source: sasview/src/sas/qtgui/GuiUtils.py @ 9f25bce

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 9f25bce was 7d077d1, checked in by Piotr Rozyczko <rozyczko@…>, 8 years ago

When chart is shown - react and show changes to Qmodel

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File size: 24.9 KB
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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    # Plot update requested from a perspective
231    plotUpdateSignal = QtCore.pyqtSignal(list)
232
233    # Progress bar update value
234    progressBarUpdateSignal = QtCore.pyqtSignal(int)
235
236    # Workspace charts added/removed
237    activeGraphsSignal = QtCore.pyqtSignal(list)
238
239    # Current workspace chart's name changed
240    activeGraphName = QtCore.pyqtSignal(tuple)
241
242    # Current perspective changed
243    perspectiveChangedSignal = QtCore.pyqtSignal(str)
244
245
246def updateModelItemWithPlot(item, update_data, name=""):
247    """
248    Adds a checkboxed row named "name" to QStandardItem
249    Adds QVariant 'update_data' to that row.
250    """
251    assert isinstance(item, QtGui.QStandardItem)
252    assert isinstance(update_data, QtCore.QVariant)
253    py_update_data = update_data.toPyObject()
254
255    # Check if data with the same ID is already present
256    for index in range(item.rowCount()):
257        plot_item = item.child(index)
258        if plot_item.isCheckable():
259            plot_data = plot_item.child(0).data().toPyObject()
260            if plot_data.id is not None and plot_data.id == py_update_data.id:
261                # replace data section in item
262                plot_item.child(0).setData(update_data)
263                plot_item.setText(name)
264                # Force redisplay
265                return
266
267    # Create the new item
268    checkbox_item = createModelItemWithPlot(update_data, name)
269
270    # Append the new row to the main item
271    item.appendRow(checkbox_item)
272
273def createModelItemWithPlot(update_data, name=""):
274    """
275    Creates a checkboxed QStandardItem named "name"
276    Adds QVariant 'update_data' to that row.
277    """
278    assert isinstance(update_data, QtCore.QVariant)
279    py_update_data = update_data.toPyObject()
280
281    checkbox_item = QtGui.QStandardItem()
282    checkbox_item.setCheckable(True)
283    checkbox_item.setCheckState(QtCore.Qt.Checked)
284    checkbox_item.setText(name)
285
286    # Add "Info" item
287    if isinstance(py_update_data, (Data1D, Data2D)):
288        # If Data1/2D added - extract Info from it
289        info_item = infoFromData(py_update_data)
290    else:
291        # otherwise just add a naked item
292        info_item = QtGui.QStandardItem("Info")
293
294    # Add the actual Data1D/Data2D object
295    object_item = QtGui.QStandardItem()
296    object_item.setData(update_data)
297
298    # Set the data object as the first child
299    checkbox_item.setChild(0, object_item)
300
301    # Set info_item as the second child
302    checkbox_item.setChild(1, info_item)
303
304    # And return the newly created item
305    return checkbox_item
306
307def updateModelItem(item, update_data, name=""):
308    """
309    Adds a simple named child to QStandardItem
310    """
311    assert isinstance(item, QtGui.QStandardItem)
312    assert isinstance(update_data, list)
313
314    # Add the actual Data1D/Data2D object
315    object_item = QtGui.QStandardItem()
316    object_item.setText(name)
317    object_item.setData(QtCore.QVariant(update_data))
318
319    # Append the new row to the main item
320    item.appendRow(object_item)
321
322
323def plotsFromCheckedItems(model_item):
324    """
325    Returns the list of plots for items in the model which are checked
326    """
327    assert isinstance(model_item, QtGui.QStandardItemModel)
328
329    plot_data = []
330    # Iterate over model looking for items with checkboxes
331    for index in range(model_item.rowCount()):
332        item = model_item.item(index)
333        if item.isCheckable() and item.checkState() == QtCore.Qt.Checked:
334            # TODO: assure item type is correct (either data1/2D or Plotter)
335            plot_data.append((item, item.child(0).data().toPyObject()))
336        # Going 1 level deeper only
337        for index_2 in range(item.rowCount()):
338            item_2 = item.child(index_2)
339            if item_2 and item_2.isCheckable() and item_2.checkState() == QtCore.Qt.Checked:
340                # TODO: assure item type is correct (either data1/2D or Plotter)
341                plot_data.append((item_2, item_2.child(0).data().toPyObject()))
342
343    return plot_data
344
345def infoFromData(data):
346    """
347    Given Data1D/Data2D object, extract relevant Info elements
348    and add them to a model item
349    """
350    assert isinstance(data, (Data1D, Data2D))
351
352    info_item = QtGui.QStandardItem("Info")
353
354    title_item = QtGui.QStandardItem("Title: " + data.title)
355    info_item.appendRow(title_item)
356    run_item = QtGui.QStandardItem("Run: " + str(data.run))
357    info_item.appendRow(run_item)
358    type_item = QtGui.QStandardItem("Type: " + str(data.__class__.__name__))
359    info_item.appendRow(type_item)
360
361    if data.path:
362        path_item = QtGui.QStandardItem("Path: " + data.path)
363        info_item.appendRow(path_item)
364
365    if data.instrument:
366        instr_item = QtGui.QStandardItem("Instrument: " + data.instrument)
367        info_item.appendRow(instr_item)
368
369    process_item = QtGui.QStandardItem("Process")
370    if isinstance(data.process, list) and data.process:
371        for process in data.process:
372            process_date = process.date
373            process_date_item = QtGui.QStandardItem("Date: " + process_date)
374            process_item.appendRow(process_date_item)
375
376            process_descr = process.description
377            process_descr_item = QtGui.QStandardItem("Description: " + process_descr)
378            process_item.appendRow(process_descr_item)
379
380            process_name = process.name
381            process_name_item = QtGui.QStandardItem("Name: " + process_name)
382            process_item.appendRow(process_name_item)
383
384    info_item.appendRow(process_item)
385
386    return info_item
387
388def openLink(url):
389    """
390    Open a URL in an external browser.
391    Check the URL first, though.
392    """
393    parsed_url = urlparse.urlparse(url)
394    if parsed_url.scheme:
395        webbrowser.open(url)
396    else:
397        msg = "Attempt at opening an invalid URL"
398        raise AttributeError, msg
399
400def retrieveData1d(data):
401    """
402    Retrieve 1D data from file and construct its text
403    representation
404    """
405    if not isinstance(data, Data1D):
406        msg = "Incorrect type passed to retrieveData1d"
407        raise AttributeError, msg
408    try:
409        xmin = min(data.x)
410        ymin = min(data.y)
411    except:
412        msg = "Unable to find min/max of \n data named %s" % \
413                    data.filename
414        #logging.error(msg)
415        raise ValueError, msg
416
417    text = data.__str__()
418    text += 'Data Min Max:\n'
419    text += 'X_min = %s:  X_max = %s\n' % (xmin, max(data.x))
420    text += 'Y_min = %s:  Y_max = %s\n' % (ymin, max(data.y))
421    if data.dy != None:
422        text += 'dY_min = %s:  dY_max = %s\n' % (min(data.dy), max(data.dy))
423    text += '\nData Points:\n'
424    x_st = "X"
425    for index in range(len(data.x)):
426        if data.dy != None and len(data.dy) > index:
427            dy_val = data.dy[index]
428        else:
429            dy_val = 0.0
430        if data.dx != None and len(data.dx) > index:
431            dx_val = data.dx[index]
432        else:
433            dx_val = 0.0
434        if data.dxl != None and len(data.dxl) > index:
435            if index == 0:
436                x_st = "Xl"
437            dx_val = data.dxl[index]
438        elif data.dxw != None and len(data.dxw) > index:
439            if index == 0:
440                x_st = "Xw"
441            dx_val = data.dxw[index]
442
443        if index == 0:
444            text += "<index> \t<X> \t<Y> \t<dY> \t<d%s>\n" % x_st
445        text += "%s \t%s \t%s \t%s \t%s\n" % (index,
446                                                data.x[index],
447                                                data.y[index],
448                                                dy_val,
449                                                dx_val)
450    return text
451
452def retrieveData2d(data):
453    """
454    Retrieve 2D data from file and construct its text
455    representation
456    """
457    if not isinstance(data, Data2D):
458        msg = "Incorrect type passed to retrieveData2d"
459        raise AttributeError, msg
460
461    text = data.__str__()
462    text += 'Data Min Max:\n'
463    text += 'I_min = %s\n' % min(data.data)
464    text += 'I_max = %s\n\n' % max(data.data)
465    text += 'Data (First 2501) Points:\n'
466    text += 'Data columns include err(I).\n'
467    text += 'ASCII data starts here.\n'
468    text += "<index> \t<Qx> \t<Qy> \t<I> \t<dI> \t<dQparal> \t<dQperp>\n"
469    di_val = 0.0
470    dx_val = 0.0
471    dy_val = 0.0
472    len_data = len(data.qx_data)
473    for index in xrange(0, len_data):
474        x_val = data.qx_data[index]
475        y_val = data.qy_data[index]
476        i_val = data.data[index]
477        if data.err_data != None:
478            di_val = data.err_data[index]
479        if data.dqx_data != None:
480            dx_val = data.dqx_data[index]
481        if data.dqy_data != None:
482            dy_val = data.dqy_data[index]
483
484        text += "%s \t%s \t%s \t%s \t%s \t%s \t%s\n" % (index,
485                                                        x_val,
486                                                        y_val,
487                                                        i_val,
488                                                        di_val,
489                                                        dx_val,
490                                                        dy_val)
491        # Takes too long time for typical data2d: Break here
492        if index >= 2500:
493            text += ".............\n"
494            break
495
496    return text
497
498def onTXTSave(data, path):
499    """
500    Save file as formatted txt
501    """
502    with open(path,'w') as out:
503        has_errors = True
504        if data.dy == None or data.dy == []:
505            has_errors = False
506        # Sanity check
507        if has_errors:
508            try:
509                if len(data.y) != len(data.dy):
510                    has_errors = False
511            except:
512                has_errors = False
513        if has_errors:
514            if data.dx != None and data.dx != []:
515                out.write("<X>   <Y>   <dY>   <dX>\n")
516            else:
517                out.write("<X>   <Y>   <dY>\n")
518        else:
519            out.write("<X>   <Y>\n")
520
521        for i in range(len(data.x)):
522            if has_errors:
523                if data.dx != None and data.dx != []:
524                    if  data.dx[i] != None:
525                        out.write("%g  %g  %g  %g\n" % (data.x[i],
526                                                        data.y[i],
527                                                        data.dy[i],
528                                                        data.dx[i]))
529                    else:
530                        out.write("%g  %g  %g\n" % (data.x[i],
531                                                    data.y[i],
532                                                    data.dy[i]))
533                else:
534                    out.write("%g  %g  %g\n" % (data.x[i],
535                                                data.y[i],
536                                                data.dy[i]))
537            else:
538                out.write("%g  %g\n" % (data.x[i],
539                                        data.y[i]))
540
541def saveData1D(data):
542    """
543    Save 1D data points
544    """
545    default_name = os.path.basename(data.filename)
546    default_name, extension = os.path.splitext(default_name)
547    default_name += "_out" + extension
548
549    wildcard = "Text files (*.txt);;"\
550                "CanSAS 1D files(*.xml)"
551    kwargs = {
552        'caption'   : 'Save As',
553        'directory' : default_name,
554        'filter'    : wildcard,
555        'parent'    : None,
556    }
557    # Query user for filename.
558    filename = QtGui.QFileDialog.getSaveFileName(**kwargs)
559
560    # User cancelled.
561    if not filename:
562        return
563
564    filename = str(filename)
565
566    #Instantiate a loader
567    loader = Loader()
568    if os.path.splitext(filename)[1].lower() == ".txt":
569        onTXTSave(data, filename)
570    if os.path.splitext(filename)[1].lower() == ".xml":
571        loader.save(filename, data, ".xml")
572
573def saveData2D(data):
574    """
575    Save data2d dialog
576    """
577    default_name = os.path.basename(data.filename)
578    default_name, _ = os.path.splitext(default_name)
579    ext_format = ".dat"
580    default_name += "_out" + ext_format
581
582    wildcard = "IGOR/DAT 2D file in Q_map (*.dat)"
583    kwargs = {
584        'caption'   : 'Save As',
585        'directory' : default_name,
586        'filter'    : wildcard,
587        'parent'    : None,
588    }
589    # Query user for filename.
590    filename = QtGui.QFileDialog.getSaveFileName(**kwargs)
591
592    # User cancelled.
593    if not filename:
594        return
595    filename = str(filename)
596    #Instantiate a loader
597    loader = Loader()
598
599    if os.path.splitext(filename)[1].lower() == ext_format:
600        loader.save(filename, data, ext_format)
601
602class FormulaValidator(QtGui.QValidator):
603    def __init__(self, parent=None):
604        super(FormulaValidator, self).__init__(parent)
605 
606    def validate(self, input, pos):
607        try:
608            Formula(str(input))
609            self._setStyleSheet("")
610            return QtGui.QValidator.Acceptable, pos
611
612        except Exception as e:
613            self._setStyleSheet("background-color:pink;")
614            return QtGui.QValidator.Intermediate, pos
615
616    def _setStyleSheet(self, value):
617        try:
618            if self.parent():
619                self.parent().setStyleSheet(value)
620        except:
621            pass
622
623def xyTransform(data, xLabel="", yLabel=""):
624    """
625    Transforms x and y in View and set the scale
626    """
627    # Changing the scale might be incompatible with
628    # currently displayed data (for instance, going
629    # from ln to log when all plotted values have
630    # negative natural logs).
631    # Go linear and only change the scale at the end.
632    xscale = 'linear'
633    yscale = 'linear'
634    # Local data is either 1D or 2D
635    if data.id == 'fit':
636        return
637
638    # control axis labels from the panel itself
639    yname, yunits = data.get_yaxis()
640    xname, xunits = data.get_xaxis()
641
642    # Goes through all possible scales
643    # self.x_label is already wrapped with Latex "$", so using the argument
644
645    # X
646    if xLabel == "x":
647        data.transformX(transform.toX, transform.errToX)
648        xLabel = "%s(%s)" % (xname, xunits)
649    if xLabel == "x^(2)":
650        data.transformX(transform.toX2, transform.errToX2)
651        xunits = convert_unit(2, xunits)
652        xLabel = "%s^{2}(%s)" % (xname, xunits)
653    if xLabel == "x^(4)":
654        data.transformX(transform.toX4, transform.errToX4)
655        xunits = convert_unit(4, xunits)
656        xLabel = "%s^{4}(%s)" % (xname, xunits)
657    if xLabel == "ln(x)":
658        data.transformX(transform.toLogX, transform.errToLogX)
659        xLabel = "\ln{(%s)}(%s)" % (xname, xunits)
660    if xLabel == "log10(x)":
661        data.transformX(transform.toX_pos, transform.errToX_pos)
662        xscale = 'log'
663        xLabel = "%s(%s)" % (xname, xunits)
664    if xLabel == "log10(x^(4))":
665        data.transformX(transform.toX4, transform.errToX4)
666        xunits = convert_unit(4, xunits)
667        xLabel = "%s^{4}(%s)" % (xname, xunits)
668        xscale = 'log'
669
670    # Y
671    if yLabel == "ln(y)":
672        data.transformY(transform.toLogX, transform.errToLogX)
673        yLabel = "\ln{(%s)}(%s)" % (yname, yunits)
674    if yLabel == "y":
675        data.transformY(transform.toX, transform.errToX)
676        yLabel = "%s(%s)" % (yname, yunits)
677    if yLabel == "log10(y)":
678        data.transformY(transform.toX_pos, transform.errToX_pos)
679        yscale = 'log'
680        yLabel = "%s(%s)" % (yname, yunits)
681    if yLabel == "y^(2)":
682        data.transformY(transform.toX2, transform.errToX2)
683        yunits = convert_unit(2, yunits)
684        yLabel = "%s^{2}(%s)" % (yname, yunits)
685    if yLabel == "1/y":
686        data.transformY(transform.toOneOverX, transform.errOneOverX)
687        yunits = convert_unit(-1, yunits)
688        yLabel = "1/%s(%s)" % (yname, yunits)
689    if yLabel == "y*x^(2)":
690        data.transformY(transform.toYX2, transform.errToYX2)
691        xunits = convert_unit(2, xunits)
692        yLabel = "%s \ \ %s^{2}(%s%s)" % (yname, xname, yunits, xunits)
693    if yLabel == "y*x^(4)":
694        data.transformY(transform.toYX4, transform.errToYX4)
695        xunits = convert_unit(4, xunits)
696        yLabel = "%s \ \ %s^{4}(%s%s)" % (yname, xname, yunits, xunits)
697    if yLabel == "1/sqrt(y)":
698        data.transformY(transform.toOneOverSqrtX,
699                                transform.errOneOverSqrtX)
700        yunits = convert_unit(-0.5, yunits)
701        yLabel = "1/\sqrt{%s}(%s)" % (yname, yunits)
702    if yLabel == "ln(y*x)":
703        data.transformY(transform.toLogXY, transform.errToLogXY)
704        yLabel = "\ln{(%s \ \ %s)}(%s%s)" % (yname, xname, yunits, xunits)
705    if yLabel == "ln(y*x^(2))":
706        data.transformY(transform.toLogYX2, transform.errToLogYX2)
707        xunits = convert_unit(2, xunits)
708        yLabel = "\ln (%s \ \ %s^{2})(%s%s)" % (yname, xname, yunits, xunits)
709    if yLabel == "ln(y*x^(4))":
710        data.transformY(transform.toLogYX4, transform.errToLogYX4)
711        xunits = convert_unit(4, xunits)
712        yLabel = "\ln (%s \ \ %s^{4})(%s%s)" % (yname, xname, yunits, xunits)
713    if yLabel == "log10(y*x^(4))":
714        data.transformY(transform.toYX4, transform.errToYX4)
715        xunits = convert_unit(4, xunits)
716        yscale = 'log'
717        yLabel = "%s \ \ %s^{4}(%s%s)" % (yname, xname, yunits, xunits)
718
719    # Perform the transformation of data in data1d->View
720    data.transformView()
721
722    return (xLabel, yLabel, xscale, yscale)
723
724def dataFromItem(item):
725    """
726    Retrieve Data1D/2D component from QStandardItem.
727    The assumption - data stored in SasView standard, in child 0
728    """
729    return item.child(0).data().toPyObject()
730
731def formatNumber(value, high=False):
732    """
733    Return a float in a standardized, human-readable formatted string.
734    This is used to output readable (e.g. x.xxxe-y) values to the panel.
735    """
736    try:
737        value = float(value)
738    except:
739        output = "NaN"
740        return output.lstrip().rstrip()
741
742    if high:
743        output = "%-6.4g" % value
744
745    else:
746        output = "%-5.3g" % value
747    return output.lstrip().rstrip()
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