnglesWidget) |
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[6ff2eb3] | 310 | pixmap = QtGui.QPixmap(GuiUtils.IMAGES_DIRECTORY_LOCATION + '/M_angles_pic.bmp') |
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| 311 | labl.setPixmap(pixmap) |
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| 312 | self.magneticAnglesWidget.setFixedSize(pixmap.width(), pixmap.height()) |
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| 313 | |
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[2a432e7] | 314 | def initializeModels(self): |
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| 315 | """ |
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| 316 | Set up models and views |
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| 317 | """ |
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[86f88d1] | 318 | # Set the main models |
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[cd31251] | 319 | # We can't use a single model here, due to restrictions on flattening |
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| 320 | # the model tree with subclassed QAbstractProxyModel... |
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[13cd397] | 321 | self._model_model = ToolTippedItemModel() |
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| 322 | self._poly_model = ToolTippedItemModel() |
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| 323 | self._magnet_model = ToolTippedItemModel() |
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[60af928] | 324 | |
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| 325 | # Param model displayed in param list |
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| 326 | self.lstParams.setModel(self._model_model) |
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[5236449] | 327 | self.readCategoryInfo() |
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[4992ff2] | 328 | |
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[60af928] | 329 | self.model_parameters = None |
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[ad6b4e2] | 330 | |
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| 331 | # Delegates for custom editing and display |
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| 332 | self.lstParams.setItemDelegate(ModelViewDelegate(self)) |
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| 333 | |
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[86f88d1] | 334 | self.lstParams.setAlternatingRowColors(True) |
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[61a92d4] | 335 | stylesheet = """ |
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[457d961] | 336 | |
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| 337 | QTreeView { |
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| 338 | paint-alternating-row-colors-for-empty-area:0; |
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| 339 | } |
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| 340 | |
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[97df8a9] | 341 | QTreeView::item { |
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| 342 | border: 1px; |
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[ebfe223] | 343 | padding: 2px 1px; |
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[97df8a9] | 344 | } |
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| 345 | |
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[2a432e7] | 346 | QTreeView::item:hover { |
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| 347 | background: qlineargradient(x1: 0, y1: 0, x2: 0, y2: 1, stop: 0 #e7effd, stop: 1 #cbdaf1); |
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| 348 | border: 1px solid #bfcde4; |
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[61a92d4] | 349 | } |
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[2a432e7] | 350 | |
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| 351 | QTreeView::item:selected { |
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| 352 | border: 1px solid #567dbc; |
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| 353 | } |
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| 354 | |
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| 355 | QTreeView::item:selected:active{ |
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| 356 | background: qlineargradient(x1: 0, y1: 0, x2: 0, y2: 1, stop: 0 #6ea1f1, stop: 1 #567dbc); |
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| 357 | } |
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| 358 | |
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| 359 | QTreeView::item:selected:!active { |
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| 360 | background: qlineargradient(x1: 0, y1: 0, x2: 0, y2: 1, stop: 0 #6b9be8, stop: 1 #577fbf); |
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| 361 | } |
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| 362 | """ |
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[61a92d4] | 363 | self.lstParams.setStyleSheet(stylesheet) |
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[672b8ab] | 364 | self.lstParams.setContextMenuPolicy(QtCore.Qt.CustomContextMenu) |
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[7fd20fc] | 365 | self.lstParams.customContextMenuRequested.connect(self.showModelContextMenu) |
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[457d961] | 366 | self.lstParams.setAttribute(QtCore.Qt.WA_MacShowFocusRect, False) |
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[f37cab0] | 367 | # Column resize signals |
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| 368 | self.lstParams.header().sectionResized.connect(self.onColumnWidthUpdate) |
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| 369 | |
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[60af928] | 370 | # Poly model displayed in poly list |
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[811bec1] | 371 | self.lstPoly.setModel(self._poly_model) |
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[60af928] | 372 | self.setPolyModel() |
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| 373 | self.setTableProperties(self.lstPoly) |
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[6011788] | 374 | # Delegates for custom editing and display |
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[aca8418] | 375 | self.lstPoly.setItemDelegate(PolyViewDelegate(self)) |
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| 376 | # Polydispersity function combo response |
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| 377 | self.lstPoly.itemDelegate().combo_updated.connect(self.onPolyComboIndexChange) |
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[e43fc91] | 378 | self.lstPoly.itemDelegate().filename_updated.connect(self.onPolyFilenameChange) |
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[60af928] | 379 | |
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| 380 | # Magnetism model displayed in magnetism list |
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| 381 | self.lstMagnetic.setModel(self._magnet_model) |
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| 382 | self.setMagneticModel() |
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| 383 | self.setTableProperties(self.lstMagnetic) |
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[b00414d] | 384 | # Delegates for custom editing and display |
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| 385 | self.lstMagnetic.setItemDelegate(MagnetismViewDelegate(self)) |
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[60af928] | 386 | |
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[2a432e7] | 387 | def initializeCategoryCombo(self): |
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| 388 | """ |
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| 389 | Model category combo setup |
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| 390 | """ |
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[60af928] | 391 | category_list = sorted(self.master_category_dict.keys()) |
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[86f88d1] | 392 | self.cbCategory.addItem(CATEGORY_DEFAULT) |
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[60af928] | 393 | self.cbCategory.addItems(category_list) |
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[3d18691] | 394 | if CATEGORY_STRUCTURE not in category_list: |
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| 395 | self.cbCategory.addItem(CATEGORY_STRUCTURE) |
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[6f7f652] | 396 | self.cbCategory.setCurrentIndex(0) |
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[60af928] | 397 | |
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[e1e3e09] | 398 | def setEnablementOnDataLoad(self): |
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| 399 | """ |
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| 400 | Enable/disable various UI elements based on data loaded |
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| 401 | """ |
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[cbcdd2c] | 402 | # Tag along functionality |
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[b1e36a3] | 403 | self.label.setText("Data loaded from: ") |
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[6b50296] | 404 | if self.logic.data.filename: |
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| 405 | self.lblFilename.setText(self.logic.data.filename) |
---|
| 406 | else: |
---|
| 407 | self.lblFilename.setText(self.logic.data.name) |
---|
[5236449] | 408 | self.updateQRange() |
---|
[e1e3e09] | 409 | # Switch off Data2D control |
---|
| 410 | self.chk2DView.setEnabled(False) |
---|
| 411 | self.chk2DView.setVisible(False) |
---|
[6ff2eb3] | 412 | self.chkMagnetism.setEnabled(self.is2D) |
---|
[e20870bc] | 413 | self.tabFitting.setTabEnabled(TAB_MAGNETISM, self.chkMagnetism.isChecked()) |
---|
[ee18d33] | 414 | # Combo box or label for file name" |
---|
| 415 | if self.is_batch_fitting: |
---|
| 416 | self.lblFilename.setVisible(False) |
---|
| 417 | for dataitem in self.all_data: |
---|
| 418 | filename = GuiUtils.dataFromItem(dataitem).filename |
---|
| 419 | self.cbFileNames.addItem(filename) |
---|
| 420 | self.cbFileNames.setVisible(True) |
---|
[7fd20fc] | 421 | self.chkChainFit.setEnabled(True) |
---|
| 422 | self.chkChainFit.setVisible(True) |
---|
[38eb433] | 423 | # This panel is not designed to view individual fits, so disable plotting |
---|
| 424 | self.cmdPlot.setVisible(False) |
---|
[180bd54] | 425 | # Similarly on other tabs |
---|
| 426 | self.options_widget.setEnablementOnDataLoad() |
---|
[f7d14a1] | 427 | self.onSelectModel() |
---|
[e1e3e09] | 428 | # Smearing tab |
---|
[9a7c81c] | 429 | self.smearing_widget.updateData(self.data) |
---|
[60af928] | 430 | |
---|
[f46f6dc] | 431 | def acceptsData(self): |
---|
| 432 | """ Tells the caller this widget can accept new dataset """ |
---|
[5236449] | 433 | return not self.data_is_loaded |
---|
[f46f6dc] | 434 | |
---|
[6f7f652] | 435 | def disableModelCombo(self): |
---|
[cbcdd2c] | 436 | """ Disable the combobox """ |
---|
[6f7f652] | 437 | self.cbModel.setEnabled(False) |
---|
[b1e36a3] | 438 | self.lblModel.setEnabled(False) |
---|
[6f7f652] | 439 | |
---|
| 440 | def enableModelCombo(self): |
---|
[cbcdd2c] | 441 | """ Enable the combobox """ |
---|
[6f7f652] | 442 | self.cbModel.setEnabled(True) |
---|
[b1e36a3] | 443 | self.lblModel.setEnabled(True) |
---|
[6f7f652] | 444 | |
---|
| 445 | def disableStructureCombo(self): |
---|
[cbcdd2c] | 446 | """ Disable the combobox """ |
---|
[6f7f652] | 447 | self.cbStructureFactor.setEnabled(False) |
---|
[b1e36a3] | 448 | self.lblStructure.setEnabled(False) |
---|
[6f7f652] | 449 | |
---|
| 450 | def enableStructureCombo(self): |
---|
[cbcdd2c] | 451 | """ Enable the combobox """ |
---|
[6f7f652] | 452 | self.cbStructureFactor.setEnabled(True) |
---|
[b1e36a3] | 453 | self.lblStructure.setEnabled(True) |
---|
[6f7f652] | 454 | |
---|
[0268aed] | 455 | def togglePoly(self, isChecked): |
---|
[454670d] | 456 | """ Enable/disable the polydispersity tab """ |
---|
[0268aed] | 457 | self.tabFitting.setTabEnabled(TAB_POLY, isChecked) |
---|
| 458 | |
---|
| 459 | def toggleMagnetism(self, isChecked): |
---|
[454670d] | 460 | """ Enable/disable the magnetism tab """ |
---|
[0268aed] | 461 | self.tabFitting.setTabEnabled(TAB_MAGNETISM, isChecked) |
---|
| 462 | |
---|
[7fd20fc] | 463 | def toggleChainFit(self, isChecked): |
---|
| 464 | """ Enable/disable chain fitting """ |
---|
| 465 | self.is_chain_fitting = isChecked |
---|
| 466 | |
---|
[0268aed] | 467 | def toggle2D(self, isChecked): |
---|
[454670d] | 468 | """ Enable/disable the controls dependent on 1D/2D data instance """ |
---|
[0268aed] | 469 | self.chkMagnetism.setEnabled(isChecked) |
---|
| 470 | self.is2D = isChecked |
---|
[1970780] | 471 | # Reload the current model |
---|
[e1e3e09] | 472 | if self.kernel_module: |
---|
| 473 | self.onSelectModel() |
---|
[5236449] | 474 | |
---|
[8b480d27] | 475 | @classmethod |
---|
| 476 | def customModels(cls): |
---|
[3b3b40b] | 477 | """ Reads in file names in the custom plugin directory """ |
---|
| 478 | return ModelUtilities._find_models() |
---|
| 479 | |
---|
[86f88d1] | 480 | def initializeControls(self): |
---|
| 481 | """ |
---|
| 482 | Set initial control enablement |
---|
| 483 | """ |
---|
[ee18d33] | 484 | self.cbFileNames.setVisible(False) |
---|
[86f88d1] | 485 | self.cmdFit.setEnabled(False) |
---|
[d48cc19] | 486 | self.cmdPlot.setEnabled(False) |
---|
[180bd54] | 487 | self.options_widget.cmdComputePoints.setVisible(False) # probably redundant |
---|
[86f88d1] | 488 | self.chkPolydispersity.setEnabled(True) |
---|
| 489 | self.chkPolydispersity.setCheckState(False) |
---|
| 490 | self.chk2DView.setEnabled(True) |
---|
| 491 | self.chk2DView.setCheckState(False) |
---|
| 492 | self.chkMagnetism.setEnabled(False) |
---|
| 493 | self.chkMagnetism.setCheckState(False) |
---|
[7fd20fc] | 494 | self.chkChainFit.setEnabled(False) |
---|
| 495 | self.chkChainFit.setVisible(False) |
---|
[cbcdd2c] | 496 | # Tabs |
---|
[86f88d1] | 497 | self.tabFitting.setTabEnabled(TAB_POLY, False) |
---|
| 498 | self.tabFitting.setTabEnabled(TAB_MAGNETISM, False) |
---|
| 499 | self.lblChi2Value.setText("---") |
---|
[e1e3e09] | 500 | # Smearing tab |
---|
[9a7c81c] | 501 | self.smearing_widget.updateData(self.data) |
---|
[180bd54] | 502 | # Line edits in the option tab |
---|
| 503 | self.updateQRange() |
---|
[86f88d1] | 504 | |
---|
| 505 | def initializeSignals(self): |
---|
| 506 | """ |
---|
| 507 | Connect GUI element signals |
---|
| 508 | """ |
---|
[cbcdd2c] | 509 | # Comboboxes |
---|
[cd31251] | 510 | self.cbStructureFactor.currentIndexChanged.connect(self.onSelectStructureFactor) |
---|
| 511 | self.cbCategory.currentIndexChanged.connect(self.onSelectCategory) |
---|
| 512 | self.cbModel.currentIndexChanged.connect(self.onSelectModel) |
---|
[ee18d33] | 513 | self.cbFileNames.currentIndexChanged.connect(self.onSelectBatchFilename) |
---|
[cbcdd2c] | 514 | # Checkboxes |
---|
[86f88d1] | 515 | self.chk2DView.toggled.connect(self.toggle2D) |
---|
| 516 | self.chkPolydispersity.toggled.connect(self.togglePoly) |
---|
| 517 | self.chkMagnetism.toggled.connect(self.toggleMagnetism) |
---|
[7fd20fc] | 518 | self.chkChainFit.toggled.connect(self.toggleChainFit) |
---|
[cbcdd2c] | 519 | # Buttons |
---|
[5236449] | 520 | self.cmdFit.clicked.connect(self.onFit) |
---|
[cbcdd2c] | 521 | self.cmdPlot.clicked.connect(self.onPlot) |
---|
[2add354] | 522 | self.cmdHelp.clicked.connect(self.onHelp) |
---|
[6ff2eb3] | 523 | self.cmdMagneticDisplay.clicked.connect(self.onDisplayMagneticAngles) |
---|
[cbcdd2c] | 524 | |
---|
| 525 | # Respond to change in parameters from the UI |
---|
[b00414d] | 526 | self._model_model.itemChanged.connect(self.onMainParamsChange) |
---|
[eae226b] | 527 | #self.constraintAddedSignal.connect(self.modifyViewOnConstraint) |
---|
[cd31251] | 528 | self._poly_model.itemChanged.connect(self.onPolyModelChange) |
---|
[b00414d] | 529 | self._magnet_model.itemChanged.connect(self.onMagnetModelChange) |
---|
[3b3b40b] | 530 | self.lstParams.selectionModel().selectionChanged.connect(self.onSelectionChanged) |
---|
| 531 | |
---|
| 532 | # Local signals |
---|
| 533 | self.batchFittingFinishedSignal.connect(self.batchFitComplete) |
---|
| 534 | self.fittingFinishedSignal.connect(self.fitComplete) |
---|
[d4dac80] | 535 | self.Calc1DFinishedSignal.connect(self.complete1D) |
---|
| 536 | self.Calc2DFinishedSignal.connect(self.complete2D) |
---|
[86f88d1] | 537 | |
---|
[180bd54] | 538 | # Signals from separate tabs asking for replot |
---|
| 539 | self.options_widget.plot_signal.connect(self.onOptionsUpdate) |
---|
| 540 | |
---|
[3b3b40b] | 541 | # Signals from other widgets |
---|
| 542 | self.communicate.customModelDirectoryChanged.connect(self.onCustomModelChange) |
---|
[57be490] | 543 | self.communicate.saveAnalysisSignal.connect(self.savePageState) |
---|
[9a7c81c] | 544 | self.smearing_widget.smearingChangedSignal.connect(self.onSmearingOptionsUpdate) |
---|
[8e2cd79] | 545 | self.communicate.copyFitParamsSignal.connect(self.onParameterCopy) |
---|
| 546 | self.communicate.pasteFitParamsSignal.connect(self.onParameterPaste) |
---|
[3b3b40b] | 547 | |
---|
[3d18691] | 548 | # Communicator signal |
---|
| 549 | self.communicate.updateModelCategoriesSignal.connect(self.onCategoriesChanged) |
---|
| 550 | |
---|
[d3c0b95] | 551 | def modelName(self): |
---|
| 552 | """ |
---|
| 553 | Returns model name, by default M<tab#>, e.g. M1, M2 |
---|
| 554 | """ |
---|
| 555 | return "M%i" % self.tab_id |
---|
| 556 | |
---|
| 557 | def nameForFittedData(self, name): |
---|
| 558 | """ |
---|
| 559 | Generate name for the current fit |
---|
| 560 | """ |
---|
| 561 | if self.is2D: |
---|
| 562 | name += "2d" |
---|
| 563 | name = "%s [%s]" % (self.modelName(), name) |
---|
| 564 | return name |
---|
[7fd20fc] | 565 | |
---|
[d3c0b95] | 566 | def showModelContextMenu(self, position): |
---|
| 567 | """ |
---|
| 568 | Show context specific menu in the parameter table. |
---|
| 569 | When clicked on parameter(s): fitting/constraints options |
---|
| 570 | When clicked on white space: model description |
---|
| 571 | """ |
---|
[50cafe7] | 572 | rows = [s.row() for s in self.lstParams.selectionModel().selectedRows() |
---|
| 573 | if self.isCheckable(s.row())] |
---|
[7fd20fc] | 574 | menu = self.showModelDescription() if not rows else self.modelContextMenu(rows) |
---|
| 575 | try: |
---|
| 576 | menu.exec_(self.lstParams.viewport().mapToGlobal(position)) |
---|
| 577 | except AttributeError as ex: |
---|
[bb477f5] | 578 | logger.error("Error generating context menu: %s" % ex) |
---|
[7fd20fc] | 579 | return |
---|
| 580 | |
---|
| 581 | def modelContextMenu(self, rows): |
---|
[eae226b] | 582 | """ |
---|
[d3c0b95] | 583 | Create context menu for the parameter selection |
---|
[eae226b] | 584 | """ |
---|
[7fd20fc] | 585 | menu = QtWidgets.QMenu() |
---|
[eae226b] | 586 | num_rows = len(rows) |
---|
[63319b0] | 587 | if num_rows < 1: |
---|
| 588 | return menu |
---|
[7fd20fc] | 589 | # Select for fitting |
---|
[8e2cd79] | 590 | param_string = "parameter " if num_rows == 1 else "parameters " |
---|
| 591 | to_string = "to its current value" if num_rows == 1 else "to their current values" |
---|
[d3c0b95] | 592 | has_constraints = any([self.rowHasConstraint(i) for i in rows]) |
---|
[eae226b] | 593 | |
---|
[7fd20fc] | 594 | self.actionSelect = QtWidgets.QAction(self) |
---|
| 595 | self.actionSelect.setObjectName("actionSelect") |
---|
[eae226b] | 596 | self.actionSelect.setText(QtCore.QCoreApplication.translate("self", "Select "+param_string+" for fitting")) |
---|
[7fd20fc] | 597 | # Unselect from fitting |
---|
| 598 | self.actionDeselect = QtWidgets.QAction(self) |
---|
| 599 | self.actionDeselect.setObjectName("actionDeselect") |
---|
[eae226b] | 600 | self.actionDeselect.setText(QtCore.QCoreApplication.translate("self", "De-select "+param_string+" from fitting")) |
---|
[7fd20fc] | 601 | |
---|
| 602 | self.actionConstrain = QtWidgets.QAction(self) |
---|
| 603 | self.actionConstrain.setObjectName("actionConstrain") |
---|
[eae226b] | 604 | self.actionConstrain.setText(QtCore.QCoreApplication.translate("self", "Constrain "+param_string + to_string)) |
---|
| 605 | |
---|
| 606 | self.actionRemoveConstraint = QtWidgets.QAction(self) |
---|
| 607 | self.actionRemoveConstraint.setObjectName("actionRemoveConstrain") |
---|
| 608 | self.actionRemoveConstraint.setText(QtCore.QCoreApplication.translate("self", "Remove constraint")) |
---|
[7fd20fc] | 609 | |
---|
| 610 | self.actionMultiConstrain = QtWidgets.QAction(self) |
---|
| 611 | self.actionMultiConstrain.setObjectName("actionMultiConstrain") |
---|
| 612 | self.actionMultiConstrain.setText(QtCore.QCoreApplication.translate("self", "Constrain selected parameters to their current values")) |
---|
| 613 | |
---|
| 614 | self.actionMutualMultiConstrain = QtWidgets.QAction(self) |
---|
| 615 | self.actionMutualMultiConstrain.setObjectName("actionMutualMultiConstrain") |
---|
| 616 | self.actionMutualMultiConstrain.setText(QtCore.QCoreApplication.translate("self", "Mutual constrain of selected parameters...")) |
---|
| 617 | |
---|
| 618 | menu.addAction(self.actionSelect) |
---|
| 619 | menu.addAction(self.actionDeselect) |
---|
| 620 | menu.addSeparator() |
---|
| 621 | |
---|
[d3c0b95] | 622 | if has_constraints: |
---|
[eae226b] | 623 | menu.addAction(self.actionRemoveConstraint) |
---|
[d3c0b95] | 624 | #if num_rows == 1: |
---|
| 625 | # menu.addAction(self.actionEditConstraint) |
---|
[eae226b] | 626 | else: |
---|
[7fd20fc] | 627 | menu.addAction(self.actionConstrain) |
---|
[d3c0b95] | 628 | if num_rows == 2: |
---|
| 629 | menu.addAction(self.actionMutualMultiConstrain) |
---|
[7fd20fc] | 630 | |
---|
| 631 | # Define the callbacks |
---|
[0595bb7] | 632 | self.actionConstrain.triggered.connect(self.addSimpleConstraint) |
---|
[eae226b] | 633 | self.actionRemoveConstraint.triggered.connect(self.deleteConstraint) |
---|
[0595bb7] | 634 | self.actionMutualMultiConstrain.triggered.connect(self.showMultiConstraint) |
---|
[7fd20fc] | 635 | self.actionSelect.triggered.connect(self.selectParameters) |
---|
| 636 | self.actionDeselect.triggered.connect(self.deselectParameters) |
---|
| 637 | return menu |
---|
| 638 | |
---|
[0595bb7] | 639 | def showMultiConstraint(self): |
---|
[7fd20fc] | 640 | """ |
---|
| 641 | Show the constraint widget and receive the expression |
---|
| 642 | """ |
---|
[0595bb7] | 643 | selected_rows = self.lstParams.selectionModel().selectedRows() |
---|
[6e58f2f] | 644 | # There have to be only two rows selected. The caller takes care of that |
---|
| 645 | # but let's check the correctness. |
---|
[8e2cd79] | 646 | assert len(selected_rows) == 2 |
---|
[0595bb7] | 647 | |
---|
| 648 | params_list = [s.data() for s in selected_rows] |
---|
[eae226b] | 649 | # Create and display the widget for param1 and param2 |
---|
[7fd20fc] | 650 | mc_widget = MultiConstraint(self, params=params_list) |
---|
[305114c] | 651 | # Check if any of the parameters are polydisperse |
---|
| 652 | if not np.any([FittingUtilities.isParamPolydisperse(p, self.model_parameters, is2D=self.is2D) for p in params_list]): |
---|
| 653 | # no parameters are pd - reset the text to not show the warning |
---|
| 654 | mc_widget.lblWarning.setText("") |
---|
[eae226b] | 655 | if mc_widget.exec_() != QtWidgets.QDialog.Accepted: |
---|
| 656 | return |
---|
| 657 | |
---|
[0595bb7] | 658 | constraint = Constraint() |
---|
| 659 | c_text = mc_widget.txtConstraint.text() |
---|
| 660 | |
---|
[eae226b] | 661 | # widget.params[0] is the parameter we're constraining |
---|
| 662 | constraint.param = mc_widget.params[0] |
---|
[3b3b40b] | 663 | # parameter should have the model name preamble |
---|
[06234fc] | 664 | model_name = self.kernel_module.name |
---|
[3b3b40b] | 665 | # param_used is the parameter we're using in constraining function |
---|
| 666 | param_used = mc_widget.params[1] |
---|
| 667 | # Replace param_used with model_name.param_used |
---|
| 668 | updated_param_used = model_name + "." + param_used |
---|
| 669 | new_func = c_text.replace(param_used, updated_param_used) |
---|
| 670 | constraint.func = new_func |
---|
[d3c0b95] | 671 | # Which row is the constrained parameter in? |
---|
[2d466e4] | 672 | row = self.getRowFromName(constraint.param) |
---|
[eae226b] | 673 | |
---|
[6e58f2f] | 674 | # Create a new item and add the Constraint object as a child |
---|
| 675 | self.addConstraintToRow(constraint=constraint, row=row) |
---|
[eae226b] | 676 | |
---|
[2d466e4] | 677 | def getRowFromName(self, name): |
---|
[eae226b] | 678 | """ |
---|
[d3c0b95] | 679 | Given parameter name get the row number in self._model_model |
---|
[eae226b] | 680 | """ |
---|
| 681 | for row in range(self._model_model.rowCount()): |
---|
| 682 | row_name = self._model_model.item(row).text() |
---|
| 683 | if row_name == name: |
---|
| 684 | return row |
---|
| 685 | return None |
---|
| 686 | |
---|
[2d466e4] | 687 | def getParamNames(self): |
---|
| 688 | """ |
---|
| 689 | Return list of all parameters for the current model |
---|
| 690 | """ |
---|
[00b7ddf0] | 691 | return [self._model_model.item(row).text() |
---|
| 692 | for row in range(self._model_model.rowCount()) |
---|
| 693 | if self.isCheckable(row)] |
---|
[2d466e4] | 694 | |
---|
[eae226b] | 695 | def modifyViewOnRow(self, row, font=None, brush=None): |
---|
| 696 | """ |
---|
| 697 | Chage how the given row of the main model is shown |
---|
| 698 | """ |
---|
| 699 | fields_enabled = False |
---|
| 700 | if font is None: |
---|
| 701 | font = QtGui.QFont() |
---|
| 702 | fields_enabled = True |
---|
| 703 | if brush is None: |
---|
| 704 | brush = QtGui.QBrush() |
---|
| 705 | fields_enabled = True |
---|
[0595bb7] | 706 | self._model_model.blockSignals(True) |
---|
| 707 | # Modify font and foreground of affected rows |
---|
| 708 | for column in range(0, self._model_model.columnCount()): |
---|
| 709 | self._model_model.item(row, column).setForeground(brush) |
---|
| 710 | self._model_model.item(row, column).setFont(font) |
---|
[eae226b] | 711 | self._model_model.item(row, column).setEditable(fields_enabled) |
---|
[0595bb7] | 712 | self._model_model.blockSignals(False) |
---|
| 713 | |
---|
[c5a2722f] | 714 | def addConstraintToRow(self, constraint=None, row=0): |
---|
| 715 | """ |
---|
| 716 | Adds the constraint object to requested row |
---|
| 717 | """ |
---|
| 718 | # Create a new item and add the Constraint object as a child |
---|
[8e2cd79] | 719 | assert isinstance(constraint, Constraint) |
---|
| 720 | assert 0 <= row <= self._model_model.rowCount() |
---|
[00b7ddf0] | 721 | assert self.isCheckable(row) |
---|
[c5a2722f] | 722 | |
---|
| 723 | item = QtGui.QStandardItem() |
---|
| 724 | item.setData(constraint) |
---|
| 725 | self._model_model.item(row, 1).setChild(0, item) |
---|
| 726 | # Set min/max to the value constrained |
---|
| 727 | self.constraintAddedSignal.emit([row]) |
---|
| 728 | # Show visual hints for the constraint |
---|
| 729 | font = QtGui.QFont() |
---|
| 730 | font.setItalic(True) |
---|
| 731 | brush = QtGui.QBrush(QtGui.QColor('blue')) |
---|
| 732 | self.modifyViewOnRow(row, font=font, brush=brush) |
---|
| 733 | self.communicate.statusBarUpdateSignal.emit('Constraint added') |
---|
| 734 | |
---|
[0595bb7] | 735 | def addSimpleConstraint(self): |
---|
[7fd20fc] | 736 | """ |
---|
| 737 | Adds a constraint on a single parameter. |
---|
[2add354] | 738 | """ |
---|
[d3c0b95] | 739 | min_col = self.lstParams.itemDelegate().param_min |
---|
| 740 | max_col = self.lstParams.itemDelegate().param_max |
---|
[0595bb7] | 741 | for row in self.selectedParameters(): |
---|
[00b7ddf0] | 742 | assert(self.isCheckable(row)) |
---|
[0595bb7] | 743 | param = self._model_model.item(row, 0).text() |
---|
| 744 | value = self._model_model.item(row, 1).text() |
---|
[235d766] | 745 | min_t = self._model_model.item(row, min_col).text() |
---|
| 746 | max_t = self._model_model.item(row, max_col).text() |
---|
[eae226b] | 747 | # Create a Constraint object |
---|
[235d766] | 748 | constraint = Constraint(param=param, value=value, min=min_t, max=max_t) |
---|
[eae226b] | 749 | # Create a new item and add the Constraint object as a child |
---|
[0595bb7] | 750 | item = QtGui.QStandardItem() |
---|
| 751 | item.setData(constraint) |
---|
| 752 | self._model_model.item(row, 1).setChild(0, item) |
---|
[235d766] | 753 | # Assumed correctness from the validator |
---|
| 754 | value = float(value) |
---|
| 755 | # BUMPS calculates log(max-min) without any checks, so let's assign minor range |
---|
| 756 | min_v = value - (value/10000.0) |
---|
| 757 | max_v = value + (value/10000.0) |
---|
[eae226b] | 758 | # Set min/max to the value constrained |
---|
[235d766] | 759 | self._model_model.item(row, min_col).setText(str(min_v)) |
---|
| 760 | self._model_model.item(row, max_col).setText(str(max_v)) |
---|
[be8f4b0] | 761 | self.constraintAddedSignal.emit([row]) |
---|
[eae226b] | 762 | # Show visual hints for the constraint |
---|
| 763 | font = QtGui.QFont() |
---|
| 764 | font.setItalic(True) |
---|
| 765 | brush = QtGui.QBrush(QtGui.QColor('blue')) |
---|
| 766 | self.modifyViewOnRow(row, font=font, brush=brush) |
---|
[7fd20fc] | 767 | self.communicate.statusBarUpdateSignal.emit('Constraint added') |
---|
| 768 | |
---|
[eae226b] | 769 | def deleteConstraint(self): |
---|
| 770 | """ |
---|
| 771 | Delete constraints from selected parameters. |
---|
| 772 | """ |
---|
[8e2cd79] | 773 | params = [s.data() for s in self.lstParams.selectionModel().selectedRows() |
---|
[3b3b40b] | 774 | if self.isCheckable(s.row())] |
---|
| 775 | for param in params: |
---|
| 776 | self.deleteConstraintOnParameter(param=param) |
---|
[be8f4b0] | 777 | |
---|
| 778 | def deleteConstraintOnParameter(self, param=None): |
---|
| 779 | """ |
---|
| 780 | Delete the constraint on model parameter 'param' |
---|
| 781 | """ |
---|
[d3c0b95] | 782 | min_col = self.lstParams.itemDelegate().param_min |
---|
| 783 | max_col = self.lstParams.itemDelegate().param_max |
---|
[be8f4b0] | 784 | for row in range(self._model_model.rowCount()): |
---|
[00b7ddf0] | 785 | if not self.isCheckable(row): |
---|
| 786 | continue |
---|
[3b3b40b] | 787 | if not self.rowHasConstraint(row): |
---|
| 788 | continue |
---|
[eae226b] | 789 | # Get the Constraint object from of the model item |
---|
| 790 | item = self._model_model.item(row, 1) |
---|
[3b3b40b] | 791 | constraint = self.getConstraintForRow(row) |
---|
[d3c0b95] | 792 | if constraint is None: |
---|
| 793 | continue |
---|
| 794 | if not isinstance(constraint, Constraint): |
---|
| 795 | continue |
---|
[be8f4b0] | 796 | if param and constraint.param != param: |
---|
| 797 | continue |
---|
| 798 | # Now we got the right row. Delete the constraint and clean up |
---|
[eae226b] | 799 | # Retrieve old values and put them on the model |
---|
| 800 | if constraint.min is not None: |
---|
[d3c0b95] | 801 | self._model_model.item(row, min_col).setText(constraint.min) |
---|
[eae226b] | 802 | if constraint.max is not None: |
---|
[d3c0b95] | 803 | self._model_model.item(row, max_col).setText(constraint.max) |
---|
[eae226b] | 804 | # Remove constraint item |
---|
| 805 | item.removeRow(0) |
---|
[be8f4b0] | 806 | self.constraintAddedSignal.emit([row]) |
---|
[eae226b] | 807 | self.modifyViewOnRow(row) |
---|
[be8f4b0] | 808 | |
---|
[eae226b] | 809 | self.communicate.statusBarUpdateSignal.emit('Constraint removed') |
---|
[be8f4b0] | 810 | |
---|
[d3c0b95] | 811 | def getConstraintForRow(self, row): |
---|
| 812 | """ |
---|
[c4b23dd] | 813 | For the given row, return its constraint, if any (otherwise None) |
---|
[d3c0b95] | 814 | """ |
---|
[c4b23dd] | 815 | if not self.isCheckable(row): |
---|
| 816 | return None |
---|
| 817 | item = self._model_model.item(row, 1) |
---|
| 818 | try: |
---|
| 819 | return item.child(0).data() |
---|
| 820 | except AttributeError: |
---|
| 821 | return None |
---|
[d3c0b95] | 822 | |
---|
[eae226b] | 823 | def rowHasConstraint(self, row): |
---|
| 824 | """ |
---|
| 825 | Finds out if row of the main model has a constraint child |
---|
| 826 | """ |
---|
[c4b23dd] | 827 | if not self.isCheckable(row): |
---|
| 828 | return False |
---|
| 829 | item = self._model_model.item(row, 1) |
---|
| 830 | if not item.hasChildren(): |
---|
| 831 | return False |
---|
| 832 | c = item.child(0).data() |
---|
| 833 | if isinstance(c, Constraint): |
---|
| 834 | return True |
---|
[be8f4b0] | 835 | return False |
---|
[116dd4c1] | 836 | |
---|
| 837 | def rowHasActiveConstraint(self, row): |
---|
| 838 | """ |
---|
| 839 | Finds out if row of the main model has an active constraint child |
---|
| 840 | """ |
---|
[c4b23dd] | 841 | if not self.isCheckable(row): |
---|
| 842 | return False |
---|
| 843 | item = self._model_model.item(row, 1) |
---|
| 844 | if not item.hasChildren(): |
---|
| 845 | return False |
---|
| 846 | c = item.child(0).data() |
---|
| 847 | if isinstance(c, Constraint) and c.active: |
---|
| 848 | return True |
---|
[235d766] | 849 | return False |
---|
| 850 | |
---|
| 851 | def rowHasActiveComplexConstraint(self, row): |
---|
| 852 | """ |
---|
| 853 | Finds out if row of the main model has an active, nontrivial constraint child |
---|
| 854 | """ |
---|
[c4b23dd] | 855 | if not self.isCheckable(row): |
---|
| 856 | return False |
---|
| 857 | item = self._model_model.item(row, 1) |
---|
| 858 | if not item.hasChildren(): |
---|
| 859 | return False |
---|
| 860 | c = item.child(0).data() |
---|
| 861 | if isinstance(c, Constraint) and c.func and c.active: |
---|
| 862 | return True |
---|
[116dd4c1] | 863 | return False |
---|
[eae226b] | 864 | |
---|
[7fd20fc] | 865 | def selectParameters(self): |
---|
| 866 | """ |
---|
[d3c0b95] | 867 | Selected parameter is chosen for fitting |
---|
[7fd20fc] | 868 | """ |
---|
| 869 | status = QtCore.Qt.Checked |
---|
| 870 | self.setParameterSelection(status) |
---|
| 871 | |
---|
| 872 | def deselectParameters(self): |
---|
| 873 | """ |
---|
| 874 | Selected parameters are removed for fitting |
---|
| 875 | """ |
---|
| 876 | status = QtCore.Qt.Unchecked |
---|
| 877 | self.setParameterSelection(status) |
---|
| 878 | |
---|
| 879 | def selectedParameters(self): |
---|
| 880 | """ Returns list of selected (highlighted) parameters """ |
---|
[d3c0b95] | 881 | return [s.row() for s in self.lstParams.selectionModel().selectedRows() |
---|
| 882 | if self.isCheckable(s.row())] |
---|
[7fd20fc] | 883 | |
---|
| 884 | def setParameterSelection(self, status=QtCore.Qt.Unchecked): |
---|
| 885 | """ |
---|
| 886 | Selected parameters are chosen for fitting |
---|
| 887 | """ |
---|
| 888 | # Convert to proper indices and set requested enablement |
---|
| 889 | for row in self.selectedParameters(): |
---|
| 890 | self._model_model.item(row, 0).setCheckState(status) |
---|
[d3c0b95] | 891 | |
---|
| 892 | def getConstraintsForModel(self): |
---|
| 893 | """ |
---|
| 894 | Return a list of tuples. Each tuple contains constraints mapped as |
---|
| 895 | ('constrained parameter', 'function to constrain') |
---|
| 896 | e.g. [('sld','5*sld_solvent')] |
---|
| 897 | """ |
---|
| 898 | param_number = self._model_model.rowCount() |
---|
| 899 | params = [(self._model_model.item(s, 0).text(), |
---|
[c5a2722f] | 900 | self._model_model.item(s, 1).child(0).data().func) |
---|
[116dd4c1] | 901 | for s in range(param_number) if self.rowHasActiveConstraint(s)] |
---|
[d3c0b95] | 902 | return params |
---|
[7fd20fc] | 903 | |
---|
[235d766] | 904 | def getComplexConstraintsForModel(self): |
---|
| 905 | """ |
---|
| 906 | Return a list of tuples. Each tuple contains constraints mapped as |
---|
| 907 | ('constrained parameter', 'function to constrain') |
---|
[06234fc] | 908 | e.g. [('sld','5*M2.sld_solvent')]. |
---|
[235d766] | 909 | Only for constraints with defined VALUE |
---|
| 910 | """ |
---|
| 911 | param_number = self._model_model.rowCount() |
---|
| 912 | params = [(self._model_model.item(s, 0).text(), |
---|
| 913 | self._model_model.item(s, 1).child(0).data().func) |
---|
| 914 | for s in range(param_number) if self.rowHasActiveComplexConstraint(s)] |
---|
| 915 | return params |
---|
| 916 | |
---|
[ba01ad1] | 917 | def getConstraintObjectsForModel(self): |
---|
| 918 | """ |
---|
| 919 | Returns Constraint objects present on the whole model |
---|
| 920 | """ |
---|
| 921 | param_number = self._model_model.rowCount() |
---|
| 922 | constraints = [self._model_model.item(s, 1).child(0).data() |
---|
| 923 | for s in range(param_number) if self.rowHasConstraint(s)] |
---|
| 924 | |
---|
| 925 | return constraints |
---|
| 926 | |
---|
[3b3b40b] | 927 | def getConstraintsForFitting(self): |
---|
| 928 | """ |
---|
| 929 | Return a list of constraints in format ready for use in fiting |
---|
| 930 | """ |
---|
| 931 | # Get constraints |
---|
| 932 | constraints = self.getComplexConstraintsForModel() |
---|
| 933 | # See if there are any constraints across models |
---|
| 934 | multi_constraints = [cons for cons in constraints if self.isConstraintMultimodel(cons[1])] |
---|
| 935 | |
---|
| 936 | if multi_constraints: |
---|
| 937 | # Let users choose what to do |
---|
| 938 | msg = "The current fit contains constraints relying on other fit pages.\n" |
---|
| 939 | msg += "Parameters with those constraints are:\n" +\ |
---|
| 940 | '\n'.join([cons[0] for cons in multi_constraints]) |
---|
| 941 | msg += "\n\nWould you like to remove these constraints or cancel fitting?" |
---|
| 942 | msgbox = QtWidgets.QMessageBox(self) |
---|
| 943 | msgbox.setIcon(QtWidgets.QMessageBox.Warning) |
---|
| 944 | msgbox.setText(msg) |
---|
| 945 | msgbox.setWindowTitle("Existing Constraints") |
---|
| 946 | # custom buttons |
---|
| 947 | button_remove = QtWidgets.QPushButton("Remove") |
---|
| 948 | msgbox.addButton(button_remove, QtWidgets.QMessageBox.YesRole) |
---|
| 949 | button_cancel = QtWidgets.QPushButton("Cancel") |
---|
| 950 | msgbox.addButton(button_cancel, QtWidgets.QMessageBox.RejectRole) |
---|
| 951 | retval = msgbox.exec_() |
---|
| 952 | if retval == QtWidgets.QMessageBox.RejectRole: |
---|
| 953 | # cancel fit |
---|
| 954 | raise ValueError("Fitting cancelled") |
---|
| 955 | else: |
---|
| 956 | # remove constraint |
---|
| 957 | for cons in multi_constraints: |
---|
| 958 | self.deleteConstraintOnParameter(param=cons[0]) |
---|
| 959 | # re-read the constraints |
---|
| 960 | constraints = self.getComplexConstraintsForModel() |
---|
| 961 | |
---|
| 962 | return constraints |
---|
| 963 | |
---|
[7fd20fc] | 964 | def showModelDescription(self): |
---|
| 965 | """ |
---|
| 966 | Creates a window with model description, when right clicked in the treeview |
---|
[2add354] | 967 | """ |
---|
| 968 | msg = 'Model description:\n' |
---|
| 969 | if self.kernel_module is not None: |
---|
| 970 | if str(self.kernel_module.description).rstrip().lstrip() == '': |
---|
| 971 | msg += "Sorry, no information is available for this model." |
---|
| 972 | else: |
---|
| 973 | msg += self.kernel_module.description + '\n' |
---|
| 974 | else: |
---|
| 975 | msg += "You must select a model to get information on this" |
---|
| 976 | |
---|
[4992ff2] | 977 | menu = QtWidgets.QMenu() |
---|
| 978 | label = QtWidgets.QLabel(msg) |
---|
[d6b8a1d] | 979 | action = QtWidgets.QWidgetAction(self) |
---|
[672b8ab] | 980 | action.setDefaultWidget(label) |
---|
| 981 | menu.addAction(action) |
---|
[7fd20fc] | 982 | return menu |
---|
[2add354] | 983 | |
---|
[0268aed] | 984 | def onSelectModel(self): |
---|
[cbcdd2c] | 985 | """ |
---|
[0268aed] | 986 | Respond to select Model from list event |
---|
[cbcdd2c] | 987 | """ |
---|
[d6b8a1d] | 988 | model = self.cbModel.currentText() |
---|
[0268aed] | 989 | |
---|
[f4aa7a8] | 990 | # Assure the control is active |
---|
| 991 | if not self.cbModel.isEnabled(): |
---|
| 992 | return |
---|
| 993 | # Empty combobox forced to be read |
---|
[b3e8629] | 994 | if not model: |
---|
| 995 | return |
---|
[0268aed] | 996 | |
---|
[f182f93] | 997 | # Reset parameters to fit |
---|
[6dbff18] | 998 | self.resetParametersToFit() |
---|
[d7ff531] | 999 | self.has_error_column = False |
---|
[aca8418] | 1000 | self.has_poly_error_column = False |
---|
[f182f93] | 1001 | |
---|
[605d944] | 1002 | structure = None |
---|
| 1003 | if self.cbStructureFactor.isEnabled(): |
---|
| 1004 | structure = str(self.cbStructureFactor.currentText()) |
---|
| 1005 | self.respondToModelStructure(model=model, structure_factor=structure) |
---|
[fd1ae6d1] | 1006 | |
---|
[ee18d33] | 1007 | def onSelectBatchFilename(self, data_index): |
---|
| 1008 | """ |
---|
| 1009 | Update the logic based on the selected file in batch fitting |
---|
| 1010 | """ |
---|
[d4dac80] | 1011 | self.data_index = data_index |
---|
[ee18d33] | 1012 | self.updateQRange() |
---|
| 1013 | |
---|
[fd1ae6d1] | 1014 | def onSelectStructureFactor(self): |
---|
| 1015 | """ |
---|
| 1016 | Select Structure Factor from list |
---|
| 1017 | """ |
---|
| 1018 | model = str(self.cbModel.currentText()) |
---|
| 1019 | category = str(self.cbCategory.currentText()) |
---|
| 1020 | structure = str(self.cbStructureFactor.currentText()) |
---|
| 1021 | if category == CATEGORY_STRUCTURE: |
---|
| 1022 | model = None |
---|
[e11106e] | 1023 | |
---|
| 1024 | # Reset parameters to fit |
---|
[6dbff18] | 1025 | self.resetParametersToFit() |
---|
[e11106e] | 1026 | self.has_error_column = False |
---|
| 1027 | self.has_poly_error_column = False |
---|
| 1028 | |
---|
[fd1ae6d1] | 1029 | self.respondToModelStructure(model=model, structure_factor=structure) |
---|
| 1030 | |
---|
[6dbff18] | 1031 | def resetParametersToFit(self): |
---|
| 1032 | """ |
---|
| 1033 | Clears the list of parameters to be fitted |
---|
| 1034 | """ |
---|
| 1035 | self.main_params_to_fit = [] |
---|
| 1036 | self.poly_params_to_fit = [] |
---|
| 1037 | self.magnet_params_to_fit = [] |
---|
| 1038 | |
---|
[3b3b40b] | 1039 | def onCustomModelChange(self): |
---|
| 1040 | """ |
---|
| 1041 | Reload the custom model combobox |
---|
| 1042 | """ |
---|
| 1043 | self.custom_models = self.customModels() |
---|
| 1044 | self.readCustomCategoryInfo() |
---|
| 1045 | # See if we need to update the combo in-place |
---|
| 1046 | if self.cbCategory.currentText() != CATEGORY_CUSTOM: return |
---|
| 1047 | |
---|
| 1048 | current_text = self.cbModel.currentText() |
---|
| 1049 | self.cbModel.blockSignals(True) |
---|
| 1050 | self.cbModel.clear() |
---|
| 1051 | self.cbModel.blockSignals(False) |
---|
| 1052 | self.enableModelCombo() |
---|
| 1053 | self.disableStructureCombo() |
---|
| 1054 | # Retrieve the list of models |
---|
| 1055 | model_list = self.master_category_dict[CATEGORY_CUSTOM] |
---|
| 1056 | # Populate the models combobox |
---|
| 1057 | self.cbModel.addItems(sorted([model for (model, _) in model_list])) |
---|
| 1058 | new_index = self.cbModel.findText(current_text) |
---|
| 1059 | if new_index != -1: |
---|
| 1060 | self.cbModel.setCurrentIndex(self.cbModel.findText(current_text)) |
---|
| 1061 | |
---|
| 1062 | def onSelectionChanged(self): |
---|
| 1063 | """ |
---|
| 1064 | React to parameter selection |
---|
| 1065 | """ |
---|
| 1066 | rows = self.lstParams.selectionModel().selectedRows() |
---|
| 1067 | # Clean previous messages |
---|
| 1068 | self.communicate.statusBarUpdateSignal.emit("") |
---|
| 1069 | if len(rows) == 1: |
---|
| 1070 | # Show constraint, if present |
---|
| 1071 | row = rows[0].row() |
---|
[c4b23dd] | 1072 | if not self.rowHasConstraint(row): |
---|
| 1073 | return |
---|
[d1e4689] | 1074 | constr = self.getConstraintForRow(row) |
---|
[c4b23dd] | 1075 | func = self.getConstraintForRow(row).func |
---|
[d1e4689] | 1076 | if constr.func is not None: |
---|
| 1077 | # inter-parameter constraint |
---|
| 1078 | update_text = "Active constraint: "+func |
---|
| 1079 | elif constr.param == rows[0].data(): |
---|
| 1080 | # current value constraint |
---|
| 1081 | update_text = "Value constrained to: " + str(constr.value) |
---|
| 1082 | else: |
---|
| 1083 | # ill defined constraint |
---|
| 1084 | return |
---|
| 1085 | self.communicate.statusBarUpdateSignal.emit(update_text) |
---|
[3b3b40b] | 1086 | |
---|
[47d7d2d] | 1087 | def replaceConstraintName(self, old_name, new_name=""): |
---|
| 1088 | """ |
---|
| 1089 | Replace names of models in defined constraints |
---|
| 1090 | """ |
---|
| 1091 | param_number = self._model_model.rowCount() |
---|
| 1092 | # loop over parameters |
---|
| 1093 | for row in range(param_number): |
---|
| 1094 | if self.rowHasConstraint(row): |
---|
| 1095 | func = self._model_model.item(row, 1).child(0).data().func |
---|
| 1096 | if old_name in func: |
---|
| 1097 | new_func = func.replace(old_name, new_name) |
---|
| 1098 | self._model_model.item(row, 1).child(0).data().func = new_func |
---|
| 1099 | |
---|
[3b3b40b] | 1100 | def isConstraintMultimodel(self, constraint): |
---|
| 1101 | """ |
---|
| 1102 | Check if the constraint function text contains current model name |
---|
| 1103 | """ |
---|
| 1104 | current_model_name = self.kernel_module.name |
---|
| 1105 | if current_model_name in constraint: |
---|
| 1106 | return False |
---|
| 1107 | else: |
---|
| 1108 | return True |
---|
| 1109 | |
---|
[9c0ce68] | 1110 | def updateData(self): |
---|
| 1111 | """ |
---|
| 1112 | Helper function for recalculation of data used in plotting |
---|
| 1113 | """ |
---|
| 1114 | # Update the chart |
---|
[0268aed] | 1115 | if self.data_is_loaded: |
---|
[d48cc19] | 1116 | self.cmdPlot.setText("Show Plot") |
---|
[0268aed] | 1117 | self.calculateQGridForModel() |
---|
| 1118 | else: |
---|
[d48cc19] | 1119 | self.cmdPlot.setText("Calculate") |
---|
[0268aed] | 1120 | # Create default datasets if no data passed |
---|
| 1121 | self.createDefaultDataset() |
---|
| 1122 | |
---|
[9c0ce68] | 1123 | def respondToModelStructure(self, model=None, structure_factor=None): |
---|
| 1124 | # Set enablement on calculate/plot |
---|
| 1125 | self.cmdPlot.setEnabled(True) |
---|
| 1126 | |
---|
| 1127 | # kernel parameters -> model_model |
---|
| 1128 | self.SASModelToQModel(model, structure_factor) |
---|
| 1129 | |
---|
[f37cab0] | 1130 | for column, width in self.lstParamHeaderSizes.items(): |
---|
| 1131 | self.lstParams.setColumnWidth(column, width) |
---|
| 1132 | |
---|
[9c0ce68] | 1133 | # Update plot |
---|
| 1134 | self.updateData() |
---|
| 1135 | |
---|
[6011788] | 1136 | # Update state stack |
---|
[00b3b40] | 1137 | self.updateUndo() |
---|
[2add354] | 1138 | |
---|
[be8f4b0] | 1139 | # Let others know |
---|
| 1140 | self.newModelSignal.emit() |
---|
| 1141 | |
---|
[cd31251] | 1142 | def onSelectCategory(self): |
---|
[60af928] | 1143 | """ |
---|
| 1144 | Select Category from list |
---|
| 1145 | """ |
---|
[d6b8a1d] | 1146 | category = self.cbCategory.currentText() |
---|
[86f88d1] | 1147 | # Check if the user chose "Choose category entry" |
---|
[4d457df] | 1148 | if category == CATEGORY_DEFAULT: |
---|
[86f88d1] | 1149 | # if the previous category was not the default, keep it. |
---|
| 1150 | # Otherwise, just return |
---|
| 1151 | if self._previous_category_index != 0: |
---|
[351b53e] | 1152 | # We need to block signals, or else state changes on perceived unchanged conditions |
---|
| 1153 | self.cbCategory.blockSignals(True) |
---|
[86f88d1] | 1154 | self.cbCategory.setCurrentIndex(self._previous_category_index) |
---|
[351b53e] | 1155 | self.cbCategory.blockSignals(False) |
---|
[86f88d1] | 1156 | return |
---|
| 1157 | |
---|
[4d457df] | 1158 | if category == CATEGORY_STRUCTURE: |
---|
[6f7f652] | 1159 | self.disableModelCombo() |
---|
| 1160 | self.enableStructureCombo() |
---|
[f4aa7a8] | 1161 | # set the index to 0 |
---|
| 1162 | self.cbStructureFactor.setCurrentIndex(0) |
---|
| 1163 | self.model_parameters = None |
---|
[29eb947] | 1164 | self._model_model.clear() |
---|
[6f7f652] | 1165 | return |
---|
[8b480d27] | 1166 | |
---|
[cbcdd2c] | 1167 | # Safely clear and enable the model combo |
---|
[6f7f652] | 1168 | self.cbModel.blockSignals(True) |
---|
| 1169 | self.cbModel.clear() |
---|
| 1170 | self.cbModel.blockSignals(False) |
---|
| 1171 | self.enableModelCombo() |
---|
| 1172 | self.disableStructureCombo() |
---|
| 1173 | |
---|
[86f88d1] | 1174 | self._previous_category_index = self.cbCategory.currentIndex() |
---|
[cbcdd2c] | 1175 | # Retrieve the list of models |
---|
[4d457df] | 1176 | model_list = self.master_category_dict[category] |
---|
[cbcdd2c] | 1177 | # Populate the models combobox |
---|
[b1e36a3] | 1178 | self.cbModel.addItems(sorted([model for (model, _) in model_list])) |
---|
[4d457df] | 1179 | |
---|
[0268aed] | 1180 | def onPolyModelChange(self, item): |
---|
| 1181 | """ |
---|
| 1182 | Callback method for updating the main model and sasmodel |
---|
| 1183 | parameters with the GUI values in the polydispersity view |
---|
| 1184 | """ |
---|
| 1185 | model_column = item.column() |
---|
| 1186 | model_row = item.row() |
---|
| 1187 | name_index = self._poly_model.index(model_row, 0) |
---|
[287d356] | 1188 | parameter_name = str(name_index.data()) # "distribution of sld" etc. |
---|
| 1189 | if "istribution of" in parameter_name: |
---|
[358b39d] | 1190 | # just the last word |
---|
| 1191 | parameter_name = parameter_name.rsplit()[-1] |
---|
[c1e380e] | 1192 | |
---|
[906e0c7] | 1193 | delegate = self.lstPoly.itemDelegate() |
---|
| 1194 | |
---|
[06b0138] | 1195 | # Extract changed value. |
---|
[906e0c7] | 1196 | if model_column == delegate.poly_parameter: |
---|
[00b3b40] | 1197 | # Is the parameter checked for fitting? |
---|
[0268aed] | 1198 | value = item.checkState() |
---|
[1643d8ed] | 1199 | parameter_name = parameter_name + '.width' |
---|
[c1e380e] | 1200 | if value == QtCore.Qt.Checked: |
---|
[6dbff18] | 1201 | self.poly_params_to_fit.append(parameter_name) |
---|
[c1e380e] | 1202 | else: |
---|
[6dbff18] | 1203 | if parameter_name in self.poly_params_to_fit: |
---|
| 1204 | self.poly_params_to_fit.remove(parameter_name) |
---|
| 1205 | self.cmdFit.setEnabled(self.haveParamsToFit()) |
---|
[906e0c7] | 1206 | |
---|
| 1207 | elif model_column in [delegate.poly_min, delegate.poly_max]: |
---|
[aca8418] | 1208 | try: |
---|
[fbfc488] | 1209 | value = GuiUtils.toDouble(item.text()) |
---|
[0261bc1] | 1210 | except TypeError: |
---|
[aca8418] | 1211 | # Can't be converted properly, bring back the old value and exit |
---|
| 1212 | return |
---|
| 1213 | |
---|
| 1214 | current_details = self.kernel_module.details[parameter_name] |
---|
[906e0c7] | 1215 | if self.has_poly_error_column: |
---|
| 1216 | # err column changes the indexing |
---|
| 1217 | current_details[model_column-2] = value |
---|
| 1218 | else: |
---|
| 1219 | current_details[model_column-1] = value |
---|
| 1220 | |
---|
| 1221 | elif model_column == delegate.poly_function: |
---|
[919d47c] | 1222 | # name of the function - just pass |
---|
[906e0c7] | 1223 | pass |
---|
| 1224 | |
---|
[0268aed] | 1225 | else: |
---|
| 1226 | try: |
---|
[fbfc488] | 1227 | value = GuiUtils.toDouble(item.text()) |
---|
[0261bc1] | 1228 | except TypeError: |
---|
[0268aed] | 1229 | # Can't be converted properly, bring back the old value and exit |
---|
| 1230 | return |
---|
| 1231 | |
---|
[aca8418] | 1232 | # Update the sasmodel |
---|
| 1233 | # PD[ratio] -> width, npts -> npts, nsigs -> nsigmas |
---|
[66d4370] | 1234 | #self.kernel_module.setParam(parameter_name + '.' + delegate.columnDict()[model_column], value) |
---|
| 1235 | key = parameter_name + '.' + delegate.columnDict()[model_column] |
---|
| 1236 | self.poly_params[key] = value |
---|
[0268aed] | 1237 | |
---|
[9c0ce68] | 1238 | # Update plot |
---|
| 1239 | self.updateData() |
---|
| 1240 | |
---|
[906e0c7] | 1241 | # update in param model |
---|
| 1242 | if model_column in [delegate.poly_pd, delegate.poly_error, delegate.poly_min, delegate.poly_max]: |
---|
| 1243 | row = self.getRowFromName(parameter_name) |
---|
[f3cc979] | 1244 | param_item = self._model_model.item(row).child(0).child(0, model_column) |
---|
| 1245 | if param_item is None: |
---|
| 1246 | return |
---|
[73665a8] | 1247 | self._model_model.blockSignals(True) |
---|
[f3cc979] | 1248 | param_item.setText(item.text()) |
---|
[73665a8] | 1249 | self._model_model.blockSignals(False) |
---|
[906e0c7] | 1250 | |
---|
[b00414d] | 1251 | def onMagnetModelChange(self, item): |
---|
| 1252 | """ |
---|
| 1253 | Callback method for updating the sasmodel magnetic parameters with the GUI values |
---|
| 1254 | """ |
---|
| 1255 | model_column = item.column() |
---|
| 1256 | model_row = item.row() |
---|
| 1257 | name_index = self._magnet_model.index(model_row, 0) |
---|
[fbfc488] | 1258 | parameter_name = str(self._magnet_model.data(name_index)) |
---|
[b00414d] | 1259 | |
---|
| 1260 | if model_column == 0: |
---|
| 1261 | value = item.checkState() |
---|
| 1262 | if value == QtCore.Qt.Checked: |
---|
[6dbff18] | 1263 | self.magnet_params_to_fit.append(parameter_name) |
---|
[b00414d] | 1264 | else: |
---|
[6dbff18] | 1265 | if parameter_name in self.magnet_params_to_fit: |
---|
| 1266 | self.magnet_params_to_fit.remove(parameter_name) |
---|
| 1267 | self.cmdFit.setEnabled(self.haveParamsToFit()) |
---|
[b00414d] | 1268 | # Update state stack |
---|
| 1269 | self.updateUndo() |
---|
| 1270 | return |
---|
| 1271 | |
---|
| 1272 | # Extract changed value. |
---|
| 1273 | try: |
---|
[fbfc488] | 1274 | value = GuiUtils.toDouble(item.text()) |
---|
[0261bc1] | 1275 | except TypeError: |
---|
[b00414d] | 1276 | # Unparsable field |
---|
| 1277 | return |
---|
[66d4370] | 1278 | delegate = self.lstMagnetic.itemDelegate() |
---|
| 1279 | |
---|
| 1280 | if model_column > 1: |
---|
| 1281 | if model_column == delegate.mag_min: |
---|
| 1282 | pos = 1 |
---|
| 1283 | elif model_column == delegate.mag_max: |
---|
| 1284 | pos = 2 |
---|
| 1285 | elif model_column == delegate.mag_unit: |
---|
| 1286 | pos = 0 |
---|
| 1287 | else: |
---|
| 1288 | raise AttributeError("Wrong column in magnetism table.") |
---|
| 1289 | # min/max to be changed in self.kernel_module.details[parameter_name] = ['Ang', 0.0, inf] |
---|
| 1290 | self.kernel_module.details[parameter_name][pos] = value |
---|
| 1291 | else: |
---|
| 1292 | self.magnet_params[parameter_name] = value |
---|
| 1293 | #self.kernel_module.setParam(parameter_name) = value |
---|
| 1294 | # Force the chart update when actual parameters changed |
---|
[b00414d] | 1295 | self.recalculatePlotData() |
---|
| 1296 | |
---|
| 1297 | # Update state stack |
---|
| 1298 | self.updateUndo() |
---|
| 1299 | |
---|
[2add354] | 1300 | def onHelp(self): |
---|
| 1301 | """ |
---|
| 1302 | Show the "Fitting" section of help |
---|
| 1303 | """ |
---|
[aed0532] | 1304 | tree_location = "/user/qtgui/Perspectives/Fitting/" |
---|
[70080a0] | 1305 | |
---|
| 1306 | # Actual file will depend on the current tab |
---|
| 1307 | tab_id = self.tabFitting.currentIndex() |
---|
| 1308 | helpfile = "fitting.html" |
---|
| 1309 | if tab_id == 0: |
---|
| 1310 | helpfile = "fitting_help.html" |
---|
| 1311 | elif tab_id == 1: |
---|
| 1312 | helpfile = "residuals_help.html" |
---|
| 1313 | elif tab_id == 2: |
---|
[e90988c] | 1314 | helpfile = "resolution.html" |
---|
[70080a0] | 1315 | elif tab_id == 3: |
---|
[e90988c] | 1316 | helpfile = "pd/polydispersity.html" |
---|
[70080a0] | 1317 | elif tab_id == 4: |
---|
[e90988c] | 1318 | helpfile = "magnetism/magnetism.html" |
---|
[70080a0] | 1319 | help_location = tree_location + helpfile |
---|
[d6b8a1d] | 1320 | |
---|
[e90988c] | 1321 | self.showHelp(help_location) |
---|
| 1322 | |
---|
| 1323 | def showHelp(self, url): |
---|
| 1324 | """ |
---|
| 1325 | Calls parent's method for opening an HTML page |
---|
| 1326 | """ |
---|
| 1327 | self.parent.showHelp(url) |
---|
[2add354] | 1328 | |
---|
[6ff2eb3] | 1329 | def onDisplayMagneticAngles(self): |
---|
| 1330 | """ |
---|
| 1331 | Display a simple image showing direction of magnetic angles |
---|
| 1332 | """ |
---|
| 1333 | self.magneticAnglesWidget.show() |
---|
| 1334 | |
---|
[0268aed] | 1335 | def onFit(self): |
---|
| 1336 | """ |
---|
| 1337 | Perform fitting on the current data |
---|
| 1338 | """ |
---|
[ded5e77] | 1339 | if self.fit_started: |
---|
| 1340 | self.stopFit() |
---|
| 1341 | return |
---|
| 1342 | |
---|
[116dd4c1] | 1343 | # initialize fitter constants |
---|
[f182f93] | 1344 | fit_id = 0 |
---|
| 1345 | handler = None |
---|
| 1346 | batch_inputs = {} |
---|
| 1347 | batch_outputs = {} |
---|
| 1348 | #--------------------------------- |
---|
[14ec91c5] | 1349 | if LocalConfig.USING_TWISTED: |
---|
[7adc2a8] | 1350 | handler = None |
---|
| 1351 | updater = None |
---|
| 1352 | else: |
---|
| 1353 | handler = ConsoleUpdate(parent=self.parent, |
---|
| 1354 | manager=self, |
---|
| 1355 | improvement_delta=0.1) |
---|
| 1356 | updater = handler.update_fit |
---|
[f182f93] | 1357 | |
---|
[116dd4c1] | 1358 | # Prepare the fitter object |
---|
[c6343a5] | 1359 | try: |
---|
| 1360 | fitters, _ = self.prepareFitters() |
---|
| 1361 | except ValueError as ex: |
---|
| 1362 | # This should not happen! GUI explicitly forbids this situation |
---|
[3b3b40b] | 1363 | self.communicate.statusBarUpdateSignal.emit(str(ex)) |
---|
[c6343a5] | 1364 | return |
---|
[f182f93] | 1365 | |
---|
[d4dac80] | 1366 | # keep local copy of kernel parameters, as they will change during the update |
---|
| 1367 | self.kernel_module_copy = copy.deepcopy(self.kernel_module) |
---|
| 1368 | |
---|
[f182f93] | 1369 | # Create the fitting thread, based on the fitter |
---|
[3b3b40b] | 1370 | completefn = self.batchFittingCompleted if self.is_batch_fitting else self.fittingCompleted |
---|
[ee18d33] | 1371 | |
---|
[ded5e77] | 1372 | self.calc_fit = FitThread(handler=handler, |
---|
[116dd4c1] | 1373 | fn=fitters, |
---|
| 1374 | batch_inputs=batch_inputs, |
---|
| 1375 | batch_outputs=batch_outputs, |
---|
| 1376 | page_id=[[self.page_id]], |
---|
| 1377 | updatefn=updater, |
---|
[91ad45c] | 1378 | completefn=completefn, |
---|
| 1379 | reset_flag=self.is_chain_fitting) |
---|
[7adc2a8] | 1380 | |
---|
[14ec91c5] | 1381 | if LocalConfig.USING_TWISTED: |
---|
[7adc2a8] | 1382 | # start the trhrhread with twisted |
---|
[ded5e77] | 1383 | calc_thread = threads.deferToThread(self.calc_fit.compute) |
---|
[14ec91c5] | 1384 | calc_thread.addCallback(completefn) |
---|
[7adc2a8] | 1385 | calc_thread.addErrback(self.fitFailed) |
---|
| 1386 | else: |
---|
| 1387 | # Use the old python threads + Queue |
---|
[ded5e77] | 1388 | self.calc_fit.queue() |
---|
| 1389 | self.calc_fit.ready(2.5) |
---|
[f182f93] | 1390 | |
---|
[d7ff531] | 1391 | self.communicate.statusBarUpdateSignal.emit('Fitting started...') |
---|
[ded5e77] | 1392 | self.fit_started = True |
---|
[557fc498] | 1393 | |
---|
[14ec91c5] | 1394 | # Disable some elements |
---|
[557fc498] | 1395 | self.disableInteractiveElements() |
---|
[0268aed] | 1396 | |
---|
[ded5e77] | 1397 | def stopFit(self): |
---|
| 1398 | """ |
---|
| 1399 | Attempt to stop the fitting thread |
---|
| 1400 | """ |
---|
| 1401 | if self.calc_fit is None or not self.calc_fit.isrunning(): |
---|
| 1402 | return |
---|
| 1403 | self.calc_fit.stop() |
---|
| 1404 | #re-enable the Fit button |
---|
[557fc498] | 1405 | self.enableInteractiveElements() |
---|
[ded5e77] | 1406 | |
---|
| 1407 | msg = "Fitting cancelled." |
---|
| 1408 | self.communicate.statusBarUpdateSignal.emit(msg) |
---|
| 1409 | |
---|
[f182f93] | 1410 | def updateFit(self): |
---|
| 1411 | """ |
---|
| 1412 | """ |
---|
[b3e8629] | 1413 | print("UPDATE FIT") |
---|
[0268aed] | 1414 | pass |
---|
| 1415 | |
---|
[02ddfb4] | 1416 | def fitFailed(self, reason): |
---|
| 1417 | """ |
---|
| 1418 | """ |
---|
[557fc498] | 1419 | self.enableInteractiveElements() |
---|
[ded5e77] | 1420 | msg = "Fitting failed with: "+ str(reason) |
---|
| 1421 | self.communicate.statusBarUpdateSignal.emit(msg) |
---|
[02ddfb4] | 1422 | |
---|
[3b3b40b] | 1423 | def batchFittingCompleted(self, result): |
---|
| 1424 | """ |
---|
| 1425 | Send the finish message from calculate threads to main thread |
---|
| 1426 | """ |
---|
[a2cc8b97] | 1427 | if result is None: |
---|
| 1428 | result = tuple() |
---|
[3b3b40b] | 1429 | self.batchFittingFinishedSignal.emit(result) |
---|
| 1430 | |
---|
[ee18d33] | 1431 | def batchFitComplete(self, result): |
---|
| 1432 | """ |
---|
| 1433 | Receive and display batch fitting results |
---|
| 1434 | """ |
---|
| 1435 | #re-enable the Fit button |
---|
[557fc498] | 1436 | self.enableInteractiveElements() |
---|
[d4dac80] | 1437 | |
---|
[a2cc8b97] | 1438 | if len(result) == 0: |
---|
[d4dac80] | 1439 | msg = "Fitting failed." |
---|
| 1440 | self.communicate.statusBarUpdateSignal.emit(msg) |
---|
| 1441 | return |
---|
| 1442 | |
---|
[3b3b40b] | 1443 | # Show the grid panel |
---|
[d4dac80] | 1444 | self.communicate.sendDataToGridSignal.emit(result[0]) |
---|
| 1445 | |
---|
| 1446 | elapsed = result[1] |
---|
| 1447 | msg = "Fitting completed successfully in: %s s.\n" % GuiUtils.formatNumber(elapsed) |
---|
| 1448 | self.communicate.statusBarUpdateSignal.emit(msg) |
---|
| 1449 | |
---|
| 1450 | # Run over the list of results and update the items |
---|
| 1451 | for res_index, res_list in enumerate(result[0]): |
---|
| 1452 | # results |
---|
| 1453 | res = res_list[0] |
---|
| 1454 | param_dict = self.paramDictFromResults(res) |
---|
| 1455 | |
---|
| 1456 | # create local kernel_module |
---|
| 1457 | kernel_module = FittingUtilities.updateKernelWithResults(self.kernel_module, param_dict) |
---|
| 1458 | # pull out current data |
---|
| 1459 | data = self._logic[res_index].data |
---|
| 1460 | |
---|
| 1461 | # Switch indexes |
---|
| 1462 | self.onSelectBatchFilename(res_index) |
---|
| 1463 | |
---|
| 1464 | method = self.complete1D if isinstance(self.data, Data1D) else self.complete2D |
---|
| 1465 | self.calculateQGridForModelExt(data=data, model=kernel_module, completefn=method, use_threads=False) |
---|
| 1466 | |
---|
| 1467 | # Restore original kernel_module, so subsequent fits on the same model don't pick up the new params |
---|
| 1468 | if self.kernel_module is not None: |
---|
| 1469 | self.kernel_module = copy.deepcopy(self.kernel_module_copy) |
---|
| 1470 | |
---|
| 1471 | def paramDictFromResults(self, results): |
---|
| 1472 | """ |
---|
| 1473 | Given the fit results structure, pull out optimized parameters and return them as nicely |
---|
| 1474 | formatted dict |
---|
| 1475 | """ |
---|
| 1476 | if results.fitness is None or \ |
---|
| 1477 | not np.isfinite(results.fitness) or \ |
---|
| 1478 | np.any(results.pvec is None) or \ |
---|
| 1479 | not np.all(np.isfinite(results.pvec)): |
---|
| 1480 | msg = "Fitting did not converge!" |
---|
| 1481 | self.communicate.statusBarUpdateSignal.emit(msg) |
---|
| 1482 | msg += results.mesg |
---|
[bb477f5] | 1483 | logger.error(msg) |
---|
[d4dac80] | 1484 | return |
---|
| 1485 | |
---|
| 1486 | param_list = results.param_list # ['radius', 'radius.width'] |
---|
| 1487 | param_values = results.pvec # array([ 0.36221662, 0.0146783 ]) |
---|
| 1488 | param_stderr = results.stderr # array([ 1.71293015, 1.71294233]) |
---|
| 1489 | params_and_errors = list(zip(param_values, param_stderr)) |
---|
| 1490 | param_dict = dict(zip(param_list, params_and_errors)) |
---|
| 1491 | |
---|
| 1492 | return param_dict |
---|
[3b3b40b] | 1493 | |
---|
| 1494 | def fittingCompleted(self, result): |
---|
| 1495 | """ |
---|
| 1496 | Send the finish message from calculate threads to main thread |
---|
| 1497 | """ |
---|
[a2cc8b97] | 1498 | if result is None: |
---|
| 1499 | result = tuple() |
---|
[3b3b40b] | 1500 | self.fittingFinishedSignal.emit(result) |
---|
[ee18d33] | 1501 | |
---|
[f182f93] | 1502 | def fitComplete(self, result): |
---|
| 1503 | """ |
---|
| 1504 | Receive and display fitting results |
---|
| 1505 | "result" is a tuple of actual result list and the fit time in seconds |
---|
| 1506 | """ |
---|
| 1507 | #re-enable the Fit button |
---|
[557fc498] | 1508 | self.enableInteractiveElements() |
---|
[d7ff531] | 1509 | |
---|
[a2cc8b97] | 1510 | if len(result) == 0: |
---|
[3b3b40b] | 1511 | msg = "Fitting failed." |
---|
[06234fc] | 1512 | self.communicate.statusBarUpdateSignal.emit(msg) |
---|
| 1513 | return |
---|
[d7ff531] | 1514 | |
---|
[ee18d33] | 1515 | res_list = result[0][0] |
---|
[f182f93] | 1516 | res = res_list[0] |
---|
[d4dac80] | 1517 | self.chi2 = res.fitness |
---|
| 1518 | param_dict = self.paramDictFromResults(res) |
---|
[f182f93] | 1519 | |
---|
[14acf92] | 1520 | if param_dict is None: |
---|
| 1521 | return |
---|
| 1522 | |
---|
[f182f93] | 1523 | elapsed = result[1] |
---|
[ded5e77] | 1524 | if self.calc_fit._interrupting: |
---|
| 1525 | msg = "Fitting cancelled by user after: %s s." % GuiUtils.formatNumber(elapsed) |
---|
[bb477f5] | 1526 | logger.warning("\n"+msg+"\n") |
---|
[ded5e77] | 1527 | else: |
---|
| 1528 | msg = "Fitting completed successfully in: %s s." % GuiUtils.formatNumber(elapsed) |
---|
[f182f93] | 1529 | self.communicate.statusBarUpdateSignal.emit(msg) |
---|
| 1530 | |
---|
| 1531 | # Dictionary of fitted parameter: value, error |
---|
| 1532 | # e.g. param_dic = {"sld":(1.703, 0.0034), "length":(33.455, -0.0983)} |
---|
| 1533 | self.updateModelFromList(param_dict) |
---|
| 1534 | |
---|
[aca8418] | 1535 | self.updatePolyModelFromList(param_dict) |
---|
| 1536 | |
---|
[b00414d] | 1537 | self.updateMagnetModelFromList(param_dict) |
---|
| 1538 | |
---|
[d7ff531] | 1539 | # update charts |
---|
| 1540 | self.onPlot() |
---|
[c2f3ca2] | 1541 | #self.recalculatePlotData() |
---|
| 1542 | |
---|
[d7ff531] | 1543 | |
---|
[f182f93] | 1544 | # Read only value - we can get away by just printing it here |
---|
[2add354] | 1545 | chi2_repr = GuiUtils.formatNumber(self.chi2, high=True) |
---|
[f182f93] | 1546 | self.lblChi2Value.setText(chi2_repr) |
---|
| 1547 | |
---|
[116dd4c1] | 1548 | def prepareFitters(self, fitter=None, fit_id=0): |
---|
| 1549 | """ |
---|
| 1550 | Prepare the Fitter object for use in fitting |
---|
| 1551 | """ |
---|
| 1552 | # fitter = None -> single/batch fitting |
---|
| 1553 | # fitter = Fit() -> simultaneous fitting |
---|
| 1554 | |
---|
| 1555 | # Data going in |
---|
| 1556 | data = self.logic.data |
---|
[66d4370] | 1557 | model = copy.deepcopy(self.kernel_module) |
---|
[116dd4c1] | 1558 | qmin = self.q_range_min |
---|
| 1559 | qmax = self.q_range_max |
---|
[66d4370] | 1560 | # add polydisperse/magnet parameters if asked |
---|
| 1561 | self.updateKernelModelWithExtraParams(model) |
---|
[6dbff18] | 1562 | |
---|
| 1563 | params_to_fit = self.main_params_to_fit |
---|
| 1564 | if self.chkPolydispersity.isChecked(): |
---|
| 1565 | params_to_fit += self.poly_params_to_fit |
---|
| 1566 | if self.chkMagnetism.isChecked(): |
---|
| 1567 | params_to_fit += self.magnet_params_to_fit |
---|
[8e2cd79] | 1568 | if not params_to_fit: |
---|
[c6343a5] | 1569 | raise ValueError('Fitting requires at least one parameter to optimize.') |
---|
[116dd4c1] | 1570 | |
---|
[8b480d27] | 1571 | # Get the constraints. |
---|
| 1572 | constraints = self.getComplexConstraintsForModel() |
---|
| 1573 | if fitter is None: |
---|
| 1574 | # For single fits - check for inter-model constraints |
---|
| 1575 | constraints = self.getConstraintsForFitting() |
---|
[3b3b40b] | 1576 | |
---|
[9a7c81c] | 1577 | smearer = self.smearing_widget.smearer() |
---|
[116dd4c1] | 1578 | handler = None |
---|
| 1579 | batch_inputs = {} |
---|
| 1580 | batch_outputs = {} |
---|
| 1581 | |
---|
| 1582 | fitters = [] |
---|
| 1583 | for fit_index in self.all_data: |
---|
| 1584 | fitter_single = Fit() if fitter is None else fitter |
---|
| 1585 | data = GuiUtils.dataFromItem(fit_index) |
---|
[9a7c81c] | 1586 | # Potential weights added directly to data |
---|
[b764ae5] | 1587 | weighted_data = self.addWeightingToData(data) |
---|
[116dd4c1] | 1588 | try: |
---|
[b764ae5] | 1589 | fitter_single.set_model(model, fit_id, params_to_fit, data=weighted_data, |
---|
[116dd4c1] | 1590 | constraints=constraints) |
---|
| 1591 | except ValueError as ex: |
---|
[3b3b40b] | 1592 | raise ValueError("Setting model parameters failed with: %s" % ex) |
---|
[116dd4c1] | 1593 | |
---|
[b764ae5] | 1594 | qmin, qmax, _ = self.logic.computeRangeFromData(weighted_data) |
---|
| 1595 | fitter_single.set_data(data=weighted_data, id=fit_id, smearer=smearer, qmin=qmin, |
---|
[116dd4c1] | 1596 | qmax=qmax) |
---|
| 1597 | fitter_single.select_problem_for_fit(id=fit_id, value=1) |
---|
| 1598 | if fitter is None: |
---|
| 1599 | # Assign id to the new fitter only |
---|
| 1600 | fitter_single.fitter_id = [self.page_id] |
---|
| 1601 | fit_id += 1 |
---|
| 1602 | fitters.append(fitter_single) |
---|
| 1603 | |
---|
| 1604 | return fitters, fit_id |
---|
| 1605 | |
---|
[f182f93] | 1606 | def iterateOverModel(self, func): |
---|
| 1607 | """ |
---|
| 1608 | Take func and throw it inside the model row loop |
---|
| 1609 | """ |
---|
[b3e8629] | 1610 | for row_i in range(self._model_model.rowCount()): |
---|
[f182f93] | 1611 | func(row_i) |
---|
| 1612 | |
---|
| 1613 | def updateModelFromList(self, param_dict): |
---|
| 1614 | """ |
---|
| 1615 | Update the model with new parameters, create the errors column |
---|
| 1616 | """ |
---|
| 1617 | assert isinstance(param_dict, dict) |
---|
| 1618 | if not dict: |
---|
| 1619 | return |
---|
| 1620 | |
---|
[919d47c] | 1621 | def updateFittedValues(row): |
---|
[f182f93] | 1622 | # Utility function for main model update |
---|
[d7ff531] | 1623 | # internal so can use closure for param_dict |
---|
[919d47c] | 1624 | param_name = str(self._model_model.item(row, 0).text()) |
---|
[00b7ddf0] | 1625 | if not self.isCheckable(row) or param_name not in list(param_dict.keys()): |
---|
[f182f93] | 1626 | return |
---|
| 1627 | # modify the param value |
---|
[454670d] | 1628 | param_repr = GuiUtils.formatNumber(param_dict[param_name][0], high=True) |
---|
[919d47c] | 1629 | self._model_model.item(row, 1).setText(param_repr) |
---|
[c2f3ca2] | 1630 | self.kernel_module.setParam(param_name, param_dict[param_name][0]) |
---|
[f182f93] | 1631 | if self.has_error_column: |
---|
[454670d] | 1632 | error_repr = GuiUtils.formatNumber(param_dict[param_name][1], high=True) |
---|
[919d47c] | 1633 | self._model_model.item(row, 2).setText(error_repr) |
---|
[f182f93] | 1634 | |
---|
[919d47c] | 1635 | def updatePolyValues(row): |
---|
| 1636 | # Utility function for updateof polydispersity part of the main model |
---|
| 1637 | param_name = str(self._model_model.item(row, 0).text())+'.width' |
---|
[00b7ddf0] | 1638 | if not self.isCheckable(row) or param_name not in list(param_dict.keys()): |
---|
[919d47c] | 1639 | return |
---|
| 1640 | # modify the param value |
---|
| 1641 | param_repr = GuiUtils.formatNumber(param_dict[param_name][0], high=True) |
---|
| 1642 | self._model_model.item(row, 0).child(0).child(0,1).setText(param_repr) |
---|
[906e0c7] | 1643 | # modify the param error |
---|
| 1644 | if self.has_error_column: |
---|
| 1645 | error_repr = GuiUtils.formatNumber(param_dict[param_name][1], high=True) |
---|
| 1646 | self._model_model.item(row, 0).child(0).child(0,2).setText(error_repr) |
---|
[919d47c] | 1647 | |
---|
| 1648 | def createErrorColumn(row): |
---|
[f182f93] | 1649 | # Utility function for error column update |
---|
| 1650 | item = QtGui.QStandardItem() |
---|
[919d47c] | 1651 | def createItem(param_name): |
---|
[f182f93] | 1652 | error_repr = GuiUtils.formatNumber(param_dict[param_name][1], high=True) |
---|
| 1653 | item.setText(error_repr) |
---|
[919d47c] | 1654 | def curr_param(): |
---|
| 1655 | return str(self._model_model.item(row, 0).text()) |
---|
| 1656 | |
---|
[b3e8629] | 1657 | [createItem(param_name) for param_name in list(param_dict.keys()) if curr_param() == param_name] |
---|
[919d47c] | 1658 | |
---|
[f182f93] | 1659 | error_column.append(item) |
---|
| 1660 | |
---|
[906e0c7] | 1661 | def createPolyErrorColumn(row): |
---|
| 1662 | # Utility function for error column update in the polydispersity sub-rows |
---|
| 1663 | # NOTE: only creates empty items; updatePolyValues adds the error value |
---|
| 1664 | item = self._model_model.item(row, 0) |
---|
| 1665 | if not item.hasChildren(): |
---|
| 1666 | return |
---|
| 1667 | poly_item = item.child(0) |
---|
| 1668 | if not poly_item.hasChildren(): |
---|
| 1669 | return |
---|
| 1670 | poly_item.insertColumn(2, [QtGui.QStandardItem("")]) |
---|
| 1671 | |
---|
| 1672 | if not self.has_error_column: |
---|
| 1673 | # create top-level error column |
---|
| 1674 | error_column = [] |
---|
| 1675 | self.lstParams.itemDelegate().addErrorColumn() |
---|
| 1676 | self.iterateOverModel(createErrorColumn) |
---|
| 1677 | |
---|
| 1678 | self._model_model.insertColumn(2, error_column) |
---|
| 1679 | |
---|
| 1680 | FittingUtilities.addErrorHeadersToModel(self._model_model) |
---|
| 1681 | |
---|
| 1682 | # create error column in polydispersity sub-rows |
---|
| 1683 | self.iterateOverModel(createPolyErrorColumn) |
---|
| 1684 | |
---|
| 1685 | self.has_error_column = True |
---|
| 1686 | |
---|
[c2f3ca2] | 1687 | # block signals temporarily, so we don't end up |
---|
| 1688 | # updating charts with every single model change on the end of fitting |
---|
| 1689 | self._model_model.itemChanged.disconnect() |
---|
[d7ff531] | 1690 | self.iterateOverModel(updateFittedValues) |
---|
[919d47c] | 1691 | self.iterateOverModel(updatePolyValues) |
---|
[c2f3ca2] | 1692 | self._model_model.itemChanged.connect(self.onMainParamsChange) |
---|
[f182f93] | 1693 | |
---|
[8e2cd79] | 1694 | def iterateOverPolyModel(self, func): |
---|
| 1695 | """ |
---|
| 1696 | Take func and throw it inside the poly model row loop |
---|
| 1697 | """ |
---|
| 1698 | for row_i in range(self._poly_model.rowCount()): |
---|
| 1699 | func(row_i) |
---|
| 1700 | |
---|
[aca8418] | 1701 | def updatePolyModelFromList(self, param_dict): |
---|
| 1702 | """ |
---|
| 1703 | Update the polydispersity model with new parameters, create the errors column |
---|
| 1704 | """ |
---|
| 1705 | assert isinstance(param_dict, dict) |
---|
| 1706 | if not dict: |
---|
| 1707 | return |
---|
| 1708 | |
---|
| 1709 | def updateFittedValues(row_i): |
---|
| 1710 | # Utility function for main model update |
---|
| 1711 | # internal so can use closure for param_dict |
---|
| 1712 | if row_i >= self._poly_model.rowCount(): |
---|
| 1713 | return |
---|
| 1714 | param_name = str(self._poly_model.item(row_i, 0).text()).rsplit()[-1] + '.width' |
---|
[b3e8629] | 1715 | if param_name not in list(param_dict.keys()): |
---|
[aca8418] | 1716 | return |
---|
| 1717 | # modify the param value |
---|
| 1718 | param_repr = GuiUtils.formatNumber(param_dict[param_name][0], high=True) |
---|
| 1719 | self._poly_model.item(row_i, 1).setText(param_repr) |
---|
[c2f3ca2] | 1720 | self.kernel_module.setParam(param_name, param_dict[param_name][0]) |
---|
[aca8418] | 1721 | if self.has_poly_error_column: |
---|
| 1722 | error_repr = GuiUtils.formatNumber(param_dict[param_name][1], high=True) |
---|
| 1723 | self._poly_model.item(row_i, 2).setText(error_repr) |
---|
| 1724 | |
---|
| 1725 | def createErrorColumn(row_i): |
---|
| 1726 | # Utility function for error column update |
---|
| 1727 | if row_i >= self._poly_model.rowCount(): |
---|
| 1728 | return |
---|
| 1729 | item = QtGui.QStandardItem() |
---|
[919d47c] | 1730 | |
---|
| 1731 | def createItem(param_name): |
---|
[aca8418] | 1732 | error_repr = GuiUtils.formatNumber(param_dict[param_name][1], high=True) |
---|
| 1733 | item.setText(error_repr) |
---|
[919d47c] | 1734 | |
---|
| 1735 | def poly_param(): |
---|
| 1736 | return str(self._poly_model.item(row_i, 0).text()).rsplit()[-1] + '.width' |
---|
| 1737 | |
---|
[b3e8629] | 1738 | [createItem(param_name) for param_name in list(param_dict.keys()) if poly_param() == param_name] |
---|
[919d47c] | 1739 | |
---|
[aca8418] | 1740 | error_column.append(item) |
---|
| 1741 | |
---|
| 1742 | # block signals temporarily, so we don't end up |
---|
| 1743 | # updating charts with every single model change on the end of fitting |
---|
[c2f3ca2] | 1744 | self._poly_model.itemChanged.disconnect() |
---|
[8e2cd79] | 1745 | self.iterateOverPolyModel(updateFittedValues) |
---|
[c2f3ca2] | 1746 | self._poly_model.itemChanged.connect(self.onPolyModelChange) |
---|
[aca8418] | 1747 | |
---|
| 1748 | if self.has_poly_error_column: |
---|
| 1749 | return |
---|
| 1750 | |
---|
[8eaa101] | 1751 | self.lstPoly.itemDelegate().addErrorColumn() |
---|
[aca8418] | 1752 | error_column = [] |
---|
[8e2cd79] | 1753 | self.iterateOverPolyModel(createErrorColumn) |
---|
[aca8418] | 1754 | |
---|
| 1755 | # switch off reponse to model change |
---|
| 1756 | self._poly_model.insertColumn(2, error_column) |
---|
| 1757 | FittingUtilities.addErrorPolyHeadersToModel(self._poly_model) |
---|
| 1758 | |
---|
| 1759 | self.has_poly_error_column = True |
---|
| 1760 | |
---|
[8e2cd79] | 1761 | def iterateOverMagnetModel(self, func): |
---|
| 1762 | """ |
---|
| 1763 | Take func and throw it inside the magnet model row loop |
---|
| 1764 | """ |
---|
[30339cc] | 1765 | for row_i in range(self._magnet_model.rowCount()): |
---|
[8e2cd79] | 1766 | func(row_i) |
---|
| 1767 | |
---|
[b00414d] | 1768 | def updateMagnetModelFromList(self, param_dict): |
---|
| 1769 | """ |
---|
| 1770 | Update the magnetic model with new parameters, create the errors column |
---|
| 1771 | """ |
---|
| 1772 | assert isinstance(param_dict, dict) |
---|
| 1773 | if not dict: |
---|
| 1774 | return |
---|
[3b3b40b] | 1775 | if self._magnet_model.rowCount() == 0: |
---|
[cee5c78] | 1776 | return |
---|
[b00414d] | 1777 | |
---|
| 1778 | def updateFittedValues(row): |
---|
| 1779 | # Utility function for main model update |
---|
| 1780 | # internal so can use closure for param_dict |
---|
[cee5c78] | 1781 | if self._magnet_model.item(row, 0) is None: |
---|
| 1782 | return |
---|
[b00414d] | 1783 | param_name = str(self._magnet_model.item(row, 0).text()) |
---|
[b3e8629] | 1784 | if param_name not in list(param_dict.keys()): |
---|
[b00414d] | 1785 | return |
---|
| 1786 | # modify the param value |
---|
| 1787 | param_repr = GuiUtils.formatNumber(param_dict[param_name][0], high=True) |
---|
| 1788 | self._magnet_model.item(row, 1).setText(param_repr) |
---|
[c2f3ca2] | 1789 | self.kernel_module.setParam(param_name, param_dict[param_name][0]) |
---|
[b00414d] | 1790 | if self.has_magnet_error_column: |
---|
| 1791 | error_repr = GuiUtils.formatNumber(param_dict[param_name][1], high=True) |
---|
| 1792 | self._magnet_model.item(row, 2).setText(error_repr) |
---|
| 1793 | |
---|
| 1794 | def createErrorColumn(row): |
---|
| 1795 | # Utility function for error column update |
---|
| 1796 | item = QtGui.QStandardItem() |
---|
| 1797 | def createItem(param_name): |
---|
| 1798 | error_repr = GuiUtils.formatNumber(param_dict[param_name][1], high=True) |
---|
| 1799 | item.setText(error_repr) |
---|
| 1800 | def curr_param(): |
---|
| 1801 | return str(self._magnet_model.item(row, 0).text()) |
---|
| 1802 | |
---|
[b3e8629] | 1803 | [createItem(param_name) for param_name in list(param_dict.keys()) if curr_param() == param_name] |
---|
[b00414d] | 1804 | |
---|
| 1805 | error_column.append(item) |
---|
| 1806 | |
---|
| 1807 | # block signals temporarily, so we don't end up |
---|
| 1808 | # updating charts with every single model change on the end of fitting |
---|
[c2f3ca2] | 1809 | self._magnet_model.itemChanged.disconnect() |
---|
[8e2cd79] | 1810 | self.iterateOverMagnetModel(updateFittedValues) |
---|
[c2f3ca2] | 1811 | self._magnet_model.itemChanged.connect(self.onMagnetModelChange) |
---|
[b00414d] | 1812 | |
---|
| 1813 | if self.has_magnet_error_column: |
---|
| 1814 | return |
---|
| 1815 | |
---|
| 1816 | self.lstMagnetic.itemDelegate().addErrorColumn() |
---|
| 1817 | error_column = [] |
---|
[8e2cd79] | 1818 | self.iterateOverMagnetModel(createErrorColumn) |
---|
[b00414d] | 1819 | |
---|
| 1820 | # switch off reponse to model change |
---|
| 1821 | self._magnet_model.insertColumn(2, error_column) |
---|
| 1822 | FittingUtilities.addErrorHeadersToModel(self._magnet_model) |
---|
| 1823 | |
---|
| 1824 | self.has_magnet_error_column = True |
---|
| 1825 | |
---|
[0268aed] | 1826 | def onPlot(self): |
---|
| 1827 | """ |
---|
| 1828 | Plot the current set of data |
---|
| 1829 | """ |
---|
[d48cc19] | 1830 | # Regardless of previous state, this should now be `plot show` functionality only |
---|
| 1831 | self.cmdPlot.setText("Show Plot") |
---|
[88e1f57] | 1832 | # Force data recalculation so existing charts are updated |
---|
[d1e4689] | 1833 | if not self.data_is_loaded: |
---|
| 1834 | self.showTheoryPlot() |
---|
| 1835 | else: |
---|
| 1836 | self.showPlot() |
---|
[0cd98a1] | 1837 | # This is an important processEvent. |
---|
| 1838 | # This allows charts to be properly updated in order |
---|
| 1839 | # of plots being applied. |
---|
| 1840 | QtWidgets.QApplication.processEvents() |
---|
[c2f3ca2] | 1841 | self.recalculatePlotData() |
---|
[d48cc19] | 1842 | |
---|
[9a7c81c] | 1843 | def onSmearingOptionsUpdate(self): |
---|
| 1844 | """ |
---|
| 1845 | React to changes in the smearing widget |
---|
| 1846 | """ |
---|
| 1847 | self.calculateQGridForModel() |
---|
| 1848 | |
---|
[d48cc19] | 1849 | def recalculatePlotData(self): |
---|
| 1850 | """ |
---|
| 1851 | Generate a new dataset for model |
---|
| 1852 | """ |
---|
[180bd54] | 1853 | if not self.data_is_loaded: |
---|
[0268aed] | 1854 | self.createDefaultDataset() |
---|
| 1855 | self.calculateQGridForModel() |
---|
| 1856 | |
---|
[d1e4689] | 1857 | def showTheoryPlot(self): |
---|
| 1858 | """ |
---|
| 1859 | Show the current theory plot in MPL |
---|
| 1860 | """ |
---|
| 1861 | # Show the chart if ready |
---|
| 1862 | if self.theory_item is None: |
---|
| 1863 | self.recalculatePlotData() |
---|
[f9be147] | 1864 | return |
---|
| 1865 | if self.model_data: |
---|
| 1866 | self._requestPlots(self.model_data.filename, self.theory_item.model()) |
---|
[d1e4689] | 1867 | |
---|
[d48cc19] | 1868 | def showPlot(self): |
---|
| 1869 | """ |
---|
| 1870 | Show the current plot in MPL |
---|
| 1871 | """ |
---|
| 1872 | # Show the chart if ready |
---|
[d1e4689] | 1873 | data_to_show = self.data |
---|
[9ce69ec] | 1874 | # Any models for this page |
---|
| 1875 | current_index = self.all_data[self.data_index] |
---|
[f9be147] | 1876 | item = self._requestPlots(self.data.filename, current_index.model()) |
---|
| 1877 | if item: |
---|
| 1878 | # fit+data has not been shown - show just data |
---|
| 1879 | self.communicate.plotRequestedSignal.emit([item, data_to_show], self.tab_id) |
---|
| 1880 | |
---|
| 1881 | def _requestPlots(self, item_name, item_model): |
---|
| 1882 | """ |
---|
| 1883 | Emits plotRequestedSignal for all plots found in the given model under the provided item name. |
---|
| 1884 | """ |
---|
| 1885 | fitpage_name = "" if self.tab_id is None else "M"+str(self.tab_id) |
---|
| 1886 | plots = GuiUtils.plotsFromFilename(item_name, item_model) |
---|
[9ce69ec] | 1887 | # Has the fitted data been shown? |
---|
| 1888 | data_shown = False |
---|
[f9be147] | 1889 | item = None |
---|
[9ce69ec] | 1890 | for item, plot in plots.items(): |
---|
| 1891 | if fitpage_name in plot.name: |
---|
| 1892 | data_shown = True |
---|
| 1893 | self.communicate.plotRequestedSignal.emit([item, plot], self.tab_id) |
---|
[f9be147] | 1894 | # return the last data item seen, if nothing was plotted; supposed to be just data) |
---|
| 1895 | return None if data_shown else item |
---|
[d48cc19] | 1896 | |
---|
[180bd54] | 1897 | def onOptionsUpdate(self): |
---|
[0268aed] | 1898 | """ |
---|
[180bd54] | 1899 | Update local option values and replot |
---|
[0268aed] | 1900 | """ |
---|
[180bd54] | 1901 | self.q_range_min, self.q_range_max, self.npts, self.log_points, self.weighting = \ |
---|
| 1902 | self.options_widget.state() |
---|
[61a92d4] | 1903 | # set Q range labels on the main tab |
---|
| 1904 | self.lblMinRangeDef.setText(str(self.q_range_min)) |
---|
| 1905 | self.lblMaxRangeDef.setText(str(self.q_range_max)) |
---|
[d48cc19] | 1906 | self.recalculatePlotData() |
---|
[6c8fb2c] | 1907 | |
---|
[0268aed] | 1908 | def setDefaultStructureCombo(self): |
---|
| 1909 | """ |
---|
| 1910 | Fill in the structure factors combo box with defaults |
---|
| 1911 | """ |
---|
| 1912 | structure_factor_list = self.master_category_dict.pop(CATEGORY_STRUCTURE) |
---|
| 1913 | factors = [factor[0] for factor in structure_factor_list] |
---|
| 1914 | factors.insert(0, STRUCTURE_DEFAULT) |
---|
| 1915 | self.cbStructureFactor.clear() |
---|
| 1916 | self.cbStructureFactor.addItems(sorted(factors)) |
---|
| 1917 | |
---|
[4d457df] | 1918 | def createDefaultDataset(self): |
---|
| 1919 | """ |
---|
| 1920 | Generate default Dataset 1D/2D for the given model |
---|
| 1921 | """ |
---|
| 1922 | # Create default datasets if no data passed |
---|
| 1923 | if self.is2D: |
---|
[180bd54] | 1924 | qmax = self.q_range_max/np.sqrt(2) |
---|
[4d457df] | 1925 | qstep = self.npts |
---|
| 1926 | self.logic.createDefault2dData(qmax, qstep, self.tab_id) |
---|
[180bd54] | 1927 | return |
---|
| 1928 | elif self.log_points: |
---|
| 1929 | qmin = -10.0 if self.q_range_min < 1.e-10 else np.log10(self.q_range_min) |
---|
[1bc27f1] | 1930 | qmax = 10.0 if self.q_range_max > 1.e10 else np.log10(self.q_range_max) |
---|
[180bd54] | 1931 | interval = np.logspace(start=qmin, stop=qmax, num=self.npts, endpoint=True, base=10.0) |
---|
[4d457df] | 1932 | else: |
---|
[180bd54] | 1933 | interval = np.linspace(start=self.q_range_min, stop=self.q_range_max, |
---|
[1bc27f1] | 1934 | num=self.npts, endpoint=True) |
---|
[180bd54] | 1935 | self.logic.createDefault1dData(interval, self.tab_id) |
---|
[60af928] | 1936 | |
---|
[5236449] | 1937 | def readCategoryInfo(self): |
---|
[60af928] | 1938 | """ |
---|
| 1939 | Reads the categories in from file |
---|
| 1940 | """ |
---|
| 1941 | self.master_category_dict = defaultdict(list) |
---|
| 1942 | self.by_model_dict = defaultdict(list) |
---|
| 1943 | self.model_enabled_dict = defaultdict(bool) |
---|
| 1944 | |
---|
[cbcdd2c] | 1945 | categorization_file = CategoryInstaller.get_user_file() |
---|
| 1946 | if not os.path.isfile(categorization_file): |
---|
| 1947 | categorization_file = CategoryInstaller.get_default_file() |
---|
| 1948 | with open(categorization_file, 'rb') as cat_file: |
---|
[60af928] | 1949 | self.master_category_dict = json.load(cat_file) |
---|
[5236449] | 1950 | self.regenerateModelDict() |
---|
[60af928] | 1951 | |
---|
[5236449] | 1952 | # Load the model dict |
---|
| 1953 | models = load_standard_models() |
---|
| 1954 | for model in models: |
---|
| 1955 | self.models[model.name] = model |
---|
| 1956 | |
---|
[3b3b40b] | 1957 | self.readCustomCategoryInfo() |
---|
| 1958 | |
---|
| 1959 | def readCustomCategoryInfo(self): |
---|
| 1960 | """ |
---|
| 1961 | Reads the custom model category |
---|
| 1962 | """ |
---|
| 1963 | #Looking for plugins |
---|
| 1964 | self.plugins = list(self.custom_models.values()) |
---|
| 1965 | plugin_list = [] |
---|
| 1966 | for name, plug in self.custom_models.items(): |
---|
| 1967 | self.models[name] = plug |
---|
| 1968 | plugin_list.append([name, True]) |
---|
| 1969 | self.master_category_dict[CATEGORY_CUSTOM] = plugin_list |
---|
| 1970 | |
---|
[5236449] | 1971 | def regenerateModelDict(self): |
---|
[60af928] | 1972 | """ |
---|
[cbcdd2c] | 1973 | Regenerates self.by_model_dict which has each model name as the |
---|
[60af928] | 1974 | key and the list of categories belonging to that model |
---|
| 1975 | along with the enabled mapping |
---|
| 1976 | """ |
---|
| 1977 | self.by_model_dict = defaultdict(list) |
---|
| 1978 | for category in self.master_category_dict: |
---|
| 1979 | for (model, enabled) in self.master_category_dict[category]: |
---|
| 1980 | self.by_model_dict[model].append(category) |
---|
| 1981 | self.model_enabled_dict[model] = enabled |
---|
| 1982 | |
---|
[86f88d1] | 1983 | def addBackgroundToModel(self, model): |
---|
| 1984 | """ |
---|
| 1985 | Adds background parameter with default values to the model |
---|
| 1986 | """ |
---|
[cbcdd2c] | 1987 | assert isinstance(model, QtGui.QStandardItemModel) |
---|
[86f88d1] | 1988 | checked_list = ['background', '0.001', '-inf', 'inf', '1/cm'] |
---|
[4d457df] | 1989 | FittingUtilities.addCheckedListToModel(model, checked_list) |
---|
[2add354] | 1990 | last_row = model.rowCount()-1 |
---|
| 1991 | model.item(last_row, 0).setEditable(False) |
---|
| 1992 | model.item(last_row, 4).setEditable(False) |
---|
[86f88d1] | 1993 | |
---|
| 1994 | def addScaleToModel(self, model): |
---|
| 1995 | """ |
---|
| 1996 | Adds scale parameter with default values to the model |
---|
| 1997 | """ |
---|
[cbcdd2c] | 1998 | assert isinstance(model, QtGui.QStandardItemModel) |
---|
[86f88d1] | 1999 | checked_list = ['scale', '1.0', '0.0', 'inf', ''] |
---|
[4d457df] | 2000 | FittingUtilities.addCheckedListToModel(model, checked_list) |
---|
[2add354] | 2001 | last_row = model.rowCount()-1 |
---|
| 2002 | model.item(last_row, 0).setEditable(False) |
---|
| 2003 | model.item(last_row, 4).setEditable(False) |
---|
[86f88d1] | 2004 | |
---|
[9d266d2] | 2005 | def addWeightingToData(self, data): |
---|
| 2006 | """ |
---|
| 2007 | Adds weighting contribution to fitting data |
---|
[1bc27f1] | 2008 | """ |
---|
[b764ae5] | 2009 | new_data = copy.deepcopy(data) |
---|
[e1e3e09] | 2010 | # Send original data for weighting |
---|
[dc5ef15] | 2011 | weight = FittingUtilities.getWeight(data=data, is2d=self.is2D, flag=self.weighting) |
---|
[9a7c81c] | 2012 | if self.is2D: |
---|
[b764ae5] | 2013 | new_data.err_data = weight |
---|
[9a7c81c] | 2014 | else: |
---|
[b764ae5] | 2015 | new_data.dy = weight |
---|
| 2016 | |
---|
| 2017 | return new_data |
---|
[9d266d2] | 2018 | |
---|
[0268aed] | 2019 | def updateQRange(self): |
---|
| 2020 | """ |
---|
| 2021 | Updates Q Range display |
---|
| 2022 | """ |
---|
| 2023 | if self.data_is_loaded: |
---|
| 2024 | self.q_range_min, self.q_range_max, self.npts = self.logic.computeDataRange() |
---|
| 2025 | # set Q range labels on the main tab |
---|
| 2026 | self.lblMinRangeDef.setText(str(self.q_range_min)) |
---|
| 2027 | self.lblMaxRangeDef.setText(str(self.q_range_max)) |
---|
| 2028 | # set Q range labels on the options tab |
---|
[180bd54] | 2029 | self.options_widget.updateQRange(self.q_range_min, self.q_range_max, self.npts) |
---|
[0268aed] | 2030 | |
---|
[4d457df] | 2031 | def SASModelToQModel(self, model_name, structure_factor=None): |
---|
[60af928] | 2032 | """ |
---|
[cbcdd2c] | 2033 | Setting model parameters into table based on selected category |
---|
[60af928] | 2034 | """ |
---|
| 2035 | # Crete/overwrite model items |
---|
| 2036 | self._model_model.clear() |
---|
[f3a19ad] | 2037 | self._poly_model.clear() |
---|
| 2038 | self._magnet_model.clear() |
---|
[5236449] | 2039 | |
---|
[f3a19ad] | 2040 | if model_name is None: |
---|
| 2041 | if structure_factor not in (None, "None"): |
---|
| 2042 | # S(Q) on its own, treat the same as a form factor |
---|
| 2043 | self.kernel_module = None |
---|
| 2044 | self.fromStructureFactorToQModel(structure_factor) |
---|
| 2045 | else: |
---|
| 2046 | # No models selected |
---|
| 2047 | return |
---|
[cd31251] | 2048 | else: |
---|
[fd1ae6d1] | 2049 | self.fromModelToQModel(model_name) |
---|
[70f4458] | 2050 | self.addExtraShells() |
---|
[5236449] | 2051 | |
---|
[fd1ae6d1] | 2052 | # Allow the SF combobox visibility for the given sasmodel |
---|
| 2053 | self.enableStructureFactorControl(structure_factor) |
---|
[4ea8020] | 2054 | |
---|
| 2055 | # Add S(Q) |
---|
[605d944] | 2056 | if self.cbStructureFactor.isEnabled(): |
---|
| 2057 | structure_factor = self.cbStructureFactor.currentText() |
---|
| 2058 | self.fromStructureFactorToQModel(structure_factor) |
---|
[cd31251] | 2059 | |
---|
[f3a19ad] | 2060 | # Add polydispersity to the model |
---|
[4ea8020] | 2061 | self.poly_params = {} |
---|
[f3a19ad] | 2062 | self.setPolyModel() |
---|
| 2063 | # Add magnetic parameters to the model |
---|
[4ea8020] | 2064 | self.magnet_params = {} |
---|
[f3a19ad] | 2065 | self.setMagneticModel() |
---|
[5236449] | 2066 | |
---|
| 2067 | # Now we claim the model has been loaded |
---|
[86f88d1] | 2068 | self.model_is_loaded = True |
---|
[be8f4b0] | 2069 | # Change the model name to a monicker |
---|
| 2070 | self.kernel_module.name = self.modelName() |
---|
[9a7c81c] | 2071 | # Update the smearing tab |
---|
| 2072 | self.smearing_widget.updateKernelModel(kernel_model=self.kernel_module) |
---|
[86f88d1] | 2073 | |
---|
[fd1ae6d1] | 2074 | # (Re)-create headers |
---|
| 2075 | FittingUtilities.addHeadersToModel(self._model_model) |
---|
[6964d44] | 2076 | self.lstParams.header().setFont(self.boldFont) |
---|
[fd1ae6d1] | 2077 | |
---|
[5236449] | 2078 | # Update Q Ranges |
---|
| 2079 | self.updateQRange() |
---|
| 2080 | |
---|
[fd1ae6d1] | 2081 | def fromModelToQModel(self, model_name): |
---|
| 2082 | """ |
---|
| 2083 | Setting model parameters into QStandardItemModel based on selected _model_ |
---|
| 2084 | """ |
---|
[3b3b40b] | 2085 | name = model_name |
---|
[e3df84e] | 2086 | kernel_module = None |
---|
[3b3b40b] | 2087 | if self.cbCategory.currentText() == CATEGORY_CUSTOM: |
---|
| 2088 | # custom kernel load requires full path |
---|
| 2089 | name = os.path.join(ModelUtilities.find_plugins_dir(), model_name+".py") |
---|
[060413c] | 2090 | try: |
---|
| 2091 | kernel_module = generate.load_kernel_module(name) |
---|
[e3df84e] | 2092 | except ModuleNotFoundError as ex: |
---|
| 2093 | pass |
---|
| 2094 | |
---|
| 2095 | if kernel_module is None: |
---|
| 2096 | # mismatch between "name" attribute and actual filename. |
---|
| 2097 | curr_model = self.models[model_name] |
---|
| 2098 | name, _ = os.path.splitext(os.path.basename(curr_model.filename)) |
---|
| 2099 | try: |
---|
| 2100 | kernel_module = generate.load_kernel_module(name) |
---|
| 2101 | except ModuleNotFoundError as ex: |
---|
[bb477f5] | 2102 | logger.error("Can't find the model "+ str(ex)) |
---|
[e3df84e] | 2103 | return |
---|
[dc71408] | 2104 | |
---|
| 2105 | if hasattr(kernel_module, 'parameters'): |
---|
| 2106 | # built-in and custom models |
---|
| 2107 | self.model_parameters = modelinfo.make_parameter_table(getattr(kernel_module, 'parameters', [])) |
---|
| 2108 | |
---|
| 2109 | elif hasattr(kernel_module, 'model_info'): |
---|
| 2110 | # for sum/multiply models |
---|
| 2111 | self.model_parameters = kernel_module.model_info.parameters |
---|
| 2112 | |
---|
| 2113 | elif hasattr(kernel_module, 'Model') and hasattr(kernel_module.Model, "_model_info"): |
---|
| 2114 | # this probably won't work if there's no model_info, but just in case |
---|
| 2115 | self.model_parameters = kernel_module.Model._model_info.parameters |
---|
| 2116 | else: |
---|
| 2117 | # no parameters - default to blank table |
---|
| 2118 | msg = "No parameters found in model '{}'.".format(model_name) |
---|
| 2119 | logger.warning(msg) |
---|
| 2120 | self.model_parameters = modelinfo.ParameterTable([]) |
---|
[fd1ae6d1] | 2121 | |
---|
| 2122 | # Instantiate the current sasmodel |
---|
| 2123 | self.kernel_module = self.models[model_name]() |
---|
| 2124 | |
---|
[9ce69ec] | 2125 | # Change the model name to a monicker |
---|
| 2126 | self.kernel_module.name = self.modelName() |
---|
| 2127 | |
---|
[fd1ae6d1] | 2128 | # Explicitly add scale and background with default values |
---|
[6964d44] | 2129 | temp_undo_state = self.undo_supported |
---|
| 2130 | self.undo_supported = False |
---|
[fd1ae6d1] | 2131 | self.addScaleToModel(self._model_model) |
---|
| 2132 | self.addBackgroundToModel(self._model_model) |
---|
[6964d44] | 2133 | self.undo_supported = temp_undo_state |
---|
[fd1ae6d1] | 2134 | |
---|
[0d13814] | 2135 | self.shell_names = self.shellNamesList() |
---|
| 2136 | |
---|
[00b7ddf0] | 2137 | # Add heading row |
---|
| 2138 | FittingUtilities.addHeadingRowToModel(self._model_model, model_name) |
---|
[aca8418] | 2139 | |
---|
[fd1ae6d1] | 2140 | # Update the QModel |
---|
[04f775d] | 2141 | FittingUtilities.addParametersToModel( |
---|
| 2142 | self.model_parameters, |
---|
| 2143 | self.kernel_module, |
---|
[a758043] | 2144 | self.is2D, |
---|
| 2145 | self._model_model, |
---|
| 2146 | self.lstParams) |
---|
[fd1ae6d1] | 2147 | |
---|
| 2148 | def fromStructureFactorToQModel(self, structure_factor): |
---|
| 2149 | """ |
---|
| 2150 | Setting model parameters into QStandardItemModel based on selected _structure factor_ |
---|
| 2151 | """ |
---|
[605d944] | 2152 | if structure_factor is None or structure_factor=="None": |
---|
| 2153 | return |
---|
[18d5c94a] | 2154 | |
---|
[01b4877] | 2155 | product_params = None |
---|
| 2156 | |
---|
[5fb714b] | 2157 | if self.kernel_module is None: |
---|
| 2158 | # Structure factor is the only selected model; build it and show all its params |
---|
| 2159 | self.kernel_module = self.models[structure_factor]() |
---|
[9ce69ec] | 2160 | self.kernel_module.name = self.modelName() |
---|
[5fb714b] | 2161 | s_params = self.kernel_module._model_info.parameters |
---|
| 2162 | s_params_orig = s_params |
---|
[f3a19ad] | 2163 | else: |
---|
[5fb714b] | 2164 | s_kernel = self.models[structure_factor]() |
---|
| 2165 | p_kernel = self.kernel_module |
---|
[5d1440e1] | 2166 | |
---|
[f3a19ad] | 2167 | p_pars_len = len(p_kernel._model_info.parameters.kernel_parameters) |
---|
| 2168 | s_pars_len = len(s_kernel._model_info.parameters.kernel_parameters) |
---|
[fd1ae6d1] | 2169 | |
---|
[f3a19ad] | 2170 | self.kernel_module = MultiplicationModel(p_kernel, s_kernel) |
---|
[9ce69ec] | 2171 | # Modify the name to correspond to shown items |
---|
| 2172 | self.kernel_module.name = self.modelName() |
---|
[f3a19ad] | 2173 | all_params = self.kernel_module._model_info.parameters.kernel_parameters |
---|
| 2174 | all_param_names = [param.name for param in all_params] |
---|
[18d5c94a] | 2175 | |
---|
[f3a19ad] | 2176 | # S(Q) params from the product model are not necessarily the same as those from the S(Q) model; any |
---|
[5fb714b] | 2177 | # conflicting names with P(Q) params will cause a rename |
---|
[fd1ae6d1] | 2178 | |
---|
[f3a19ad] | 2179 | if "radius_effective_mode" in all_param_names: |
---|
| 2180 | # Show all parameters |
---|
[01b4877] | 2181 | # In this case, radius_effective is NOT pruned by sasmodels.product |
---|
[f3a19ad] | 2182 | s_params = modelinfo.ParameterTable(all_params[p_pars_len:p_pars_len+s_pars_len]) |
---|
| 2183 | s_params_orig = modelinfo.ParameterTable(s_kernel._model_info.parameters.kernel_parameters) |
---|
[01b4877] | 2184 | product_params = modelinfo.ParameterTable( |
---|
| 2185 | self.kernel_module._model_info.parameters.kernel_parameters[p_pars_len+s_pars_len:]) |
---|
[f3a19ad] | 2186 | else: |
---|
| 2187 | # Ensure radius_effective is not displayed |
---|
| 2188 | s_params_orig = modelinfo.ParameterTable(s_kernel._model_info.parameters.kernel_parameters[1:]) |
---|
| 2189 | if "radius_effective" in all_param_names: |
---|
[01b4877] | 2190 | # In this case, radius_effective is NOT pruned by sasmodels.product |
---|
[f3a19ad] | 2191 | s_params = modelinfo.ParameterTable(all_params[p_pars_len+1:p_pars_len+s_pars_len]) |
---|
[01b4877] | 2192 | product_params = modelinfo.ParameterTable( |
---|
| 2193 | self.kernel_module._model_info.parameters.kernel_parameters[p_pars_len+s_pars_len:]) |
---|
[f3a19ad] | 2194 | else: |
---|
[01b4877] | 2195 | # In this case, radius_effective is pruned by sasmodels.product |
---|
[f3a19ad] | 2196 | s_params = modelinfo.ParameterTable(all_params[p_pars_len:p_pars_len+s_pars_len-1]) |
---|
[01b4877] | 2197 | product_params = modelinfo.ParameterTable( |
---|
| 2198 | self.kernel_module._model_info.parameters.kernel_parameters[p_pars_len+s_pars_len-1:]) |
---|
[f3a19ad] | 2199 | |
---|
[00b7ddf0] | 2200 | # Add heading row |
---|
| 2201 | FittingUtilities.addHeadingRowToModel(self._model_model, structure_factor) |
---|
[0d72cac] | 2202 | |
---|
[b69b549] | 2203 | # Get new rows for QModel |
---|
| 2204 | # Any renamed parameters are stored as data in the relevant item, for later handling |
---|
[04f775d] | 2205 | FittingUtilities.addSimpleParametersToModel( |
---|
[01b4877] | 2206 | parameters=s_params, |
---|
| 2207 | is2D=self.is2D, |
---|
| 2208 | parameters_original=s_params_orig, |
---|
| 2209 | model=self._model_model, |
---|
| 2210 | view=self.lstParams) |
---|
| 2211 | |
---|
| 2212 | # Insert product-only params into QModel |
---|
| 2213 | if product_params: |
---|
| 2214 | prod_rows = FittingUtilities.addSimpleParametersToModel( |
---|
| 2215 | parameters=product_params, |
---|
| 2216 | is2D=self.is2D, |
---|
| 2217 | parameters_original=None, |
---|
| 2218 | model=self._model_model, |
---|
| 2219 | view=self.lstParams, |
---|
| 2220 | row_num=2) |
---|
| 2221 | |
---|
| 2222 | # Since this all happens after shells are dealt with and we've inserted rows, fix this counter |
---|
| 2223 | self._n_shells_row += len(prod_rows) |
---|
[fd1ae6d1] | 2224 | |
---|
[6dbff18] | 2225 | def haveParamsToFit(self): |
---|
| 2226 | """ |
---|
| 2227 | Finds out if there are any parameters ready to be fitted |
---|
| 2228 | """ |
---|
| 2229 | return (self.main_params_to_fit!=[] |
---|
| 2230 | or self.poly_params_to_fit!=[] |
---|
| 2231 | or self.magnet_params_to_fit != []) and \ |
---|
| 2232 | self.logic.data_is_loaded |
---|
| 2233 | |
---|
[b00414d] | 2234 | def onMainParamsChange(self, item): |
---|
[cd31251] | 2235 | """ |
---|
| 2236 | Callback method for updating the sasmodel parameters with the GUI values |
---|
| 2237 | """ |
---|
[cbcdd2c] | 2238 | model_column = item.column() |
---|
[cd31251] | 2239 | |
---|
| 2240 | if model_column == 0: |
---|
[f182f93] | 2241 | self.checkboxSelected(item) |
---|
[6dbff18] | 2242 | self.cmdFit.setEnabled(self.haveParamsToFit()) |
---|
[6964d44] | 2243 | # Update state stack |
---|
| 2244 | self.updateUndo() |
---|
[cd31251] | 2245 | return |
---|
| 2246 | |
---|
[f182f93] | 2247 | model_row = item.row() |
---|
| 2248 | name_index = self._model_model.index(model_row, 0) |
---|
[700b03b] | 2249 | name_item = self._model_model.itemFromIndex(name_index) |
---|
[f182f93] | 2250 | |
---|
[b00414d] | 2251 | # Extract changed value. |
---|
[2add354] | 2252 | try: |
---|
[fbfc488] | 2253 | value = GuiUtils.toDouble(item.text()) |
---|
[0261bc1] | 2254 | except TypeError: |
---|
[2add354] | 2255 | # Unparsable field |
---|
| 2256 | return |
---|
[fbfc488] | 2257 | |
---|
[700b03b] | 2258 | # if the item has user data, this is the actual parameter name (e.g. to handle duplicate names) |
---|
| 2259 | if name_item.data(QtCore.Qt.UserRole): |
---|
| 2260 | parameter_name = str(name_item.data(QtCore.Qt.UserRole)) |
---|
| 2261 | else: |
---|
| 2262 | parameter_name = str(self._model_model.data(name_index)) |
---|
[cbcdd2c] | 2263 | |
---|
[00b3b40] | 2264 | # Update the parameter value - note: this supports +/-inf as well |
---|
[cbcdd2c] | 2265 | self.kernel_module.params[parameter_name] = value |
---|
| 2266 | |
---|
[8a32a6ff] | 2267 | # Update the parameter value - note: this supports +/-inf as well |
---|
[8f2548c] | 2268 | param_column = self.lstParams.itemDelegate().param_value |
---|
| 2269 | min_column = self.lstParams.itemDelegate().param_min |
---|
| 2270 | max_column = self.lstParams.itemDelegate().param_max |
---|
| 2271 | if model_column == param_column: |
---|
[8a32a6ff] | 2272 | self.kernel_module.setParam(parameter_name, value) |
---|
[8f2548c] | 2273 | elif model_column == min_column: |
---|
[8a32a6ff] | 2274 | # min/max to be changed in self.kernel_module.details[parameter_name] = ['Ang', 0.0, inf] |
---|
[8f2548c] | 2275 | self.kernel_module.details[parameter_name][1] = value |
---|
| 2276 | elif model_column == max_column: |
---|
| 2277 | self.kernel_module.details[parameter_name][2] = value |
---|
| 2278 | else: |
---|
| 2279 | # don't update the chart |
---|
| 2280 | return |
---|
[00b3b40] | 2281 | |
---|
| 2282 | # TODO: magnetic params in self.kernel_module.details['M0:parameter_name'] = value |
---|
| 2283 | # TODO: multishell params in self.kernel_module.details[??] = value |
---|
[cbcdd2c] | 2284 | |
---|
[d7ff531] | 2285 | # Force the chart update when actual parameters changed |
---|
| 2286 | if model_column == 1: |
---|
[d48cc19] | 2287 | self.recalculatePlotData() |
---|
[7d077d1] | 2288 | |
---|
[2241130] | 2289 | # Update state stack |
---|
[00b3b40] | 2290 | self.updateUndo() |
---|
[2241130] | 2291 | |
---|
[7fd20fc] | 2292 | def isCheckable(self, row): |
---|
| 2293 | return self._model_model.item(row, 0).isCheckable() |
---|
| 2294 | |
---|
[f182f93] | 2295 | def checkboxSelected(self, item): |
---|
| 2296 | # Assure we're dealing with checkboxes |
---|
| 2297 | if not item.isCheckable(): |
---|
| 2298 | return |
---|
| 2299 | status = item.checkState() |
---|
| 2300 | |
---|
| 2301 | # If multiple rows selected - toggle all of them, filtering uncheckable |
---|
| 2302 | # Switch off signaling from the model to avoid recursion |
---|
| 2303 | self._model_model.blockSignals(True) |
---|
| 2304 | # Convert to proper indices and set requested enablement |
---|
[7fd20fc] | 2305 | self.setParameterSelection(status) |
---|
[f182f93] | 2306 | self._model_model.blockSignals(False) |
---|
| 2307 | |
---|
| 2308 | # update the list of parameters to fit |
---|
[6dbff18] | 2309 | self.main_params_to_fit = self.checkedListFromModel(self._model_model) |
---|
[c1e380e] | 2310 | |
---|
| 2311 | def checkedListFromModel(self, model): |
---|
| 2312 | """ |
---|
| 2313 | Returns list of checked parameters for given model |
---|
| 2314 | """ |
---|
| 2315 | def isChecked(row): |
---|
| 2316 | return model.item(row, 0).checkState() == QtCore.Qt.Checked |
---|
| 2317 | |
---|
| 2318 | return [str(model.item(row_index, 0).text()) |
---|
[b3e8629] | 2319 | for row_index in range(model.rowCount()) |
---|
[c1e380e] | 2320 | if isChecked(row_index)] |
---|
[f182f93] | 2321 | |
---|
[6fd4e36] | 2322 | def createNewIndex(self, fitted_data): |
---|
| 2323 | """ |
---|
| 2324 | Create a model or theory index with passed Data1D/Data2D |
---|
| 2325 | """ |
---|
| 2326 | if self.data_is_loaded: |
---|
[0268aed] | 2327 | if not fitted_data.name: |
---|
| 2328 | name = self.nameForFittedData(self.data.filename) |
---|
| 2329 | fitted_data.title = name |
---|
| 2330 | fitted_data.name = name |
---|
| 2331 | fitted_data.filename = name |
---|
[7d077d1] | 2332 | fitted_data.symbol = "Line" |
---|
[6fd4e36] | 2333 | self.updateModelIndex(fitted_data) |
---|
| 2334 | else: |
---|
[3ae9179] | 2335 | if not fitted_data.name: |
---|
| 2336 | name = self.nameForFittedData(self.kernel_module.id) |
---|
| 2337 | else: |
---|
| 2338 | name = fitted_data.name |
---|
[0268aed] | 2339 | fitted_data.title = name |
---|
| 2340 | fitted_data.filename = name |
---|
| 2341 | fitted_data.symbol = "Line" |
---|
[6fd4e36] | 2342 | self.createTheoryIndex(fitted_data) |
---|
[5d28d6b] | 2343 | # Switch to the theory tab for user's glee |
---|
| 2344 | self.communicate.changeDataExplorerTabSignal.emit(1) |
---|
[6fd4e36] | 2345 | |
---|
| 2346 | def updateModelIndex(self, fitted_data): |
---|
| 2347 | """ |
---|
| 2348 | Update a QStandardModelIndex containing model data |
---|
| 2349 | """ |
---|
[00b3b40] | 2350 | name = self.nameFromData(fitted_data) |
---|
[0268aed] | 2351 | # Make this a line if no other defined |
---|
[7d077d1] | 2352 | if hasattr(fitted_data, 'symbol') and fitted_data.symbol is None: |
---|
[0268aed] | 2353 | fitted_data.symbol = 'Line' |
---|
[6fd4e36] | 2354 | # Notify the GUI manager so it can update the main model in DataExplorer |
---|
[d4dac80] | 2355 | GuiUtils.updateModelItemWithPlot(self.all_data[self.data_index], fitted_data, name) |
---|
[6fd4e36] | 2356 | |
---|
| 2357 | def createTheoryIndex(self, fitted_data): |
---|
| 2358 | """ |
---|
| 2359 | Create a QStandardModelIndex containing model data |
---|
| 2360 | """ |
---|
[00b3b40] | 2361 | name = self.nameFromData(fitted_data) |
---|
| 2362 | # Notify the GUI manager so it can create the theory model in DataExplorer |
---|
[cb90b65] | 2363 | self.theory_item = GuiUtils.createModelItemWithPlot(fitted_data, name=name) |
---|
| 2364 | self.communicate.updateTheoryFromPerspectiveSignal.emit(self.theory_item) |
---|
[00b3b40] | 2365 | |
---|
| 2366 | def nameFromData(self, fitted_data): |
---|
| 2367 | """ |
---|
| 2368 | Return name for the dataset. Terribly impure function. |
---|
| 2369 | """ |
---|
[0268aed] | 2370 | if fitted_data.name is None: |
---|
[00b3b40] | 2371 | name = self.nameForFittedData(self.logic.data.filename) |
---|
[0268aed] | 2372 | fitted_data.title = name |
---|
| 2373 | fitted_data.name = name |
---|
| 2374 | fitted_data.filename = name |
---|
| 2375 | else: |
---|
| 2376 | name = fitted_data.name |
---|
[00b3b40] | 2377 | return name |
---|
[5236449] | 2378 | |
---|
[4d457df] | 2379 | def methodCalculateForData(self): |
---|
| 2380 | '''return the method for data calculation''' |
---|
| 2381 | return Calc1D if isinstance(self.data, Data1D) else Calc2D |
---|
| 2382 | |
---|
| 2383 | def methodCompleteForData(self): |
---|
| 2384 | '''return the method for result parsin on calc complete ''' |
---|
[d4dac80] | 2385 | return self.completed1D if isinstance(self.data, Data1D) else self.completed2D |
---|
[4d457df] | 2386 | |
---|
[66d4370] | 2387 | def updateKernelModelWithExtraParams(self, model=None): |
---|
| 2388 | """ |
---|
| 2389 | Updates kernel model 'model' with extra parameters from |
---|
| 2390 | the polydisp and magnetism tab, if the tabs are enabled |
---|
| 2391 | """ |
---|
| 2392 | if model is None: return |
---|
| 2393 | if not hasattr(model, 'setParam'): return |
---|
| 2394 | |
---|
| 2395 | # add polydisperse parameters if asked |
---|
[2d47985] | 2396 | if self.chkPolydispersity.isChecked() and self._poly_model.rowCount() > 0: |
---|
[66d4370] | 2397 | for key, value in self.poly_params.items(): |
---|
| 2398 | model.setParam(key, value) |
---|
| 2399 | # add magnetic params if asked |
---|
| 2400 | if self.chkMagnetism.isChecked(): |
---|
[2d47985] | 2401 | for key, value in self.magnet_params.items() and self._magnet_model.rowCount() > 0: |
---|
[66d4370] | 2402 | model.setParam(key, value) |
---|
| 2403 | |
---|
[d4dac80] | 2404 | def calculateQGridForModelExt(self, data=None, model=None, completefn=None, use_threads=True): |
---|
[86f88d1] | 2405 | """ |
---|
[d4dac80] | 2406 | Wrapper for Calc1D/2D calls |
---|
[86f88d1] | 2407 | """ |
---|
[d4dac80] | 2408 | if data is None: |
---|
| 2409 | data = self.data |
---|
| 2410 | if model is None: |
---|
[66d4370] | 2411 | model = copy.deepcopy(self.kernel_module) |
---|
| 2412 | self.updateKernelModelWithExtraParams(model) |
---|
| 2413 | |
---|
[d4dac80] | 2414 | if completefn is None: |
---|
| 2415 | completefn = self.methodCompleteForData() |
---|
[9a7c81c] | 2416 | smearer = self.smearing_widget.smearer() |
---|
[b764ae5] | 2417 | weight = FittingUtilities.getWeight(data=data, is2d=self.is2D, flag=self.weighting) |
---|
| 2418 | |
---|
[557fc498] | 2419 | # Disable buttons/table |
---|
| 2420 | self.disableInteractiveElements() |
---|
[4d457df] | 2421 | # Awful API to a backend method. |
---|
[d4dac80] | 2422 | calc_thread = self.methodCalculateForData()(data=data, |
---|
| 2423 | model=model, |
---|
[1bc27f1] | 2424 | page_id=0, |
---|
| 2425 | qmin=self.q_range_min, |
---|
| 2426 | qmax=self.q_range_max, |
---|
[9a7c81c] | 2427 | smearer=smearer, |
---|
[1bc27f1] | 2428 | state=None, |
---|
[b764ae5] | 2429 | weight=weight, |
---|
[1bc27f1] | 2430 | fid=None, |
---|
| 2431 | toggle_mode_on=False, |
---|
[d4dac80] | 2432 | completefn=completefn, |
---|
[1bc27f1] | 2433 | update_chisqr=True, |
---|
| 2434 | exception_handler=self.calcException, |
---|
| 2435 | source=None) |
---|
[d4dac80] | 2436 | if use_threads: |
---|
| 2437 | if LocalConfig.USING_TWISTED: |
---|
| 2438 | # start the thread with twisted |
---|
| 2439 | thread = threads.deferToThread(calc_thread.compute) |
---|
| 2440 | thread.addCallback(completefn) |
---|
| 2441 | thread.addErrback(self.calculateDataFailed) |
---|
| 2442 | else: |
---|
| 2443 | # Use the old python threads + Queue |
---|
| 2444 | calc_thread.queue() |
---|
| 2445 | calc_thread.ready(2.5) |
---|
| 2446 | else: |
---|
| 2447 | results = calc_thread.compute() |
---|
| 2448 | completefn(results) |
---|
[4d457df] | 2449 | |
---|
[d4dac80] | 2450 | def calculateQGridForModel(self): |
---|
| 2451 | """ |
---|
| 2452 | Prepare the fitting data object, based on current ModelModel |
---|
| 2453 | """ |
---|
| 2454 | if self.kernel_module is None: |
---|
| 2455 | return |
---|
| 2456 | self.calculateQGridForModelExt() |
---|
[6964d44] | 2457 | |
---|
[aca8418] | 2458 | def calculateDataFailed(self, reason): |
---|
[6964d44] | 2459 | """ |
---|
[c1e380e] | 2460 | Thread returned error |
---|
[6964d44] | 2461 | """ |
---|
[557fc498] | 2462 | # Bring the GUI to normal state |
---|
| 2463 | self.enableInteractiveElements() |
---|
[b3e8629] | 2464 | print("Calculate Data failed with ", reason) |
---|
[5236449] | 2465 | |
---|
[d4dac80] | 2466 | def completed1D(self, return_data): |
---|
| 2467 | self.Calc1DFinishedSignal.emit(return_data) |
---|
| 2468 | |
---|
| 2469 | def completed2D(self, return_data): |
---|
| 2470 | self.Calc2DFinishedSignal.emit(return_data) |
---|
| 2471 | |
---|
[cbcdd2c] | 2472 | def complete1D(self, return_data): |
---|
[5236449] | 2473 | """ |
---|
[4d457df] | 2474 | Plot the current 1D data |
---|
| 2475 | """ |
---|
[557fc498] | 2476 | # Bring the GUI to normal state |
---|
| 2477 | self.enableInteractiveElements() |
---|
[9ce69ec] | 2478 | if return_data is None: |
---|
| 2479 | self.calculateDataFailed("Results not available.") |
---|
| 2480 | return |
---|
[d48cc19] | 2481 | fitted_data = self.logic.new1DPlot(return_data, self.tab_id) |
---|
[d1e4689] | 2482 | |
---|
[0fe7e5b] | 2483 | residuals = self.calculateResiduals(fitted_data) |
---|
[d48cc19] | 2484 | self.model_data = fitted_data |
---|
[5aad7a5] | 2485 | new_plots = [fitted_data] |
---|
| 2486 | if residuals is not None: |
---|
| 2487 | new_plots.append(residuals) |
---|
[cbcdd2c] | 2488 | |
---|
[fd7ef36] | 2489 | if self.data_is_loaded: |
---|
[0dcb71d] | 2490 | # delete any plots associated with the data that were not updated (e.g. to remove beta(Q), S_eff(Q)) |
---|
| 2491 | GuiUtils.deleteRedundantPlots(self.all_data[self.data_index], new_plots) |
---|
[5b144c6] | 2492 | pass |
---|
[fd7ef36] | 2493 | else: |
---|
| 2494 | # delete theory items for the model, in order to get rid of any redundant items, e.g. beta(Q), S_eff(Q) |
---|
| 2495 | self.communicate.deleteIntermediateTheoryPlotsSignal.emit(self.kernel_module.id) |
---|
[0fe7e5b] | 2496 | |
---|
[3ae9179] | 2497 | # Create plots for intermediate product data |
---|
[40975f8] | 2498 | plots = self.logic.new1DProductPlots(return_data, self.tab_id) |
---|
| 2499 | for plot in plots: |
---|
| 2500 | plot.symbol = "Line" |
---|
| 2501 | self.createNewIndex(plot) |
---|
| 2502 | new_plots.append(plot) |
---|
[0fe7e5b] | 2503 | |
---|
[9463ca2] | 2504 | for plot in new_plots: |
---|
[5aad7a5] | 2505 | self.communicate.plotUpdateSignal.emit([plot]) |
---|
[9463ca2] | 2506 | |
---|
[cbcdd2c] | 2507 | def complete2D(self, return_data): |
---|
| 2508 | """ |
---|
[4d457df] | 2509 | Plot the current 2D data |
---|
| 2510 | """ |
---|
[557fc498] | 2511 | # Bring the GUI to normal state |
---|
| 2512 | self.enableInteractiveElements() |
---|
| 2513 | |
---|
[6fd4e36] | 2514 | fitted_data = self.logic.new2DPlot(return_data) |
---|
[66d4370] | 2515 | residuals = self.calculateResiduals(fitted_data) |
---|
[d48cc19] | 2516 | self.model_data = fitted_data |
---|
[66d4370] | 2517 | new_plots = [fitted_data] |
---|
| 2518 | if residuals is not None: |
---|
| 2519 | new_plots.append(residuals) |
---|
| 2520 | |
---|
| 2521 | # Update/generate plots |
---|
| 2522 | for plot in new_plots: |
---|
| 2523 | self.communicate.plotUpdateSignal.emit([plot]) |
---|
[6fd4e36] | 2524 | |
---|
| 2525 | def calculateResiduals(self, fitted_data): |
---|
| 2526 | """ |
---|
[9463ca2] | 2527 | Calculate and print Chi2 and display chart of residuals. Returns residuals plot object. |
---|
[6fd4e36] | 2528 | """ |
---|
| 2529 | # Create a new index for holding data |
---|
[7d077d1] | 2530 | fitted_data.symbol = "Line" |
---|
[6964d44] | 2531 | |
---|
| 2532 | # Modify fitted_data with weighting |
---|
[b764ae5] | 2533 | weighted_data = self.addWeightingToData(fitted_data) |
---|
[6964d44] | 2534 | |
---|
[b764ae5] | 2535 | self.createNewIndex(weighted_data) |
---|
[6fd4e36] | 2536 | # Calculate difference between return_data and logic.data |
---|
[b764ae5] | 2537 | self.chi2 = FittingUtilities.calculateChi2(weighted_data, self.logic.data) |
---|
[6fd4e36] | 2538 | # Update the control |
---|
[2add354] | 2539 | chi2_repr = "---" if self.chi2 is None else GuiUtils.formatNumber(self.chi2, high=True) |
---|
[f182f93] | 2540 | self.lblChi2Value.setText(chi2_repr) |
---|
[cbcdd2c] | 2541 | |
---|
[0268aed] | 2542 | # Plot residuals if actual data |
---|
[aca8418] | 2543 | if not self.data_is_loaded: |
---|
| 2544 | return |
---|
| 2545 | |
---|
[b764ae5] | 2546 | residuals_plot = FittingUtilities.plotResiduals(self.data, weighted_data) |
---|
[aca8418] | 2547 | residuals_plot.id = "Residual " + residuals_plot.id |
---|
[a54bbf2b] | 2548 | residuals_plot.plot_role = Data1D.ROLE_RESIDUAL |
---|
[aca8418] | 2549 | self.createNewIndex(residuals_plot) |
---|
[0fe7e5b] | 2550 | return residuals_plot |
---|
[5236449] | 2551 | |
---|
[3d18691] | 2552 | def onCategoriesChanged(self): |
---|
| 2553 | """ |
---|
| 2554 | Reload the category/model comboboxes |
---|
| 2555 | """ |
---|
| 2556 | # Store the current combo indices |
---|
| 2557 | current_cat = self.cbCategory.currentText() |
---|
| 2558 | current_model = self.cbModel.currentText() |
---|
| 2559 | |
---|
| 2560 | # reread the category file and repopulate the combo |
---|
| 2561 | self.cbCategory.blockSignals(True) |
---|
| 2562 | self.cbCategory.clear() |
---|
| 2563 | self.readCategoryInfo() |
---|
| 2564 | self.initializeCategoryCombo() |
---|
| 2565 | |
---|
| 2566 | # Scroll back to the original index in Categories |
---|
| 2567 | new_index = self.cbCategory.findText(current_cat) |
---|
| 2568 | if new_index != -1: |
---|
| 2569 | self.cbCategory.setCurrentIndex(new_index) |
---|
| 2570 | self.cbCategory.blockSignals(False) |
---|
| 2571 | # ...and in the Models |
---|
| 2572 | self.cbModel.blockSignals(True) |
---|
| 2573 | new_index = self.cbModel.findText(current_model) |
---|
| 2574 | if new_index != -1: |
---|
| 2575 | self.cbModel.setCurrentIndex(new_index) |
---|
| 2576 | self.cbModel.blockSignals(False) |
---|
| 2577 | |
---|
| 2578 | return |
---|
| 2579 | |
---|
[5236449] | 2580 | def calcException(self, etype, value, tb): |
---|
| 2581 | """ |
---|
[c1e380e] | 2582 | Thread threw an exception. |
---|
[5236449] | 2583 | """ |
---|
[557fc498] | 2584 | # Bring the GUI to normal state |
---|
| 2585 | self.enableInteractiveElements() |
---|
[c1e380e] | 2586 | # TODO: remimplement thread cancellation |
---|
[bb477f5] | 2587 | logger.error("".join(traceback.format_exception(etype, value, tb))) |
---|
[60af928] | 2588 | |
---|
| 2589 | def setTableProperties(self, table): |
---|
| 2590 | """ |
---|
| 2591 | Setting table properties |
---|
| 2592 | """ |
---|
| 2593 | # Table properties |
---|
| 2594 | table.verticalHeader().setVisible(False) |
---|
| 2595 | table.setAlternatingRowColors(True) |
---|
[4992ff2] | 2596 | table.setSizePolicy(QtWidgets.QSizePolicy.MinimumExpanding, QtWidgets.QSizePolicy.Expanding) |
---|
| 2597 | table.setSelectionBehavior(QtWidgets.QAbstractItemView.SelectRows) |
---|
[f46f6dc] | 2598 | table.resizeColumnsToContents() |
---|
| 2599 | |
---|
[60af928] | 2600 | # Header |
---|
| 2601 | header = table.horizontalHeader() |
---|
[4992ff2] | 2602 | header.setSectionResizeMode(QtWidgets.QHeaderView.ResizeToContents) |
---|
| 2603 | header.ResizeMode(QtWidgets.QHeaderView.Interactive) |
---|
[f46f6dc] | 2604 | |
---|
[4992ff2] | 2605 | # Qt5: the following 2 lines crash - figure out why! |
---|
[e43fc91] | 2606 | # Resize column 0 and 7 to content |
---|
[4992ff2] | 2607 | #header.setSectionResizeMode(0, QtWidgets.QHeaderView.ResizeToContents) |
---|
| 2608 | #header.setSectionResizeMode(7, QtWidgets.QHeaderView.ResizeToContents) |
---|
[60af928] | 2609 | |
---|
| 2610 | def setPolyModel(self): |
---|
| 2611 | """ |
---|
| 2612 | Set polydispersity values |
---|
| 2613 | """ |
---|
[86f88d1] | 2614 | if not self.model_parameters: |
---|
| 2615 | return |
---|
| 2616 | self._poly_model.clear() |
---|
| 2617 | |
---|
[f53bc04] | 2618 | parameters = self.model_parameters.form_volume_parameters |
---|
| 2619 | if self.is2D: |
---|
| 2620 | parameters += self.model_parameters.orientation_parameters |
---|
| 2621 | |
---|
[e43fc91] | 2622 | [self.setPolyModelParameters(i, param) for i, param in \ |
---|
[f53bc04] | 2623 | enumerate(parameters) if param.polydisperse] |
---|
| 2624 | |
---|
[4d457df] | 2625 | FittingUtilities.addPolyHeadersToModel(self._poly_model) |
---|
[60af928] | 2626 | |
---|
[e43fc91] | 2627 | def setPolyModelParameters(self, i, param): |
---|
[aca8418] | 2628 | """ |
---|
[0d13814] | 2629 | Standard of multishell poly parameter driver |
---|
[aca8418] | 2630 | """ |
---|
[0d13814] | 2631 | param_name = param.name |
---|
| 2632 | # see it the parameter is multishell |
---|
[06b0138] | 2633 | if '[' in param.name: |
---|
[0d13814] | 2634 | # Skip empty shells |
---|
| 2635 | if self.current_shell_displayed == 0: |
---|
| 2636 | return |
---|
| 2637 | else: |
---|
| 2638 | # Create as many entries as current shells |
---|
[b3e8629] | 2639 | for ishell in range(1, self.current_shell_displayed+1): |
---|
[0d13814] | 2640 | # Remove [n] and add the shell numeral |
---|
| 2641 | name = param_name[0:param_name.index('[')] + str(ishell) |
---|
[e43fc91] | 2642 | self.addNameToPolyModel(i, name) |
---|
[0d13814] | 2643 | else: |
---|
| 2644 | # Just create a simple param entry |
---|
[e43fc91] | 2645 | self.addNameToPolyModel(i, param_name) |
---|
[0d13814] | 2646 | |
---|
[e43fc91] | 2647 | def addNameToPolyModel(self, i, param_name): |
---|
[0d13814] | 2648 | """ |
---|
| 2649 | Creates a checked row in the poly model with param_name |
---|
| 2650 | """ |
---|
[144ec831] | 2651 | # Polydisp. values from the sasmodel |
---|
[0d13814] | 2652 | width = self.kernel_module.getParam(param_name + '.width') |
---|
| 2653 | npts = self.kernel_module.getParam(param_name + '.npts') |
---|
| 2654 | nsigs = self.kernel_module.getParam(param_name + '.nsigmas') |
---|
| 2655 | _, min, max = self.kernel_module.details[param_name] |
---|
[144ec831] | 2656 | |
---|
[66d4370] | 2657 | # Update local param dict |
---|
| 2658 | self.poly_params[param_name + '.width'] = width |
---|
| 2659 | self.poly_params[param_name + '.npts'] = npts |
---|
| 2660 | self.poly_params[param_name + '.nsigmas'] = nsigs |
---|
| 2661 | |
---|
[144ec831] | 2662 | # Construct a row with polydisp. related variable. |
---|
| 2663 | # This will get added to the polydisp. model |
---|
| 2664 | # Note: last argument needs extra space padding for decent display of the control |
---|
[0d13814] | 2665 | checked_list = ["Distribution of " + param_name, str(width), |
---|
| 2666 | str(min), str(max), |
---|
[e43fc91] | 2667 | str(npts), str(nsigs), "gaussian ",''] |
---|
[aca8418] | 2668 | FittingUtilities.addCheckedListToModel(self._poly_model, checked_list) |
---|
| 2669 | |
---|
| 2670 | # All possible polydisp. functions as strings in combobox |
---|
[4992ff2] | 2671 | func = QtWidgets.QComboBox() |
---|
[b3e8629] | 2672 | func.addItems([str(name_disp) for name_disp in POLYDISPERSITY_MODELS.keys()]) |
---|
[e43fc91] | 2673 | # Set the default index |
---|
[aca8418] | 2674 | func.setCurrentIndex(func.findText(DEFAULT_POLYDISP_FUNCTION)) |
---|
[e43fc91] | 2675 | ind = self._poly_model.index(i,self.lstPoly.itemDelegate().poly_function) |
---|
| 2676 | self.lstPoly.setIndexWidget(ind, func) |
---|
| 2677 | func.currentIndexChanged.connect(lambda: self.onPolyComboIndexChange(str(func.currentText()), i)) |
---|
| 2678 | |
---|
| 2679 | def onPolyFilenameChange(self, row_index): |
---|
| 2680 | """ |
---|
| 2681 | Respond to filename_updated signal from the delegate |
---|
| 2682 | """ |
---|
| 2683 | # For the given row, invoke the "array" combo handler |
---|
| 2684 | array_caption = 'array' |
---|
[8222f171] | 2685 | |
---|
[e43fc91] | 2686 | # Get the combo box reference |
---|
| 2687 | ind = self._poly_model.index(row_index, self.lstPoly.itemDelegate().poly_function) |
---|
| 2688 | widget = self.lstPoly.indexWidget(ind) |
---|
[8222f171] | 2689 | |
---|
[e43fc91] | 2690 | # Update the combo box so it displays "array" |
---|
| 2691 | widget.blockSignals(True) |
---|
| 2692 | widget.setCurrentIndex(self.lstPoly.itemDelegate().POLYDISPERSE_FUNCTIONS.index(array_caption)) |
---|
| 2693 | widget.blockSignals(False) |
---|
[aca8418] | 2694 | |
---|
[8222f171] | 2695 | # Invoke the file reader |
---|
| 2696 | self.onPolyComboIndexChange(array_caption, row_index) |
---|
| 2697 | |
---|
[aca8418] | 2698 | def onPolyComboIndexChange(self, combo_string, row_index): |
---|
| 2699 | """ |
---|
| 2700 | Modify polydisp. defaults on function choice |
---|
| 2701 | """ |
---|
[144ec831] | 2702 | # Get npts/nsigs for current selection |
---|
[aca8418] | 2703 | param = self.model_parameters.form_volume_parameters[row_index] |
---|
[e43fc91] | 2704 | file_index = self._poly_model.index(row_index, self.lstPoly.itemDelegate().poly_function) |
---|
| 2705 | combo_box = self.lstPoly.indexWidget(file_index) |
---|
[aca8418] | 2706 | |
---|
[919d47c] | 2707 | def updateFunctionCaption(row): |
---|
| 2708 | # Utility function for update of polydispersity function name in the main model |
---|
[00b7ddf0] | 2709 | if not self.isCheckable(row): |
---|
| 2710 | return |
---|
[73665a8] | 2711 | self._model_model.blockSignals(True) |
---|
[1643d8ed] | 2712 | param_name = str(self._model_model.item(row, 0).text()) |
---|
[73665a8] | 2713 | self._model_model.blockSignals(False) |
---|
[919d47c] | 2714 | if param_name != param.name: |
---|
| 2715 | return |
---|
[144ec831] | 2716 | # Modify the param value |
---|
[73665a8] | 2717 | self._model_model.blockSignals(True) |
---|
[906e0c7] | 2718 | if self.has_error_column: |
---|
| 2719 | # err column changes the indexing |
---|
| 2720 | self._model_model.item(row, 0).child(0).child(0,5).setText(combo_string) |
---|
| 2721 | else: |
---|
| 2722 | self._model_model.item(row, 0).child(0).child(0,4).setText(combo_string) |
---|
[73665a8] | 2723 | self._model_model.blockSignals(False) |
---|
[919d47c] | 2724 | |
---|
[aca8418] | 2725 | if combo_string == 'array': |
---|
| 2726 | try: |
---|
[e43fc91] | 2727 | self.loadPolydispArray(row_index) |
---|
[919d47c] | 2728 | # Update main model for display |
---|
| 2729 | self.iterateOverModel(updateFunctionCaption) |
---|
[e43fc91] | 2730 | # disable the row |
---|
| 2731 | lo = self.lstPoly.itemDelegate().poly_pd |
---|
| 2732 | hi = self.lstPoly.itemDelegate().poly_function |
---|
[b3e8629] | 2733 | [self._poly_model.item(row_index, i).setEnabled(False) for i in range(lo, hi)] |
---|
[aca8418] | 2734 | return |
---|
[e43fc91] | 2735 | except IOError: |
---|
[8222f171] | 2736 | combo_box.setCurrentIndex(self.orig_poly_index) |
---|
[e43fc91] | 2737 | # Pass for cancel/bad read |
---|
| 2738 | pass |
---|
[aca8418] | 2739 | |
---|
| 2740 | # Enable the row in case it was disabled by Array |
---|
[919d47c] | 2741 | self._poly_model.blockSignals(True) |
---|
[e43fc91] | 2742 | max_range = self.lstPoly.itemDelegate().poly_filename |
---|
[b3e8629] | 2743 | [self._poly_model.item(row_index, i).setEnabled(True) for i in range(7)] |
---|
[e43fc91] | 2744 | file_index = self._poly_model.index(row_index, self.lstPoly.itemDelegate().poly_filename) |
---|
[b3e8629] | 2745 | self._poly_model.setData(file_index, "") |
---|
[919d47c] | 2746 | self._poly_model.blockSignals(False) |
---|
[aca8418] | 2747 | |
---|
[8eaa101] | 2748 | npts_index = self._poly_model.index(row_index, self.lstPoly.itemDelegate().poly_npts) |
---|
| 2749 | nsigs_index = self._poly_model.index(row_index, self.lstPoly.itemDelegate().poly_nsigs) |
---|
[aca8418] | 2750 | |
---|
| 2751 | npts = POLYDISPERSITY_MODELS[str(combo_string)].default['npts'] |
---|
| 2752 | nsigs = POLYDISPERSITY_MODELS[str(combo_string)].default['nsigmas'] |
---|
| 2753 | |
---|
[b3e8629] | 2754 | self._poly_model.setData(npts_index, npts) |
---|
| 2755 | self._poly_model.setData(nsigs_index, nsigs) |
---|
[aca8418] | 2756 | |
---|
[919d47c] | 2757 | self.iterateOverModel(updateFunctionCaption) |
---|
[8222f171] | 2758 | self.orig_poly_index = combo_box.currentIndex() |
---|
[919d47c] | 2759 | |
---|
[e43fc91] | 2760 | def loadPolydispArray(self, row_index): |
---|
[aca8418] | 2761 | """ |
---|
| 2762 | Show the load file dialog and loads requested data into state |
---|
| 2763 | """ |
---|
[4992ff2] | 2764 | datafile = QtWidgets.QFileDialog.getOpenFileName( |
---|
| 2765 | self, "Choose a weight file", "", "All files (*.*)", None, |
---|
[fbfc488] | 2766 | QtWidgets.QFileDialog.DontUseNativeDialog)[0] |
---|
[72f4834] | 2767 | |
---|
[fbfc488] | 2768 | if not datafile: |
---|
[bb477f5] | 2769 | logger.info("No weight data chosen.") |
---|
[1643d8ed] | 2770 | raise IOError |
---|
[72f4834] | 2771 | |
---|
[aca8418] | 2772 | values = [] |
---|
| 2773 | weights = [] |
---|
[919d47c] | 2774 | def appendData(data_tuple): |
---|
| 2775 | """ |
---|
| 2776 | Fish out floats from a tuple of strings |
---|
| 2777 | """ |
---|
| 2778 | try: |
---|
| 2779 | values.append(float(data_tuple[0])) |
---|
| 2780 | weights.append(float(data_tuple[1])) |
---|
| 2781 | except (ValueError, IndexError): |
---|
| 2782 | # just pass through if line with bad data |
---|
| 2783 | return |
---|
| 2784 | |
---|
[aca8418] | 2785 | with open(datafile, 'r') as column_file: |
---|
| 2786 | column_data = [line.rstrip().split() for line in column_file.readlines()] |
---|
[919d47c] | 2787 | [appendData(line) for line in column_data] |
---|
[aca8418] | 2788 | |
---|
[1643d8ed] | 2789 | # If everything went well - update the sasmodel values |
---|
[aca8418] | 2790 | self.disp_model = POLYDISPERSITY_MODELS['array']() |
---|
| 2791 | self.disp_model.set_weights(np.array(values), np.array(weights)) |
---|
[e43fc91] | 2792 | # + update the cell with filename |
---|
| 2793 | fname = os.path.basename(str(datafile)) |
---|
| 2794 | fname_index = self._poly_model.index(row_index, self.lstPoly.itemDelegate().poly_filename) |
---|
[b3e8629] | 2795 | self._poly_model.setData(fname_index, fname) |
---|
[aca8418] | 2796 | |
---|
[f37cab0] | 2797 | def onColumnWidthUpdate(self, index, old_size, new_size): |
---|
| 2798 | """ |
---|
| 2799 | Simple state update of the current column widths in the param list |
---|
| 2800 | """ |
---|
| 2801 | self.lstParamHeaderSizes[index] = new_size |
---|
| 2802 | |
---|
[60af928] | 2803 | def setMagneticModel(self): |
---|
| 2804 | """ |
---|
| 2805 | Set magnetism values on model |
---|
| 2806 | """ |
---|
[86f88d1] | 2807 | if not self.model_parameters: |
---|
| 2808 | return |
---|
| 2809 | self._magnet_model.clear() |
---|
[aca8418] | 2810 | [self.addCheckedMagneticListToModel(param, self._magnet_model) for param in \ |
---|
[06b0138] | 2811 | self.model_parameters.call_parameters if param.type == 'magnetic'] |
---|
[4d457df] | 2812 | FittingUtilities.addHeadersToModel(self._magnet_model) |
---|
[60af928] | 2813 | |
---|
[0d13814] | 2814 | def shellNamesList(self): |
---|
| 2815 | """ |
---|
| 2816 | Returns list of names of all multi-shell parameters |
---|
| 2817 | E.g. for sld[n], radius[n], n=1..3 it will return |
---|
| 2818 | [sld1, sld2, sld3, radius1, radius2, radius3] |
---|
| 2819 | """ |
---|
| 2820 | multi_names = [p.name[:p.name.index('[')] for p in self.model_parameters.iq_parameters if '[' in p.name] |
---|
| 2821 | top_index = self.kernel_module.multiplicity_info.number |
---|
| 2822 | shell_names = [] |
---|
[b3e8629] | 2823 | for i in range(1, top_index+1): |
---|
[0d13814] | 2824 | for name in multi_names: |
---|
| 2825 | shell_names.append(name+str(i)) |
---|
| 2826 | return shell_names |
---|
| 2827 | |
---|
[aca8418] | 2828 | def addCheckedMagneticListToModel(self, param, model): |
---|
| 2829 | """ |
---|
| 2830 | Wrapper for model update with a subset of magnetic parameters |
---|
| 2831 | """ |
---|
[0d13814] | 2832 | if param.name[param.name.index(':')+1:] in self.shell_names: |
---|
| 2833 | # check if two-digit shell number |
---|
| 2834 | try: |
---|
| 2835 | shell_index = int(param.name[-2:]) |
---|
| 2836 | except ValueError: |
---|
| 2837 | shell_index = int(param.name[-1:]) |
---|
| 2838 | |
---|
| 2839 | if shell_index > self.current_shell_displayed: |
---|
| 2840 | return |
---|
| 2841 | |
---|
[aca8418] | 2842 | checked_list = [param.name, |
---|
| 2843 | str(param.default), |
---|
| 2844 | str(param.limits[0]), |
---|
| 2845 | str(param.limits[1]), |
---|
| 2846 | param.units] |
---|
| 2847 | |
---|
[66d4370] | 2848 | self.magnet_params[param.name] = param.default |
---|
| 2849 | |
---|
[aca8418] | 2850 | FittingUtilities.addCheckedListToModel(model, checked_list) |
---|
| 2851 | |
---|
[fd1ae6d1] | 2852 | def enableStructureFactorControl(self, structure_factor): |
---|
[cd31251] | 2853 | """ |
---|
| 2854 | Add structure factors to the list of parameters |
---|
| 2855 | """ |
---|
[fd1ae6d1] | 2856 | if self.kernel_module.is_form_factor or structure_factor == 'None': |
---|
[cd31251] | 2857 | self.enableStructureCombo() |
---|
| 2858 | else: |
---|
| 2859 | self.disableStructureCombo() |
---|
| 2860 | |
---|
[60af928] | 2861 | def addExtraShells(self): |
---|
| 2862 | """ |
---|
[f46f6dc] | 2863 | Add a combobox for multiple shell display |
---|
[60af928] | 2864 | """ |
---|
[4d457df] | 2865 | param_name, param_length = FittingUtilities.getMultiplicity(self.model_parameters) |
---|
[f46f6dc] | 2866 | |
---|
| 2867 | if param_length == 0: |
---|
| 2868 | return |
---|
| 2869 | |
---|
[6f7f652] | 2870 | # cell 1: variable name |
---|
[f46f6dc] | 2871 | item1 = QtGui.QStandardItem(param_name) |
---|
| 2872 | |
---|
[4992ff2] | 2873 | func = QtWidgets.QComboBox() |
---|
[60af928] | 2874 | |
---|
[6f7f652] | 2875 | # cell 2: combobox |
---|
[f46f6dc] | 2876 | item2 = QtGui.QStandardItem() |
---|
[13dd7d2] | 2877 | |
---|
| 2878 | # cell 3: min value |
---|
| 2879 | item3 = QtGui.QStandardItem() |
---|
| 2880 | |
---|
| 2881 | # cell 4: max value |
---|
| 2882 | item4 = QtGui.QStandardItem() |
---|
| 2883 | |
---|
[86d3207] | 2884 | # cell 4: SLD button |
---|
| 2885 | item5 = QtGui.QStandardItem() |
---|
| 2886 | button = QtWidgets.QPushButton() |
---|
| 2887 | button.setText("Show SLD Profile") |
---|
| 2888 | |
---|
| 2889 | self._model_model.appendRow([item1, item2, item3, item4, item5]) |
---|
[60af928] | 2890 | |
---|
[6f7f652] | 2891 | # Beautify the row: span columns 2-4 |
---|
[60af928] | 2892 | shell_row = self._model_model.rowCount() |
---|
[f46f6dc] | 2893 | shell_index = self._model_model.index(shell_row-1, 1) |
---|
[86d3207] | 2894 | button_index = self._model_model.index(shell_row-1, 4) |
---|
[86f88d1] | 2895 | |
---|
[4d457df] | 2896 | self.lstParams.setIndexWidget(shell_index, func) |
---|
[86d3207] | 2897 | self.lstParams.setIndexWidget(button_index, button) |
---|
[70f4458] | 2898 | self._n_shells_row = shell_row - 1 |
---|
[86f88d1] | 2899 | |
---|
[f712bf30] | 2900 | # Get the default number of shells for the model |
---|
| 2901 | kernel_pars = self.kernel_module._model_info.parameters.kernel_parameters |
---|
| 2902 | shell_par = None |
---|
| 2903 | for par in kernel_pars: |
---|
| 2904 | if par.name == param_name: |
---|
| 2905 | shell_par = par |
---|
| 2906 | break |
---|
| 2907 | if not shell_par: |
---|
| 2908 | logger.error("Could not find %s in kernel parameters.", param_name) |
---|
| 2909 | default_shell_count = shell_par.default |
---|
[13dd7d2] | 2910 | shell_min = 0 |
---|
| 2911 | shell_max = 0 |
---|
| 2912 | try: |
---|
| 2913 | shell_min = int(shell_par.limits[0]) |
---|
| 2914 | shell_max = int(shell_par.limits[1]) |
---|
| 2915 | except IndexError as ex: |
---|
| 2916 | # no info about limits |
---|
| 2917 | pass |
---|
| 2918 | item3.setText(str(shell_min)) |
---|
| 2919 | item4.setText(str(shell_max)) |
---|
| 2920 | |
---|
| 2921 | # Respond to index change |
---|
| 2922 | func.currentTextChanged.connect(self.modifyShellsInList) |
---|
| 2923 | |
---|
[86d3207] | 2924 | # Respond to button press |
---|
| 2925 | button.clicked.connect(self.onShowSLDProfile) |
---|
| 2926 | |
---|
[13dd7d2] | 2927 | # Available range of shells displayed in the combobox |
---|
| 2928 | func.addItems([str(i) for i in range(shell_min, shell_max+1)]) |
---|
[f712bf30] | 2929 | |
---|
| 2930 | # Add default number of shells to the model |
---|
[13dd7d2] | 2931 | func.setCurrentText(str(default_shell_count)) |
---|
[a9b568c] | 2932 | |
---|
[13dd7d2] | 2933 | def modifyShellsInList(self, text): |
---|
[86f88d1] | 2934 | """ |
---|
| 2935 | Add/remove additional multishell parameters |
---|
| 2936 | """ |
---|
| 2937 | # Find row location of the combobox |
---|
[70f4458] | 2938 | first_row = self._n_shells_row + 1 |
---|
| 2939 | remove_rows = self._num_shell_params |
---|
[13dd7d2] | 2940 | try: |
---|
| 2941 | index = int(text) |
---|
| 2942 | except ValueError: |
---|
| 2943 | # bad text on the control! |
---|
| 2944 | index = 0 |
---|
| 2945 | logger.error("Multiplicity incorrect! Setting to 0") |
---|
[86d3207] | 2946 | self.kernel_module.multiplicity = index |
---|
[86f88d1] | 2947 | if remove_rows > 1: |
---|
[70f4458] | 2948 | self._model_model.removeRows(first_row, remove_rows) |
---|
| 2949 | |
---|
[b69b549] | 2950 | new_rows = FittingUtilities.addShellsToModel( |
---|
[88ada06] | 2951 | self.model_parameters, |
---|
| 2952 | self._model_model, |
---|
[a758043] | 2953 | index, |
---|
[b69b549] | 2954 | first_row, |
---|
[a758043] | 2955 | self.lstParams) |
---|
[86f88d1] | 2956 | |
---|
[b69b549] | 2957 | self._num_shell_params = len(new_rows) |
---|
[a9b568c] | 2958 | self.current_shell_displayed = index |
---|
[60af928] | 2959 | |
---|
[daf7c9c] | 2960 | # Param values for existing shells were reset to default; force all changes into kernel module |
---|
| 2961 | for row in new_rows: |
---|
| 2962 | par = row[0].text() |
---|
| 2963 | val = GuiUtils.toDouble(row[1].text()) |
---|
| 2964 | self.kernel_module.setParam(par, val) |
---|
| 2965 | |
---|
| 2966 | # Change 'n' in the parameter model; also causes recalculation |
---|
[3090270] | 2967 | self._model_model.item(self._n_shells_row, 1).setText(str(index)) |
---|
| 2968 | |
---|
[0d13814] | 2969 | # Update relevant models |
---|
| 2970 | self.setPolyModel() |
---|
| 2971 | self.setMagneticModel() |
---|
| 2972 | |
---|
[86d3207] | 2973 | def onShowSLDProfile(self): |
---|
| 2974 | """ |
---|
| 2975 | Show a quick plot of SLD profile |
---|
| 2976 | """ |
---|
| 2977 | # get profile data |
---|
| 2978 | x, y = self.kernel_module.getProfile() |
---|
| 2979 | y *= 1.0e6 |
---|
| 2980 | profile_data = Data1D(x=x, y=y) |
---|
| 2981 | profile_data.name = "SLD" |
---|
| 2982 | profile_data.scale = 'linear' |
---|
| 2983 | profile_data.symbol = 'Line' |
---|
| 2984 | profile_data.hide_error = True |
---|
| 2985 | profile_data._xaxis = "R(\AA)" |
---|
| 2986 | profile_data._yaxis = "SLD(10^{-6}\AA^{-2})" |
---|
| 2987 | |
---|
| 2988 | plotter = PlotterWidget(self, quickplot=True) |
---|
| 2989 | plotter.data = profile_data |
---|
| 2990 | plotter.showLegend = True |
---|
| 2991 | plotter.plot(hide_error=True, marker='-') |
---|
| 2992 | |
---|
| 2993 | self.plot_widget = QtWidgets.QWidget() |
---|
| 2994 | self.plot_widget.setWindowTitle("Scattering Length Density Profile") |
---|
| 2995 | layout = QtWidgets.QVBoxLayout() |
---|
| 2996 | layout.addWidget(plotter) |
---|
| 2997 | self.plot_widget.setLayout(layout) |
---|
| 2998 | self.plot_widget.show() |
---|
| 2999 | |
---|
[557fc498] | 3000 | def setInteractiveElements(self, enabled=True): |
---|
[14ec91c5] | 3001 | """ |
---|
[557fc498] | 3002 | Switch interactive GUI elements on/off |
---|
[14ec91c5] | 3003 | """ |
---|
[557fc498] | 3004 | assert isinstance(enabled, bool) |
---|
| 3005 | |
---|
| 3006 | self.lstParams.setEnabled(enabled) |
---|
| 3007 | self.lstPoly.setEnabled(enabled) |
---|
| 3008 | self.lstMagnetic.setEnabled(enabled) |
---|
| 3009 | |
---|
| 3010 | self.cbCategory.setEnabled(enabled) |
---|
| 3011 | self.cbModel.setEnabled(enabled) |
---|
| 3012 | self.cbStructureFactor.setEnabled(enabled) |
---|
[14ec91c5] | 3013 | |
---|
[557fc498] | 3014 | self.chkPolydispersity.setEnabled(enabled) |
---|
| 3015 | self.chkMagnetism.setEnabled(enabled) |
---|
| 3016 | self.chk2DView.setEnabled(enabled) |
---|
| 3017 | |
---|
| 3018 | def enableInteractiveElements(self): |
---|
[14ec91c5] | 3019 | """ |
---|
[557fc498] | 3020 | Set buttion caption on fitting/calculate finish |
---|
| 3021 | Enable the param table(s) |
---|
[14ec91c5] | 3022 | """ |
---|
[ded5e77] | 3023 | # Notify the user that fitting is available |
---|
| 3024 | self.cmdFit.setStyleSheet('QPushButton {color: black;}') |
---|
[14ec91c5] | 3025 | self.cmdFit.setText("Fit") |
---|
[ded5e77] | 3026 | self.fit_started = False |
---|
[557fc498] | 3027 | self.setInteractiveElements(True) |
---|
| 3028 | |
---|
| 3029 | def disableInteractiveElements(self): |
---|
| 3030 | """ |
---|
| 3031 | Set buttion caption on fitting/calculate start |
---|
| 3032 | Disable the param table(s) |
---|
| 3033 | """ |
---|
| 3034 | # Notify the user that fitting is being run |
---|
| 3035 | # Allow for stopping the job |
---|
| 3036 | self.cmdFit.setStyleSheet('QPushButton {color: red;}') |
---|
| 3037 | self.cmdFit.setText('Stop fit') |
---|
| 3038 | self.setInteractiveElements(False) |
---|
[14ec91c5] | 3039 | |
---|
[672b8ab] | 3040 | def readFitPage(self, fp): |
---|
| 3041 | """ |
---|
| 3042 | Read in state from a fitpage object and update GUI |
---|
| 3043 | """ |
---|
| 3044 | assert isinstance(fp, FitPage) |
---|
| 3045 | # Main tab info |
---|
| 3046 | self.logic.data.filename = fp.filename |
---|
| 3047 | self.data_is_loaded = fp.data_is_loaded |
---|
| 3048 | self.chkPolydispersity.setCheckState(fp.is_polydisperse) |
---|
| 3049 | self.chkMagnetism.setCheckState(fp.is_magnetic) |
---|
| 3050 | self.chk2DView.setCheckState(fp.is2D) |
---|
| 3051 | |
---|
| 3052 | # Update the comboboxes |
---|
| 3053 | self.cbCategory.setCurrentIndex(self.cbCategory.findText(fp.current_category)) |
---|
| 3054 | self.cbModel.setCurrentIndex(self.cbModel.findText(fp.current_model)) |
---|
| 3055 | if fp.current_factor: |
---|
| 3056 | self.cbStructureFactor.setCurrentIndex(self.cbStructureFactor.findText(fp.current_factor)) |
---|
| 3057 | |
---|
| 3058 | self.chi2 = fp.chi2 |
---|
| 3059 | |
---|
| 3060 | # Options tab |
---|
| 3061 | self.q_range_min = fp.fit_options[fp.MIN_RANGE] |
---|
| 3062 | self.q_range_max = fp.fit_options[fp.MAX_RANGE] |
---|
| 3063 | self.npts = fp.fit_options[fp.NPTS] |
---|
| 3064 | self.log_points = fp.fit_options[fp.LOG_POINTS] |
---|
| 3065 | self.weighting = fp.fit_options[fp.WEIGHTING] |
---|
| 3066 | |
---|
| 3067 | # Models |
---|
[d60da0c] | 3068 | self._model_model = fp.model_model |
---|
| 3069 | self._poly_model = fp.poly_model |
---|
| 3070 | self._magnet_model = fp.magnetism_model |
---|
[672b8ab] | 3071 | |
---|
| 3072 | # Resolution tab |
---|
| 3073 | smearing = fp.smearing_options[fp.SMEARING_OPTION] |
---|
| 3074 | accuracy = fp.smearing_options[fp.SMEARING_ACCURACY] |
---|
| 3075 | smearing_min = fp.smearing_options[fp.SMEARING_MIN] |
---|
| 3076 | smearing_max = fp.smearing_options[fp.SMEARING_MAX] |
---|
| 3077 | self.smearing_widget.setState(smearing, accuracy, smearing_min, smearing_max) |
---|
| 3078 | |
---|
| 3079 | # TODO: add polidyspersity and magnetism |
---|
| 3080 | |
---|
| 3081 | def saveToFitPage(self, fp): |
---|
| 3082 | """ |
---|
| 3083 | Write current state to the given fitpage |
---|
| 3084 | """ |
---|
| 3085 | assert isinstance(fp, FitPage) |
---|
| 3086 | |
---|
| 3087 | # Main tab info |
---|
| 3088 | fp.filename = self.logic.data.filename |
---|
| 3089 | fp.data_is_loaded = self.data_is_loaded |
---|
| 3090 | fp.is_polydisperse = self.chkPolydispersity.isChecked() |
---|
| 3091 | fp.is_magnetic = self.chkMagnetism.isChecked() |
---|
| 3092 | fp.is2D = self.chk2DView.isChecked() |
---|
| 3093 | fp.data = self.data |
---|
| 3094 | |
---|
| 3095 | # Use current models - they contain all the required parameters |
---|
| 3096 | fp.model_model = self._model_model |
---|
| 3097 | fp.poly_model = self._poly_model |
---|
| 3098 | fp.magnetism_model = self._magnet_model |
---|
| 3099 | |
---|
| 3100 | if self.cbCategory.currentIndex() != 0: |
---|
| 3101 | fp.current_category = str(self.cbCategory.currentText()) |
---|
| 3102 | fp.current_model = str(self.cbModel.currentText()) |
---|
| 3103 | |
---|
| 3104 | if self.cbStructureFactor.isEnabled() and self.cbStructureFactor.currentIndex() != 0: |
---|
| 3105 | fp.current_factor = str(self.cbStructureFactor.currentText()) |
---|
| 3106 | else: |
---|
| 3107 | fp.current_factor = '' |
---|
| 3108 | |
---|
| 3109 | fp.chi2 = self.chi2 |
---|
[6dbff18] | 3110 | fp.main_params_to_fit = self.main_params_to_fit |
---|
| 3111 | fp.poly_params_to_fit = self.poly_params_to_fit |
---|
| 3112 | fp.magnet_params_to_fit = self.magnet_params_to_fit |
---|
[6964d44] | 3113 | fp.kernel_module = self.kernel_module |
---|
[672b8ab] | 3114 | |
---|
[6ff2eb3] | 3115 | # Algorithm options |
---|
| 3116 | # fp.algorithm = self.parent.fit_options.selected_id |
---|
| 3117 | |
---|
[672b8ab] | 3118 | # Options tab |
---|
| 3119 | fp.fit_options[fp.MIN_RANGE] = self.q_range_min |
---|
| 3120 | fp.fit_options[fp.MAX_RANGE] = self.q_range_max |
---|
| 3121 | fp.fit_options[fp.NPTS] = self.npts |
---|
| 3122 | #fp.fit_options[fp.NPTS_FIT] = self.npts_fit |
---|
| 3123 | fp.fit_options[fp.LOG_POINTS] = self.log_points |
---|
| 3124 | fp.fit_options[fp.WEIGHTING] = self.weighting |
---|
| 3125 | |
---|
| 3126 | # Resolution tab |
---|
| 3127 | smearing, accuracy, smearing_min, smearing_max = self.smearing_widget.state() |
---|
| 3128 | fp.smearing_options[fp.SMEARING_OPTION] = smearing |
---|
| 3129 | fp.smearing_options[fp.SMEARING_ACCURACY] = accuracy |
---|
| 3130 | fp.smearing_options[fp.SMEARING_MIN] = smearing_min |
---|
| 3131 | fp.smearing_options[fp.SMEARING_MAX] = smearing_max |
---|
| 3132 | |
---|
| 3133 | # TODO: add polidyspersity and magnetism |
---|
| 3134 | |
---|
[00b3b40] | 3135 | def updateUndo(self): |
---|
| 3136 | """ |
---|
| 3137 | Create a new state page and add it to the stack |
---|
| 3138 | """ |
---|
| 3139 | if self.undo_supported: |
---|
| 3140 | self.pushFitPage(self.currentState()) |
---|
| 3141 | |
---|
[672b8ab] | 3142 | def currentState(self): |
---|
| 3143 | """ |
---|
| 3144 | Return fit page with current state |
---|
| 3145 | """ |
---|
| 3146 | new_page = FitPage() |
---|
| 3147 | self.saveToFitPage(new_page) |
---|
| 3148 | |
---|
| 3149 | return new_page |
---|
| 3150 | |
---|
| 3151 | def pushFitPage(self, new_page): |
---|
| 3152 | """ |
---|
| 3153 | Add a new fit page object with current state |
---|
| 3154 | """ |
---|
[6011788] | 3155 | self.page_stack.append(new_page) |
---|
[672b8ab] | 3156 | |
---|
| 3157 | def popFitPage(self): |
---|
| 3158 | """ |
---|
| 3159 | Remove top fit page from stack |
---|
| 3160 | """ |
---|
[6011788] | 3161 | if self.page_stack: |
---|
| 3162 | self.page_stack.pop() |
---|
[672b8ab] | 3163 | |
---|
[57be490] | 3164 | def getReport(self): |
---|
| 3165 | """ |
---|
| 3166 | Create and return HTML report with parameters and charts |
---|
| 3167 | """ |
---|
| 3168 | index = None |
---|
| 3169 | if self.all_data: |
---|
| 3170 | index = self.all_data[self.data_index] |
---|
[cb90b65] | 3171 | else: |
---|
| 3172 | index = self.theory_item |
---|
[57be490] | 3173 | report_logic = ReportPageLogic(self, |
---|
| 3174 | kernel_module=self.kernel_module, |
---|
| 3175 | data=self.data, |
---|
| 3176 | index=index, |
---|
| 3177 | model=self._model_model) |
---|
| 3178 | |
---|
| 3179 | return report_logic.reportList() |
---|
| 3180 | |
---|
| 3181 | def savePageState(self): |
---|
| 3182 | """ |
---|
| 3183 | Create and serialize local PageState |
---|
| 3184 | """ |
---|
| 3185 | from sas.sascalc.fit.pagestate import Reader |
---|
| 3186 | model = self.kernel_module |
---|
| 3187 | |
---|
| 3188 | # Old style PageState object |
---|
| 3189 | state = PageState(model=model, data=self.data) |
---|
| 3190 | |
---|
| 3191 | # Add parameter data to the state |
---|
| 3192 | self.getCurrentFitState(state) |
---|
| 3193 | |
---|
| 3194 | # Create the filewriter, aptly named 'Reader' |
---|
| 3195 | state_reader = Reader(self.loadPageStateCallback) |
---|
| 3196 | filepath = self.saveAsAnalysisFile() |
---|
[10fee37] | 3197 | if filepath is None or filepath == "": |
---|
[57be490] | 3198 | return |
---|
| 3199 | state_reader.write(filename=filepath, fitstate=state) |
---|
| 3200 | pass |
---|
| 3201 | |
---|
| 3202 | def saveAsAnalysisFile(self): |
---|
| 3203 | """ |
---|
| 3204 | Show the save as... dialog and return the chosen filepath |
---|
| 3205 | """ |
---|
| 3206 | default_name = "FitPage"+str(self.tab_id)+".fitv" |
---|
| 3207 | |
---|
| 3208 | wildcard = "fitv files (*.fitv)" |
---|
| 3209 | kwargs = { |
---|
| 3210 | 'caption' : 'Save As', |
---|
| 3211 | 'directory' : default_name, |
---|
| 3212 | 'filter' : wildcard, |
---|
| 3213 | 'parent' : None, |
---|
| 3214 | } |
---|
| 3215 | # Query user for filename. |
---|
| 3216 | filename_tuple = QtWidgets.QFileDialog.getSaveFileName(**kwargs) |
---|
| 3217 | filename = filename_tuple[0] |
---|
| 3218 | return filename |
---|
| 3219 | |
---|
| 3220 | def loadPageStateCallback(self,state=None, datainfo=None, format=None): |
---|
| 3221 | """ |
---|
| 3222 | This is a callback method called from the CANSAS reader. |
---|
| 3223 | We need the instance of this reader only for writing out a file, |
---|
| 3224 | so there's nothing here. |
---|
| 3225 | Until Load Analysis is implemented, that is. |
---|
| 3226 | """ |
---|
| 3227 | pass |
---|
| 3228 | |
---|
| 3229 | def loadPageState(self, pagestate=None): |
---|
| 3230 | """ |
---|
| 3231 | Load the PageState object and update the current widget |
---|
| 3232 | """ |
---|
| 3233 | pass |
---|
| 3234 | |
---|
| 3235 | def getCurrentFitState(self, state=None): |
---|
| 3236 | """ |
---|
| 3237 | Store current state for fit_page |
---|
| 3238 | """ |
---|
| 3239 | # save model option |
---|
| 3240 | #if self.model is not None: |
---|
| 3241 | # self.disp_list = self.getDispParamList() |
---|
| 3242 | # state.disp_list = copy.deepcopy(self.disp_list) |
---|
| 3243 | # #state.model = self.model.clone() |
---|
| 3244 | |
---|
| 3245 | # Comboboxes |
---|
| 3246 | state.categorycombobox = self.cbCategory.currentText() |
---|
| 3247 | state.formfactorcombobox = self.cbModel.currentText() |
---|
| 3248 | if self.cbStructureFactor.isEnabled(): |
---|
[10fee37] | 3249 | state.structurecombobox = self.cbStructureFactor.currentText() |
---|
[57be490] | 3250 | state.tcChi = self.chi2 |
---|
| 3251 | |
---|
| 3252 | state.enable2D = self.is2D |
---|
| 3253 | |
---|
| 3254 | #state.weights = copy.deepcopy(self.weights) |
---|
| 3255 | # save data |
---|
| 3256 | state.data = copy.deepcopy(self.data) |
---|
| 3257 | |
---|
| 3258 | # save plotting range |
---|
| 3259 | state.qmin = self.q_range_min |
---|
| 3260 | state.qmax = self.q_range_max |
---|
| 3261 | state.npts = self.npts |
---|
| 3262 | |
---|
| 3263 | # self.state.enable_disp = self.enable_disp.GetValue() |
---|
| 3264 | # self.state.disable_disp = self.disable_disp.GetValue() |
---|
| 3265 | |
---|
| 3266 | # self.state.enable_smearer = \ |
---|
| 3267 | # copy.deepcopy(self.enable_smearer.GetValue()) |
---|
| 3268 | # self.state.disable_smearer = \ |
---|
| 3269 | # copy.deepcopy(self.disable_smearer.GetValue()) |
---|
| 3270 | |
---|
| 3271 | #self.state.pinhole_smearer = \ |
---|
| 3272 | # copy.deepcopy(self.pinhole_smearer.GetValue()) |
---|
| 3273 | #self.state.slit_smearer = copy.deepcopy(self.slit_smearer.GetValue()) |
---|
| 3274 | #self.state.dI_noweight = copy.deepcopy(self.dI_noweight.GetValue()) |
---|
| 3275 | #self.state.dI_didata = copy.deepcopy(self.dI_didata.GetValue()) |
---|
| 3276 | #self.state.dI_sqrdata = copy.deepcopy(self.dI_sqrdata.GetValue()) |
---|
| 3277 | #self.state.dI_idata = copy.deepcopy(self.dI_idata.GetValue()) |
---|
| 3278 | |
---|
| 3279 | p = self.model_parameters |
---|
| 3280 | # save checkbutton state and txtcrtl values |
---|
[10fee37] | 3281 | state.parameters = FittingUtilities.getStandardParam(self._model_model) |
---|
| 3282 | state.orientation_params_disp = FittingUtilities.getOrientationParam(self.kernel_module) |
---|
[57be490] | 3283 | |
---|
| 3284 | #self._copy_parameters_state(self.orientation_params_disp, self.state.orientation_params_disp) |
---|
| 3285 | #self._copy_parameters_state(self.parameters, self.state.parameters) |
---|
| 3286 | #self._copy_parameters_state(self.fittable_param, self.state.fittable_param) |
---|
| 3287 | #self._copy_parameters_state(self.fixed_param, self.state.fixed_param) |
---|
| 3288 | |
---|
[8e2cd79] | 3289 | def onParameterCopy(self, format=None): |
---|
| 3290 | """ |
---|
| 3291 | Copy current parameters into the clipboard |
---|
| 3292 | """ |
---|
| 3293 | # run a loop over all parameters and pull out |
---|
| 3294 | # first - regular params |
---|
| 3295 | param_list = [] |
---|
[0eff615] | 3296 | |
---|
| 3297 | param_list.append(['model_name', str(self.cbModel.currentText())]) |
---|
[8e2cd79] | 3298 | def gatherParams(row): |
---|
| 3299 | """ |
---|
| 3300 | Create list of main parameters based on _model_model |
---|
| 3301 | """ |
---|
| 3302 | param_name = str(self._model_model.item(row, 0).text()) |
---|
| 3303 | param_checked = str(self._model_model.item(row, 0).checkState() == QtCore.Qt.Checked) |
---|
| 3304 | param_value = str(self._model_model.item(row, 1).text()) |
---|
| 3305 | param_error = None |
---|
[685602a] | 3306 | param_min = None |
---|
| 3307 | param_max = None |
---|
[8e2cd79] | 3308 | column_offset = 0 |
---|
| 3309 | if self.has_error_column: |
---|
| 3310 | param_error = str(self._model_model.item(row, 2).text()) |
---|
| 3311 | column_offset = 1 |
---|
[685602a] | 3312 | |
---|
| 3313 | try: |
---|
| 3314 | param_min = str(self._model_model.item(row, 2+column_offset).text()) |
---|
| 3315 | param_max = str(self._model_model.item(row, 3+column_offset).text()) |
---|
| 3316 | except: |
---|
| 3317 | pass |
---|
| 3318 | |
---|
[8e2cd79] | 3319 | param_list.append([param_name, param_checked, param_value, param_error, param_min, param_max]) |
---|
| 3320 | |
---|
| 3321 | def gatherPolyParams(row): |
---|
| 3322 | """ |
---|
| 3323 | Create list of polydisperse parameters based on _poly_model |
---|
| 3324 | """ |
---|
| 3325 | param_name = str(self._poly_model.item(row, 0).text()).split()[-1] |
---|
| 3326 | param_checked = str(self._poly_model.item(row, 0).checkState() == QtCore.Qt.Checked) |
---|
| 3327 | param_value = str(self._poly_model.item(row, 1).text()) |
---|
| 3328 | param_error = None |
---|
| 3329 | column_offset = 0 |
---|
| 3330 | if self.has_poly_error_column: |
---|
| 3331 | param_error = str(self._poly_model.item(row, 2).text()) |
---|
| 3332 | column_offset = 1 |
---|
| 3333 | param_min = str(self._poly_model.item(row, 2+column_offset).text()) |
---|
| 3334 | param_max = str(self._poly_model.item(row, 3+column_offset).text()) |
---|
| 3335 | param_npts = str(self._poly_model.item(row, 4+column_offset).text()) |
---|
| 3336 | param_nsigs = str(self._poly_model.item(row, 5+column_offset).text()) |
---|
| 3337 | param_fun = str(self._poly_model.item(row, 6+column_offset).text()).rstrip() |
---|
| 3338 | # width |
---|
| 3339 | name = param_name+".width" |
---|
| 3340 | param_list.append([name, param_checked, param_value, param_error, |
---|
| 3341 | param_npts, param_nsigs, param_min, param_max, param_fun]) |
---|
| 3342 | |
---|
| 3343 | def gatherMagnetParams(row): |
---|
| 3344 | """ |
---|
| 3345 | Create list of magnetic parameters based on _magnet_model |
---|
| 3346 | """ |
---|
| 3347 | param_name = str(self._magnet_model.item(row, 0).text()) |
---|
| 3348 | param_checked = str(self._magnet_model.item(row, 0).checkState() == QtCore.Qt.Checked) |
---|
| 3349 | param_value = str(self._magnet_model.item(row, 1).text()) |
---|
| 3350 | param_error = None |
---|
| 3351 | column_offset = 0 |
---|
| 3352 | if self.has_magnet_error_column: |
---|
| 3353 | param_error = str(self._magnet_model.item(row, 2).text()) |
---|
| 3354 | column_offset = 1 |
---|
| 3355 | param_min = str(self._magnet_model.item(row, 2+column_offset).text()) |
---|
| 3356 | param_max = str(self._magnet_model.item(row, 3+column_offset).text()) |
---|
| 3357 | param_list.append([param_name, param_checked, param_value, param_error, param_min, param_max]) |
---|
| 3358 | |
---|
| 3359 | self.iterateOverModel(gatherParams) |
---|
| 3360 | if self.chkPolydispersity.isChecked(): |
---|
| 3361 | self.iterateOverPolyModel(gatherPolyParams) |
---|
| 3362 | if self.chkMagnetism.isChecked() and self.chkMagnetism.isEnabled(): |
---|
[b259485] | 3363 | self.iterateOverMagnetModel(gatherMagnetParams) |
---|
[8e2cd79] | 3364 | |
---|
| 3365 | if format=="": |
---|
| 3366 | formatted_output = FittingUtilities.formatParameters(param_list) |
---|
| 3367 | elif format == "Excel": |
---|
[d4ba565] | 3368 | formatted_output = FittingUtilities.formatParametersExcel(param_list[1:]) |
---|
[8e2cd79] | 3369 | elif format == "Latex": |
---|
[d4ba565] | 3370 | formatted_output = FittingUtilities.formatParametersLatex(param_list[1:]) |
---|
[8e2cd79] | 3371 | else: |
---|
| 3372 | raise AttributeError("Bad format specifier.") |
---|
| 3373 | |
---|
| 3374 | # Dump formatted_output to the clipboard |
---|
| 3375 | cb = QtWidgets.QApplication.clipboard() |
---|
| 3376 | cb.setText(formatted_output) |
---|
| 3377 | |
---|
| 3378 | def onParameterPaste(self): |
---|
| 3379 | """ |
---|
| 3380 | Use the clipboard to update fit state |
---|
| 3381 | """ |
---|
| 3382 | # Check if the clipboard contains right stuff |
---|
| 3383 | cb = QtWidgets.QApplication.clipboard() |
---|
| 3384 | cb_text = cb.text() |
---|
| 3385 | |
---|
| 3386 | context = {} |
---|
| 3387 | # put the text into dictionary |
---|
| 3388 | lines = cb_text.split(':') |
---|
| 3389 | if lines[0] != 'sasview_parameter_values': |
---|
| 3390 | return False |
---|
[0eff615] | 3391 | |
---|
| 3392 | model = lines[1].split(',') |
---|
| 3393 | |
---|
| 3394 | if model[0] != 'model_name': |
---|
| 3395 | return False |
---|
| 3396 | |
---|
| 3397 | context['model_name'] = [model[1]] |
---|
| 3398 | for line in lines[2:-1]: |
---|
[8e2cd79] | 3399 | if len(line) != 0: |
---|
| 3400 | item = line.split(',') |
---|
| 3401 | check = item[1] |
---|
| 3402 | name = item[0] |
---|
| 3403 | value = item[2] |
---|
| 3404 | # Transfer the text to content[dictionary] |
---|
| 3405 | context[name] = [check, value] |
---|
| 3406 | |
---|
| 3407 | # limits |
---|
[685602a] | 3408 | try: |
---|
| 3409 | limit_lo = item[3] |
---|
| 3410 | context[name].append(limit_lo) |
---|
| 3411 | limit_hi = item[4] |
---|
| 3412 | context[name].append(limit_hi) |
---|
| 3413 | except: |
---|
| 3414 | pass |
---|
[8e2cd79] | 3415 | |
---|
| 3416 | # Polydisp |
---|
| 3417 | if len(item) > 5: |
---|
| 3418 | value = item[5] |
---|
| 3419 | context[name].append(value) |
---|
| 3420 | try: |
---|
| 3421 | value = item[6] |
---|
| 3422 | context[name].append(value) |
---|
| 3423 | value = item[7] |
---|
| 3424 | context[name].append(value) |
---|
| 3425 | except IndexError: |
---|
| 3426 | pass |
---|
| 3427 | |
---|
[0eff615] | 3428 | if str(self.cbModel.currentText()) != str(context['model_name'][0]): |
---|
| 3429 | msg = QtWidgets.QMessageBox() |
---|
| 3430 | msg.setIcon(QtWidgets.QMessageBox.Information) |
---|
| 3431 | msg.setText("The model in the clipboard is not the same as the currently loaded model. \ |
---|
| 3432 | Not all parameters saved may paste correctly.") |
---|
| 3433 | msg.setStandardButtons(QtWidgets.QMessageBox.Ok | QtWidgets.QMessageBox.Cancel) |
---|
| 3434 | result = msg.exec_() |
---|
| 3435 | if result == QtWidgets.QMessageBox.Ok: |
---|
| 3436 | pass |
---|
| 3437 | else: |
---|
| 3438 | return |
---|
| 3439 | |
---|
[8e2cd79] | 3440 | self.updateFullModel(context) |
---|
| 3441 | self.updateFullPolyModel(context) |
---|
| 3442 | |
---|
| 3443 | def updateFullModel(self, param_dict): |
---|
| 3444 | """ |
---|
| 3445 | Update the model with new parameters |
---|
| 3446 | """ |
---|
| 3447 | assert isinstance(param_dict, dict) |
---|
| 3448 | if not dict: |
---|
| 3449 | return |
---|
| 3450 | |
---|
| 3451 | def updateFittedValues(row): |
---|
| 3452 | # Utility function for main model update |
---|
| 3453 | # internal so can use closure for param_dict |
---|
| 3454 | param_name = str(self._model_model.item(row, 0).text()) |
---|
| 3455 | if param_name not in list(param_dict.keys()): |
---|
| 3456 | return |
---|
| 3457 | # checkbox state |
---|
| 3458 | param_checked = QtCore.Qt.Checked if param_dict[param_name][0] == "True" else QtCore.Qt.Unchecked |
---|
| 3459 | self._model_model.item(row, 0).setCheckState(param_checked) |
---|
| 3460 | |
---|
| 3461 | # modify the param value |
---|
| 3462 | param_repr = GuiUtils.formatNumber(param_dict[param_name][1], high=True) |
---|
| 3463 | self._model_model.item(row, 1).setText(param_repr) |
---|
| 3464 | |
---|
| 3465 | # Potentially the error column |
---|
| 3466 | ioffset = 0 |
---|
| 3467 | if len(param_dict[param_name])>4 and self.has_error_column: |
---|
| 3468 | # error values are not editable - no need to update |
---|
| 3469 | #error_repr = GuiUtils.formatNumber(param_dict[param_name][2], high=True) |
---|
| 3470 | #self._model_model.item(row, 2).setText(error_repr) |
---|
| 3471 | ioffset = 1 |
---|
| 3472 | # min/max |
---|
[685602a] | 3473 | try: |
---|
| 3474 | param_repr = GuiUtils.formatNumber(param_dict[param_name][2+ioffset], high=True) |
---|
| 3475 | self._model_model.item(row, 2+ioffset).setText(param_repr) |
---|
| 3476 | param_repr = GuiUtils.formatNumber(param_dict[param_name][3+ioffset], high=True) |
---|
| 3477 | self._model_model.item(row, 3+ioffset).setText(param_repr) |
---|
| 3478 | except: |
---|
| 3479 | pass |
---|
| 3480 | |
---|
[0eff615] | 3481 | self.setFocus() |
---|
| 3482 | |
---|
[8e2cd79] | 3483 | |
---|
[685602a] | 3484 | |
---|
[8e2cd79] | 3485 | # block signals temporarily, so we don't end up |
---|
| 3486 | # updating charts with every single model change on the end of fitting |
---|
| 3487 | self._model_model.blockSignals(True) |
---|
| 3488 | self.iterateOverModel(updateFittedValues) |
---|
| 3489 | self._model_model.blockSignals(False) |
---|
| 3490 | |
---|
[0eff615] | 3491 | |
---|
[8e2cd79] | 3492 | def updateFullPolyModel(self, param_dict): |
---|
| 3493 | """ |
---|
| 3494 | Update the polydispersity model with new parameters, create the errors column |
---|
| 3495 | """ |
---|
| 3496 | assert isinstance(param_dict, dict) |
---|
| 3497 | if not dict: |
---|
| 3498 | return |
---|
| 3499 | |
---|
| 3500 | def updateFittedValues(row): |
---|
| 3501 | # Utility function for main model update |
---|
| 3502 | # internal so can use closure for param_dict |
---|
| 3503 | if row >= self._poly_model.rowCount(): |
---|
| 3504 | return |
---|
| 3505 | param_name = str(self._poly_model.item(row, 0).text()).rsplit()[-1] + '.width' |
---|
| 3506 | if param_name not in list(param_dict.keys()): |
---|
| 3507 | return |
---|
| 3508 | # checkbox state |
---|
| 3509 | param_checked = QtCore.Qt.Checked if param_dict[param_name][0] == "True" else QtCore.Qt.Unchecked |
---|
| 3510 | self._poly_model.item(row,0).setCheckState(param_checked) |
---|
| 3511 | |
---|
| 3512 | # modify the param value |
---|
| 3513 | param_repr = GuiUtils.formatNumber(param_dict[param_name][1], high=True) |
---|
| 3514 | self._poly_model.item(row, 1).setText(param_repr) |
---|
| 3515 | |
---|
| 3516 | # Potentially the error column |
---|
| 3517 | ioffset = 0 |
---|
| 3518 | if len(param_dict[param_name])>4 and self.has_poly_error_column: |
---|
| 3519 | ioffset = 1 |
---|
| 3520 | # min |
---|
| 3521 | param_repr = GuiUtils.formatNumber(param_dict[param_name][2+ioffset], high=True) |
---|
| 3522 | self._poly_model.item(row, 2+ioffset).setText(param_repr) |
---|
| 3523 | # max |
---|
| 3524 | param_repr = GuiUtils.formatNumber(param_dict[param_name][3+ioffset], high=True) |
---|
| 3525 | self._poly_model.item(row, 3+ioffset).setText(param_repr) |
---|
| 3526 | # Npts |
---|
| 3527 | param_repr = GuiUtils.formatNumber(param_dict[param_name][4+ioffset], high=True) |
---|
| 3528 | self._poly_model.item(row, 4+ioffset).setText(param_repr) |
---|
| 3529 | # Nsigs |
---|
| 3530 | param_repr = GuiUtils.formatNumber(param_dict[param_name][5+ioffset], high=True) |
---|
| 3531 | self._poly_model.item(row, 5+ioffset).setText(param_repr) |
---|
| 3532 | |
---|
| 3533 | param_repr = GuiUtils.formatNumber(param_dict[param_name][5+ioffset], high=True) |
---|
| 3534 | self._poly_model.item(row, 5+ioffset).setText(param_repr) |
---|
[0eff615] | 3535 | self.setFocus() |
---|
[8e2cd79] | 3536 | |
---|
| 3537 | # block signals temporarily, so we don't end up |
---|
| 3538 | # updating charts with every single model change on the end of fitting |
---|
| 3539 | self._poly_model.blockSignals(True) |
---|
| 3540 | self.iterateOverPolyModel(updateFittedValues) |
---|
| 3541 | self._poly_model.blockSignals(False) |
---|
| 3542 | |
---|
[339e22b] | 3543 | |
---|
| 3544 | |
---|