source: sasview/src/sas/sasgui/perspectives/fitting/fitpanel.py @ aefde77

"""
FitPanel class contains fields allowing to fit  models and  data

:note: For Fit to be performed the user should check at least one parameter
    on fit Panel window.

"""
import wx
from wx.aui import AuiNotebook as nb

from sas.sascalc.fit.models import ModelManager

from sas.sasgui.guiframe.panel_base import PanelBase
from sas.sasgui.guiframe.events import PanelOnFocusEvent, StatusEvent
from sas.sasgui.guiframe.dataFitting import check_data_validity


from . import basepage
from .fitpage import FitPage
from .simfitpage import SimultaneousFitPage
from .batchfitpage import BatchFitPage
from .fitting_widgets import BatchDataDialog

_BOX_WIDTH = 80


class FitPanel(nb, PanelBase):
    """
    FitPanel class contains fields allowing to fit  models and  data

    :note: For Fit to be performed the user should check at least one parameter
        on fit Panel window.

    """
    # Internal name for the AUI manager
    window_name = "Fit panel"
    # Title to appear on top of the window
    window_caption = "Fit Panel "
    CENTER_PANE = True

    def __init__(self, parent, manager=None, *args, **kwargs):
        """
        """
        nb.__init__(self, parent, wx.ID_ANY,
                    style=wx.aui.AUI_NB_WINDOWLIST_BUTTON |
                    wx.aui.AUI_NB_DEFAULT_STYLE |
                    wx.CLIP_CHILDREN)
        PanelBase.__init__(self, parent)
        # self.SetWindowStyleFlag(style=nb.FNB_FANCY_TABS)
        self._manager = manager
        self.parent = parent
        self.event_owner = None
        # dictionary of miodel {model class name, model class}
        self.menu_mng = ModelManager()
        self.model_list_box = self.menu_mng.get_model_list()
        # pageClosedEvent = nb.EVT_FLATNOTEBOOK_PAGE_CLOSING
        self.model_dictionary = self.menu_mng.get_model_dictionary()
        self.pageClosedEvent = wx.aui.EVT_AUINOTEBOOK_PAGE_CLOSE

        self.Bind(self.pageClosedEvent, self.on_close_page)
        # save the title of the last page tab added
        self.fit_page_name = {}
        # list of existing fit page
        self.opened_pages = {}
        # index of fit page
        self.fit_page_index = 0
        # index of batch page
        self.batch_page_index = 0
        # page of simultaneous fit
        self.sim_page = None
        self.batch_page = None
        # get the state of a page
        self.Bind(basepage.EVT_PAGE_INFO, self._onGetstate)
        self.Bind(basepage.EVT_PREVIOUS_STATE, self._onUndo)
        self.Bind(basepage.EVT_NEXT_STATE, self._onRedo)
        self.Bind(wx.aui.EVT_AUINOTEBOOK_PAGE_CHANGED, self.on_page_changing)
        self.Bind(wx.aui.EVT_AUINOTEBOOK_PAGE_CLOSED, self.on_closed)

    def on_closed(self, event):
        """
        """
        if self.GetPageCount() == 0:
            self.add_empty_page()
            self.enable_close_button()

    def save_project(self, doc=None):
        """
        return an xml node containing state of the panel
        that guiframe can write to file
        """
        # Iterate through all pages and check for batch fitting
        batch_state = None
        if self.sim_page is not None:
            batch_state = self.sim_page.set_state()

        for uid, page in self.opened_pages.items():
            data = page.get_data()
            # state must be cloned
            state = page.get_state().clone()
            # data_list only populated with real data
            # Fake object in data from page.get_data() if model is selected
            if len(page.data_list) is not 0 and page.model is not None:
                new_doc = self._manager.state_reader.write_toXML(data,
                                                                 state,
                                                                 batch_state)
                # Fit #2 through #n are append to first fit
                if doc is not None and hasattr(doc, "firstChild"):
                    # Only append if properly formed new_doc
                    if new_doc is not None and hasattr(new_doc, "firstChild"):
                        child = new_doc.firstChild.firstChild
                        doc.firstChild.appendChild(child)
                # First fit defines the main document
                else:
                    doc = new_doc

        return doc

    def update_model_list(self):
        """
        """
        temp = self.menu_mng.update()
        if temp:
            self.model_list_box = temp
        return temp

    def reset_pmodel_list(self):
        """
        """
        self.model_list_box = self.menu_mng.plugins_reset()
        return self.model_list_box

    def get_page_by_id(self, uid):
        """
        """
        if uid not in self.opened_pages:
            msg = "Fitpanel cannot find ID: %s in self.opened_pages" % str(uid)
            raise ValueError(msg)
        else:
            return self.opened_pages[uid]

    def on_page_changing(self, event):
        """
        calls the function when the current event handler has exited. avoiding
        to call panel on focus on a panel that is currently deleted
        """
        wx.CallAfter(self.helper_on_page_change)

    def helper_on_page_change(self):
        """
        """
        pos = self.GetSelection()
        if pos != -1:
            selected_page = self.GetPage(pos)
            wx.PostEvent(self._manager.parent,
                         PanelOnFocusEvent(panel=selected_page))
        self.enable_close_button()

    def on_set_focus(self, event):
        """
        """
        pos = self.GetSelection()
        if pos != -1:
            selected_page = self.GetPage(pos)
            wx.PostEvent(self._manager.parent,
                         PanelOnFocusEvent(panel=selected_page))

    def get_data(self):
        """
        get the data in the current page
        """
        pos = self.GetSelection()
        if pos != -1:
            selected_page = self.GetPage(pos)
            return selected_page.get_data()

    def set_model_state(self, state):
        """
        receive a state to reset the model in the current page
        """
        pos = self.GetSelection()
        if pos != -1:
            selected_page = self.GetPage(pos)
            selected_page.set_model_state(state)

    def get_state(self):
        """
        return the state of the current selected page
        """
        pos = self.GetSelection()
        if pos != -1:
            selected_page = self.GetPage(pos)
            return selected_page.get_state()

    def close_all(self):
        """
        remove all pages, used when a svs file is opened
        """

        # use while-loop, for-loop will not do the job well.
        while (self.GetPageCount() > 0):
            page = self.GetPage(self.GetPageCount() - 1)
            if self._manager.parent.panel_on_focus == page:
                self._manager.parent.panel_on_focus = None
            self._close_helper(selected_page=page)
            self.DeletePage(self.GetPageCount() - 1)
        # Clear list of names
        self.fit_page_name = {}
        # Clear list of opened pages
        self.opened_pages = {}
        self.fit_page_index = 0
        self.batch_page_index = 0

    def set_state(self, state):
        """
        Restore state of the panel
        """
        page_is_opened = False
        if state is not None:
            for uid, panel in self.opened_pages.items():
                # Don't return any panel is the exact same page is created
                if uid == panel.uid and panel.data == state.data:
                    # the page is still opened
                    panel.reset_page(state=state)
                    panel.save_current_state()
                    page_is_opened = True
            if not page_is_opened:
                if state.data.__class__.__name__ != 'list':
                    # To support older state file format
                    list_data = [state.data]
                else:
                    # Todo: need new file format for the list
                    list_data = state.data
                panel = self._manager.add_fit_page(data=list_data)
                # add data associated to the page created
                if panel is not None:
                    self._manager.store_data(uid=panel.uid,
                                             data_list=list_data,
                                             caption=panel.window_caption)
                    panel.reset_page(state=state)
                    panel.save_current_state()

    def clear_panel(self):
        """
        Clear and close all panels, used by guimanager
        """
        # close all panels only when svs file opened
        self.close_all()
        self.sim_page = None
        self.batch_page = None

    def on_close_page(self, event=None):
        """
        close page and remove all references to the closed page
        """
        selected_page = self.GetPage(self.GetSelection())
        if self.GetPageCount() == 1:
            if selected_page.get_data() is not None:
                if event is not None:
                    event.Veto()
                return
        self._close_helper(selected_page=selected_page)

    def close_page_with_data(self, deleted_data):
        """
        close a fit page when its data is completely remove from the graph
        """
        if deleted_data is None:
            return
        for index in range(self.GetPageCount()):
            selected_page = self.GetPage(index)
            if hasattr(selected_page, "get_data"):
                data = selected_page.get_data()

                if data is None:
                    # the fitpanel exists and only the initial fit page is open
                    # with no selected data
                    return
                if data.id == deleted_data.id:
                    self._close_helper(selected_page)
                    self.DeletePage(index)
                    break

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

        :param manager: instance of plugin fitting
        """
        self._manager = manager
        for pos in range(self.GetPageCount()):
            page = self.GetPage(pos)
            if page is not None:
                page.set_manager(self._manager)

    def set_model_list(self, dict):
        """
        copy a dictionary of model into its own dictionary

        :param dict: dictionnary made of model name as key and model class
            as value
        """
        self.model_list_box = dict

    def set_model_dictionary(self, model_dictionary):
        """
        copy a dictionary of model name -> model object

        :param model_dictionary: dictionary linking model name -> model object
        """

    def get_current_page(self):
        """
        :return: the current page selected

        """
        return self.GetPage(self.GetSelection())

    def add_sim_page(self, caption="Const & Simul Fit"):
        """
        Add the simultaneous fit page
        """
        page_finder = self._manager.get_page_finder()
        if caption == "Const & Simul Fit":
            self.sim_page = SimultaneousFitPage(self, page_finder=page_finder,
                                                 id=wx.ID_ANY, batch_on=False)
            self.sim_page.window_caption = caption
            self.sim_page.window_name = caption
            self.sim_page.uid = wx.NewId()
            self.AddPage(self.sim_page, caption, True)
            self.sim_page.set_manager(self._manager)
            self.enable_close_button()
            return self.sim_page
        else:
            self.batch_page = SimultaneousFitPage(self, batch_on=True,
                                                  page_finder=page_finder)
            self.batch_page.window_caption = caption
            self.batch_page.window_name = caption
            self.batch_page.uid = wx.NewId()
            self.AddPage(self.batch_page, caption, True)
            self.batch_page.set_manager(self._manager)
            self.enable_close_button()
            return self.batch_page

    def add_empty_page(self):
        """
        add an empty page
        """
        if self.batch_on:
            panel = BatchFitPage(parent=self)
            self.batch_page_index += 1
            caption = "BatchPage" + str(self.batch_page_index)
            panel.set_index_model(self.batch_page_index)
        else:
            # Increment index of fit page
            panel = FitPage(parent=self)
            self.fit_page_index += 1
            caption = "FitPage" + str(self.fit_page_index)
            panel.set_index_model(self.fit_page_index)
        panel.batch_on = self.batch_on
        panel._set_save_flag(not panel.batch_on)
        panel.set_model_dictionary(self.model_dictionary)
        panel.populate_box(model_list_box=self.model_list_box)
        panel.formfactor_combo_init()
        panel.set_manager(self._manager)
        panel.window_caption = caption
        panel.window_name = caption
        self.AddPage(panel, caption, select=True)
        self.opened_pages[panel.uid] = panel
        self._manager.create_fit_problem(panel.uid)
        self._manager.page_finder[panel.uid].add_data(panel.get_data())
        self.enable_close_button()
        panel.on_set_focus(None)
        return panel

    def enable_close_button(self):
        """
        display the close button on tab for more than 1 tabs else remove the
        close button
        """
        if self.GetPageCount() <= 1:
            style = self.GetWindowStyleFlag()
            flag = wx.aui.AUI_NB_CLOSE_ON_ACTIVE_TAB
            if style & wx.aui.AUI_NB_CLOSE_ON_ACTIVE_TAB == flag:
                style = style & ~wx.aui.AUI_NB_CLOSE_ON_ACTIVE_TAB
                self.SetWindowStyle(style)
        else:
            style = self.GetWindowStyleFlag()
            flag = wx.aui.AUI_NB_CLOSE_ON_ACTIVE_TAB
            if style & wx.aui.AUI_NB_CLOSE_ON_ACTIVE_TAB != flag:
                style |= wx.aui.AUI_NB_CLOSE_ON_ACTIVE_TAB
                self.SetWindowStyle(style)

    def delete_data(self, data):
        """
        Delete the given data
        """
        if data.__class__.__name__ != "list":
            raise ValueError("Fitpanel delete_data expect list of id")
        else:
            for page in list(self.opened_pages.values()):
                pos = self.GetPageIndex(page)
                temp_data = page.get_data()
                if temp_data is not None and temp_data.id in data:
                    self.close_page_with_data(temp_data)
            if self.sim_page is not None:
                if len(self.sim_page.model_list) == 0:
                    pos = self.GetPageIndex(self.sim_page)
                    self.SetSelection(pos)
                    self.on_close_page(event=None)
                    self.DeletePage(pos)
                    self.sim_page = None
                    self.batch_on = False
            if self.GetPageCount() == 0:
                self._manager.on_add_new_page(event=None)

    def set_data_on_batch_mode(self, data_list):
        """
        Add all data to a single tab when the application is on Batch mode.
        However all data in the set of data must be either 1D or 2D type.
        This method presents option to select the data type before creating a
        tab.
        """
        data_1d_list = []
        data_2d_list = []
        group_id_1d = wx.NewId()
        # separate data into data1d and data2d list
        for data in data_list:
            if data.__class__.__name__ == "Data1D":
                data.group_id = group_id_1d
                data_1d_list.append(data)
            if data.__class__.__name__ == "Data2D":
                data.group_id = wx.NewId()
                data_2d_list.append(data)
        page = None
        for p in list(self.opened_pages.values()):
            # check if there is an empty page to fill up
            if not check_data_validity(p.get_data()) and p.batch_on:

                # make sure data get placed in 1D empty tab if data is 1D
                # else data get place on 2D tab empty tab
                enable2D = p.get_view_mode()
                if (data.__class__.__name__ == "Data2D" and enable2D)\
                or (data.__class__.__name__ == "Data1D" and not enable2D):
                    page = p
                    break
        if data_1d_list and data_2d_list:
            # need to warning the user that this batch is a special case
            dlg = BatchDataDialog(self)
            if dlg.ShowModal() == wx.ID_OK:
                data_type = dlg.get_data()
                dlg.Destroy()
                if page is None:
                    page = self.add_empty_page()
                if data_type == 1:
                    # user has selected only data1D
                    page.fill_data_combobox(data_1d_list)
                elif data_type == 2:
                    page.fill_data_combobox(data_2d_list)
            else:
                # the batch analysis is canceled
                dlg.Destroy()
                return None
        else:
            if page is None:
                page = self.add_empty_page()
            if data_1d_list and not data_2d_list:
                # only on type of data
                page.fill_data_combobox(data_1d_list)
            elif not data_1d_list and data_2d_list:
                page.fill_data_combobox(data_2d_list)

        pos = self.GetPageIndex(page)
        page.batch_on = self.batch_on
        page._set_save_flag(not page.batch_on)
        self.SetSelection(pos)
        self.opened_pages[page.uid] = page
        return page

    def set_data(self, data_list):
        """
        Add a fitting page on the notebook contained by fitpanel

        :param data_list: data to fit

        :return panel : page just added for further used.
        is used by fitting module

        """
        if not data_list:
            return None
        if self.batch_on:
            return self.set_data_on_batch_mode(data_list)
        else:
            data = None
            try:
                data = data_list[0]
            except Exception:
                # for 'fitv' files
                data_list = [data]
                data = data_list[0]

            if data is None:
                return None
        focused_page = self.GetPage(self.GetSelection())
        for page in list(self.opened_pages.values()):
            # check if the selected data existing in the fitpanel
            pos = self.GetPageIndex(page)
            if not check_data_validity(page.get_data()) and not page.batch_on:
                if page.model is not None and page != focused_page:
                    # Page has an active theory and is in background - don't
                    # send data here.
                    continue
                # make sure data get placed in 1D empty tab if data is 1D
                # else data get place on 2D tab empty tab
                enable2D = page.get_view_mode()
                if (data.__class__.__name__ == "Data2D" and enable2D)\
                   or (data.__class__.__name__ == "Data1D" and not enable2D):
                    page.batch_on = self.batch_on
                    page._set_save_flag(not page.batch_on)
                    page.fill_data_combobox(data_list)
                    # caption = "FitPage" + str(self.fit_page_index)
                    self.SetPageText(pos, page.window_caption)
                    self.SetSelection(pos)
                    return page
        # create new page and add data
        page = self.add_empty_page()
        pos = self.GetPageIndex(page)
        page.fill_data_combobox(data_list)
        self.opened_pages[page.uid] = page
        self.SetSelection(pos)
        return page

    def _onGetstate(self, event):
        """
        copy the state of a page
        """
        page = event.page
        if page.uid in self.fit_page_name:
            self.fit_page_name[page.uid].appendItem(page.createMemento())

    def _onUndo(self, event):
        """
        return the previous state of a given page is available
        """
        page = event.page
        if page.uid in self.fit_page_name:
            if self.fit_page_name[page.uid].getCurrentPosition() == 0:
                state = None
            else:
                state = self.fit_page_name[page.uid].getPreviousItem()
                page._redo.Enable(True)
            page.reset_page(state)

    def _onRedo(self, event):
        """
        return the next state available
        """
        page = event.page
        if page.uid in self.fit_page_name:
            length = len(self.fit_page_name[page.uid])
            if self.fit_page_name[page.uid].getCurrentPosition() == length - 1:
                state = None
                page._redo.Enable(False)
                page._redo.Enable(True)
            else:
                state = self.fit_page_name[page.uid].getNextItem()
            page.reset_page(state)

    def _close_helper(self, selected_page):
        """
        Delete the given page from the notebook
        """
        # remove hint page
        # if selected_page == self.hint_page:
        #    return
        # removing sim_page
        if selected_page == self.sim_page:
            self._manager.sim_page = None
            return
        if selected_page == self.batch_page:
            self._manager.batch_page = None
            return
        # closing other pages
        state = selected_page.createMemento()
        page_finder = self._manager.get_page_finder()
        # removing fit page
        data = selected_page.get_data()
        # Don' t remove plot for 2D
        flag = True
        if data.__class__.__name__ == 'Data2D':
            flag = False
        if selected_page in page_finder:
            # Delete the name of the page into the list of open page
            for uid, list in self.opened_pages.items():
                # Don't return any panel is the exact same page is created
                if flag and selected_page.uid == uid:
                    self._manager.remove_plot(uid, theory=False)
                    break
            del page_finder[selected_page]

        # Delete the name of the page into the list of open page
        for uid, list in self.opened_pages.items():
            # Don't return any panel is the exact same page is created
            if selected_page.uid == uid:
                del self.opened_pages[selected_page.uid]
                break
        # remove the check box link to the model name of the selected_page
        try:
            self.sim_page.draw_page()
        except:
            # that page is already deleted no need to remove check box on
            # non existing page
            pass
        try:
            self.batch_page.draw_page()
        except:
            # that page is already deleted no need to remove check box on
            # non existing page
            pass