source: sasview/src/sas/perspectives/fitting/simfitpage.py @ d7b4decd

"""
    Simultaneous fit page
"""
import sys
from collections import namedtuple

import wx
import wx.lib.newevent
from wx.lib.scrolledpanel import ScrolledPanel

from sas.guiframe.events import StatusEvent
from sas.guiframe.panel_base import PanelBase
from sas.guiframe.events import PanelOnFocusEvent
from sas.guiframe.utils import IdList

#Control panel width 
if sys.platform.count("darwin") == 0:
    PANEL_WID = 420
    FONT_VARIANT = 0
else:
    PANEL_WID = 490
    FONT_VARIANT = 1


# Each constraint requires five widgets and sizer.  Package them in
# a named tuple for easy access.
ConstraintLine = namedtuple('ConstraintLine',
        'model_cbox param_cbox egal_txt constraint btRemove sizer')

def get_fittableParam(model):
    """
    return list of fittable parameters name of a model

    :param model: the model used

    """
    fittable_param = []
    for item in model.getParamList():
        if not item  in model.getDispParamList():
            if not item in model.non_fittable:
                fittable_param.append(item)

    for item in model.fixed:
        fittable_param.append(item)

    return fittable_param

class SimultaneousFitPage(ScrolledPanel, PanelBase):
    """
    Simultaneous fitting panel
    All that needs to be defined are the
    two data members window_name and window_caption
    """
    ## Internal name for the AUI manager
    window_name = "simultaneous Fit page"
    ## Title to appear on top of the window
    window_caption = "Simultaneous Fit Page"
    ID_SET_ALL = wx.NewId()
    ID_FIT = wx.NewId()
    ID_ADD = wx.NewId()
    _id_pool = IdList()

    def __init__(self, parent, page_finder={}, id=wx.ID_ANY, batch_on=False,
                 *args, **kwargs):
        ScrolledPanel.__init__(self, parent, id=id,
                               style=wx.FULL_REPAINT_ON_RESIZE,
                               *args, **kwargs)
        PanelBase.__init__(self, parent)
        """
        Simultaneous page display
        """
        self._ids = iter(self._id_pool)
        self.SetupScrolling()
        ##Font size
        self.SetWindowVariant(variant=FONT_VARIANT)
        self.uid = wx.NewId()
        self.parent = parent
        self.batch_on = batch_on
        ## store page_finder
        self.page_finder = page_finder
        ## list contaning info to set constraint
        ## look like self.constraint_dict[page_id]= page
        self.constraint_dict = {}
        ## item list
        # self.constraints_list=[combobox1, combobox2,=,textcrtl, button ]
        self.constraints_list = []
        ## list of current model
        self.model_list = []
        ## selected mdoel to fit
        self.model_toFit = []
        ## number of constraint
        self.nb_constraint = 0
        self.model_cbox_left = None
        self.model_cbox_right = None
        ## draw page
        self.define_page_structure()
        self.draw_page()
        self.set_layout()
        self._set_save_flag(False)

    def define_page_structure(self):
        """
        Create empty sizer for a panel
        """
        self.vbox = wx.BoxSizer(wx.VERTICAL)
        self.sizer1 = wx.BoxSizer(wx.VERTICAL)
        self.sizer2 = wx.BoxSizer(wx.VERTICAL)
        self.sizer3 = wx.BoxSizer(wx.VERTICAL)

        self.sizer1.SetMinSize((PANEL_WID, -1))
        self.sizer2.SetMinSize((PANEL_WID, -1))
        self.sizer3.SetMinSize((PANEL_WID, -1))
        self.vbox.Add(self.sizer1)
        self.vbox.Add(self.sizer2)
        self.vbox.Add(self.sizer3)

    def set_scroll(self):
        """
        """
        self.Layout()

    def set_layout(self):
        """
        layout
        """
        self.vbox.Layout()
        self.vbox.Fit(self)
        self.SetSizer(self.vbox)
        self.set_scroll()
        self.Centre()

    def onRemove(self, event):
        """
        Remove constraint fields
        """
        if len(self.constraints_list) == 1:
            self.hide_constraint.SetValue(True)
            self._hide_constraint()
            return
        if len(self.constraints_list) == 0:
            return
        wx.CallAfter(self._remove_after, event.GetId())
        #self._onAdd_constraint(None)

    def _remove_after(self, id):
        for item in self.constraints_list:
            if id == item.btRemove.GetId():
                self.sizer_constraints.Hide(item.sizer)
                item.sizer.Clear(True)
                self.sizer_constraints.Remove(item.sizer)
                ##self.SetScrollbars(20,20,25,65)
                self.constraints_list.remove(item)
                self.nb_constraint -= 1
                self.sizer2.Layout()
                self.Layout()
                break

    def onFit(self, event):
        """
        signal for fitting

        """
        flag = False
        # check if the current page a simultaneous fit page or a batch page
        if self == self._manager.sim_page:
            flag = (self._manager.sim_page.uid == self.uid)

        ## making sure all parameters content a constraint
        if not self.batch_on and self.show_constraint.GetValue():
            if not self._set_constraint():
                return
        ## model was actually selected from this page to be fit
        if len(self.model_toFit) >= 1:
            self.manager._reset_schedule_problem(value=0)
            for item in self.model_list:
                if item[0].GetValue():
                    self.manager.schedule_for_fit(value=1, uid=item[2])
            try:
                if not self.manager.onFit(uid=self.uid):
                    return
            except:
                msg = "Select at least one parameter to fit in the FitPages."
                wx.PostEvent(self.parent.parent, StatusEvent(status=msg))
        else:
            msg = "Select at least one model check box to fit "
            wx.PostEvent(self.parent.parent, StatusEvent(status=msg))

    def set_manager(self, manager):
        """
        set panel manager

        :param manager: instance of plugin fitting

        """
        self.manager = manager

    def check_all_model_name(self, event=None):
        """
        check all models names
        """
        self.model_toFit = []
        if self.cb1.GetValue() == True:
            for item in self.model_list:
                if item[0].IsEnabled():
                    item[0].SetValue(True)
                    self.model_toFit.append(item)

            ## constraint info
            self._store_model()
            if not self.batch_on:
                ## display constraint fields
                if (self.show_constraint.GetValue() and
                                 len(self.constraints_list) == 0):
                    self._show_all_constraint()
                    self._show_constraint()
        else:
            for item in self.model_list:
                item[0].SetValue(False)

            if not self.batch_on:
                ##constraint info
                self._hide_constraint()

        self._update_easy_setup_cb()
        self.Layout()
        self.Refresh()

    def check_model_name(self, event):
        """
        Save information related to checkbox and their states
        """
        self.model_toFit = []
        cbox = event.GetEventObject()
        for item in self.model_list:
            if item[0].GetValue() == True:
                self.model_toFit.append(item)
            else:
                if item in self.model_toFit:
                    self.model_toFit.remove(item)
                    self.cb1.SetValue(False)

        ## display constraint fields
        if len(self.model_toFit) >= 1:
            self._store_model()
            if not self.batch_on and self.show_constraint.GetValue() and\
                             len(self.constraints_list) == 0:
                self._show_all_constraint()
                self._show_constraint()

        elif len(self.model_toFit) < 1:
            ##constraint info
            self._hide_constraint()

        self._update_easy_setup_cb()
        ## set the value of the main check button
        if len(self.model_list) == len(self.model_toFit):
            self.cb1.SetValue(True)
            self.Layout()
            return
        else:
            self.cb1.SetValue(False)
            self.Layout()

    def _update_easy_setup_cb(self):
        """
        Update easy setup combobox on selecting a model
        """
        if self.model_cbox_left == None or self.model_cbox_right == None:
            return

        models = [(item[3].name, item[3]) for item in self.model_toFit]
        setComboBoxItems(self.model_cbox_left, models)
        setComboBoxItems(self.model_cbox_right, models)
        for item in self.constraints_list:
            setComboBoxItems(item[0], models)
        if self.model_cbox_left.GetSelection() == wx.NOT_FOUND:
            self.model_cbox_left.SetSelection(0)
        self.sizer2.Layout()
        self.sizer3.Layout()

    def draw_page(self):
        """
        Draw a sizer containing couples of data and model
        """
        self.model_list = []
        self.model_toFit = []
        self.constraints_list = []
        self.constraint_dict = {}
        self.nb_constraint = 0
        self.model_cbox_left = None
        self.model_cbox_right = None

        if len(self.model_list) > 0:
            for item in self.model_list:
                item[0].SetValue(False)
                self.manager.schedule_for_fit(value=0, uid=item[2])

        self.sizer1.Clear(True)
        box_description = wx.StaticBox(self, wx.ID_ANY, "Fit Combinations")
        boxsizer1 = wx.StaticBoxSizer(box_description, wx.VERTICAL)
        sizer_title = wx.BoxSizer(wx.HORIZONTAL)
        sizer_couples = wx.GridBagSizer(5, 5)
        #------------------------------------------------------
        if len(self.page_finder) == 0:
            msg = " No fit combinations are found! \n\n"
            msg += " Please load data and set up "
            msg += "at least two fit panels first..."
            sizer_title.Add(wx.StaticText(self, wx.ID_ANY, msg))
        else:
            ## store model
            self._store_model()

            self.cb1 = wx.CheckBox(self, wx.ID_ANY, 'Select all')
            self.cb1.SetValue(False)

            wx.EVT_CHECKBOX(self, self.cb1.GetId(), self.check_all_model_name)

            sizer_title.Add((10, 10), 0,
                wx.TOP | wx.BOTTOM | wx.EXPAND | wx.ADJUST_MINSIZE, border=5)
            sizer_title.Add(self.cb1, 0,
                wx.TOP | wx.BOTTOM | wx.LEFT | wx.EXPAND | wx.ADJUST_MINSIZE, border=5)

            ## draw list of model and data name
            self._fill_sizer_model_list(sizer_couples)
            ## draw the sizer containing constraint info
            if not self.batch_on:
                self._fill_sizer_constraint()
            ## draw fit button
            self._fill_sizer_fit()
        #--------------------------------------------------------
        boxsizer1.Add(sizer_title, flag=wx.TOP | wx.BOTTOM, border=5)
        boxsizer1.Add(sizer_couples, 1, flag=wx.TOP | wx.BOTTOM, border=5)

        self.sizer1.Add(boxsizer1, 1, wx.EXPAND | wx.ALL, 10)
        self.sizer1.Layout()
        #self.SetScrollbars(20,20,25,65)
        self.AdjustScrollbars()
        self.Layout()

    def _store_model(self):
        """
         Store selected model
        """
        if len(self.model_toFit) < 1:
            return
        for item in self.model_toFit:
            model = item[3]
            page_id = item[2]
            self.constraint_dict[page_id] = model

    def _display_constraint(self, event):
        """
        Show fields to add constraint
        """
        if len(self.model_toFit) < 1:
            msg = "Select at least 1 model to add constraint "
            wx.PostEvent(self.parent.parent, StatusEvent(status=msg))
            ## hide button
            self._hide_constraint()
            return
        if self.show_constraint.GetValue():
            self._show_all_constraint()
            self._show_constraint()
            self.Layout()
            return
        else:
            self._hide_constraint()
            self.Layout()
            return

    def _show_all_constraint(self):
        """
        Show constraint fields
        """
        box_description = wx.StaticBox(self, wx.ID_ANY, "Easy Setup ")
        boxsizer = wx.StaticBoxSizer(box_description, wx.HORIZONTAL)
        sizer_constraint = wx.BoxSizer(wx.HORIZONTAL)
        self.model_cbox_left = wx.ComboBox(self, wx.ID_ANY, style=wx.CB_READONLY)
        self.model_cbox_left.Clear()
        self.model_cbox_right = wx.ComboBox(self, wx.ID_ANY, style=wx.CB_READONLY)
        self.model_cbox_right.Clear()
        wx.EVT_COMBOBOX(self.model_cbox_left, wx.ID_ANY, self._on_select_modelcb)
        wx.EVT_COMBOBOX(self.model_cbox_right, wx.ID_ANY, self._on_select_modelcb)
        egal_txt = wx.StaticText(self, wx.ID_ANY, " = ")
        self.set_button = wx.Button(self, self.ID_SET_ALL, 'Set All')
        self.set_button.Bind(wx.EVT_BUTTON, self._on_set_all_equal,
                             id=self.set_button.GetId())
        set_tip = "Add constraints for all the adjustable parameters "
        set_tip += "(checked in FitPages) if exist."
        self.set_button.SetToolTipString(set_tip)
        self.set_button.Disable()

        for id, model in self.constraint_dict.iteritems():
            ## check if all parameters have been selected for constraint
            ## then do not allow add constraint on parameters
            self.model_cbox_left.Append(str(model.name), model)
        self.model_cbox_left.Select(0)
        for id, model in self.constraint_dict.iteritems():
            ## check if all parameters have been selected for constraint
            ## then do not allow add constraint on parameters
            self.model_cbox_right.Append(str(model.name), model)
        boxsizer.Add(self.model_cbox_left,
                             flag=wx.RIGHT | wx.EXPAND, border=10)
        #boxsizer.Add(wx.StaticText(self, wx.ID_ANY, ".parameters"),
        #                     flag=wx.RIGHT | wx.EXPAND, border=5)
        boxsizer.Add(egal_txt, flag=wx.RIGHT | wx.EXPAND, border=5)
        boxsizer.Add(self.model_cbox_right,
                             flag=wx.RIGHT | wx.EXPAND, border=10)
        #boxsizer.Add(wx.StaticText(self, wx.ID_ANY, ".parameters"),
        #                     flag=wx.RIGHT | wx.EXPAND, border=5)
        boxsizer.Add((20, -1))
        boxsizer.Add(self.set_button, flag=wx.RIGHT | wx.EXPAND, border=5)
        sizer_constraint.Add(boxsizer, flag=wx.RIGHT | wx.EXPAND, border=5)
        self.sizer_all_constraints.Insert(before=0,
                             item=sizer_constraint,
                             flag=wx.TOP | wx.BOTTOM | wx.EXPAND, border=5)

        self.sizer_all_constraints.Layout()
        self.sizer2.Layout()
        #self.SetScrollbars(20,20,25,65)

    def _on_select_modelcb(self, event):
        """
        On select model left or right combobox
        """
        event.Skip()
        flag = True
        if self.model_cbox_left.GetValue().strip() == '':
            flag = False
        if self.model_cbox_right.GetValue().strip() == '':
            flag = False
        if (self.model_cbox_left.GetValue() ==
                self.model_cbox_right.GetValue()):
            flag = False
        self.set_button.Enable(flag)

    def _on_set_all_equal(self, event):
        """
        On set button
        """
        event.Skip()
        length = len(self.constraints_list)
        if length < 1:
            return
        param_list = []
        param_listB = []
        selection = self.model_cbox_left.GetCurrentSelection()
        model_left = self.model_cbox_left.GetValue()
        model = self.model_cbox_left.GetClientData(selection)
        selectionB = self.model_cbox_right.GetCurrentSelection()
        model_right = self.model_cbox_right.GetValue()
        modelB = self.model_cbox_right.GetClientData(selectionB)
        for id, dic_model in self.constraint_dict.iteritems():
            if model == dic_model:
                param_list = self.page_finder[id].get_param2fit()
            if modelB == dic_model:
                param_listB = self.page_finder[id].get_param2fit()
            if len(param_list) > 0 and len(param_listB) > 0:
                break
        num_cbox = 0
        has_param = False
        for param in param_list:
            num_cbox += 1
            if param in param_listB:
                item = self.constraints_list[-1]
                item.model_cbox.SetStringSelection(model_left)
                self._on_select_model(None)
                item.param_cbox.Clear()
                item.param_cbox.Append(str(param), model)
                item.param_cbox.SetStringSelection(str(param))
                item.constraint.SetValue(str(model_right + "." + str(param)))
                has_param = True
                if num_cbox == (len(param_list) + 1):
                    break
                self._show_constraint()

        self.sizer_constraints.Layout()
        self.sizer2.Layout()
        self.SetScrollbars(20, 20, 25, 65)
        self.Layout()
        if not has_param:
            msg = " There is no adjustable parameter (checked to fit)"
            msg += " either one of the models."
            wx.PostEvent(self.parent.parent, StatusEvent(info="warning",
                                                         status=msg))
        else:
            msg = " The constraints are added."
            wx.PostEvent(self.parent.parent, StatusEvent(info="info",
                                                         status=msg))

    def _show_constraint(self):
        """
        Show constraint fields
        """
        self.btAdd.Show(True)
        if len(self.constraints_list) != 0:
            nb_fit_param = 0
            for id, model in self.constraint_dict.iteritems():
                nb_fit_param += len(self.page_finder[id].get_param2fit())
            ##Don't add anymore
            if len(self.constraints_list) == nb_fit_param:
                msg = "Cannot add another constraint. Maximum of number "
                msg += "Parameters name reached %s" % str(nb_fit_param)
                wx.PostEvent(self.parent.parent, StatusEvent(status=msg))
                self.sizer_constraints.Layout()
                self.sizer2.Layout()
                return
        if len(self.model_toFit) < 1:
            msg = "Select at least 1 model to add constraint "
            wx.PostEvent(self.parent.parent, StatusEvent(status=msg))
            self.sizer_constraints.Layout()
            self.sizer2.Layout()
            return

        sizer_constraint = wx.BoxSizer(wx.HORIZONTAL)

        # Model list
        model_cbox = wx.ComboBox(self, wx.ID_ANY, style=wx.CB_READONLY)
        model_cbox.Clear()
        for id, model in self.constraint_dict.iteritems():
            ## check if all parameters have been selected for constraint
            ## then do not allow add constraint on parameters
            model_cbox.Append(str(model.name), model)
        wx.EVT_COMBOBOX(model_cbox, wx.ID_ANY, self._on_select_model)

        # Parameters in model
        param_cbox = wx.ComboBox(self, wx.ID_ANY, style=wx.CB_READONLY,
                                 size=(100, -1))
        param_cbox.Hide()
        wx.EVT_COMBOBOX(param_cbox, wx.ID_ANY, self._on_select_param)

        egal_txt = wx.StaticText(self, wx.ID_ANY, " = ")

        # Parameter constraint
        constraint = wx.TextCtrl(self, wx.ID_ANY)

        # Remove button
        #btRemove = wx.Button(self, self.ID_REMOVE, 'Remove')
        btRemove = wx.Button(self, self._ids.next(), 'Remove')
        btRemove.Bind(wx.EVT_BUTTON, self.onRemove,
                      id=btRemove.GetId())
        btRemove.SetToolTipString("Remove constraint.")
        btRemove.Hide()

        # Hid the add button, if it exists
        if hasattr(self, "btAdd"):
            self.btAdd.Hide()

        sizer_constraint.Add((5, -1))
        sizer_constraint.Add(model_cbox, flag=wx.RIGHT | wx.EXPAND, border=10)
        sizer_constraint.Add(param_cbox, flag=wx.RIGHT | wx.EXPAND, border=5)
        sizer_constraint.Add(egal_txt, flag=wx.RIGHT | wx.EXPAND, border=5)
        sizer_constraint.Add(constraint, flag=wx.RIGHT | wx.EXPAND, border=10)
        sizer_constraint.Add(btRemove, flag=wx.RIGHT | wx.EXPAND, border=10)

        self.sizer_constraints.Insert(before=self.nb_constraint,
                item=sizer_constraint, flag=wx.TOP | wx.BOTTOM | wx.EXPAND,
                border=5)
        c = ConstraintLine(model_cbox, param_cbox, egal_txt,
                           constraint, btRemove, sizer_constraint)
        self.constraints_list.append(c)

        self.nb_constraint += 1
        self.sizer_constraints.Layout()
        self.sizer2.Layout()

    def _hide_constraint(self):
        """
        hide buttons related constraint
        """
        for id in self.page_finder.iterkeys():
            self.page_finder[id].clear_model_param()

        self.nb_constraint = 0
        self.constraint_dict = {}
        if hasattr(self, "btAdd"):
            self.btAdd.Hide()
        self._store_model()
        if self.model_cbox_left is not None:
            self.model_cbox_left.Clear()
            self.model_cbox_left = None
        if self.model_cbox_right is not None:
            self.model_cbox_right.Clear()
            self.model_cbox_right = None
        self.constraints_list = []
        self.sizer_all_constraints.Clear(True)
        self.sizer_all_constraints.Layout()
        self.sizer_constraints.Clear(True)
        self.sizer_constraints.Layout()
        self.sizer2.Layout()

    def _on_select_model(self, event):
        """
        fill combox box with list of parameters
        """
        if not self.constraints_list:
            return

        ##This way PC/MAC both work, instead of using event.GetClientData().
        model_cbox = self.constraints_list[-1].model_cbox
        n = model_cbox.GetCurrentSelection()
        if n == wx.NOT_FOUND:
            return

        model = model_cbox.GetClientData(n)
        param_list = []
        for id, dic_model in self.constraint_dict.iteritems():
            if model == dic_model:
                param_list = self.page_finder[id].get_param2fit()
                break

        param_cbox = self.constraints_list[-1].param_cbox
        param_cbox.Clear()
        ## insert only fittable paramaters
        for param in param_list:
            param_cbox.Append(str(param), model)
        param_cbox.Show(True)

        btRemove = self.constraints_list[-1].btRemove
        btRemove.Show(True)
        self.btAdd.Show(True)
        self.sizer2.Layout()

    def _on_select_param(self, event):
        """
        Store the appropriate constraint in the page_finder
        """
        ##This way PC/MAC both work, instead of using event.GetClientData().
        #n = self.param_cbox.GetCurrentSelection()
        #model = self.param_cbox.GetClientData(n)
        #param = event.GetString()

        if self.constraints_list:
            self.constraints_list[-1].egal_txt.Show(True)
            self.constraints_list[-1].constraint.Show(True)

    def _onAdd_constraint(self, event):
        """
        Add another line for constraint
        """
        if not self.show_constraint.GetValue():
            msg = " Select Yes to add Constraint "
            wx.PostEvent(self.parent.parent, StatusEvent(status=msg))
            return
        ## check that a constraint is added
        # before allow to add another constraint
        for item in self.constraints_list:
            if item.model_cbox.GetString(0) == "":
                msg = " Select a model Name! "
                wx.PostEvent(self.parent.parent, StatusEvent(status=msg))
                return
            if item.param_cbox.GetString(0) == "":
                msg = " Select a parameter Name! "
                wx.PostEvent(self.parent.parent, StatusEvent(status=msg))
                return
            if item.constraint.GetValue().lstrip().rstrip() == "":
                model = item.param_cbox.GetClientData(
                                        item.param_cbox.GetCurrentSelection())
                if model != None:
                    msg = " Enter a constraint for %s.%s! " % (model.name,
                                        item.param_cbox.GetString(0))
                else:
                    msg = " Enter a constraint"
                wx.PostEvent(self.parent.parent, StatusEvent(status=msg))
                return
        ## some model or parameters can be constrained
        self._show_constraint()
        self.sizer3.Layout()
        self.Layout()
        self.Refresh()

    def _fill_sizer_fit(self):
        """
        Draw fit button
        """
        self.sizer3.Clear(True)
        box_description = wx.StaticBox(self, wx.ID_ANY, "Fit ")
        boxsizer1 = wx.StaticBoxSizer(box_description, wx.VERTICAL)
        sizer_button = wx.BoxSizer(wx.HORIZONTAL)

        self.btFit = wx.Button(self, self.ID_FIT, 'Fit', size=wx.DefaultSize)
        self.btFit.Bind(wx.EVT_BUTTON, self.onFit, id=self.btFit.GetId())
        self.btFit.SetToolTipString("Perform fit.")
        if self.batch_on:
            text = " Fit in Parallel all Data set and model selected.\n"
        else:
            text = " This page requires at least one FitPage with a data\n"
            text = " and a model for fitting."
        text_hint = wx.StaticText(self, wx.ID_ANY, text)

        sizer_button.Add(text_hint, wx.RIGHT | wx.EXPAND, 10)
        sizer_button.Add(self.btFit, 0, wx.LEFT | wx.ADJUST_MINSIZE, 10)

        boxsizer1.Add(sizer_button, flag=wx.TOP | wx.BOTTOM, border=10)
        self.sizer3.Add(boxsizer1, 0, wx.EXPAND | wx.ALL, 10)
        self.sizer3.Layout()

    def _fill_sizer_constraint(self):
        """
        Fill sizer containing constraint info
        """
        msg = "Select at least 2 model to add constraint "
        wx.PostEvent(self.parent.parent, StatusEvent(status=msg))

        self.sizer2.Clear(True)
        if self.batch_on:
            if self.sizer2.IsShown():
                self.sizer2.Show(False)
            return
        box_description = wx.StaticBox(self, wx.ID_ANY, "Fit Constraints")
        boxsizer1 = wx.StaticBoxSizer(box_description, wx.VERTICAL)
        sizer_title = wx.BoxSizer(wx.HORIZONTAL)
        self.sizer_all_constraints = wx.BoxSizer(wx.HORIZONTAL)
        self.sizer_constraints = wx.BoxSizer(wx.VERTICAL)
        sizer_button = wx.BoxSizer(wx.HORIZONTAL)

        self.hide_constraint = wx.RadioButton(self, wx.ID_ANY, 'No', (10, 10),
                                              style=wx.RB_GROUP)
        self.show_constraint = wx.RadioButton(self, wx.ID_ANY, 'Yes', (10, 30))
        self.Bind(wx.EVT_RADIOBUTTON, self._display_constraint,
                  id=self.hide_constraint.GetId())
        self.Bind(wx.EVT_RADIOBUTTON, self._display_constraint,
                  id=self.show_constraint.GetId())
        if self.batch_on:
            self.hide_constraint.Enable(False)
            self.show_constraint.Enable(False)
        self.hide_constraint.SetValue(True)
        self.show_constraint.SetValue(False)

        sizer_title.Add(wx.StaticText(self, wx.ID_ANY, " Model"))
        sizer_title.Add((10, 10))
        sizer_title.Add(wx.StaticText(self, wx.ID_ANY, " Parameter"))
        sizer_title.Add((10, 10))
        sizer_title.Add(wx.StaticText(self, wx.ID_ANY, " Add Constraint?"))
        sizer_title.Add((10, 10))
        sizer_title.Add(self.show_constraint)
        sizer_title.Add(self.hide_constraint)
        sizer_title.Add((10, 10))

        self.btAdd = wx.Button(self, self.ID_ADD, 'Add')
        self.btAdd.Bind(wx.EVT_BUTTON, self._onAdd_constraint,
                        id=self.btAdd.GetId())
        self.btAdd.SetToolTipString("Add another constraint?")
        self.btAdd.Hide()

        text_hint = wx.StaticText(self, wx.ID_ANY,
                                  "Example: [M0][paramter] = M1.parameter")
        sizer_button.Add(text_hint, 0,
                         wx.LEFT | wx.EXPAND | wx.ADJUST_MINSIZE, 10)
        sizer_button.Add(self.btAdd, 0,
                         wx.LEFT | wx.EXPAND | wx.ADJUST_MINSIZE, 10)

        boxsizer1.Add(sizer_title, flag=wx.TOP | wx.BOTTOM, border=10)
        boxsizer1.Add(self.sizer_all_constraints, flag=wx.TOP | wx.BOTTOM,
                      border=10)
        boxsizer1.Add(self.sizer_constraints, flag=wx.TOP | wx.BOTTOM,
                      border=10)
        boxsizer1.Add(sizer_button, flag=wx.TOP | wx.BOTTOM, border=10)

        self.sizer2.Add(boxsizer1, 0, wx.EXPAND | wx.ALL, 10)
        self.sizer2.Layout()

        #self.SetScrollbars(20,20,25,65)

    def _set_constraint(self):
        """
        get values from the constrainst textcrtl ,parses them into model name
        parameter name and parameters values.
        store them in a list self.params .when when params is not empty
        set_model uses it to reset the appropriate model
        and its appropriates parameters
        """
        for item in self.constraints_list:
            select0 = item.model_cbox.GetSelection()
            if select0 == wx.NOT_FOUND:
                continue
            model = item.model_cbox.GetClientData(select0)
            select1 = item.param_cbox.GetSelection()
            if select1 == wx.NOT_FOUND:
                continue
            param = item.param_cbox.GetString(select1)
            constraint = item.constraint.GetValue().lstrip().rstrip()
            if param.lstrip().rstrip() == "":
                param = None
                msg = " Constraint will be ignored!. missing parameters"
                msg += " in combobox to set constraint! "
                wx.PostEvent(self.parent.parent, StatusEvent(status=msg))
            for id, value in self.constraint_dict.iteritems():
                if model == value:
                    if constraint == "":
                        msg = " Constraint will be ignored!. missing value"
                        msg += " in textcrtl to set constraint! "
                        wx.PostEvent(self.parent.parent,
                                     StatusEvent(status=msg))
                        constraint = None
                    if str(param) in self.page_finder[id].get_param2fit():
                        msg = " Checking constraint for parameter: %s ", param
                        wx.PostEvent(self.parent.parent,
                                     StatusEvent(info="info", status=msg))
                    else:
                        model_name = item[0].GetLabel()
                        fitpage = self.page_finder[id].get_fit_tab_caption()
                        msg = "All constrainted parameters must be set "
                        msg += " adjustable: '%s.%s' " % (model_name, param)
                        msg += "is NOT checked in '%s'. " % fitpage
                        msg += " Please check it to fit or"
                        msg += " remove the line of the constraint."
                        wx.PostEvent(self.parent.parent,
                                StatusEvent(info="error", status=msg))
                        return False

                    for fid in self.page_finder[id].iterkeys():
                        # wrap in param/constraint in str() to remove unicode
                        self.page_finder[id].set_model_param(str(param),
                                str(constraint), fid=fid)
                    break
        return True

    def _fill_sizer_model_list(self, sizer):
        """
        Receive a dictionary containing information to display model name
        """
        ix = 0
        iy = 0
        list = []
        sizer.Clear(True)

        new_name = wx.StaticText(self, wx.ID_ANY, '  Model Title ',
                                 style=wx.ALIGN_CENTER)
        new_name.SetBackgroundColour('orange')
        new_name.SetForegroundColour(wx.WHITE)
        sizer.Add(new_name, (iy, ix), (1, 1),
                            wx.LEFT | wx.EXPAND | wx.ADJUST_MINSIZE, 15)
        ix += 2
        model_type = wx.StaticText(self, wx.ID_ANY, '  Model ')
        model_type.SetBackgroundColour('grey')
        model_type.SetForegroundColour(wx.WHITE)
        sizer.Add(model_type, (iy, ix), (1, 1),
                            wx.EXPAND | wx.ADJUST_MINSIZE, 0)
        ix += 1
        data_used = wx.StaticText(self, wx.ID_ANY, '  Data ')
        data_used.SetBackgroundColour('grey')
        data_used.SetForegroundColour(wx.WHITE)
        sizer.Add(data_used, (iy, ix), (1, 1),
                            wx.EXPAND | wx.ADJUST_MINSIZE, 0)
        ix += 1
        tab_used = wx.StaticText(self, wx.ID_ANY, '  FitPage ')
        tab_used.SetBackgroundColour('grey')
        tab_used.SetForegroundColour(wx.WHITE)
        sizer.Add(tab_used, (iy, ix), (1, 1),
                  wx.EXPAND | wx.ADJUST_MINSIZE, 0)
        for id, value in self.page_finder.iteritems():
            if id not in self.parent.opened_pages:
                continue

            if self.batch_on != self.parent.get_page_by_id(id).batch_on:
                continue

            data_list = []
            model_list = []
            # get data name and model objetta
            for fitproblem in value.get_fit_problem():

                data = fitproblem.get_fit_data()
                if not data.is_data:
                    continue
                name = '-'
                if data is not None and data.is_data:
                    name = str(data.name)
                data_list.append(name)

                model = fitproblem.get_model()
                if model is None:
                    continue
                model_list.append(model)

            if len(model_list) == 0:
                continue
            # Draw sizer
            ix = 0
            iy += 1
            model = model_list[0]
            name = '_'
            if model is not None:
                name = str(model.name)
            cb = wx.CheckBox(self, wx.ID_ANY, name)
            cb.SetValue(False)
            cb.Enable(model is not None and data.is_data)
            sizer.Add(cb, (iy, ix), (1, 1),
                      wx.LEFT | wx.EXPAND | wx.ADJUST_MINSIZE, 15)
            wx.EVT_CHECKBOX(self, cb.GetId(), self.check_model_name)
            ix += 2
            model_type = wx.StaticText(self, wx.ID_ANY,
                                       model.__class__.__name__)
            sizer.Add(model_type, (iy, ix), (1, 1),
                      wx.EXPAND | wx.ADJUST_MINSIZE, 0)
            if self.batch_on:
                data_used = wx.ComboBox(self, wx.ID_ANY, style=wx.CB_READONLY)
                data_used.AppendItems(data_list)
                data_used.SetSelection(0)
            else:
                data_used = wx.StaticText(self, wx.ID_ANY, data_list[0])

            ix += 1
            sizer.Add(data_used, (iy, ix), (1, 1),
                      wx.EXPAND | wx.ADJUST_MINSIZE, 0)
            ix += 1
            caption = value.get_fit_tab_caption()
            tab_caption_used = wx.StaticText(self, wx.ID_ANY, str(caption))
            sizer.Add(tab_caption_used, (iy, ix), (1, 1),
                      wx.EXPAND | wx.ADJUST_MINSIZE, 0)

            self.model_list.append([cb, value, id, model])

        iy += 1
        sizer.Add((20, 20), (iy, ix), (1, 1),
                  wx.LEFT | wx.EXPAND | wx.ADJUST_MINSIZE, 15)
        sizer.Layout()

    def on_set_focus(self, event=None):
        """
        The  derivative class is on focus if implemented
        """
        if self.parent is not None:
            if self.parent.parent is not None:
                wx.PostEvent(self.parent.parent, PanelOnFocusEvent(panel=self))
            self.page_finder = self.parent._manager.get_page_finder()


def setComboBoxItems(cbox, items):
    assert isinstance(cbox, wx.ComboBox)
    selected = cbox.GetStringSelection()
    cbox.Clear()
    for k, (name, value) in enumerate(items):
        cbox.Append(name, value)
    cbox.SetStringSelection(selected)