source: sasview/src/sas/sasgui/perspectives/calculator/model_editor.py @ ddbac66

'''
This module provides three model editor classes: the composite model editor,
the easy editor which provides a simple interface with tooltip help to enter
the parameters of the model and their default value and a panel to input a
function of y (usually the intensity).  It also provides a drop down of
standard available math functions.  Finally a full python editor panel for
complete customization is provided.

:TODO the writing of the file and name checking (and maybe some other
functions?) should be moved to a computational module which could be called
from a python script.  Basically one just needs to pass the name,
description text and function text (or in the case of the composite editor
the names of the first and second model and the operator to be used).
'''

################################################################################
#This software was developed by the University of Tennessee as part of the
#Distributed Data Analysis of Neutron Scattering Experiments (DANSE)
#project funded by the US National Science Foundation.
#
#See the license text in license.txt
#
#copyright 2009, University of Tennessee
################################################################################
import wx
import sys
import os
import math
import re
import logging
from wx.py.editwindow import EditWindow
from sas.sasgui.guiframe.documentation_window import DocumentationWindow
from .pyconsole import show_model_output, check_model


if sys.platform.count("win32") > 0:
    FONT_VARIANT = 0
    PNL_WIDTH = 450
    PNL_HEIGHT = 320
else:
    FONT_VARIANT = 1
    PNL_WIDTH = 590
    PNL_HEIGHT = 350
M_NAME = 'Model'
EDITOR_WIDTH = 800
EDITOR_HEIGTH = 735
PANEL_WIDTH = 500
_BOX_WIDTH = 55

def _delete_file(path):
    """
    Delete file in the path
    """
    try:
        os.remove(path)
    except:
        raise


class TextDialog(wx.Dialog):
    """
    Dialog for easy custom composite models.  Provides a wx.Dialog panel
    to choose two existing models (including pre-existing Plugin Models which
    may themselves be composite models) as well as an operation on those models
    (add or multiply) the resulting model will add a scale parameter for summed
    models and a background parameter for a multiplied model.

    The user also gives a brief help for the model in a description box and
    must provide a unique name which is verified as unique before the new
    model is saved.

    This Dialog pops up for the user when they press 'Sum|Multi(p1,p2)' under
    'Plugin Model Operations' under 'Fitting' menu.  This is currently called as
    a Modal Dialog.

    :TODO the build in compiler currently balks at when it tries to import
    a model whose name contains spaces or symbols (such as + ... underscore
    should be fine).  Have fixed so the editor cannot save such a file name
    but if a file is dropped in the plugin directory from outside this class
    will create a file that cannot be compiled.  Should add the check to
    the write method or to the on_modelx method.

    - PDB:April 5, 2015
    """
    def __init__(self, parent=None, base=None, id=None, title='',
                 model_list=[], plugin_dir=None):
        """
        This class is run when instatiated.  The __init__ initializes and
        calls the internal methods necessary.  On exiting the wx.Dialog
        window should be destroyed.
        """
        wx.Dialog.__init__(self, parent=parent, id=id,
                           title=title, size=(PNL_WIDTH, PNL_HEIGHT))
        self.parent = base
        #Font
        self.SetWindowVariant(variant=FONT_VARIANT)
        # default
        self.overwrite_name = False
        self.plugin_dir = plugin_dir
        self.model_list = model_list
        self.model1_string = "sphere"
        self.model2_string = "cylinder"
        self.name = 'Sum' + M_NAME
        self.factor = 'scale_factor'
        self._notes = ''
        self._operator = '+'
        self._operator_choice = None
        self.explanation = ''
        self.explanationctr = None
        self.type = None
        self.name_sizer = None
        self.name_tcl = None
        self.desc_sizer = None
        self.desc_tcl = None
        self._selection_box = None
        self.model1 = None
        self.model2 = None
        self.static_line_1 = None
        self.ok_button = None
        self.close_button = None
        self._msg_box = None
        self.msg_sizer = None
        self.fname = None
        self.cm_list = None
        self.is_p1_custom = False
        self.is_p2_custom = False
        self._build_sizer()
        self.model1_name = str(self.model1.GetValue())
        self.model2_name = str(self.model2.GetValue())
        self.good_name = True
        self.fill_oprator_combox()

    def _layout_name(self):
        """
        Do the layout for file/function name related widgets
        """
        #container for new model name input
        self.name_sizer = wx.BoxSizer(wx.HORIZONTAL)

        #set up label and input box with tool tip and event handling
        name_txt = wx.StaticText(self, -1, 'Function Name : ')
        self.name_tcl = wx.TextCtrl(self, -1, value='MySumFunction')
        self.name_tcl.Bind(wx.EVT_TEXT_ENTER, self.on_change_name)
        hint_name = "Unique Sum/Multiply Model Function Name."
        self.name_tcl.SetToolTipString(hint_name)

        self.name_sizer.AddMany([(name_txt, 0, wx.LEFT | wx.TOP, 10),
                                 (self.name_tcl, -1,
                                  wx.EXPAND | wx.RIGHT | wx.TOP | wx.BOTTOM,
                                  10)])


    def _layout_description(self):
        """
        Do the layout for description related widgets
        """
        #container for new model description input
        self.desc_sizer = wx.BoxSizer(wx.HORIZONTAL)

        #set up description label and input box with tool tip and event handling
        desc_txt = wx.StaticText(self, -1, 'Description (optional) : ')
        self.desc_tcl = wx.TextCtrl(self, -1)
        hint_desc = "Write a short description of this model function."
        self.desc_tcl.SetToolTipString(hint_desc)

        self.desc_sizer.AddMany([(desc_txt, 0, wx.LEFT | wx.TOP, 10),
                                 (self.desc_tcl, -1,
                                  wx.EXPAND | wx.RIGHT | wx.TOP | wx.BOTTOM,
                                  10)])


    def _layout_model_selection(self):
        """
        Do the layout for model selection related widgets
        """
        box_width = 195 # combobox width

        #First set up main sizer for the selection
        selection_box_title = wx.StaticBox(self, -1, 'Select',
                                           size=(PNL_WIDTH - 30, 70))
        self._selection_box = wx.StaticBoxSizer(selection_box_title,
                                                wx.VERTICAL)

        #Next create the help labels for the model selection
        select_help_box = wx.BoxSizer(wx.HORIZONTAL)
        model_string = " Model%s (p%s):"
        select_help_box.Add(wx.StaticText(self, -1, model_string % (1, 1)),
                            0, 0)
        select_help_box.Add((box_width - 25, 10), 0, 0)
        select_help_box.Add(wx.StaticText(self, -1, model_string % (2, 2)),
                            0, 0)
        self._selection_box.Add(select_help_box, 0, 0)

        #Next create the actual selection box with 3 combo boxes
        selection_box_choose = wx.BoxSizer(wx.HORIZONTAL)

        self.model1 = wx.ComboBox(self, -1, style=wx.CB_READONLY)
        wx.EVT_COMBOBOX(self.model1, -1, self.on_model1)
        self.model1.SetMinSize((box_width * 5 / 6, -1))
        self.model1.SetToolTipString("model1")

        self._operator_choice = wx.ComboBox(self, -1, size=(50, -1),
                                            style=wx.CB_READONLY)
        wx.EVT_COMBOBOX(self._operator_choice, -1, self.on_select_operator)
        operation_tip = "Add: +, Multiply: * "
        self._operator_choice.SetToolTipString(operation_tip)

        self.model2 = wx.ComboBox(self, -1, style=wx.CB_READONLY)
        wx.EVT_COMBOBOX(self.model2, -1, self.on_model2)
        self.model2.SetMinSize((box_width * 5 / 6, -1))
        self.model2.SetToolTipString("model2")
        self._set_model_list()

        selection_box_choose.Add(self.model1, 0, 0)
        selection_box_choose.Add((15, 10))
        selection_box_choose.Add(self._operator_choice, 0, 0)
        selection_box_choose.Add((15, 10))
        selection_box_choose.Add(self.model2, 0, 0)
        # add some space between labels and selection
        self._selection_box.Add((20, 5), 0, 0)
        self._selection_box.Add(selection_box_choose, 0, 0)

    def _build_sizer(self):
        """
        Build GUI with calls to _layout_name, _layout Description
        and _layout_model_selection which each build a their portion of the
        GUI.
        """
        mainsizer = wx.BoxSizer(wx.VERTICAL) # create main sizer for dialog

        # build fromm top by calling _layout_name and _layout_description
        # and adding to main sizer
        self._layout_name()
        mainsizer.Add(self.name_sizer, 0, wx.EXPAND)
        self._layout_description()
        mainsizer.Add(self.desc_sizer, 0, wx.EXPAND)

        # Add an explanation of dialog (short help)
        self.explanationctr = wx.StaticText(self, -1, self.explanation)
        self.fill_explanation_helpstring(self._operator)
        mainsizer.Add(self.explanationctr, 0, wx.LEFT | wx.EXPAND, 15)

        # Add the selection box stuff with border and labels built
        # by _layout_model_selection
        self._layout_model_selection()
        mainsizer.Add(self._selection_box, 0, wx.LEFT, 15)

        # Add a space and horizontal line before the notification
        #messages and the buttons at the bottom
        mainsizer.Add((10, 10))
        self.static_line_1 = wx.StaticLine(self, -1)
        mainsizer.Add(self.static_line_1, 0, wx.EXPAND, 10)

        # Add action status notification line (null at startup)
        self._msg_box = wx.StaticText(self, -1, self._notes)
        self.msg_sizer = wx.BoxSizer(wx.HORIZONTAL)
        self.msg_sizer.Add(self._msg_box, 0, wx.LEFT, 0)
        mainsizer.Add(self.msg_sizer, 0,
                      wx.LEFT | wx.RIGHT | wx.ADJUST_MINSIZE | wx.BOTTOM, 10)

        # Finally add the buttons (apply and close) on the bottom
        # Eventually need to add help here
        self.ok_button = wx.Button(self, wx.ID_OK, 'Apply')
        _app_tip = "Save the new Model."
        self.ok_button.SetToolTipString(_app_tip)
        self.ok_button.Bind(wx.EVT_BUTTON, self.check_name)
        self.help_button = wx.Button(self, -1, 'HELP')
        _app_tip = "Help on composite model creation."
        self.help_button.SetToolTipString(_app_tip)
        self.help_button.Bind(wx.EVT_BUTTON, self.on_help)
        self.close_button = wx.Button(self, wx.ID_CANCEL, 'Close')
        sizer_button = wx.BoxSizer(wx.HORIZONTAL)
        sizer_button.AddMany([((20, 20), 1, 0),
                              (self.ok_button, 0, 0),
                              (self.help_button, 0, 0),
                              (self.close_button, 0, wx.LEFT | wx.RIGHT, 10)])
        mainsizer.Add(sizer_button, 0, wx.EXPAND | wx.BOTTOM | wx.TOP, 10)

        self.SetSizer(mainsizer)
        self.Centre()

    def on_change_name(self, event=None):
        """
        Change name
        """
        if event is not None:
            event.Skip()
        self.name_tcl.SetBackgroundColour('white')
        self.Refresh()

    def check_name(self, event=None):
        """
        Check that proposed new model name is a valid Python module name
        and that it does not already exist. If not show error message and
        pink background in text box else call on_apply

        :TODO this should be separated out from the GUI code.  For that we
        need to pass it the name (or if we want to keep the default name
        option also need to pass the self._operator attribute) We just need
        the function to return an error code that the name is good or if
        not why (not a valid name, name exists already).  The rest of the
        error handling should be done in this module. so on_apply would then
        start by checking the name and then either raise errors or do the
        deed.
        """
        #Get the function/file name
        mname = M_NAME
        self.on_change_name(None)
        title = self.name_tcl.GetValue().lstrip().rstrip()
        if title == '':
            text = self._operator
            if text.count('+') > 0:
                mname = 'Sum'
            else:
                mname = 'Multi'
            mname += M_NAME
            title = mname
        self.name = title
        t_fname = title + '.py'

        #First check if the name is a valid Python name
        if re.match('^[A-Za-z0-9_]*$', title):
            self.good_name = True
        else:
            self.good_name = False
            msg = ("%s is not a valid Python name. Only alphanumeric \n" \
                   "and underscore allowed" % self.name)

        #Now check if the name already exists
        if not self.overwrite_name and self.good_name:
            #Create list of existing model names for comparison
            list_fnames = os.listdir(self.plugin_dir)
            # fake existing regular model name list
            m_list = [model + ".py" for model in self.model_list]
            list_fnames.append(m_list)
            if t_fname in list_fnames and title != mname:
                self.good_name = False
                msg = "Name exists already."

        if self.good_name == False:
            self.name_tcl.SetBackgroundColour('pink')
            info = 'Error'
            wx.MessageBox(msg, info)
            self._notes = msg
            color = 'red'
            self._msg_box.SetLabel(msg)
            self._msg_box.SetForegroundColour(color)
            return self.good_name
        self.fname = os.path.join(self.plugin_dir, t_fname)
        s_title = title
        if len(title) > 20:
            s_title = title[0:19] + '...'
        self._notes = "Model function (%s) has been set! \n" % str(s_title)
        self.good_name = True
        self.on_apply(self.fname)
        return self.good_name

    def on_apply(self, path):
        """
        This method is a misnomer - it is not bound to the apply button
        event.  Instead the apply button event goes to check_name which
        then calls this method if the name of the new file is acceptable.

        :TODO this should be bound to the apply button.  The first line
        should call the check_name method which itself should be in another
        module separated from the the GUI modules.
        """
        self.name_tcl.SetBackgroundColour('white')
        try:
            label = self.get_textnames()
            fname = path
            name1 = label[0]
            name2 = label[1]
            self.write_string(fname, name1, name2)
            success = show_model_output(self, fname)
            if success:
                self.parent.update_custom_combo()
            msg = self._notes
            info = 'Info'
            color = 'blue'
        except:
            msg = "Easy Sum/Multipy Plugin: Error occurred..."
            info = 'Error'
            color = 'red'
        self._msg_box.SetLabel(msg)
        self._msg_box.SetForegroundColour(color)
        if self.parent.parent != None:
            from sas.sasgui.guiframe.events import StatusEvent
            wx.PostEvent(self.parent.parent, StatusEvent(status=msg,
                                                         info=info))

    def on_help(self, event):
        """
        Bring up the Composite Model Editor Documentation whenever
        the HELP button is clicked.

        Calls DocumentationWindow with the path of the location within the
        documentation tree (after /doc/ ....".  Note that when using old
        versions of Wx (before 2.9) and thus not the release version of
        installers, the help comes up at the top level of the file as
        webbrowser does not pass anything past the # to the browser when it is
        running "file:///...."

    :param evt: Triggers on clicking the help button
    """

        _TreeLocation = "user/sasgui/perspectives/fitting/fitting_help.html"
        _PageAnchor = "#sum-multi-p1-p2"
        _doc_viewer = DocumentationWindow(self, -1, _TreeLocation, _PageAnchor,
                                          "Composite Model Editor Help")

    def _set_model_list(self):
        """
        Set the list of models
        """
        # list of model names
        # get regular models
        main_list = self.model_list
        # get custom models
        self.update_cm_list()
        # add custom models to model list
        for name in self.cm_list:
            if name not in main_list:
                main_list.append(name)

        if len(main_list) > 1:
            main_list.sort()
        for idx in range(len(main_list)):
            self.model1.Append(str(main_list[idx]), idx)
            self.model2.Append(str(main_list[idx]), idx)
        self.model1.SetStringSelection(self.model1_string)
        self.model2.SetStringSelection(self.model2_string)

    def update_cm_list(self):
        """
        Update custom model list
        """
        cm_list = []
        al_list = os.listdir(self.plugin_dir)
        for c_name in al_list:
            if c_name.split('.')[-1] == 'py' and \
                    c_name.split('.')[0] != '__init__':
                name = str(c_name.split('.')[0])
                cm_list.append(name)
        self.cm_list = cm_list

    def on_model1(self, event):
        """
        Set model1
        """
        event.Skip()
        self.update_cm_list()
        self.model1_name = str(self.model1.GetValue())
        self.model1_string = self.model1_name
        if self.model1_name in self.cm_list:
            self.is_p1_custom = True
        else:
            self.is_p1_custom = False

    def on_model2(self, event):
        """
        Set model2
        """
        event.Skip()
        self.update_cm_list()
        self.model2_name = str(self.model2.GetValue())
        self.model2_string = self.model2_name
        if self.model2_name in self.cm_list:
            self.is_p2_custom = True
        else:
            self.is_p2_custom = False

    def on_select_operator(self, event=None):
        """
        On Select an Operator
        """
        # For Mac
        if event != None:
            event.Skip()
        item = event.GetEventObject()
        text = item.GetValue()
        self.fill_explanation_helpstring(text)

    def fill_explanation_helpstring(self, operator):
        """
        Choose the equation to use depending on whether we now have
        a sum or multiply model then create the appropriate string
        """

        name = ''

        if operator == '*':
            name = 'Multi'
            factor = 'BackGround'
            f_oper = '+'
        else:
            name = 'Sum'
            factor = 'scale_factor'
            f_oper = '*'

        self.factor = factor
        self._operator = operator
        self.explanation = "  Plugin Model = %s %s (model1 %s model2)\n" % \
                           (self.factor, f_oper, self._operator)
        self.explanationctr.SetLabel(self.explanation)
        self.name = name + M_NAME


    def fill_oprator_combox(self):
        """
        fill the current combobox with the operator
        """
        operator_list = ['+', '*']
        for oper in operator_list:
            pos = self._operator_choice.Append(str(oper))
            self._operator_choice.SetClientData(pos, str(oper))
        self._operator_choice.SetSelection(0)

    def get_textnames(self):
        """
        Returns model name string as list
        """
        return [self.model1_name, self.model2_name]

    def write_string(self, fname, name1, name2):
        """
        Write and Save file
        """
        self.fname = fname
        description = self.desc_tcl.GetValue().lstrip().rstrip()
        if description == '':
            description = name1 + self._operator + name2
        text = self._operator_choice.GetValue()
        if text.count('+') > 0:
            factor = 'scale_factor'
            f_oper = '*'
            default_val = '1.0'
        else:
            factor = 'BackGround'
            f_oper = '+'
            default_val = '0.0'
        path = self.fname
        try:
            out_f = open(path, 'w')
        except:
            raise
        lines = SUM_TEMPLATE.split('\n')
        for line in lines:
            try:
                if line.count("scale_factor"):
                    line = line.replace('scale_factor', factor)
                    #print "scale_factor", line
                if line.count("= %s"):
                    out_f.write(line % (default_val) + "\n")
                elif line.count("import Model as P1"):
                    if self.is_p1_custom:
                        line = line.replace('#', '')
                        out_f.write(line % name1 + "\n")
                    else:
                        out_f.write(line + "\n")
                elif line.count("import %s as P1"):
                    if not self.is_p1_custom:
                        line = line.replace('#', '')
                        out_f.write(line % (name1) + "\n")
                    else:
                        out_f.write(line + "\n")
                elif line.count("import Model as P2"):
                    if self.is_p2_custom:
                        line = line.replace('#', '')
                        out_f.write(line % name2 + "\n")
                    else:
                        out_f.write(line + "\n")
                elif line.count("import %s as P2"):
                    if not self.is_p2_custom:
                        line = line.replace('#', '')
                        out_f.write(line % (name2) + "\n")
                    else:
                        out_f.write(line + "\n")
                elif line.count("P1 = find_model"):
                    out_f.write(line % (name1) + "\n")
                elif line.count("P2 = find_model"):
                    out_f.write(line % (name2) + "\n")

                elif line.count("self.description = '%s'"):
                    out_f.write(line % description + "\n")
                #elif line.count("run") and line.count("%s"):
                #    out_f.write(line % self._operator + "\n")
                #elif line.count("evalDistribution") and line.count("%s"):
                #    out_f.write(line % self._operator + "\n")
                elif line.count("return") and line.count("%s") == 2:
                    #print "line return", line
                    out_f.write(line % (f_oper, self._operator) + "\n")
                elif line.count("out2")and line.count("%s"):
                    out_f.write(line % self._operator + "\n")
                else:
                    out_f.write(line + "\n")
            except:
                raise
        out_f.close()
        #else:
        #    msg = "Name exists already."

    def compile_file(self, path):
        """
        Compile the file in the path
        """
        path = self.fname
        show_model_output(self, path)

    def delete_file(self, path):
        """
        Delete file in the path
        """
        _delete_file(path)


class EditorPanel(wx.ScrolledWindow):
    """
    Simple Plugin Model function editor
    """
    def __init__(self, parent, base, path, title, *args, **kwds):
        kwds['name'] = title
#        kwds["size"] = (EDITOR_WIDTH, EDITOR_HEIGTH)
        kwds["style"] = wx.FULL_REPAINT_ON_RESIZE
        wx.ScrolledWindow.__init__(self, parent, *args, **kwds)
        self.SetScrollbars(1,1,1,1)
        self.parent = parent
        self.base = base
        self.path = path
        self.font = wx.SystemSettings_GetFont(wx.SYS_SYSTEM_FONT)
        self.font.SetPointSize(10)
        self.reader = None
        self.name = 'untitled'
        self.overwrite_name = False
        self.is_2d = False
        self.fname = None
        self.main_sizer = None
        self.name_sizer = None
        self.name_hsizer = None
        self.name_tcl = None
        self.desc_sizer = None
        self.desc_tcl = None
        self.param_sizer = None
        self.param_tcl = None
        self.function_sizer = None
        self.func_horizon_sizer = None
        self.button_sizer = None
        self.param_strings = ''
        self.function_strings = ''
        self._notes = ""
        self._msg_box = None
        self.msg_sizer = None
        self.warning = ""
        #This does not seem to be used anywhere so commenting out for now
        #    -- PDB 2/26/17 
        #self._description = "New Plugin Model"
        self.function_tcl = None
        self.math_combo = None
        self.bt_apply = None
        self.bt_close = None
        #self._default_save_location = os.getcwd()
        self._do_layout()



    def _define_structure(self):
        """
        define initial sizer
        """
        #w, h = self.parent.GetSize()
        self.main_sizer = wx.BoxSizer(wx.VERTICAL)
        self.name_sizer = wx.BoxSizer(wx.VERTICAL)
        self.name_hsizer = wx.BoxSizer(wx.HORIZONTAL)
        self.desc_sizer = wx.BoxSizer(wx.VERTICAL)
        self.param_sizer = wx.BoxSizer(wx.VERTICAL)
        self.function_sizer = wx.BoxSizer(wx.VERTICAL)
        self.func_horizon_sizer = wx.BoxSizer(wx.HORIZONTAL)
        self.button_sizer = wx.BoxSizer(wx.HORIZONTAL)
        self.msg_sizer = wx.BoxSizer(wx.HORIZONTAL)

    def _layout_name(self):
        """
        Do the layout for file/function name related widgets
        """
        #title name [string]
        name_txt = wx.StaticText(self, -1, 'Function Name : ')
        overwrite_cb = wx.CheckBox(self, -1, "Overwrite existing plugin model of this name?", (10, 10))
        overwrite_cb.SetValue(False)
        overwrite_cb.SetToolTipString("Overwrite it if already exists?")
        wx.EVT_CHECKBOX(self, overwrite_cb.GetId(), self.on_over_cb)
        self.name_tcl = wx.TextCtrl(self, -1, size=(PANEL_WIDTH * 3 / 5, -1))
        self.name_tcl.Bind(wx.EVT_TEXT_ENTER, self.on_change_name)
        self.name_tcl.SetValue('')
        self.name_tcl.SetFont(self.font)
        hint_name = "Unique Model Function Name."
        self.name_tcl.SetToolTipString(hint_name)
        self.name_hsizer.AddMany([(self.name_tcl, 0, wx.LEFT | wx.TOP, 0),
                                  (overwrite_cb, 0, wx.LEFT, 20)])
        self.name_sizer.AddMany([(name_txt, 0, wx.LEFT | wx.TOP, 10),
                                 (self.name_hsizer, 0,
                                  wx.LEFT | wx.TOP | wx.BOTTOM, 10)])


    def _layout_description(self):
        """
        Do the layout for description related widgets
        """
        #title name [string]
        desc_txt = wx.StaticText(self, -1, 'Description (optional) : ')
        self.desc_tcl = wx.TextCtrl(self, -1, size=(PANEL_WIDTH * 3 / 5, -1))
        self.desc_tcl.SetValue('')
        hint_desc = "Write a short description of the model function."
        self.desc_tcl.SetToolTipString(hint_desc)
        self.desc_sizer.AddMany([(desc_txt, 0, wx.LEFT | wx.TOP, 10),
                                 (self.desc_tcl, 0,
                                  wx.LEFT | wx.TOP | wx.BOTTOM, 10)])
    def _layout_param(self):
        """
        Do the layout for parameter related widgets
        """
        param_txt = wx.StaticText(self, -1, 'Fit Parameters NOT requiring' + \
                                  ' polydispersity (if any): ')

        param_tip = "#Set the parameters NOT requiring polydispersity " + \
        "and their initial values.\n"
        param_tip += "#Example:\n"
        param_tip += "A = 1\nB = 1"
        #param_txt.SetToolTipString(param_tip)
        newid = wx.NewId()
        self.param_tcl = EditWindow(self, newid, wx.DefaultPosition,
                                    wx.DefaultSize,
                                    wx.CLIP_CHILDREN | wx.SUNKEN_BORDER)
        self.param_tcl.setDisplayLineNumbers(True)
        self.param_tcl.SetToolTipString(param_tip)

        self.param_sizer.AddMany([(param_txt, 0, wx.LEFT, 10),
                                  (self.param_tcl, 1, wx.EXPAND | wx.ALL, 10)])
        
        # Parameters with polydispersity
        pd_param_txt = wx.StaticText(self, -1, 'Fit Parameters requiring ' + \
                                     'polydispersity (if any): ')

        pd_param_tip = "#Set the parameters requiring polydispersity and " + \
        "their initial values.\n"
        pd_param_tip += "#Example:\n"
        pd_param_tip += "C = 2\nD = 2"
        newid = wx.NewId()
        self.pd_param_tcl = EditWindow(self, newid, wx.DefaultPosition,
                                    wx.DefaultSize,
                                    wx.CLIP_CHILDREN | wx.SUNKEN_BORDER)
        self.pd_param_tcl.setDisplayLineNumbers(True)
        self.pd_param_tcl.SetToolTipString(pd_param_tip)
        
        self.param_sizer.AddMany([(pd_param_txt, 0, wx.LEFT, 10),
                                  (self.pd_param_tcl, 1, wx.EXPAND | wx.ALL, 10)])

    def _layout_function(self):
        """
        Do the layout for function related widgets
        """
        function_txt = wx.StaticText(self, -1, 'Function(x) : ')
        hint_function = "#Example:\n"
        hint_function += "if x <= 0:\n"
        hint_function += "    y = A + B\n"
        hint_function += "else:\n"
        hint_function += "    y = A + B * cos(2 * pi * x)\n"
        hint_function += "return y\n"
        math_txt = wx.StaticText(self, -1, '*Useful math functions: ')
        math_combo = self._fill_math_combo()

        newid = wx.NewId()
        self.function_tcl = EditWindow(self, newid, wx.DefaultPosition,
                                       wx.DefaultSize,
                                       wx.CLIP_CHILDREN | wx.SUNKEN_BORDER)
        self.function_tcl.setDisplayLineNumbers(True)
        self.function_tcl.SetToolTipString(hint_function)

        self.func_horizon_sizer.Add(function_txt)
        self.func_horizon_sizer.Add(math_txt, 0, wx.LEFT, 250)
        self.func_horizon_sizer.Add(math_combo, 0, wx.LEFT, 10)

        self.function_sizer.Add(self.func_horizon_sizer, 0, wx.LEFT, 10)
        self.function_sizer.Add(self.function_tcl, 1, wx.EXPAND | wx.ALL, 10)

    def _layout_msg(self):
        """
        Layout msg
        """
        self._msg_box = wx.StaticText(self, -1, self._notes,
                                      size=(PANEL_WIDTH, -1))
        self.msg_sizer.Add(self._msg_box, 0, wx.LEFT, 10)

    def _layout_button(self):
        """
        Do the layout for the button widgets
        """
        self.bt_apply = wx.Button(self, -1, "Apply", size=(_BOX_WIDTH, -1))
        self.bt_apply.SetToolTipString("Save changes into the imported data.")
        self.bt_apply.Bind(wx.EVT_BUTTON, self.on_click_apply)

        self.bt_help = wx.Button(self, -1, "HELP", size=(_BOX_WIDTH, -1))
        self.bt_help.SetToolTipString("Get Help For Model Editor")
        self.bt_help.Bind(wx.EVT_BUTTON, self.on_help)

        self.bt_close = wx.Button(self, -1, 'Close', size=(_BOX_WIDTH, -1))
        self.bt_close.Bind(wx.EVT_BUTTON, self.on_close)
        self.bt_close.SetToolTipString("Close this panel.")

        self.button_sizer.AddMany([(self.bt_apply, 0,0),
                                   (self.bt_help, 0, wx.LEFT | wx.BOTTOM,15),
                                   (self.bt_close, 0, wx.LEFT | wx.RIGHT, 15)])

    def _do_layout(self):
        """
        Draw the current panel
        """
        self._define_structure()
        self._layout_name()
        self._layout_description()
        self._layout_param()
        self._layout_function()
        self._layout_msg()
        self._layout_button()
        self.main_sizer.AddMany([(self.name_sizer, 0, wx.EXPAND | wx.ALL, 5),
                                 (wx.StaticLine(self), 0,
                                  wx.ALL | wx.EXPAND, 5),
                                 (self.desc_sizer, 0, wx.EXPAND | wx.ALL, 5),
                                 (wx.StaticLine(self), 0,
                                  wx.ALL | wx.EXPAND, 5),
                                 (self.param_sizer, 1, wx.EXPAND | wx.ALL, 5),
                                 (wx.StaticLine(self), 0,
                                  wx.ALL | wx.EXPAND, 5),
                                 (self.function_sizer, 2,
                                  wx.EXPAND | wx.ALL, 5),
                                 (wx.StaticLine(self), 0,
                                  wx.ALL | wx.EXPAND, 5),
                                 (self.msg_sizer, 0, wx.EXPAND | wx.ALL, 5),
                                 (self.button_sizer, 0, wx.ALIGN_RIGHT)])
        self.SetSizer(self.main_sizer)
        self.SetAutoLayout(True)

    def _fill_math_combo(self):
        """
        Fill up the math combo box
        """
        self.math_combo = wx.ComboBox(self, -1, size=(100, -1),
                                      style=wx.CB_READONLY)
        for item in dir(math):
            if item.count("_") < 1:
                try:
                    exec "float(math.%s)" % item
                    self.math_combo.Append(str(item))
                except:
                    self.math_combo.Append(str(item) + "()")
        self.math_combo.Bind(wx.EVT_COMBOBOX, self._on_math_select)
        self.math_combo.SetSelection(0)
        return self.math_combo

    def _on_math_select(self, event):
        """
        On math selection on ComboBox
        """
        event.Skip()
        label = self.math_combo.GetValue()
        self.function_tcl.SetFocus()
        # Put the text at the cursor position
        pos = self.function_tcl.GetCurrentPos()
        self.function_tcl.InsertText(pos, label)
        # Put the cursor at appropriate position
        length = len(label)
        print length
        if label[length-1] == ')':
            length -= 1
        f_pos = pos + length
        self.function_tcl.GotoPos(f_pos)

    def get_notes(self):
        """
        return notes
        """
        return self._notes

    def on_change_name(self, event=None):
        """
        Change name
        """
        if event is not None:
            event.Skip()
        self.name_tcl.SetBackgroundColour('white')
        self.Refresh()

    def check_name(self):
        """
        Check name if exist already
        """
        self._notes = ''
        self.on_change_name(None)
        plugin_dir = self.path
        list_fnames = os.listdir(plugin_dir)
        # function/file name
        title = self.name_tcl.GetValue().lstrip().rstrip()
        self.name = title
        t_fname = title + '.py'
        if not self.overwrite_name:
            if t_fname in list_fnames:
                self.name_tcl.SetBackgroundColour('pink')
                return False
        self.fname = os.path.join(plugin_dir, t_fname)
        s_title = title
        if len(title) > 20:
            s_title = title[0:19] + '...'
        self._notes += "Model function name is set "
        self._notes += "to %s. \n" % str(s_title)
        return True

    def on_over_cb(self, event):
        """
        Set overwrite name flag on cb event
        """
        if event is not None:
            event.Skip()
        cb_value = event.GetEventObject()
        self.overwrite_name = cb_value.GetValue()

    def on_click_apply(self, event):
        """
        Changes are saved in data object imported to edit.

        checks firs for valid name, then if it already exists then checks
        that a function was entered and finally that if entered it contains at
        least a return statement.  If all passes writes file then tries to
        compile.  If compile fails or import module fails or run method fails
        tries to remove any .py and pyc files that may have been created and
        sets error message.

        :todo this code still could do with a careful going over to clean
        up and simplify. the non GUI methods such as this one should be removed
        to computational code of SasView. Most of those computational methods
        would be the same for both the simple editors.
        """
        #must post event here
        event.Skip()
        name = self.name_tcl.GetValue().lstrip().rstrip()
        info = 'Info'
        msg = ''
        result, check_err = '', ''
        # Sort out the errors if occur
        # First check for valid python name then if the name already exists
        if not name or not bool(re.match('^[A-Za-z0-9_]*$', name)):
            msg = '"%s" '%name
            msg += "is not a valid model name. Name must not be empty and \n"
            msg += "may include only alpha numeric or underline characters \n"
            msg += "and no spaces"
        elif self.check_name():
            description = self.desc_tcl.GetValue()
            param_str = self.param_tcl.GetText()
            pd_param_str = self.pd_param_tcl.GetText()
            func_str = self.function_tcl.GetText()
            # No input for the model function
            if func_str.lstrip().rstrip():
                if func_str.count('return') > 0:
                    self.write_file(self.fname, name, description, param_str,
                                    pd_param_str, func_str)
                    try:
                        result, msg = check_model(self.fname), None
                    except Exception:
                        import traceback
                        result, msg = None, "error building model"
                        check_err = "\n"+traceback.format_exc(limit=2)
                else:
                    msg = "Error: The func(x) must 'return' a value at least.\n"
                    msg += "For example: \n\nreturn 2*x"
            else:
                msg = 'Error: Function is not defined.'
        else:
            msg = "Name exists already."

        # Prepare the messagebox
        if self.base != None and not msg:
            self.base.update_custom_combo()
            # Passed exception in import test as it will fail for sasmodels.sasview_model class
            # Should add similar test for new style?
            Model = None
            try:
                exec "from %s import Model" % name
            except:
                logging.error(sys.exc_value)

        # Prepare the messagebox
        if msg:
            info = 'Error'
            color = 'red'
        else:
            self._notes = result
            msg = "Successful! Please look for %s in Plugin Models."%name
            msg += "  " + self._notes
            info = 'Info'
            color = 'blue'
        self._msg_box.SetLabel(msg)
        self._msg_box.SetForegroundColour(color)
        # Send msg to the top window
        if self.base != None:
            from sas.sasgui.guiframe.events import StatusEvent
            wx.PostEvent(self.base.parent,
                         StatusEvent(status=msg+check_err, info=info))
        self.warning = msg

    def write_file(self, fname, name, desc_str, param_str, pd_param_str, func_str):
        """
        Write content in file

        :param fname: full file path
        :param desc_str: content of the description strings
        :param param_str: content of params; Strings
        :param pd_param_str: content of params requiring polydispersity; Strings
        :param func_str: content of func; Strings
        """
        try:
            out_f = open(fname, 'w')
        except:
            raise
        # Prepare the content of the function
        lines = CUSTOM_TEMPLATE.split('\n')

        has_scipy = func_str.count("scipy.")
        if has_scipy:
            lines.insert(0, 'import scipy')
        
        # Think about 2D later        
        #self.is_2d = func_str.count("#self.ndim = 2")
        #line_2d = ''
        #if self.is_2d:
        #    line_2d = CUSTOM_2D_TEMP.split('\n')
        
        # Also think about test later        
        #line_test = TEST_TEMPLATE.split('\n')
        #local_params = ''
        #spaces = '        '#8spaces
        spaces4  = ' '*4
        spaces13 = ' '*13
        spaces16 = ' '*16     
        param_names = []    # to store parameter names
        has_scipy = func_str.count("scipy.")
        if has_scipy:
            lines.insert(0, 'import scipy')

        # write function here
        for line in lines:
            # The location where to put the strings is
            # hard-coded in the template as shown below.
            out_f.write(line + '\n')
            if line.count('#name'):
                out_f.write('name = "%s" \n' % name)               
            elif line.count('#title'):
                out_f.write('title = "User model for %s"\n' % name)               
            elif line.count('#description'):
                out_f.write('description = "%s"\n' % desc_str)               
            elif line.count('#parameters'):
                out_f.write('parameters = [ \n')
                for param_line in param_str.split('\n'):
                    p_line = param_line.lstrip().rstrip()
                    if p_line:
                        pname, pvalue = self.get_param_helper(p_line)
                        param_names.append(pname)
                        out_f.write("%s['%s', '', %s, [-numpy.inf, numpy.inf], '', ''],\n" % (spaces16, pname, pvalue))
                for param_line in pd_param_str.split('\n'):
                    p_line = param_line.lstrip().rstrip()
                    if p_line:
                        pname, pvalue = self.get_param_helper(p_line)
                        param_names.append(pname)
                        out_f.write("%s['%s', '', %s, [-numpy.inf, numpy.inf], 'volume', ''],\n" % (spaces16, pname, pvalue))
                out_f.write('%s]\n' % spaces13)
            
        # No form_volume or ER available in simple model editor
        out_f.write('def form_volume(*arg): \n')
        out_f.write('    return 1.0 \n')
        out_f.write('\n')
        out_f.write('def ER(*arg): \n')
        out_f.write('    return 1.0 \n')
        
        # function to compute
        out_f.write('\n')
        out_f.write('def Iq(x ')
        for name in param_names:
            out_f.write(', %s' % name)
        out_f.write('):\n')
        for func_line in func_str.split('\n'):
            out_f.write('%s%s\n' % (spaces4, func_line))
        
        Iqxy_string = 'return Iq(numpy.sqrt(x**2+y**2) '
            
        out_f.write('\n')
        out_f.write('def Iqxy(x, y ')
        for name in param_names:
            out_f.write(', %s' % name)
            Iqxy_string += ', ' + name
        out_f.write('):\n')
        Iqxy_string += ')'
        out_f.write('%s%s\n' % (spaces4, Iqxy_string))

        out_f.close()

    def get_param_helper(self, line):
        """
        Get string in line to define the params dictionary

        :param line: one line of string got from the param_str
        """
        items = line.split(";")
        for item in items:
            name = item.split("=")[0].lstrip().rstrip()
            try:
                value = item.split("=")[1].lstrip().rstrip()
                float(value)
            except:
                value = 1.0 # default

        return name, value

    def set_function_helper(self, line):
        """
        Get string in line to define the local params

        :param line: one line of string got from the param_str
        """
        params_str = ''
        spaces = '        '#8spaces
        items = line.split(";")
        for item in items:
            name = item.split("=")[0].lstrip().rstrip()
            params_str += spaces + "%s = self.params['%s']\n" % (name, name)
        return params_str

    def get_warning(self):
        """
        Get the warning msg
        """
        return self.warning

    def on_help(self, event):
        """
        Bring up the New Plugin Model Editor Documentation whenever
        the HELP button is clicked.

        Calls DocumentationWindow with the path of the location within the
        documentation tree (after /doc/ ....".  Note that when using old
        versions of Wx (before 2.9) and thus not the release version of
        installers, the help comes up at the top level of the file as
        webbrowser does not pass anything past the # to the browser when it is
        running "file:///...."

    :param evt: Triggers on clicking the help button
    """

        _TreeLocation = "user/sasgui/perspectives/fitting/fitting_help.html"
        _PageAnchor = "#new-plugin-model"
        _doc_viewer = DocumentationWindow(self, -1, _TreeLocation, _PageAnchor,
                                          "Plugin Model Editor Help")

    def on_close(self, event):
        """
        leave data as it is and close
        """
        self.parent.Show(False)#Close()
        event.Skip()

class EditorWindow(wx.Frame):
    """
    Editor Window
    """
    def __init__(self, parent, base, path, title,
                 size=(EDITOR_WIDTH, EDITOR_HEIGTH), *args, **kwds):
        """
        Init
        """
        kwds["title"] = title
        kwds["size"] = size
        wx.Frame.__init__(self, parent=None, *args, **kwds)
        self.parent = parent
        self.panel = EditorPanel(parent=self, base=parent,
                                 path=path, title=title)
        self.Show(True)
        wx.EVT_CLOSE(self, self.on_close)

    def on_close(self, event):
        """
        On close event
        """
        self.Show(False)
        #if self.parent != None:
        #    self.parent.new_model_frame = None
        #self.Destroy()

## Templates for plugin models

CUSTOM_TEMPLATE = """
from math import *
import os
import sys
import numpy

#name 

#title

#description

#parameters 

"""

CUSTOM_2D_TEMP = """
    def run(self, x=0.0, y=0.0):
        if x.__class__.__name__ == 'list':
            x_val = x[0]
            y_val = y[0]*0.0
            return self.function(x_val, y_val)
        elif x.__class__.__name__ == 'tuple':
            msg = "Tuples are not allowed as input to BaseComponent models"
            raise ValueError, msg
        else:
            return self.function(x, 0.0)
    def runXY(self, x=0.0, y=0.0):
        if x.__class__.__name__ == 'list':
            return self.function(x, y)
        elif x.__class__.__name__ == 'tuple':
            msg = "Tuples are not allowed as input to BaseComponent models"
            raise ValueError, msg
        else:
            return self.function(x, y)
    def evalDistribution(self, qdist):
        if qdist.__class__.__name__ == 'list':
            msg = "evalDistribution expects a list of 2 ndarrays"
            if len(qdist)!=2:
                raise RuntimeError, msg
            if qdist[0].__class__.__name__ != 'ndarray':
                raise RuntimeError, msg
            if qdist[1].__class__.__name__ != 'ndarray':
                raise RuntimeError, msg
            v_model = numpy.vectorize(self.runXY, otypes=[float])
            iq_array = v_model(qdist[0], qdist[1])
            return iq_array
        elif qdist.__class__.__name__ == 'ndarray':
            v_model = numpy.vectorize(self.runXY, otypes=[float])
            iq_array = v_model(qdist)
            return iq_array
"""
TEST_TEMPLATE = """
######################################################################
## THIS IS FOR TEST. DO NOT MODIFY THE FOLLOWING LINES!!!!!!!!!!!!!!!!
if __name__ == "__main__":
    m= Model()
    out1 = m.runXY(0.0)
    out2 = m.runXY(0.01)
    isfine1 = numpy.isfinite(out1)
    isfine2 = numpy.isfinite(out2)
    print "Testing the value at Q = 0.0:"
    print out1, " : finite? ", isfine1
    print "Testing the value at Q = 0.01:"
    print out2, " : finite? ", isfine2
    if isfine1 and isfine2:
        print "===> Simple Test: Passed!"
    else:
        print "===> Simple Test: Failed!"
"""
SUM_TEMPLATE = """
# A sample of an experimental model function for Sum/Multiply(Pmodel1,Pmodel2)
import os
import sys
import copy
import collections

import numpy

from sas.sascalc.fit.pluginmodel import Model1DPlugin
from sasmodels.sasview_model import find_model

class Model(Model1DPlugin):
    name = os.path.splitext(os.path.basename(__file__))[0]
    is_multiplicity_model = False
    def __init__(self, multiplicity=1):
        Model1DPlugin.__init__(self, name='')
        P1 = find_model('%s')
        P2 = find_model('%s')
        p_model1 = P1()
        p_model2 = P2()
        ## Setting  model name model description
        self.description = '%s'
        if self.name.rstrip().lstrip() == '':
            self.name = self._get_name(p_model1.name, p_model2.name)
        if self.description.rstrip().lstrip() == '':
            self.description = p_model1.name
            self.description += p_model2.name
            self.fill_description(p_model1, p_model2)

        ## Define parameters
        self.params = collections.OrderedDict()

        ## Parameter details [units, min, max]
        self.details = {}
        ## Magnetic Panrameters
        self.magnetic_params = []
        # non-fittable parameters
        self.non_fittable = p_model1.non_fittable
        self.non_fittable += p_model2.non_fittable

        ##models
        self.p_model1= p_model1
        self.p_model2= p_model2


        ## dispersion
        self._set_dispersion()
        ## Define parameters
        self._set_params()
        ## New parameter:scaling_factor
        self.params['scale_factor'] = %s

        ## Parameter details [units, min, max]
        self._set_details()
        self.details['scale_factor'] = ['', 0.0, numpy.inf]


        #list of parameter that can be fitted
        self._set_fixed_params()

        ## parameters with orientation
        self.orientation_params = []
        for item in self.p_model1.orientation_params:
            new_item = "p1_" + item
            if not new_item in self.orientation_params:
                self.orientation_params.append(new_item)

        for item in self.p_model2.orientation_params:
            new_item = "p2_" + item
            if not new_item in self.orientation_params:
                self.orientation_params.append(new_item)
        ## magnetic params
        self.magnetic_params = []
        for item in self.p_model1.magnetic_params:
            new_item = "p1_" + item
            if not new_item in self.magnetic_params:
                self.magnetic_params.append(new_item)

        for item in self.p_model2.magnetic_params:
            new_item = "p2_" + item
            if not new_item in self.magnetic_params:
                self.magnetic_params.append(new_item)
        # get multiplicity if model provide it, else 1.
        try:
            multiplicity1 = p_model1.multiplicity
            try:
                multiplicity2 = p_model2.multiplicity
            except:
                multiplicity2 = 1
        except:
            multiplicity1 = 1
            multiplicity2 = 1
        ## functional multiplicity of the model
        self.multiplicity1 = multiplicity1
        self.multiplicity2 = multiplicity2
        self.multiplicity_info = []

    def _clone(self, obj):
        import copy
        obj.params     = copy.deepcopy(self.params)
        obj.description     = copy.deepcopy(self.description)
        obj.details    = copy.deepcopy(self.details)
        obj.dispersion = copy.deepcopy(self.dispersion)
        obj.p_model1  = self.p_model1.clone()
        obj.p_model2  = self.p_model2.clone()
        #obj = copy.deepcopy(self)
        return obj

    def _get_name(self, name1, name2):
        p1_name = self._get_upper_name(name1)
        if not p1_name:
            p1_name = name1
        name = p1_name
        name += "_and_"
        p2_name = self._get_upper_name(name2)
        if not p2_name:
            p2_name = name2
        name += p2_name
        return name

    def _get_upper_name(self, name=None):
        if name == None:
            return ""
        upper_name = ""
        str_name = str(name)
        for index in range(len(str_name)):
            if str_name[index].isupper():
                upper_name += str_name[index]
        return upper_name

    def _set_dispersion(self):
        self.dispersion = collections.OrderedDict()
        ##set dispersion only from p_model
        for name , value in self.p_model1.dispersion.iteritems():
            #if name.lower() not in self.p_model1.orientation_params:
            new_name = "p1_" + name
            self.dispersion[new_name]= value
        for name , value in self.p_model2.dispersion.iteritems():
            #if name.lower() not in self.p_model2.orientation_params:
            new_name = "p2_" + name
            self.dispersion[new_name]= value

    def function(self, x=0.0):
        return 0

    def getProfile(self):
        try:
            x,y = self.p_model1.getProfile()
        except:
            x = None
            y = None

        return x, y

    def _set_params(self):
        for name , value in self.p_model1.params.iteritems():
            # No 2D-supported
            #if name not in self.p_model1.orientation_params:
            new_name = "p1_" + name
            self.params[new_name]= value

        for name , value in self.p_model2.params.iteritems():
            # No 2D-supported
            #if name not in self.p_model2.orientation_params:
            new_name = "p2_" + name
            self.params[new_name]= value

        # Set "scale" as initializing
        self._set_scale_factor()


    def _set_details(self):
        for name ,detail in self.p_model1.details.iteritems():
            new_name = "p1_" + name
            #if new_name not in self.orientation_params:
            self.details[new_name]= detail

        for name ,detail in self.p_model2.details.iteritems():
            new_name = "p2_" + name
            #if new_name not in self.orientation_params:
            self.details[new_name]= detail

    def _set_scale_factor(self):
        pass


    def setParam(self, name, value):
        # set param to this (p1, p2) model
        self._setParamHelper(name, value)

        ## setParam to p model
        model_pre = ''
        new_name = ''
        name_split = name.split('_', 1)
        if len(name_split) == 2:
            model_pre = name.split('_', 1)[0]
            new_name = name.split('_', 1)[1]
        if model_pre == "p1":
            if new_name in self.p_model1.getParamList():
                self.p_model1.setParam(new_name, value)
        elif model_pre == "p2":
             if new_name in self.p_model2.getParamList():
                self.p_model2.setParam(new_name, value)
        elif name == 'scale_factor':
            self.params['scale_factor'] = value
        else:
            raise ValueError, "Model does not contain parameter %s" % name

    def getParam(self, name):
        # Look for dispersion parameters
        toks = name.split('.')
        if len(toks)==2:
            for item in self.dispersion.keys():
                # 2D not supported
                if item.lower()==toks[0].lower():
                    for par in self.dispersion[item]:
                        if par.lower() == toks[1].lower():
                            return self.dispersion[item][par]
        else:
            # Look for standard parameter
            for item in self.params.keys():
                if item.lower()==name.lower():
                    return self.params[item]
        return
        #raise ValueError, "Model does not contain parameter %s" % name

    def _setParamHelper(self, name, value):
        # Look for dispersion parameters
        toks = name.split('.')
        if len(toks)== 2:
            for item in self.dispersion.keys():
                if item.lower()== toks[0].lower():
                    for par in self.dispersion[item]:
                        if par.lower() == toks[1].lower():
                            self.dispersion[item][par] = value
                            return
        else:
            # Look for standard parameter
            for item in self.params.keys():
                if item.lower()== name.lower():
                    self.params[item] = value
                    return

        raise ValueError, "Model does not contain parameter %s" % name


    def _set_fixed_params(self):
        self.fixed = []
        for item in self.p_model1.fixed:
            new_item = "p1" + item
            self.fixed.append(new_item)
        for item in self.p_model2.fixed:
            new_item = "p2" + item
            self.fixed.append(new_item)

        self.fixed.sort()


    def run(self, x = 0.0):
        self._set_scale_factor()
        return self.params['scale_factor'] %s \
(self.p_model1.run(x) %s self.p_model2.run(x))

    def runXY(self, x = 0.0):
        self._set_scale_factor()
        return self.params['scale_factor'] %s \
(self.p_model1.runXY(x) %s self.p_model2.runXY(x))

    ## Now (May27,10) directly uses the model eval function
    ## instead of the for-loop in Base Component.
    def evalDistribution(self, x = []):
        self._set_scale_factor()
        return self.params['scale_factor'] %s \
(self.p_model1.evalDistribution(x) %s \
self.p_model2.evalDistribution(x))

    def set_dispersion(self, parameter, dispersion):
        value= None
        new_pre = parameter.split("_", 1)[0]
        new_parameter = parameter.split("_", 1)[1]
        try:
            if new_pre == 'p1' and \
new_parameter in self.p_model1.dispersion.keys():
                value= self.p_model1.set_dispersion(new_parameter, dispersion)
            if new_pre == 'p2' and \
new_parameter in self.p_model2.dispersion.keys():
                value= self.p_model2.set_dispersion(new_parameter, dispersion)
            self._set_dispersion()
            return value
        except:
            raise

    def fill_description(self, p_model1, p_model2):
        description = ""
        description += "This model gives the summation or multiplication of"
        description += "%s and %s. "% ( p_model1.name, p_model2.name )
        self.description += description

if __name__ == "__main__":
    m1= Model()
    #m1.setParam("p1_scale", 25)
    #m1.setParam("p1_length", 1000)
    #m1.setParam("p2_scale", 100)
    #m1.setParam("p2_rg", 100)
    out1 = m1.runXY(0.01)

    m2= Model()
    #m2.p_model1.setParam("scale", 25)
    #m2.p_model1.setParam("length", 1000)
    #m2.p_model2.setParam("scale", 100)
    #m2.p_model2.setParam("rg", 100)
    out2 = m2.p_model1.runXY(0.01) %s m2.p_model2.runXY(0.01)\n
    print "My name is %s."% m1.name
    print out1, " = ", out2
    if out1 == out2:
        print "===> Simple Test: Passed!"
    else:
        print "===> Simple Test: Failed!"
"""

if __name__ == "__main__":
#    app = wx.PySimpleApp()
    main_app = wx.App()
    main_frame = TextDialog(id=1, model_list=["SphereModel", "CylinderModel"],
                       plugin_dir='../fitting/plugin_models')
    main_frame.ShowModal()
    main_app.MainLoop()

#if __name__ == "__main__":
#    from sas.sasgui.perspectives.fitting import models
#    dir_path = models.find_plugins_dir()
#    app = wx.App()
#    window = EditorWindow(parent=None, base=None, path=dir_path, title="Editor")
#    app.MainLoop()