source: sasview/src/sas/qtgui/GuiUtils.py @ cbcdd2c

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 cbcdd2c was 5236449, checked in by Piotr Rozyczko <rozyczko@…>, 8 years ago

Default datasets for fitting SASVIEW-498

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1"""
2Global defaults and various utility functions usable by the general GUI
3"""
4
5import os
6import sys
7import imp
8import warnings
9import webbrowser
10import urlparse
11
12warnings.simplefilter("ignore")
13import logging
14
15from PyQt4 import QtCore
16from PyQt4 import QtGui
17
18# Translate event handlers
19#from sas.sasgui.guiframe.events import EVT_CATEGORY
20#from sas.sasgui.guiframe.events import EVT_STATUS
21#from sas.sasgui.guiframe.events import EVT_APPEND_BOOKMARK
22#from sas.sasgui.guiframe.events import EVT_PANEL_ON_FOCUS
23#from sas.sasgui.guiframe.events import EVT_NEW_LOAD_DATA
24#from sas.sasgui.guiframe.events import EVT_NEW_COLOR
25#from sas.sasgui.guiframe.events import StatusEvent
26#from sas.sasgui.guiframe.events import NewPlotEvent
27
28from periodictable import formula as Formula
29
30from sas.sasgui.plottools import transform
31from sas.sasgui.plottools.convert_units import convert_unit
32from sas.sasgui.guiframe.dataFitting import Data1D
33from sas.sasgui.guiframe.dataFitting import Data2D
34from sas.sascalc.dataloader.loader import Loader
35
36
37def get_app_dir():
38    """
39        The application directory is the one where the default custom_config.py
40        file resides.
41
42        :returns: app_path - the path to the applicatin directory
43    """
44    # First, try the directory of the executable we are running
45    app_path = sys.path[0]
46    if os.path.isfile(app_path):
47        app_path = os.path.dirname(app_path)
48    if os.path.isfile(os.path.join(app_path, "custom_config.py")):
49        app_path = os.path.abspath(app_path)
50        #logging.info("Using application path: %s", app_path)
51        return app_path
52
53    # Next, try the current working directory
54    if os.path.isfile(os.path.join(os.getcwd(), "custom_config.py")):
55        #logging.info("Using application path: %s", os.getcwd())
56        return os.path.abspath(os.getcwd())
57
58    # Finally, try the directory of the sasview module
59    # TODO: gui_manager will have to know about sasview until we
60    # clean all these module variables and put them into a config class
61    # that can be passed by sasview.py.
62    #logging.info(sys.executable)
63    #logging.info(str(sys.argv))
64    from sas import sasview as sasview
65    app_path = os.path.dirname(sasview.__file__)
66    #logging.info("Using application path: %s", app_path)
67    return app_path
68
69def get_user_directory():
70    """
71        Returns the user's home directory
72    """
73    userdir = os.path.join(os.path.expanduser("~"), ".sasview")
74    if not os.path.isdir(userdir):
75        os.makedirs(userdir)
76    return userdir
77
78def _find_local_config(confg_file, path):
79    """
80        Find configuration file for the current application
81    """
82    config_module = None
83    fObj = None
84    try:
85        fObj, path_config, descr = imp.find_module(confg_file, [path])
86        config_module = imp.load_module(confg_file, fObj, path_config, descr)
87    except ImportError:
88        pass
89        #logging.error("Error loading %s/%s: %s" % (path, confg_file, sys.exc_value))
90    finally:
91        if fObj is not None:
92            fObj.close()
93    #logging.info("GuiManager loaded %s/%s" % (path, confg_file))
94    return config_module
95
96# Get APP folder
97PATH_APP = get_app_dir()
98DATAPATH = PATH_APP
99
100# GUI always starts from the App folder
101#os.chdir(PATH_APP)
102# Read in the local config, which can either be with the main
103# application or in the installation directory
104config = _find_local_config('local_config', PATH_APP)
105
106if config is None:
107    config = _find_local_config('local_config', os.getcwd())
108    if config is None:
109        # Didn't find local config, load the default
110        import sas.sasgui.guiframe.config as config
111        #logging.info("using default local_config")
112    else:
113        pass
114        #logging.info("found local_config in %s", os.getcwd())
115else:
116    pass
117    #logging.info("found local_config in %s", PATH_APP)
118
119
120from sas.sasgui.guiframe.customdir  import SetupCustom
121c_conf_dir = SetupCustom().setup_dir(PATH_APP)
122custom_config = _find_local_config('custom_config', c_conf_dir)
123if custom_config is None:
124    custom_config = _find_local_config('custom_config', os.getcwd())
125    if custom_config is None:
126        msgConfig = "Custom_config file was not imported"
127        #logging.info(msgConfig)
128    else:
129        pass
130        #logging.info("using custom_config in %s", os.getcwd())
131else:
132    pass
133    #logging.info("using custom_config from %s", c_conf_dir)
134
135#read some constants from config
136APPLICATION_STATE_EXTENSION = config.APPLICATION_STATE_EXTENSION
137APPLICATION_NAME = config.__appname__
138SPLASH_SCREEN_PATH = config.SPLASH_SCREEN_PATH
139WELCOME_PANEL_ON = config.WELCOME_PANEL_ON
140SPLASH_SCREEN_WIDTH = config.SPLASH_SCREEN_WIDTH
141SPLASH_SCREEN_HEIGHT = config.SPLASH_SCREEN_HEIGHT
142SS_MAX_DISPLAY_TIME = config.SS_MAX_DISPLAY_TIME
143if not WELCOME_PANEL_ON:
144    WELCOME_PANEL_SHOW = False
145else:
146    WELCOME_PANEL_SHOW = True
147try:
148    DATALOADER_SHOW = custom_config.DATALOADER_SHOW
149    TOOLBAR_SHOW = custom_config.TOOLBAR_SHOW
150    FIXED_PANEL = custom_config.FIXED_PANEL
151    if WELCOME_PANEL_ON:
152        WELCOME_PANEL_SHOW = custom_config.WELCOME_PANEL_SHOW
153    PLOPANEL_WIDTH = custom_config.PLOPANEL_WIDTH
154    DATAPANEL_WIDTH = custom_config.DATAPANEL_WIDTH
155    GUIFRAME_WIDTH = custom_config.GUIFRAME_WIDTH
156    GUIFRAME_HEIGHT = custom_config.GUIFRAME_HEIGHT
157    CONTROL_WIDTH = custom_config.CONTROL_WIDTH
158    CONTROL_HEIGHT = custom_config.CONTROL_HEIGHT
159    DEFAULT_PERSPECTIVE = custom_config.DEFAULT_PERSPECTIVE
160    CLEANUP_PLOT = custom_config.CLEANUP_PLOT
161    # custom open_path
162    open_folder = custom_config.DEFAULT_OPEN_FOLDER
163    if open_folder != None and os.path.isdir(open_folder):
164        DEFAULT_OPEN_FOLDER = os.path.abspath(open_folder)
165    else:
166        DEFAULT_OPEN_FOLDER = PATH_APP
167except AttributeError:
168    DATALOADER_SHOW = True
169    TOOLBAR_SHOW = True
170    FIXED_PANEL = True
171    WELCOME_PANEL_SHOW = False
172    PLOPANEL_WIDTH = config.PLOPANEL_WIDTH
173    DATAPANEL_WIDTH = config.DATAPANEL_WIDTH
174    GUIFRAME_WIDTH = config.GUIFRAME_WIDTH
175    GUIFRAME_HEIGHT = config.GUIFRAME_HEIGHT
176    CONTROL_WIDTH = -1
177    CONTROL_HEIGHT = -1
178    DEFAULT_PERSPECTIVE = None
179    CLEANUP_PLOT = False
180    DEFAULT_OPEN_FOLDER = PATH_APP
181
182DEFAULT_STYLE = config.DEFAULT_STYLE
183
184PLUGIN_STATE_EXTENSIONS = config.PLUGIN_STATE_EXTENSIONS
185OPEN_SAVE_MENU = config.OPEN_SAVE_PROJECT_MENU
186VIEW_MENU = config.VIEW_MENU
187EDIT_MENU = config.EDIT_MENU
188extension_list = []
189if APPLICATION_STATE_EXTENSION is not None:
190    extension_list.append(APPLICATION_STATE_EXTENSION)
191EXTENSIONS = PLUGIN_STATE_EXTENSIONS + extension_list
192try:
193    PLUGINS_WLIST = '|'.join(config.PLUGINS_WLIST)
194except AttributeError:
195    PLUGINS_WLIST = ''
196APPLICATION_WLIST = config.APPLICATION_WLIST
197IS_WIN = True
198IS_LINUX = False
199CLOSE_SHOW = True
200TIME_FACTOR = 2
201NOT_SO_GRAPH_LIST = ["BoxSum"]
202
203class Communicate(QtCore.QObject):
204    """
205    Utility class for tracking of the Qt signals
206    """
207    # File got successfully read
208    fileReadSignal = QtCore.pyqtSignal(list)
209
210    # Open File returns "list" of paths
211    fileDataReceivedSignal = QtCore.pyqtSignal(dict)
212
213    # Update Main window status bar with "str"
214    # Old "StatusEvent"
215    statusBarUpdateSignal = QtCore.pyqtSignal(str)
216
217    # Send data to the current perspective
218    updatePerspectiveWithDataSignal = QtCore.pyqtSignal(list)
219
220    # New data in current perspective
221    updateModelFromPerspectiveSignal = QtCore.pyqtSignal(QtGui.QStandardItem)
222
223    # New theory data in current perspective
224    updateTheoryFromPerspectiveSignal = QtCore.pyqtSignal(QtGui.QStandardItem)
225
226    # New plot requested from the GUI manager
227    # Old "NewPlotEvent"
228    plotRequestedSignal = QtCore.pyqtSignal(str)
229
230    # Progress bar update value
231    progressBarUpdateSignal = QtCore.pyqtSignal(int)
232
233    # Workspace charts added/removed
234    activeGraphsSignal = QtCore.pyqtSignal(list)
235
236    # Current workspace chart's name changed
237    activeGraphName = QtCore.pyqtSignal(tuple)
238
239    # Current perspective changed
240    perspectiveChangedSignal = QtCore.pyqtSignal(str)
241
242
243def updateModelItemWithPlot(item, update_data, name=""):
244    """
245    Adds a checkboxed row named "name" to QStandardItem
246    Adds QVariant 'update_data' to that row.
247    """
248    assert isinstance(item, QtGui.QStandardItem)
249    assert isinstance(update_data, QtCore.QVariant)
250    py_update_data = update_data.toPyObject()
251
252    # Check if data with the same ID is already present
253    for index in range(item.rowCount()):
254        plot_item = item.child(index)
255        if plot_item.isCheckable():
256            plot_data = plot_item.child(0).data().toPyObject()
257            if plot_data.id == py_update_data.id:
258                item.removeRow(index)
259                break
260
261    # Create the new item
262    checkbox_item = createModelItemWithPlot(update_data, name)
263
264    # Append the new row to the main item
265    item.appendRow(checkbox_item)
266
267def createModelItemWithPlot(update_data, name=""):
268    """
269    Creates a checkboxed QStandardItem named "name"
270    Adds QVariant 'update_data' to that row.
271    """
272    assert isinstance(update_data, QtCore.QVariant)
273    py_update_data = update_data.toPyObject()
274
275    checkbox_item = QtGui.QStandardItem()
276    checkbox_item.setCheckable(True)
277    checkbox_item.setCheckState(QtCore.Qt.Checked)
278    checkbox_item.setText(name)
279
280    # Add "Info" item
281    if isinstance(py_update_data, (Data1D, Data2D)):
282        # If Data1/2D added - extract Info from it
283        info_item = infoFromData(py_update_data)
284    else:
285        # otherwise just add a naked item
286        info_item = QtGui.QStandardItem("Info")
287
288    # Add the actual Data1D/Data2D object
289    object_item = QtGui.QStandardItem()
290    object_item.setData(update_data)
291
292    # Set the data object as the first child
293    checkbox_item.setChild(0, object_item)
294
295    # Set info_item as the second child
296    checkbox_item.setChild(1, info_item)
297
298    # And return the newly created item
299    return checkbox_item
300
301def updateModelItem(item, update_data, name=""):
302    """
303    Adds a simple named child to QStandardItem
304    """
305    assert isinstance(item, QtGui.QStandardItem)
306    assert isinstance(update_data, list)
307
308    # Add the actual Data1D/Data2D object
309    object_item = QtGui.QStandardItem()
310    object_item.setText(name)
311    object_item.setData(QtCore.QVariant(update_data))
312
313    # Append the new row to the main item
314    item.appendRow(object_item)
315
316
317def plotsFromCheckedItems(model_item):
318    """
319    Returns the list of plots for items in the model which are checked
320    """
321    assert isinstance(model_item, QtGui.QStandardItemModel)
322
323    plot_data = []
324    # Iterate over model looking for items with checkboxes
325    for index in range(model_item.rowCount()):
326        item = model_item.item(index)
327        if item.isCheckable() and item.checkState() == QtCore.Qt.Checked:
328            # TODO: assure item type is correct (either data1/2D or Plotter)
329            plot_data.append((item, item.child(0).data().toPyObject()))
330        # Going 1 level deeper only
331        for index_2 in range(item.rowCount()):
332            item_2 = item.child(index_2)
333            if item_2 and item_2.isCheckable() and item_2.checkState() == QtCore.Qt.Checked:
334                # TODO: assure item type is correct (either data1/2D or Plotter)
335                plot_data.append((item_2, item_2.child(0).data().toPyObject()))
336
337    return plot_data
338
339def infoFromData(data):
340    """
341    Given Data1D/Data2D object, extract relevant Info elements
342    and add them to a model item
343    """
344    assert isinstance(data, (Data1D, Data2D))
345
346    info_item = QtGui.QStandardItem("Info")
347
348    title_item = QtGui.QStandardItem("Title: " + data.title)
349    info_item.appendRow(title_item)
350    run_item = QtGui.QStandardItem("Run: " + str(data.run))
351    info_item.appendRow(run_item)
352    type_item = QtGui.QStandardItem("Type: " + str(data.__class__.__name__))
353    info_item.appendRow(type_item)
354
355    if data.path:
356        path_item = QtGui.QStandardItem("Path: " + data.path)
357        info_item.appendRow(path_item)
358
359    if data.instrument:
360        instr_item = QtGui.QStandardItem("Instrument: " + data.instrument)
361        info_item.appendRow(instr_item)
362
363    process_item = QtGui.QStandardItem("Process")
364    if isinstance(data.process, list) and data.process:
365        for process in data.process:
366            process_date = process.date
367            process_date_item = QtGui.QStandardItem("Date: " + process_date)
368            process_item.appendRow(process_date_item)
369
370            process_descr = process.description
371            process_descr_item = QtGui.QStandardItem("Description: " + process_descr)
372            process_item.appendRow(process_descr_item)
373
374            process_name = process.name
375            process_name_item = QtGui.QStandardItem("Name: " + process_name)
376            process_item.appendRow(process_name_item)
377
378    info_item.appendRow(process_item)
379
380    return info_item
381
382def openLink(url):
383    """
384    Open a URL in an external browser.
385    Check the URL first, though.
386    """
387    parsed_url = urlparse.urlparse(url)
388    if parsed_url.scheme:
389        webbrowser.open(url)
390    else:
391        msg = "Attempt at opening an invalid URL"
392        raise AttributeError, msg
393
394def retrieveData1d(data):
395    """
396    Retrieve 1D data from file and construct its text
397    representation
398    """
399    if not isinstance(data, Data1D):
400        msg = "Incorrect type passed to retrieveData1d"
401        raise AttributeError, msg
402    try:
403        xmin = min(data.x)
404        ymin = min(data.y)
405    except:
406        msg = "Unable to find min/max of \n data named %s" % \
407                    data.filename
408        #logging.error(msg)
409        raise ValueError, msg
410
411    text = data.__str__()
412    text += 'Data Min Max:\n'
413    text += 'X_min = %s:  X_max = %s\n' % (xmin, max(data.x))
414    text += 'Y_min = %s:  Y_max = %s\n' % (ymin, max(data.y))
415    if data.dy != None:
416        text += 'dY_min = %s:  dY_max = %s\n' % (min(data.dy), max(data.dy))
417    text += '\nData Points:\n'
418    x_st = "X"
419    for index in range(len(data.x)):
420        if data.dy != None and len(data.dy) > index:
421            dy_val = data.dy[index]
422        else:
423            dy_val = 0.0
424        if data.dx != None and len(data.dx) > index:
425            dx_val = data.dx[index]
426        else:
427            dx_val = 0.0
428        if data.dxl != None and len(data.dxl) > index:
429            if index == 0:
430                x_st = "Xl"
431            dx_val = data.dxl[index]
432        elif data.dxw != None and len(data.dxw) > index:
433            if index == 0:
434                x_st = "Xw"
435            dx_val = data.dxw[index]
436
437        if index == 0:
438            text += "<index> \t<X> \t<Y> \t<dY> \t<d%s>\n" % x_st
439        text += "%s \t%s \t%s \t%s \t%s\n" % (index,
440                                                data.x[index],
441                                                data.y[index],
442                                                dy_val,
443                                                dx_val)
444    return text
445
446def retrieveData2d(data):
447    """
448    Retrieve 2D data from file and construct its text
449    representation
450    """
451    if not isinstance(data, Data2D):
452        msg = "Incorrect type passed to retrieveData2d"
453        raise AttributeError, msg
454
455    text = data.__str__()
456    text += 'Data Min Max:\n'
457    text += 'I_min = %s\n' % min(data.data)
458    text += 'I_max = %s\n\n' % max(data.data)
459    text += 'Data (First 2501) Points:\n'
460    text += 'Data columns include err(I).\n'
461    text += 'ASCII data starts here.\n'
462    text += "<index> \t<Qx> \t<Qy> \t<I> \t<dI> \t<dQparal> \t<dQperp>\n"
463    di_val = 0.0
464    dx_val = 0.0
465    dy_val = 0.0
466    len_data = len(data.qx_data)
467    for index in xrange(0, len_data):
468        x_val = data.qx_data[index]
469        y_val = data.qy_data[index]
470        i_val = data.data[index]
471        if data.err_data != None:
472            di_val = data.err_data[index]
473        if data.dqx_data != None:
474            dx_val = data.dqx_data[index]
475        if data.dqy_data != None:
476            dy_val = data.dqy_data[index]
477
478        text += "%s \t%s \t%s \t%s \t%s \t%s \t%s\n" % (index,
479                                                        x_val,
480                                                        y_val,
481                                                        i_val,
482                                                        di_val,
483                                                        dx_val,
484                                                        dy_val)
485        # Takes too long time for typical data2d: Break here
486        if index >= 2500:
487            text += ".............\n"
488            break
489
490    return text
491
492def onTXTSave(data, path):
493    """
494    Save file as formatted txt
495    """
496    with open(path,'w') as out:
497        has_errors = True
498        if data.dy == None or data.dy == []:
499            has_errors = False
500        # Sanity check
501        if has_errors:
502            try:
503                if len(data.y) != len(data.dy):
504                    has_errors = False
505            except:
506                has_errors = False
507        if has_errors:
508            if data.dx != None and data.dx != []:
509                out.write("<X>   <Y>   <dY>   <dX>\n")
510            else:
511                out.write("<X>   <Y>   <dY>\n")
512        else:
513            out.write("<X>   <Y>\n")
514
515        for i in range(len(data.x)):
516            if has_errors:
517                if data.dx != None and data.dx != []:
518                    if  data.dx[i] != None:
519                        out.write("%g  %g  %g  %g\n" % (data.x[i],
520                                                        data.y[i],
521                                                        data.dy[i],
522                                                        data.dx[i]))
523                    else:
524                        out.write("%g  %g  %g\n" % (data.x[i],
525                                                    data.y[i],
526                                                    data.dy[i]))
527                else:
528                    out.write("%g  %g  %g\n" % (data.x[i],
529                                                data.y[i],
530                                                data.dy[i]))
531            else:
532                out.write("%g  %g\n" % (data.x[i],
533                                        data.y[i]))
534
535def saveData1D(data):
536    """
537    Save 1D data points
538    """
539    default_name = os.path.basename(data.filename)
540    default_name, extension = os.path.splitext(default_name)
541    default_name += "_out" + extension
542
543    wildcard = "Text files (*.txt);;"\
544                "CanSAS 1D files(*.xml)"
545    kwargs = {
546        'caption'   : 'Save As',
547        'directory' : default_name,
548        'filter'    : wildcard,
549        'parent'    : None,
550    }
551    # Query user for filename.
552    filename = QtGui.QFileDialog.getSaveFileName(**kwargs)
553
554    # User cancelled.
555    if not filename:
556        return
557
558    filename = str(filename)
559
560    #Instantiate a loader
561    loader = Loader()
562    if os.path.splitext(filename)[1].lower() == ".txt":
563        onTXTSave(data, filename)
564    if os.path.splitext(filename)[1].lower() == ".xml":
565        loader.save(filename, data, ".xml")
566
567def saveData2D(data):
568    """
569    Save data2d dialog
570    """
571    default_name = os.path.basename(data.filename)
572    default_name, _ = os.path.splitext(default_name)
573    ext_format = ".dat"
574    default_name += "_out" + ext_format
575
576    wildcard = "IGOR/DAT 2D file in Q_map (*.dat)"
577    kwargs = {
578        'caption'   : 'Save As',
579        'directory' : default_name,
580        'filter'    : wildcard,
581        'parent'    : None,
582    }
583    # Query user for filename.
584    filename = QtGui.QFileDialog.getSaveFileName(**kwargs)
585
586    # User cancelled.
587    if not filename:
588        return
589    filename = str(filename)
590    #Instantiate a loader
591    loader = Loader()
592
593    if os.path.splitext(filename)[1].lower() == ext_format:
594        loader.save(filename, data, ext_format)
595
596class FormulaValidator(QtGui.QValidator):
597    def __init__(self, parent=None):
598        super(FormulaValidator, self).__init__(parent)
599 
600    def validate(self, input, pos):
601        try:
602            Formula(str(input))
603            self._setStyleSheet("")
604            return QtGui.QValidator.Acceptable, pos
605
606        except Exception as e:
607            self._setStyleSheet("background-color:pink;")
608            return QtGui.QValidator.Intermediate, pos
609
610    def _setStyleSheet(self, value):
611        try:
612            if self.parent():
613                self.parent().setStyleSheet(value)
614        except:
615            pass
616
617def xyTransform(data, xLabel="", yLabel=""):
618    """
619    Transforms x and y in View and set the scale
620    """
621    # Changing the scale might be incompatible with
622    # currently displayed data (for instance, going
623    # from ln to log when all plotted values have
624    # negative natural logs).
625    # Go linear and only change the scale at the end.
626    xscale = 'linear'
627    yscale = 'linear'
628    # Local data is either 1D or 2D
629    if data.id == 'fit':
630        return
631
632    # control axis labels from the panel itself
633    yname, yunits = data.get_yaxis()
634    xname, xunits = data.get_xaxis()
635
636    # Goes through all possible scales
637    # self.x_label is already wrapped with Latex "$", so using the argument
638
639    # X
640    if xLabel == "x":
641        data.transformX(transform.toX, transform.errToX)
642        xLabel = "%s(%s)" % (xname, xunits)
643    if xLabel == "x^(2)":
644        data.transformX(transform.toX2, transform.errToX2)
645        xunits = convert_unit(2, xunits)
646        xLabel = "%s^{2}(%s)" % (xname, xunits)
647    if xLabel == "x^(4)":
648        data.transformX(transform.toX4, transform.errToX4)
649        xunits = convert_unit(4, xunits)
650        xLabel = "%s^{4}(%s)" % (xname, xunits)
651    if xLabel == "ln(x)":
652        data.transformX(transform.toLogX, transform.errToLogX)
653        xLabel = "\ln{(%s)}(%s)" % (xname, xunits)
654    if xLabel == "log10(x)":
655        data.transformX(transform.toX_pos, transform.errToX_pos)
656        xscale = 'log'
657        xLabel = "%s(%s)" % (xname, xunits)
658    if xLabel == "log10(x^(4))":
659        data.transformX(transform.toX4, transform.errToX4)
660        xunits = convert_unit(4, xunits)
661        xLabel = "%s^{4}(%s)" % (xname, xunits)
662        xscale = 'log'
663
664    # Y
665    if yLabel == "ln(y)":
666        data.transformY(transform.toLogX, transform.errToLogX)
667        yLabel = "\ln{(%s)}(%s)" % (yname, yunits)
668    if yLabel == "y":
669        data.transformY(transform.toX, transform.errToX)
670        yLabel = "%s(%s)" % (yname, yunits)
671    if yLabel == "log10(y)":
672        data.transformY(transform.toX_pos, transform.errToX_pos)
673        yscale = 'log'
674        yLabel = "%s(%s)" % (yname, yunits)
675    if yLabel == "y^(2)":
676        data.transformY(transform.toX2, transform.errToX2)
677        yunits = convert_unit(2, yunits)
678        yLabel = "%s^{2}(%s)" % (yname, yunits)
679    if yLabel == "1/y":
680        data.transformY(transform.toOneOverX, transform.errOneOverX)
681        yunits = convert_unit(-1, yunits)
682        yLabel = "1/%s(%s)" % (yname, yunits)
683    if yLabel == "y*x^(2)":
684        data.transformY(transform.toYX2, transform.errToYX2)
685        xunits = convert_unit(2, xunits)
686        yLabel = "%s \ \ %s^{2}(%s%s)" % (yname, xname, yunits, xunits)
687    if yLabel == "y*x^(4)":
688        data.transformY(transform.toYX4, transform.errToYX4)
689        xunits = convert_unit(4, xunits)
690        yLabel = "%s \ \ %s^{4}(%s%s)" % (yname, xname, yunits, xunits)
691    if yLabel == "1/sqrt(y)":
692        data.transformY(transform.toOneOverSqrtX,
693                                transform.errOneOverSqrtX)
694        yunits = convert_unit(-0.5, yunits)
695        yLabel = "1/\sqrt{%s}(%s)" % (yname, yunits)
696    if yLabel == "ln(y*x)":
697        data.transformY(transform.toLogXY, transform.errToLogXY)
698        yLabel = "\ln{(%s \ \ %s)}(%s%s)" % (yname, xname, yunits, xunits)
699    if yLabel == "ln(y*x^(2))":
700        data.transformY(transform.toLogYX2, transform.errToLogYX2)
701        xunits = convert_unit(2, xunits)
702        yLabel = "\ln (%s \ \ %s^{2})(%s%s)" % (yname, xname, yunits, xunits)
703    if yLabel == "ln(y*x^(4))":
704        data.transformY(transform.toLogYX4, transform.errToLogYX4)
705        xunits = convert_unit(4, xunits)
706        yLabel = "\ln (%s \ \ %s^{4})(%s%s)" % (yname, xname, yunits, xunits)
707    if yLabel == "log10(y*x^(4))":
708        data.transformY(transform.toYX4, transform.errToYX4)
709        xunits = convert_unit(4, xunits)
710        yscale = 'log'
711        yLabel = "%s \ \ %s^{4}(%s%s)" % (yname, xname, yunits, xunits)
712
713    # Perform the transformation of data in data1d->View
714    data.transformView()
715
716    return (xLabel, yLabel, xscale, yscale)
717
718def dataFromItem(item):
719    """
720    Retrieve Data1D/2D component from QStandardItem.
721    The assumption - data stored in SasView standard, in child 0
722    """
723    return item.child(0).data().toPyObject()
724
725def formatNumber(value, high=False):
726    """
727    Return a float in a standardized, human-readable formatted string.
728    This is used to output readable (e.g. x.xxxe-y) values to the panel.
729    """
730    try:
731        value = float(value)
732    except:
733        output = "NaN"
734        return output.lstrip().rstrip()
735
736    if high:
737        output = "%-6.4g" % value
738
739    else:
740        output = "%-5.3g" % value
741    return output.lstrip().rstrip()
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