source: sasview/src/sas/qtgui/Perspectives/Invariant/InvariantPerspective.py @ 57b7ee2

ESS_GUIESS_GUI_DocsESS_GUI_batch_fittingESS_GUI_bumps_abstractionESS_GUI_iss1116ESS_GUI_iss879ESS_GUI_iss959ESS_GUI_openclESS_GUI_orderingESS_GUI_sync_sascalc
Last change on this file since 57b7ee2 was b789967, checked in by Piotr Rozyczko <rozyczko@…>, 8 years ago

More minor fixes to plotting

  • Property mode set to 100644
File size: 23.6 KB
RevLine 
[f721030]1# global
2import sys
3import os
4from PyQt4 import QtCore
5from PyQt4 import QtGui
6from PyQt4 import QtWebKit
7
8from twisted.internet import threads
[1042dba]9from twisted.internet import reactor
[f721030]10
11# sas-global
12from sas.sascalc.invariant import invariant
13from sas.sasgui.guiframe.dataFitting import Data1D
[31c5b58]14#import GuiUtils
15import sas.qtgui.GuiUtils as GuiUtils
[f721030]16
17# local
[469b4622]18from UI.TabbedInvariantUI import Ui_tabbedInvariantUI
[f721030]19from InvariantDetails import DetailsDialog
20from InvariantUtils import WIDGETS
21
22# The minimum q-value to be used when extrapolating
23Q_MINIMUM = 1e-5
24# The maximum q-value to be used when extrapolating
25Q_MAXIMUM = 10
26# the ratio of maximum q value/(qmax of data) to plot the theory data
27Q_MAXIMUM_PLOT = 3
28
29
30class MyModel(object):
31    def __init__(self):
32        self._model = QtGui.QStandardItemModel(self)
33
34    def addItem(self, item):
35        item = QtGui.QStandardItem(str(item))
36        self._model.appendRow(item)
37
[469b4622]38class InvariantWindow(QtGui.QDialog, Ui_tabbedInvariantUI):
[f721030]39    # The controller which is responsible for managing signal slots connections
40    # for the gui and providing an interface to the data model.
41    def __init__(self, manager=None, parent=None):
42        super(InvariantWindow, self).__init__(parent)
[469b4622]43        self.setupUi(self)
44
[f721030]45        self.setWindowTitle("Invariant Perspective")
[e540cd2]46
[f721030]47        # initial input params
48        self._background = 0.0
49        self._scale = 1.0
50        self._contrast = 1.0
51        self._porod = 1.0
52        self._npoints_low = 10
53        self._npoints_high = 10
54        self._power_low = 4
55
56        self._manager = manager
57        self._reactor = self._manager.reactor()
[a281ab8]58        self._model_item = QtGui.QStandardItem()
[f721030]59
60        self._helpView = QtWebKit.QWebView()
61        self.detailsDialog = DetailsDialog(self)
62
63        self._low_extrapolate = False
64        self._low_guinier  = True
65        self._low_fit  = True
66        self._high_extrapolate = False
67        self._high_power_value  = False
68
[d813cad8]69        # no reason to have this widget resizable
70        self.setFixedSize(self.minimumSizeHint())
[28a84e9]71
[0cd8612]72        self.communicate = GuiUtils.Communicate()
[f721030]73
[469b4622]74        self._data = None
75        self._path = ""
76
[f721030]77        # Mask file selector
78        ###################################################
[469b4622]79        #self._path = "cyl_400_20.txt"
80        #from sas.sascalc.dataloader.loader import  Loader
81        #loader = Loader()
82        #try:
83        #    self._data = loader.load(self._path)
84        #except:
85        #    raise
[f721030]86        ###################################################
87
88        self.lineEdit_8.setText(str(Q_MINIMUM))
89        self.lineEdit_9.setText(str(Q_MAXIMUM))
90
91        # Let's choose the Standard Item Model.
92        self.model = QtGui.QStandardItemModel(self)
93
94        # Connect buttons to slots.
95        # Needs to be done early so default values propagate properly.
96        self.setupSlots()
97
98        # Set up the model.
99        self.setupModel()
100
101        # Set up the mapper
102        self.setupMapper()
103
[e540cd2]104    def closeEvent(self, event):
[5032ea68]105        """
[e540cd2]106        Overwrite the default close method of QWidget
[5032ea68]107        """
[e540cd2]108        # No close on perspectives - one must always be active.
109        event.ignore()
110
111    def communicator(self):
112        """ Getter for the communicator """
[5032ea68]113        return self.communicate
114
[f721030]115    def updateFromModel(self):
116        """
117        update the globals based on the data in the model
118        """
119        self._background = float(self.model.item(WIDGETS.W_BACKGROUND).text())
120        self._contrast   = float(self.model.item(WIDGETS.W_CONTRAST).text())
121        self._scale      = float(self.model.item(WIDGETS.W_SCALE).text())
122
123        # High extrapolate
124        self._low_extrapolate = ( str(self.model.item(WIDGETS.W_ENABLE_LOWQ).text()) == 'true')
125        self._low_points = float(self.model.item(WIDGETS.W_NPTS_LOWQ).text())
126        self._low_guinier  = ( str(self.model.item(WIDGETS.W_LOWQ_GUINIER).text()) == 'true')
127        self._low_fit  = ( str(self.model.item(WIDGETS.W_LOWQ_FIT).text()) == 'true')
128        self._low_power_value  = float(self.model.item(WIDGETS.W_LOWQ_POWER_VALUE).text())
129
130        # High extrapolating
131        self._high_extrapolate = ( str(self.model.item(WIDGETS.W_ENABLE_HIGHQ).text()) == 'true')
132        self._high_points  = float(self.model.item(WIDGETS.W_NPTS_HIGHQ).text())
133        self._high_fit  = ( str(self.model.item(WIDGETS.W_HIGHQ_FIT).text()) == 'true')
134        self._high_power_value  = float(self.model.item(WIDGETS.W_HIGHQ_POWER_VALUE).text())
135
[a281ab8]136    def calculateInvariant(self):
[f721030]137        """
138        Use twisted to thread the calculations away.
139        """
140        # Find out if extrapolation needs to be used.
141        extrapolation = None
142        if self._low_extrapolate  and not self._high_extrapolate:
143            extrapolation = "low"
144        elif not self._low_extrapolate  and self._high_extrapolate:
145            extrapolation = "high"
146        elif self._low_extrapolate and self._high_extrapolate:
147            extrapolation = "both"
148        try:
149            # modify the Calculate button to indicate background process
150            self.pushButton.setText("Calculating...")
151            self.pushButton.setEnabled(False)
152            self.style = self.pushButton.styleSheet()
153            self.pushButton.setStyleSheet("background-color: rgb(255, 255, 0); color: rgb(0, 0, 0)")
154            # Send the calculations to separate thread.
155            d = threads.deferToThread(self.calculateThread, extrapolation)
156            # Add deferred callback for call return
157            d.addCallback(self.plotResult)
158        except Exception as ex:
159            # Set the button back to available
160            self.pushButton.setEnabled(True)
161            self.pushButton.setText("Calculate")
162            self.pushButton.setStyleSheet(self.style)
163
[5032ea68]164
[f721030]165    def plotResult(self, model):
166        """
167        """
168        self.model = model
169        self.mapper.toFirst()
170
171        # Set the button back to available
172        self.pushButton.setEnabled(True)
173        self.pushButton.setText("Calculate")
174        self.pushButton.setStyleSheet(self.style)
175
[a281ab8]176        # Send the modified model item to DE for keeping in the model
177        self.communicate.updateModelFromPerspectiveSignal.emit(self._model_item)
[5032ea68]178
[f721030]179
180    def calculateThread(self, extrapolation):
181        """
[5032ea68]182        Perform Invariant calculations.
183
184        TODO: Create a dictionary of results to be sent to DE on completion.
[f721030]185        """
186        self.updateFromModel()
187
188        qstar_low = 0.0
189        qstar_low_err = 0.0
190        qstar_high = 0.0
191        qstar_high_err = 0.0
192        qstar_total = 0.0
193        qstar_total_low_err = 0.0
194
195        # Prepare the invariant object
196        inv = invariant.InvariantCalculator(data=self._data,
197                                            background = self._background,
198                                            scale = self._scale)
199
200        if self._low_extrapolate:
201            function_low = "power_law"
202            if self._low_guinier:
203                function_low = "guinier"
204            if self._low_fit:
205                self._low_power_value = None
206            inv.set_extrapolation(range="low",
207                                  npts=self._low_points,
208                                  function=function_low,
209                                  power=self._low_power_value)
210
211        if self._high_extrapolate:
212            function_low = "power_law"
213            inv.set_extrapolation(range="high",
214                                  npts=self._high_points,
215                                  function=function_low,
216                                  power=self._low_power_value)
217
218        #Compute invariant
219        # TODO: proper exception handling and logic -
220        # display info, update lineedits, don't run extrapolations etc.
221        calculation_failed = False
222        try:
223            qstar_total, qstar_total_error         = inv.get_qstar_with_error()
224        except Exception as ex:
225            calculation_failed = True
226            # Display relevant information
227            item = QtGui.QStandardItem("ERROR")
228            self.model.setItem(WIDGETS.W_INVARIANT, item)
229            item = QtGui.QStandardItem("ERROR")
230            self.model.setItem(WIDGETS.W_INVARIANT_ERR, item)
231        try:
232            volume_fraction, volume_fraction_error = \
233                inv.get_volume_fraction_with_error(self._contrast)
234        except Exception as ex:
235            calculation_failed = True
236            # Display relevant information
237            item = QtGui.QStandardItem("ERROR")
238            self.model.setItem(WIDGETS.W_VOLUME_FRACTION, item)
239            item = QtGui.QStandardItem("ERROR")
240            self.model.setItem(WIDGETS.W_VOLUME_FRACTION_ERR, item)
241        try:
[28a84e9]242            surface, surface_error = \
[f721030]243                inv.get_surface_with_error(self._contrast, self._porod)
244        except Exception as ex:
245            calculation_failed = True
246            # Display relevant information
247            item = QtGui.QStandardItem("ERROR")
248            self.model.setItem(WIDGETS.W_SPECIFIC_SURFACE, item)
249            item = QtGui.QStandardItem("ERROR")
250            self.model.setItem(WIDGETS.W_SPECIFIC_SURFACE_ERR, item)
251
252        if(calculation_failed):
253            # TODO: NOTIFY THE GUI MANAGER!!
254            self.mapper.toFirst()
255            return self.model
256
257        if self._low_extrapolate:
258            # for presentation in InvariantDetails
259            qstar_low, qstar_low_err = inv.get_qstar_low()
260            extrapolated_data = inv.get_extra_data_low(self._low_points)
261            power_low = inv.get_extrapolation_power(range='low')
262
263            #inv.data = extrapolated_data
264            #qstar_total, qstar_total_error = inv.get_qstar_with_error()
265
266            # Plot the chart
[a281ab8]267            title = "Low-Q extrapolation"
[f721030]268
[1042dba]269            # Convert the data into plottable
270            extrapolated_data = self._manager.createGuiData(extrapolated_data)
[aadf0af1]271            extrapolated_data.name = title
[b789967]272            extrapolated_data.title = title
[1042dba]273
[a281ab8]274            # Add the plot to the model item
[1042dba]275            # variant_item = QtCore.QVariant(self._plotter)
276            variant_item = QtCore.QVariant(extrapolated_data)
277
278            # This needs to run in the main thread
[8548d739]279            reactor.callFromThread(GuiUtils.updateModelItemWithPlot,
280                    self._model_item, variant_item, title)
[f721030]281
282        if self._high_extrapolate:
283            # for presentation in InvariantDetails
284            qmax_plot = Q_MAXIMUM_PLOT * max(self._data.x)
285            if qmax_plot > Q_MAXIMUM:
286                qmax_plot = Q_MAXIMUM
287            qstar_high, qstar_high_err = inv.get_qstar_high()
288            power_high = inv.get_extrapolation_power(range='high')
289            high_out_data = inv.get_extra_data_high(q_end=qmax_plot, npts=500)
290
[b789967]291            # Plot the chart
292            title = "High-Q extrapolation"
293
[1042dba]294            # Convert the data into plottable
295            high_out_data = self._manager.createGuiData(high_out_data)
[aadf0af1]296            high_out_data.name = title
[b789967]297            high_out_data.title = title
[f721030]298
[a281ab8]299            # Add the plot to the model item
[1042dba]300            # variant_item = QtCore.QVariant(self._plotter)
301            variant_item = QtCore.QVariant(high_out_data)
302            # This needs to run in the main thread
[8548d739]303            reactor.callFromThread(GuiUtils.updateModelItemWithPlot,
304                    self._model_item, variant_item, title)
[f721030]305
306        item = QtGui.QStandardItem(str(float('%.5g'% volume_fraction)))
307        self.model.setItem(WIDGETS.W_VOLUME_FRACTION, item)
308        item = QtGui.QStandardItem(str(float('%.5g'% volume_fraction_error)))
309        self.model.setItem(WIDGETS.W_VOLUME_FRACTION_ERR, item)
310        item = QtGui.QStandardItem(str(float('%.5g'% surface)))
311        self.model.setItem(WIDGETS.W_SPECIFIC_SURFACE, item)
312        item = QtGui.QStandardItem(str(float('%.5g'% surface_error)))
313        self.model.setItem(WIDGETS.W_SPECIFIC_SURFACE_ERR, item)
314        item = QtGui.QStandardItem(str(float('%.5g'% qstar_total)))
315        self.model.setItem(WIDGETS.W_INVARIANT, item)
316        item = QtGui.QStandardItem(str(float('%.5g'% qstar_total_error)))
317        self.model.setItem(WIDGETS.W_INVARIANT_ERR, item)
318
319        #item = QtGui.QStandardItem(str(float('%.5g'% qstar_total)))
320        #self.model.setItem(WIDGETS.D_TOTAL_QSTAR, item)
321        #item = QtGui.QStandardItem(str(float('%.5g'% qstar_total_err)))
322        #self.model.setItem(WIDGETS.D_TOTAL_QSTAR_ERR, item)
323        item = QtGui.QStandardItem(str(float('%.5g'% qstar_low)))
324        self.model.setItem(WIDGETS.D_LOW_QSTAR, item)
325        item = QtGui.QStandardItem(str(float('%.5g'% qstar_low_err)))
326        self.model.setItem(WIDGETS.D_LOW_QSTAR_ERR, item)
327        item = QtGui.QStandardItem(str(float('%.5g'% qstar_high)))
328        self.model.setItem(WIDGETS.D_HIGH_QSTAR, item)
329        item = QtGui.QStandardItem(str(float('%.5g'% qstar_high_err)))
330        self.model.setItem(WIDGETS.D_HIGH_QSTAR_ERR, item)
331
332        self.mapper.toFirst()
333
334        return self.model
335               
[5032ea68]336    def title(self):
337        """
338        Perspective name
339        """
340        return "Invariant panel"
[f721030]341
342    def status(self):
343        """
344        """
345        self.detailsDialog.setModel(self.model)
346        self.detailsDialog.showDialog()
347
348    def help(self):
349        """
350        """
[31c5b58]351        _TreeLocation = self._manager.HELP_DIRECTORY_LOCATION + \
352            "/user/sasgui/perspectives/invariant/invariant_help.html"
[f721030]353        self._helpView.load(QtCore.QUrl(_TreeLocation))
354        self._helpView.show()
355
356    def setupSlots(self):
[a281ab8]357        self.pushButton.clicked.connect(self.calculateInvariant)
[f721030]358        self.pushButton_2.clicked.connect(self.status)
359        self.pushButton_3.clicked.connect(self.help)
360
361        self.radioButton.toggled.connect(self.lowGuinierAndPowerToggle)
362        self.radioButton_8.toggled.connect(self.hiFitAndFixToggle)
363
364        self.radioButton_3.toggled.connect(self.lowFitAndFixToggle)
365
366        # Bug workaround for QDataWidgetMapper() not reacting to checkbox clicks.
367        # https://bugreports.qt.io/browse/QTBUG-1818
368        self.checkBox.clicked.connect(self.setFocus)
369        self.checkBox_2.clicked.connect(self.setFocus)
370
371        self.model.itemChanged.connect(self.modelChanged)
372
373    def modelChanged(self, item):
374        """
375        """
376        if item.row() == WIDGETS.W_ENABLE_LOWQ:
377            toggle = (str(item.text()) == 'true')
378            self._low_extrapolate = toggle
379            self.lowQToggle(toggle)
380        elif item.row() == WIDGETS.W_ENABLE_HIGHQ:
381            toggle = (str(item.text()) == 'true')
382            self._high_extrapolate = toggle
383            self.highQToggle(toggle)
384       
385    def lowGuinierAndPowerToggle(self, toggle):
386        """
387        """
388        self._low_guinier = toggle
389        toggle = not toggle
390        self.lineEdit_11.setEnabled(toggle)
391        self.radioButton_3.setEnabled(toggle)
392        self.radioButton_4.setEnabled(toggle)
393        self.lineEdit_11.setEnabled(toggle and (not self._low_fit))
394
395    def lowFitAndFixToggle(self, toggle):
396        """
397        """
398        self._low_fit = toggle
399        toggle = not toggle
400        self.lineEdit_11.setEnabled(toggle)
401
402    def hiFitAndFixToggle(self, toggle):
403        """
404        """
405        self.lineEdit_13.setEnabled(toggle)
406
407    def highQToggle(self, clicked):
408        """
409        Disable/enable High Q extrapolation
410        """
411        self.radioButton_7.setEnabled(clicked)
412        self.radioButton_8.setEnabled(clicked)
413        self.lineEdit_12.setEnabled(clicked)
414        self.lineEdit_13.setEnabled(clicked)
415
416    def lowQToggle(self, clicked):
417        """
418        Disable/enable Low Q extrapolation
419        """
420        self.radioButton.setEnabled(clicked)
421        self.radioButton_2.setEnabled(clicked)
422        self.lineEdit_11.setEnabled(clicked and not self._low_fit)
423
424        # Enable subelements
425        self.radioButton_3.setEnabled(clicked and not self._low_guinier)
426        self.radioButton_4.setEnabled(clicked and not self._low_guinier)
427        self.lineEdit_10.setEnabled(clicked and not self._low_guinier)
428
429    def setupModel(self):
430
431        # filename
432        item = QtGui.QStandardItem(self._path)
433        self.model.setItem(WIDGETS.W_FILENAME, item)
434
435        # add Q parameters to the model
[469b4622]436        #qmin = min(self._data.x)
437        qmin = 0.0
[f721030]438        item = QtGui.QStandardItem(str(qmin))
439        self.model.setItem(WIDGETS.W_QMIN, item)
[469b4622]440        qmax = 0.0
441        item = QtGui.QStandardItem(str(qmax))
[f721030]442        self.model.setItem(WIDGETS.W_QMAX, item)
443
444        # add custom input params
445        item = QtGui.QStandardItem(str(self._background))
446        self.model.setItem(WIDGETS.W_BACKGROUND, item)
447        item = QtGui.QStandardItem(str(self._contrast))
448        self.model.setItem(WIDGETS.W_CONTRAST, item)
449        item = QtGui.QStandardItem(str(self._scale))
450        self.model.setItem(WIDGETS.W_SCALE, item)
451       
452        # Dialog elements
453        itemf = QtGui.QStandardItem("false")
454        self.model.setItem(WIDGETS.W_ENABLE_HIGHQ, itemf)
455        itemf = QtGui.QStandardItem("false")
456        self.model.setItem(WIDGETS.W_ENABLE_LOWQ, itemf)
457
458        item = QtGui.QStandardItem(str(self._npoints_low))
459        self.model.setItem(WIDGETS.W_NPTS_LOWQ, item)
460        item = QtGui.QStandardItem(str(self._npoints_high))
461        self.model.setItem(WIDGETS.W_NPTS_HIGHQ, item)
462
463        itemt = QtGui.QStandardItem("true")
464        self.model.setItem(WIDGETS.W_LOWQ_GUINIER, itemt)
465
466        itemt = QtGui.QStandardItem("true")
467        self.model.setItem(WIDGETS.W_LOWQ_FIT, itemt)
468        item = QtGui.QStandardItem(str(self._power_low))
469        self.model.setItem(WIDGETS.W_LOWQ_POWER_VALUE, item)
470
471        itemt = QtGui.QStandardItem("true")
472        self.model.setItem(WIDGETS.W_HIGHQ_FIT, itemt)
473        item = QtGui.QStandardItem(str(self._power_low))
474        self.model.setItem(WIDGETS.W_HIGHQ_POWER_VALUE, item)
475
476
477    def setupMapper(self):
478        # Set up the mapper.
479        self.mapper = QtGui.QDataWidgetMapper(self)
480        self.mapper.setOrientation(QtCore.Qt.Vertical)
481        self.mapper.setModel(self.model)
482
483        # Set up the view on the model for testing
484        # self.tableView.setModel(self.model)
485
486        # Filename
487        self.mapper.addMapping(self.lineEdit, WIDGETS.W_FILENAME)
488        # Qmin/Qmax
489        self.mapper.addMapping(self.lineEdit_2, WIDGETS.W_QMIN)
490        self.mapper.addMapping(self.lineEdit_3, WIDGETS.W_QMAX)
491
492        # Background
493        self.mapper.addMapping(self.lineEdit_4, WIDGETS.W_BACKGROUND)
494        # Scale
495        self.mapper.addMapping(self.lineEdit_5, WIDGETS.W_SCALE)
496        # Contrast
497        self.mapper.addMapping(self.lineEdit_6, WIDGETS.W_CONTRAST)
498
499        # Lowq/Highq items
500        self.mapper.addMapping(self.checkBox, WIDGETS.W_ENABLE_LOWQ)
501        self.mapper.addMapping(self.checkBox_2, WIDGETS.W_ENABLE_HIGHQ)
502
503        self.mapper.addMapping(self.lineEdit_10, WIDGETS.W_NPTS_LOWQ)
504        self.mapper.addMapping(self.radioButton, WIDGETS.W_LOWQ_GUINIER)
505
506        self.mapper.addMapping(self.radioButton_3, WIDGETS.W_LOWQ_FIT)
507        self.mapper.addMapping(self.lineEdit_11, WIDGETS.W_LOWQ_POWER_VALUE)
508
509        self.mapper.addMapping(self.radioButton_7, WIDGETS.W_HIGHQ_FIT)
510        self.mapper.addMapping(self.lineEdit_13, WIDGETS.W_HIGHQ_POWER_VALUE)
511   
512        # Output
513        self.mapper.addMapping(self.lineEdit_14, WIDGETS.W_VOLUME_FRACTION)
514        self.mapper.addMapping(self.lineEdit_15, WIDGETS.W_VOLUME_FRACTION_ERR)
515        self.mapper.addMapping(self.lineEdit_16, WIDGETS.W_SPECIFIC_SURFACE)
516        self.mapper.addMapping(self.lineEdit_17, WIDGETS.W_SPECIFIC_SURFACE_ERR)
517        self.mapper.addMapping(self.lineEdit_19, WIDGETS.W_INVARIANT)
518        self.mapper.addMapping(self.lineEdit_18, WIDGETS.W_INVARIANT_ERR)
519
520        self.mapper.toFirst()
521
[a281ab8]522    def setData(self, data_item):
523        """
524        Obtain a QStandardItem object and dissect it to get Data1D/2D
525        Pass it over to the calculator
526        """
527        if not isinstance(data_item, list):
528            msg = "Incorrect type passed to the Invariant Perspective"
529            raise AttributeError, msg
530
531        if not isinstance(data_item[0], QtGui.QStandardItem):
532            msg = "Incorrect type passed to the Invariant Perspective"
533            raise AttributeError, msg
534
535        self._model_item = data_item[0]
536
537        # Extract data on 1st child - this is the Data1D/2D component
[8548d739]538        data = GuiUtils.dataFromItem(self._model_item)
[469b4622]539        self.model.item(WIDGETS.W_FILENAME).setData(QtCore.QVariant(self._model_item.text()))
540
541        ##### DEBUG ####
542        # set data in the debug tree view window
543        self.treeView.setModel(self.model)
[a281ab8]544
545        self.calculate(data_list=[data])
546       
547    def calculate(self, data_list=None):
[f721030]548        """
549        receive a list of data and compute invariant
[a281ab8]550
551        TODO: pass warnings/messages to log
[f721030]552        """
553        msg = ""
554        data = None
555        if data_list is None:
556            data_list = []
557        if len(data_list) >= 1:
558            if len(data_list) == 1:
559                data = data_list[0]
560            else:
561                data_1d_list = []
562                data_2d_list = []
563                error_msg = ""
564                # separate data into data1d and data2d list
565                for data in data_list:
566                    if data is not None:
567                        if issubclass(data.__class__, Data1D):
568                            data_1d_list.append(data)
569                        else:
570                            error_msg += " %s  type %s \n" % (str(data.name),
571                                                              str(data.__class__.__name__))
572                            data_2d_list.append(data)
573                if len(data_2d_list) > 0:
574                    msg = "Invariant does not support the following data types:\n"
575                    msg += error_msg
576                if len(data_1d_list) == 0:
577                    # remake this as a qt event
578                    #wx.PostEvent(self.parent, StatusEvent(status=msg, info='error'))
579                    return
[a281ab8]580
581                # TODO: add msgbox for data choice
582                #msg += "Invariant panel does not allow multiple data!\n"
583                #msg += "Please select one.\n"
[f721030]584                #if len(data_list) > 1:
585                    #from invariant_widgets import DataDialog
586                    #dlg = DataDialog(data_list=data_1d_list, text=msg)
587                    #if dlg.ShowModal() == wx.ID_OK:
588                    #    data = dlg.get_data()
589                    #else:
590                    #    data = None
591                    #dlg.Destroy()
592
593            if data is None:
594                msg += "invariant receives no data. \n"
595                #wx.PostEvent(self.parent, StatusEvent(status=msg, info='error'))
596                return
597            if not issubclass(data.__class__, Data1D):
598                msg += "invariant cannot be computed for data of "
599                msg += "type %s\n" % (data.__class__.__name__)
600                #wx.PostEvent(self.parent, StatusEvent(status=msg, info='error'))
601                return
602            else:
603                #wx.PostEvent(self.parent, NewPlotEvent(plot=data, title=data.title))
604                try:
605                    self._data = data
606                    self._path = "unique path"
[a281ab8]607                    self.calculateInvariant()
[f721030]608                except:
609                    msg = "Invariant Set_data: " + str(sys.exc_value)
610                    #wx.PostEvent(self.parent, StatusEvent(status=msg, info="error"))
611        else:
612            msg = "invariant cannot be computed for data of "
613            msg += "type %s" % (data.__class__.__name__)
614            #wx.PostEvent(self.parent, StatusEvent(status=msg, info='error'))
615
[5032ea68]616    def allowBatch(self):
617        """
618        Tell the caller that we don't accept multiple data instances
619        """
620        return False
[f721030]621
622if __name__ == "__main__":
623    app = QtGui.QApplication([])
624    import qt4reactor
625    qt4reactor.install()
626    # DO NOT move the following import to the top!
627    # (unless you know what you're doing)
628    from twisted.internet import reactor
629    dlg = InvariantWindow(reactor)
630    dlg.show()
631    reactor.run()
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