source: sasview/src/sas/qtgui/GuiUtils.py @ bda1faa7

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 bda1faa7 was 3bdbfcc, checked in by Piotr Rozyczko <rozyczko@…>, 8 years ago

Reimplementation of the slicer functionality
  • Property mode set to 100644
File size: 24.0 KB
Line 
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 plot requested from the GUI manager
224    # Old "NewPlotEvent"
225    plotRequestedSignal = QtCore.pyqtSignal(str)
226
227    # Progress bar update value
228    progressBarUpdateSignal = QtCore.pyqtSignal(int)
229
230    # Workspace charts added/removed
231    activeGraphsSignal = QtCore.pyqtSignal(list)
232
233    # Current workspace chart's name changed
234    activeGraphName = QtCore.pyqtSignal(tuple)
235
236
237def updateModelItemWithPlot(item, update_data, name=""):
238    """
239    Adds a checkboxed row named "name" to QStandardItem
240    Adds QVariant 'update_data' to that row.
241    """
242    assert isinstance(item, QtGui.QStandardItem)
243    assert isinstance(update_data, QtCore.QVariant)
244    py_update_data = update_data.toPyObject()
245
246    # Check if data with the same ID is already present
247    for index in range(item.rowCount()):
248        plot_item = item.child(index)
249        if plot_item.isCheckable():
250            plot_data = plot_item.child(0).data().toPyObject()
251            if plot_data.id == py_update_data.id:
252                item.removeRow(index)
253                break
254
255    checkbox_item = QtGui.QStandardItem(True)
256    checkbox_item.setCheckable(True)
257    checkbox_item.setCheckState(QtCore.Qt.Checked)
258    checkbox_item.setText(name)
259
260    # Add "Info" item
261    if isinstance(py_update_data, (Data1D or Data2D)):
262        # If Data1/2D added - extract Info from it
263        info_item = infoFromData(py_update_data)
264    else:
265        # otherwise just add a naked item
266        info_item = QtGui.QStandardItem("Info")
267
268    # Add the actual Data1D/Data2D object
269    object_item = QtGui.QStandardItem()
270    object_item.setData(update_data)
271
272    # Set the data object as the first child
273    checkbox_item.setChild(0, object_item)
274
275    # Set info_item as the second child
276    checkbox_item.setChild(1, info_item)
277
278    # Append the new row to the main item
279    item.appendRow(checkbox_item)
280
281def updateModelItem(item, update_data, name=""):
282    """
283    Adds a simple named child to QStandardItem
284    """
285    assert isinstance(item, QtGui.QStandardItem)
286    assert isinstance(update_data, list)
287
288    # Add the actual Data1D/Data2D object
289    object_item = QtGui.QStandardItem()
290    object_item.setText(name)
291    object_item.setData(QtCore.QVariant(update_data))
292
293    # Append the new row to the main item
294    item.appendRow(object_item)
295
296
297def plotsFromCheckedItems(model_item):
298    """
299    Returns the list of plots for items in the model which are checked
300    """
301    assert isinstance(model_item, QtGui.QStandardItemModel)
302
303    plot_data = []
304    # Iterate over model looking for items with checkboxes
305    for index in range(model_item.rowCount()):
306        item = model_item.item(index)
307        if item.isCheckable() and item.checkState() == QtCore.Qt.Checked:
308            # TODO: assure item type is correct (either data1/2D or Plotter)
309            plot_data.append((item, item.child(0).data().toPyObject()))
310        # Going 1 level deeper only
311        for index_2 in range(item.rowCount()):
312            item_2 = item.child(index_2)
313            if item_2 and item_2.isCheckable() and item_2.checkState() == QtCore.Qt.Checked:
314                # TODO: assure item type is correct (either data1/2D or Plotter)
315                plot_data.append((item_2, item_2.child(0).data().toPyObject()))
316
317    return plot_data
318
319def infoFromData(data):
320    """
321    Given Data1D/Data2D object, extract relevant Info elements
322    and add them to a model item
323    """
324    assert isinstance(data, (Data1D, Data2D))
325
326    info_item = QtGui.QStandardItem("Info")
327
328    title_item = QtGui.QStandardItem("Title: " + data.title)
329    info_item.appendRow(title_item)
330    run_item = QtGui.QStandardItem("Run: " + str(data.run))
331    info_item.appendRow(run_item)
332    type_item = QtGui.QStandardItem("Type: " + str(data.__class__.__name__))
333    info_item.appendRow(type_item)
334
335    if data.path:
336        path_item = QtGui.QStandardItem("Path: " + data.path)
337        info_item.appendRow(path_item)
338
339    if data.instrument:
340        instr_item = QtGui.QStandardItem("Instrument: " + data.instrument)
341        info_item.appendRow(instr_item)
342
343    process_item = QtGui.QStandardItem("Process")
344    if isinstance(data.process, list) and data.process:
345        for process in data.process:
346            process_date = process.date
347            process_date_item = QtGui.QStandardItem("Date: " + process_date)
348            process_item.appendRow(process_date_item)
349
350            process_descr = process.description
351            process_descr_item = QtGui.QStandardItem("Description: " + process_descr)
352            process_item.appendRow(process_descr_item)
353
354            process_name = process.name
355            process_name_item = QtGui.QStandardItem("Name: " + process_name)
356            process_item.appendRow(process_name_item)
357
358    info_item.appendRow(process_item)
359
360    return info_item
361
362def openLink(url):
363    """
364    Open a URL in an external browser.
365    Check the URL first, though.
366    """
367    parsed_url = urlparse.urlparse(url)
368    if parsed_url.scheme:
369        webbrowser.open(url)
370    else:
371        msg = "Attempt at opening an invalid URL"
372        raise AttributeError, msg
373
374def retrieveData1d(data):
375    """
376    Retrieve 1D data from file and construct its text
377    representation
378    """
379    if not isinstance(data, Data1D):
380        msg = "Incorrect type passed to retrieveData1d"
381        raise AttributeError, msg
382    try:
383        xmin = min(data.x)
384        ymin = min(data.y)
385    except:
386        msg = "Unable to find min/max of \n data named %s" % \
387                    data.filename
388        #logging.error(msg)
389        raise ValueError, msg
390
391    text = data.__str__()
392    text += 'Data Min Max:\n'
393    text += 'X_min = %s:  X_max = %s\n' % (xmin, max(data.x))
394    text += 'Y_min = %s:  Y_max = %s\n' % (ymin, max(data.y))
395    if data.dy != None:
396        text += 'dY_min = %s:  dY_max = %s\n' % (min(data.dy), max(data.dy))
397    text += '\nData Points:\n'
398    x_st = "X"
399    for index in range(len(data.x)):
400        if data.dy != None and len(data.dy) > index:
401            dy_val = data.dy[index]
402        else:
403            dy_val = 0.0
404        if data.dx != None and len(data.dx) > index:
405            dx_val = data.dx[index]
406        else:
407            dx_val = 0.0
408        if data.dxl != None and len(data.dxl) > index:
409            if index == 0:
410                x_st = "Xl"
411            dx_val = data.dxl[index]
412        elif data.dxw != None and len(data.dxw) > index:
413            if index == 0:
414                x_st = "Xw"
415            dx_val = data.dxw[index]
416
417        if index == 0:
418            text += "<index> \t<X> \t<Y> \t<dY> \t<d%s>\n" % x_st
419        text += "%s \t%s \t%s \t%s \t%s\n" % (index,
420                                                data.x[index],
421                                                data.y[index],
422                                                dy_val,
423                                                dx_val)
424    return text
425
426def retrieveData2d(data):
427    """
428    Retrieve 2D data from file and construct its text
429    representation
430    """
431    if not isinstance(data, Data2D):
432        msg = "Incorrect type passed to retrieveData2d"
433        raise AttributeError, msg
434
435    text = data.__str__()
436    text += 'Data Min Max:\n'
437    text += 'I_min = %s\n' % min(data.data)
438    text += 'I_max = %s\n\n' % max(data.data)
439    text += 'Data (First 2501) Points:\n'
440    text += 'Data columns include err(I).\n'
441    text += 'ASCII data starts here.\n'
442    text += "<index> \t<Qx> \t<Qy> \t<I> \t<dI> \t<dQparal> \t<dQperp>\n"
443    di_val = 0.0
444    dx_val = 0.0
445    dy_val = 0.0
446    len_data = len(data.qx_data)
447    for index in xrange(0, len_data):
448        x_val = data.qx_data[index]
449        y_val = data.qy_data[index]
450        i_val = data.data[index]
451        if data.err_data != None:
452            di_val = data.err_data[index]
453        if data.dqx_data != None:
454            dx_val = data.dqx_data[index]
455        if data.dqy_data != None:
456            dy_val = data.dqy_data[index]
457
458        text += "%s \t%s \t%s \t%s \t%s \t%s \t%s\n" % (index,
459                                                        x_val,
460                                                        y_val,
461                                                        i_val,
462                                                        di_val,
463                                                        dx_val,
464                                                        dy_val)
465        # Takes too long time for typical data2d: Break here
466        if index >= 2500:
467            text += ".............\n"
468            break
469
470    return text
471
472def onTXTSave(data, path):
473    """
474    Save file as formatted txt
475    """
476    with open(path,'w') as out:
477        has_errors = True
478        if data.dy == None or data.dy == []:
479            has_errors = False
480        # Sanity check
481        if has_errors:
482            try:
483                if len(data.y) != len(data.dy):
484                    has_errors = False
485            except:
486                has_errors = False
487        if has_errors:
488            if data.dx != None and data.dx != []:
489                out.write("<X>   <Y>   <dY>   <dX>\n")
490            else:
491                out.write("<X>   <Y>   <dY>\n")
492        else:
493            out.write("<X>   <Y>\n")
494
495        for i in range(len(data.x)):
496            if has_errors:
497                if data.dx != None and data.dx != []:
498                    if  data.dx[i] != None:
499                        out.write("%g  %g  %g  %g\n" % (data.x[i],
500                                                        data.y[i],
501                                                        data.dy[i],
502                                                        data.dx[i]))
503                    else:
504                        out.write("%g  %g  %g\n" % (data.x[i],
505                                                    data.y[i],
506                                                    data.dy[i]))
507                else:
508                    out.write("%g  %g  %g\n" % (data.x[i],
509                                                data.y[i],
510                                                data.dy[i]))
511            else:
512                out.write("%g  %g\n" % (data.x[i],
513                                        data.y[i]))
514
515def saveData1D(data):
516    """
517    Save 1D data points
518    """
519    default_name = os.path.basename(data.filename)
520    default_name, extension = os.path.splitext(default_name)
521    default_name += "_out" + extension
522
523    wildcard = "Text files (*.txt);;"\
524                "CanSAS 1D files(*.xml)"
525    kwargs = {
526        'caption'   : 'Save As',
527        'directory' : default_name,
528        'filter'    : wildcard,
529        'parent'    : None,
530    }
531    # Query user for filename.
532    filename = QtGui.QFileDialog.getSaveFileName(**kwargs)
533
534    # User cancelled.
535    if not filename:
536        return
537
538    filename = str(filename)
539
540    #Instantiate a loader
541    loader = Loader()
542    if os.path.splitext(filename)[1].lower() == ".txt":
543        onTXTSave(data, filename)
544    if os.path.splitext(filename)[1].lower() == ".xml":
545        loader.save(filename, data, ".xml")
546
547def saveData2D(data):
548    """
549    Save data2d dialog
550    """
551    default_name = os.path.basename(data.filename)
552    default_name, _ = os.path.splitext(default_name)
553    ext_format = ".dat"
554    default_name += "_out" + ext_format
555
556    wildcard = "IGOR/DAT 2D file in Q_map (*.dat)"
557    kwargs = {
558        'caption'   : 'Save As',
559        'directory' : default_name,
560        'filter'    : wildcard,
561        'parent'    : None,
562    }
563    # Query user for filename.
564    filename = QtGui.QFileDialog.getSaveFileName(**kwargs)
565
566    # User cancelled.
567    if not filename:
568        return
569    filename = str(filename)
570    #Instantiate a loader
571    loader = Loader()
572
573    if os.path.splitext(filename)[1].lower() == ext_format:
574        loader.save(filename, data, ext_format)
575
576class FormulaValidator(QtGui.QValidator):
577    def __init__(self, parent=None):
578        super(FormulaValidator, self).__init__(parent)
579 
580    def validate(self, input, pos):
581        try:
582            Formula(str(input))
583            self._setStyleSheet("")
584            return QtGui.QValidator.Acceptable, pos
585
586        except Exception as e:
587            self._setStyleSheet("background-color:pink;")
588            return QtGui.QValidator.Intermediate, pos
589
590    def _setStyleSheet(self, value):
591        try:
592            if self.parent():
593                self.parent().setStyleSheet(value)
594        except:
595            pass
596
597def xyTransform(data, xLabel="", yLabel=""):
598    """
599    Transforms x and y in View and set the scale
600    """
601    # Changing the scale might be incompatible with
602    # currently displayed data (for instance, going
603    # from ln to log when all plotted values have
604    # negative natural logs).
605    # Go linear and only change the scale at the end.
606    xscale = 'linear'
607    yscale = 'linear'
608    # Local data is either 1D or 2D
609    if data.id == 'fit':
610        return
611
612    # control axis labels from the panel itself
613    yname, yunits = data.get_yaxis()
614    xname, xunits = data.get_xaxis()
615
616    # Goes through all possible scales
617    # self.x_label is already wrapped with Latex "$", so using the argument
618
619    # X
620    if xLabel == "x":
621        data.transformX(transform.toX, transform.errToX)
622        xLabel = "%s(%s)" % (xname, xunits)
623    if xLabel == "x^(2)":
624        data.transformX(transform.toX2, transform.errToX2)
625        xunits = convert_unit(2, xunits)
626        xLabel = "%s^{2}(%s)" % (xname, xunits)
627    if xLabel == "x^(4)":
628        data.transformX(transform.toX4, transform.errToX4)
629        xunits = convert_unit(4, xunits)
630        xLabel = "%s^{4}(%s)" % (xname, xunits)
631    if xLabel == "ln(x)":
632        data.transformX(transform.toLogX, transform.errToLogX)
633        xLabel = "\ln{(%s)}(%s)" % (xname, xunits)
634    if xLabel == "log10(x)":
635        data.transformX(transform.toX_pos, transform.errToX_pos)
636        xscale = 'log'
637        xLabel = "%s(%s)" % (xname, xunits)
638    if xLabel == "log10(x^(4))":
639        data.transformX(transform.toX4, transform.errToX4)
640        xunits = convert_unit(4, xunits)
641        xLabel = "%s^{4}(%s)" % (xname, xunits)
642        xscale = 'log'
643
644    # Y
645    if yLabel == "ln(y)":
646        data.transformY(transform.toLogX, transform.errToLogX)
647        yLabel = "\ln{(%s)}(%s)" % (yname, yunits)
648    if yLabel == "y":
649        data.transformY(transform.toX, transform.errToX)
650        yLabel = "%s(%s)" % (yname, yunits)
651    if yLabel == "log10(y)":
652        data.transformY(transform.toX_pos, transform.errToX_pos)
653        yscale = 'log'
654        yLabel = "%s(%s)" % (yname, yunits)
655    if yLabel == "y^(2)":
656        data.transformY(transform.toX2, transform.errToX2)
657        yunits = convert_unit(2, yunits)
658        yLabel = "%s^{2}(%s)" % (yname, yunits)
659    if yLabel == "1/y":
660        data.transformY(transform.toOneOverX, transform.errOneOverX)
661        yunits = convert_unit(-1, yunits)
662        yLabel = "1/%s(%s)" % (yname, yunits)
663    if yLabel == "y*x^(2)":
664        data.transformY(transform.toYX2, transform.errToYX2)
665        xunits = convert_unit(2, xunits)
666        yLabel = "%s \ \ %s^{2}(%s%s)" % (yname, xname, yunits, xunits)
667    if yLabel == "y*x^(4)":
668        data.transformY(transform.toYX4, transform.errToYX4)
669        xunits = convert_unit(4, xunits)
670        yLabel = "%s \ \ %s^{4}(%s%s)" % (yname, xname, yunits, xunits)
671    if yLabel == "1/sqrt(y)":
672        data.transformY(transform.toOneOverSqrtX,
673                                transform.errOneOverSqrtX)
674        yunits = convert_unit(-0.5, yunits)
675        yLabel = "1/\sqrt{%s}(%s)" % (yname, yunits)
676    if yLabel == "ln(y*x)":
677        data.transformY(transform.toLogXY, transform.errToLogXY)
678        yLabel = "\ln{(%s \ \ %s)}(%s%s)" % (yname, xname, yunits, xunits)
679    if yLabel == "ln(y*x^(2))":
680        data.transformY(transform.toLogYX2, transform.errToLogYX2)
681        xunits = convert_unit(2, xunits)
682        yLabel = "\ln (%s \ \ %s^{2})(%s%s)" % (yname, xname, yunits, xunits)
683    if yLabel == "ln(y*x^(4))":
684        data.transformY(transform.toLogYX4, transform.errToLogYX4)
685        xunits = convert_unit(4, xunits)
686        yLabel = "\ln (%s \ \ %s^{4})(%s%s)" % (yname, xname, yunits, xunits)
687    if yLabel == "log10(y*x^(4))":
688        data.transformY(transform.toYX4, transform.errToYX4)
689        xunits = convert_unit(4, xunits)
690        yscale = 'log'
691        yLabel = "%s \ \ %s^{4}(%s%s)" % (yname, xname, yunits, xunits)
692
693    # Perform the transformation of data in data1d->View
694    data.transformView()
695
696    return (xLabel, yLabel, xscale, yscale)
697
698def dataFromItem(item):
699    """
700    Retrieve Data1D/2D component from QStandardItem.
701    The assumption - data stored in SasView standard, in child 0
702    """
703    return item.child(0).data().toPyObject()
704
705def formatNumber(value, high=False):
706    """
707    Return a float in a standardized, human-readable formatted string.
708    This is used to output readable (e.g. x.xxxe-y) values to the panel.
709    """
710    try:
711        value = float(value)
712    except:
713        output = "NaN"
714        return output.lstrip().rstrip()
715
716    if high:
717        output = "%-6.4g" % value
718
719    else:
720        output = "%-5.3g" % value
721    return output.lstrip().rstrip()
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