# -*- coding: utf-8 -*-
# -----------------------------------------------------------------------------
# Copyright © Spyder Project Contributors
#
# Licensed under the terms of the MIT License
# (see spyder/__init__.py for details)
# ----------------------------------------------------------------------------

"""
Collections (i.e. dictionary, list and tuple) editor widget and dialog.
"""

#TODO: Multiple selection: open as many editors (array/dict/...) as necessary,
#      at the same time

# pylint: disable=C0103
# pylint: disable=R0903
# pylint: disable=R0911
# pylint: disable=R0201

# Standard library imports
from __future__ import print_function
import datetime
import gc
import sys
import warnings

# Third party imports
from qtpy.compat import getsavefilename, to_qvariant
from qtpy.QtCore import (QAbstractTableModel, QDateTime, QModelIndex, Qt,
                         Signal, Slot)
from qtpy.QtGui import QColor, QKeySequence
from qtpy.QtWidgets import (QAbstractItemDelegate, QApplication, QDateEdit,
                            QDateTimeEdit, QDialog, QHBoxLayout,
                            QInputDialog, QItemDelegate, QLineEdit, QMenu,
                            QMessageBox, QPushButton, QTableView,
                            QVBoxLayout, QWidget)
from spyder_kernels.utils.misc import fix_reference_name
from spyder_kernels.utils.nsview import (
    array, DataFrame, DatetimeIndex, display_to_value, FakeObject,
    get_color_name, get_human_readable_type, get_size, Image, is_editable_type,
    is_known_type, MaskedArray, ndarray, np_savetxt, Series, sort_against,
    try_to_eval, unsorted_unique, value_to_display, get_object_attrs,
    get_type_string)

# Local imports
from spyder.config.base import _
from spyder.config.fonts import DEFAULT_SMALL_DELTA
from spyder.config.gui import get_font
from spyder.py3compat import (io, is_binary_string, is_text_string,
                              PY3, to_text_string)
from spyder.utils import icon_manager as ima
from spyder.utils.misc import getcwd_or_home
from spyder.utils.qthelpers import (add_actions, create_action,
                                    mimedata2url)
from spyder.widgets.variableexplorer.importwizard import ImportWizard
from spyder.widgets.variableexplorer.texteditor import TextEditor

if ndarray is not FakeObject:
    from spyder.widgets.variableexplorer.arrayeditor import ArrayEditor

if DataFrame is not FakeObject:
    from spyder.widgets.variableexplorer.dataframeeditor import DataFrameEditor


LARGE_NROWS = 100
ROWS_TO_LOAD = 50


class ProxyObject(object):
    """Dictionary proxy to an unknown object."""

    def __init__(self, obj):
        """Constructor."""
        self.__obj__ = obj

    def __len__(self):
        """Get len according to detected attributes."""
        return len(get_object_attrs(self.__obj__))

    def __getitem__(self, key):
        """Get the attribute corresponding to the given key."""
        # Catch NotImplementedError to fix #6284 in pandas MultiIndex
        # due to NA checking not being supported on a multiindex.
        # Catch AttributeError to fix #5642 in certain special classes like xml
        # when this method is called on certain attributes.
        # Catch TypeError to prevent fatal Python crash to desktop after
        # modifying certain pandas objects. Fix issue #6727 .
        # Catch ValueError to allow viewing and editing of pandas offsets.
        # Fix issue #6728 .
        try:
            attribute_toreturn = getattr(self.__obj__, key)
        except (NotImplementedError, AttributeError, TypeError, ValueError):
            attribute_toreturn = None
        return attribute_toreturn

    def __setitem__(self, key, value):
        """Set attribute corresponding to key with value."""
        # Catch AttributeError to gracefully handle inability to set an
        # attribute due to it not being writeable or set-table.
        # Fix issue #6728 . Also, catch NotImplementedError for safety.
        try:
            setattr(self.__obj__, key, value)
        except (TypeError, AttributeError, NotImplementedError):
            pass
        except Exception as e:
            if "cannot set values for" not in str(e):
                raise


class ReadOnlyCollectionsModel(QAbstractTableModel):
    """CollectionsEditor Read-Only Table Model"""

    sig_setting_data = Signal()

    def __init__(self, parent, data, title="", names=False,
                 minmax=False, dataframe_format=None, remote=False):
        QAbstractTableModel.__init__(self, parent)
        if data is None:
            data = {}
        self.names = names
        self.minmax = minmax
        self.dataframe_format = dataframe_format
        self.remote = remote
        self.header0 = None
        self._data = None
        self.total_rows = None
        self.showndata = None
        self.keys = None
        self.title = to_text_string(title) # in case title is not a string
        if self.title:
            self.title = self.title + ' - '
        self.sizes = []
        self.types = []
        self.set_data(data)
        
    def get_data(self):
        """Return model data"""
        return self._data

    def set_data(self, data, coll_filter=None):
        """Set model data"""
        self._data = data
        data_type = get_type_string(data)

        if coll_filter is not None and not self.remote and \
          isinstance(data, (tuple, list, dict)):
            data = coll_filter(data)
        self.showndata = data

        self.header0 = _("Index")
        if self.names:
            self.header0 = _("Name")
        if isinstance(data, tuple):
            self.keys = list(range(len(data)))
            self.title += _("Tuple")
        elif isinstance(data, list):
            self.keys = list(range(len(data)))
            self.title += _("List")
        elif isinstance(data, dict):
            self.keys = list(data.keys())
            self.title += _("Dictionary")
            if not self.names:
                self.header0 = _("Key")
        else:
            self.keys = get_object_attrs(data)
            self._data = data = self.showndata = ProxyObject(data)
            if not self.names:
                self.header0 = _("Attribute")

        if not isinstance(self._data, ProxyObject):
            self.title += (' (' + str(len(self.keys)) + ' ' +
                          _("elements") + ')')
        else:
            self.title += data_type

        self.total_rows = len(self.keys)
        if self.total_rows > LARGE_NROWS:
            self.rows_loaded = ROWS_TO_LOAD
        else:
            self.rows_loaded = self.total_rows
        self.sig_setting_data.emit()
        self.set_size_and_type()
        self.reset()

    def set_size_and_type(self, start=None, stop=None):
        data = self._data
        
        if start is None and stop is None:
            start = 0
            stop = self.rows_loaded
            fetch_more = False
        else:
            fetch_more = True

        # Ignore pandas warnings that certain attributes are deprecated
        # and will be removed, since they will only be accessed if they exist.
        with warnings.catch_warnings():
            warnings.filterwarnings(
                "ignore", message=(r"^\w+\.\w+ is deprecated and "
                                   "will be removed in a future version"))
            if self.remote:
                sizes = [data[self.keys[index]]['size']
                         for index in range(start, stop)]
                types = [data[self.keys[index]]['type']
                         for index in range(start, stop)]
            else:
                sizes = [get_size(data[self.keys[index]])
                         for index in range(start, stop)]
                types = [get_human_readable_type(data[self.keys[index]])
                         for index in range(start, stop)]

        if fetch_more:
            self.sizes = self.sizes + sizes
            self.types = self.types + types
        else:
            self.sizes = sizes
            self.types = types

    def sort(self, column, order=Qt.AscendingOrder):
        """Overriding sort method"""
        reverse = (order==Qt.DescendingOrder)
        if column == 0:
            self.sizes = sort_against(self.sizes, self.keys, reverse)
            self.types = sort_against(self.types, self.keys, reverse)
            try:
                self.keys.sort(reverse=reverse)
            except:
                pass
        elif column == 1:
            self.keys[:self.rows_loaded] = sort_against(self.keys, self.types,
                                                        reverse)
            self.sizes = sort_against(self.sizes, self.types, reverse)
            try:
                self.types.sort(reverse=reverse)
            except:
                pass
        elif column == 2:
            self.keys[:self.rows_loaded] = sort_against(self.keys, self.sizes,
                                                        reverse)
            self.types = sort_against(self.types, self.sizes, reverse)
            try:
                self.sizes.sort(reverse=reverse)
            except:
                pass
        elif column == 3:
            values = [self._data[key] for key in self.keys]
            self.keys = sort_against(self.keys, values, reverse)
            self.sizes = sort_against(self.sizes, values, reverse)
            self.types = sort_against(self.types, values, reverse)
        self.beginResetModel()
        self.endResetModel()

    def columnCount(self, qindex=QModelIndex()):
        """Array column number"""
        return 4

    def rowCount(self, index=QModelIndex()):
        """Array row number"""
        if self.total_rows <= self.rows_loaded:
            return self.total_rows
        else:
            return self.rows_loaded
    
    def canFetchMore(self, index=QModelIndex()):
        if self.total_rows > self.rows_loaded:
            return True
        else:
            return False
 
    def fetchMore(self, index=QModelIndex()):
        reminder = self.total_rows - self.rows_loaded
        items_to_fetch = min(reminder, ROWS_TO_LOAD)
        self.set_size_and_type(self.rows_loaded,
                               self.rows_loaded + items_to_fetch)
        self.beginInsertRows(QModelIndex(), self.rows_loaded,
                             self.rows_loaded + items_to_fetch - 1)
        self.rows_loaded += items_to_fetch
        self.endInsertRows()
    
    def get_index_from_key(self, key):
        try:
            return self.createIndex(self.keys.index(key), 0)
        except (RuntimeError, ValueError):
            return QModelIndex()
    
    def get_key(self, index):
        """Return current key"""
        return self.keys[index.row()]
    
    def get_value(self, index):
        """Return current value"""
        if index.column() == 0:
            return self.keys[ index.row() ]
        elif index.column() == 1:
            return self.types[ index.row() ]
        elif index.column() == 2:
            return self.sizes[ index.row() ]
        else:
            return self._data[ self.keys[index.row()] ]

    def get_bgcolor(self, index):
        """Background color depending on value"""
        if index.column() == 0:
            color = QColor(Qt.lightGray)
            color.setAlphaF(.05)
        elif index.column() < 3:
            color = QColor(Qt.lightGray)
            color.setAlphaF(.2)
        else:
            color = QColor(Qt.lightGray)
            color.setAlphaF(.3)
        return color

    def data(self, index, role=Qt.DisplayRole):
        """Cell content"""
        if not index.isValid():
            return to_qvariant()
        value = self.get_value(index)
        if index.column() == 3 and self.remote:
            value = value['view']
        if index.column() == 3:
            display = value_to_display(value, minmax=self.minmax)
        else:
             display = to_text_string(value)
        if role == Qt.DisplayRole:
            return to_qvariant(display)
        elif role == Qt.EditRole:
            return to_qvariant(value_to_display(value))
        elif role == Qt.TextAlignmentRole:
            if index.column() == 3:
                if len(display.splitlines()) < 3:
                    return to_qvariant(int(Qt.AlignLeft|Qt.AlignVCenter))
                else:
                    return to_qvariant(int(Qt.AlignLeft|Qt.AlignTop))
            else:
                return to_qvariant(int(Qt.AlignLeft|Qt.AlignVCenter))
        elif role == Qt.BackgroundColorRole:
            return to_qvariant( self.get_bgcolor(index) )
        elif role == Qt.FontRole:
            return to_qvariant(get_font(font_size_delta=DEFAULT_SMALL_DELTA))
        return to_qvariant()

    def headerData(self, section, orientation, role=Qt.DisplayRole):
        """Overriding method headerData"""
        if role != Qt.DisplayRole:
            return to_qvariant()
        i_column = int(section)
        if orientation == Qt.Horizontal:
            headers = (self.header0, _("Type"), _("Size"), _("Value"))
            return to_qvariant( headers[i_column] )
        else:
            return to_qvariant()

    def flags(self, index):
        """Overriding method flags"""
        # This method was implemented in CollectionsModel only, but to enable
        # tuple exploration (even without editing), this method was moved here
        if not index.isValid():
            return Qt.ItemIsEnabled
        return Qt.ItemFlags(QAbstractTableModel.flags(self, index)|
                            Qt.ItemIsEditable)
    def reset(self):
        self.beginResetModel()
        self.endResetModel()


class CollectionsModel(ReadOnlyCollectionsModel):
    """Collections Table Model"""

    def set_value(self, index, value):
        """Set value"""
        self._data[ self.keys[index.row()] ] = value
        self.showndata[ self.keys[index.row()] ] = value
        self.sizes[index.row()] = get_size(value)
        self.types[index.row()] = get_human_readable_type(value)
        self.sig_setting_data.emit()

    def get_bgcolor(self, index):
        """Background color depending on value"""
        value = self.get_value(index)
        if index.column() < 3:
            color = ReadOnlyCollectionsModel.get_bgcolor(self, index)
        else:
            if self.remote:
                color_name = value['color']
            else:
                color_name = get_color_name(value)
            color = QColor(color_name)
            color.setAlphaF(.2)
        return color

    def setData(self, index, value, role=Qt.EditRole):
        """Cell content change"""
        if not index.isValid():
            return False
        if index.column() < 3:
            return False
        value = display_to_value(value, self.get_value(index),
                                 ignore_errors=True)
        self.set_value(index, value)
        self.dataChanged.emit(index, index)
        return True


class CollectionsDelegate(QItemDelegate):
    """CollectionsEditor Item Delegate"""
    sig_free_memory = Signal()

    def __init__(self, parent=None):
        QItemDelegate.__init__(self, parent)
        self._editors = {} # keep references on opened editors
        
    def get_value(self, index):
        if index.isValid():
            return index.model().get_value(index)
    
    def set_value(self, index, value):
        if index.isValid():
            index.model().set_value(index, value)

    def show_warning(self, index):
        """
        Decide if showing a warning when the user is trying to view
        a big variable associated to a Tablemodel index

        This avoids getting the variables' value to know its
        size and type, using instead those already computed by
        the TableModel.
        
        The problem is when a variable is too big, it can take a
        lot of time just to get its value
        """
        try:
            val_size = index.model().sizes[index.row()]
            val_type = index.model().types[index.row()]
        except:
            return False
        if val_type in ['list', 'tuple', 'dict'] and int(val_size) > 1e5:
            return True
        else:
            return False

    def createEditor(self, parent, option, index):
        """Overriding method createEditor"""
        if index.column() < 3:
            return None
        if self.show_warning(index):
            answer = QMessageBox.warning(self.parent(), _("Warning"),
                                      _("Opening this variable can be slow\n\n"
                                        "Do you want to continue anyway?"),
                                      QMessageBox.Yes | QMessageBox.No)
            if answer == QMessageBox.No:
                return None
        try:
            value = self.get_value(index)
            if value is None:
                return None
        except Exception as msg:
            QMessageBox.critical(self.parent(), _("Error"),
                                 _("Spyder was unable to retrieve the value of "
                                   "this variable from the console.<br><br>"
                                   "The error mesage was:<br>"
                                   "<i>%s</i>"
                                   ) % to_text_string(msg))
            return
        key = index.model().get_key(index)
        readonly = (isinstance(value, tuple) or self.parent().readonly
                    or not is_known_type(value))
        # CollectionsEditor for a list, tuple, dict, etc.
        if isinstance(value, (list, tuple, dict)):
            editor = CollectionsEditor(parent=parent)
            editor.setup(value, key, icon=self.parent().windowIcon(),
                         readonly=readonly)
            self.create_dialog(editor, dict(model=index.model(), editor=editor,
                                            key=key, readonly=readonly))
            return None
        # ArrayEditor for a Numpy array
        elif isinstance(value, (ndarray, MaskedArray)) \
          and ndarray is not FakeObject:
            editor = ArrayEditor(parent=parent)
            if not editor.setup_and_check(value, title=key, readonly=readonly):
                return
            self.create_dialog(editor, dict(model=index.model(), editor=editor,
                                            key=key, readonly=readonly))
            return None
        # ArrayEditor for an images
        elif isinstance(value, Image) and ndarray is not FakeObject \
          and Image is not FakeObject:
            arr = array(value)
            editor = ArrayEditor(parent=parent)
            if not editor.setup_and_check(arr, title=key, readonly=readonly):
                return
            conv_func = lambda arr: Image.fromarray(arr, mode=value.mode)
            self.create_dialog(editor, dict(model=index.model(), editor=editor,
                                            key=key, readonly=readonly,
                                            conv=conv_func))
            return None
        # DataFrameEditor for a pandas dataframe, series or index
        elif isinstance(value, (DataFrame, DatetimeIndex, Series)) \
          and DataFrame is not FakeObject:
            editor = DataFrameEditor(parent=parent)
            if not editor.setup_and_check(value, title=key):
                return
            editor.dataModel.set_format(index.model().dataframe_format)
            editor.sig_option_changed.connect(self.change_option)
            self.create_dialog(editor, dict(model=index.model(), editor=editor,
                                            key=key, readonly=readonly))
            return None
        # QDateEdit and QDateTimeEdit for a dates or datetime respectively
        elif isinstance(value, datetime.date):
            if readonly:
                return None
            else:
                if isinstance(value, datetime.datetime):
                    editor = QDateTimeEdit(value, parent=parent)
                else:
                    editor = QDateEdit(value, parent=parent)
                editor.setCalendarPopup(True)
                editor.setFont(get_font(font_size_delta=DEFAULT_SMALL_DELTA))
                return editor
        # TextEditor for a long string
        elif is_text_string(value) and len(value) > 40:
            te = TextEditor(None, parent=parent)
            if te.setup_and_check(value):
                editor = TextEditor(value, key,
                                    readonly=readonly, parent=parent)
                self.create_dialog(editor, dict(model=index.model(),
                                                editor=editor, key=key,
                                                readonly=readonly))
            return None
        # QLineEdit for an individual value (int, float, short string, etc)
        elif is_editable_type(value):
            if readonly:
                return None
            else:
                editor = QLineEdit(parent=parent)
                editor.setFont(get_font(font_size_delta=DEFAULT_SMALL_DELTA))
                editor.setAlignment(Qt.AlignLeft)
                # This is making Spyder crash because the QLineEdit that it's
                # been modified is removed and a new one is created after
                # evaluation. So the object on which this method is trying to
                # act doesn't exist anymore.
                # editor.returnPressed.connect(self.commitAndCloseEditor)
                return editor
        # CollectionsEditor for an arbitrary Python object
        else:
            editor = CollectionsEditor(parent=parent)
            editor.setup(value, key, icon=self.parent().windowIcon(),
                         readonly=readonly)
            self.create_dialog(editor, dict(model=index.model(), editor=editor,
                                            key=key, readonly=readonly))
            return None

    def create_dialog(self, editor, data):
        self._editors[id(editor)] = data
        editor.accepted.connect(
                     lambda eid=id(editor): self.editor_accepted(eid))
        editor.rejected.connect(
                     lambda eid=id(editor): self.editor_rejected(eid))
        editor.show()
        
    @Slot(str, object)
    def change_option(self, option_name, new_value):
        """
        Change configuration option.

        This function is called when a `sig_option_changed` signal is received.
        At the moment, this signal can only come from a DataFrameEditor.
        """
        if option_name == 'dataframe_format':
            self.parent().set_dataframe_format(new_value)

    def editor_accepted(self, editor_id):
        data = self._editors[editor_id]
        if not data['readonly']:
            index = data['model'].get_index_from_key(data['key'])
            value = data['editor'].get_value()
            conv_func = data.get('conv', lambda v: v)
            self.set_value(index, conv_func(value))
        # This is needed to avoid the problem reported on
        # issue 8557
        try:
            self._editors.pop(editor_id)
        except KeyError:
            pass
        self.free_memory()
        
    def editor_rejected(self, editor_id):
        # This is needed to avoid the problem reported on
        # issue 8557
        try:
            self._editors.pop(editor_id)
        except KeyError:
            pass
        self.free_memory()

    def free_memory(self):
        """Free memory after closing an editor."""
        try:
            self.sig_free_memory.emit()
        except RuntimeError:
            pass

    def commitAndCloseEditor(self):
        """Overriding method commitAndCloseEditor"""
        editor = self.sender()
        # Avoid a segfault with PyQt5. Variable value won't be changed
        # but at least Spyder won't crash. It seems generated by a bug in sip.
        try:
            self.commitData.emit(editor)
        except AttributeError:
            pass
        self.closeEditor.emit(editor, QAbstractItemDelegate.NoHint)

    def setEditorData(self, editor, index):
        """
        Overriding method setEditorData
        Model --> Editor
        """
        value = self.get_value(index)
        if isinstance(editor, QLineEdit):
            if is_binary_string(value):
                try:
                    value = to_text_string(value, 'utf8')
                except:
                    pass
            if not is_text_string(value):
                value = repr(value)
            editor.setText(value)
        elif isinstance(editor, QDateEdit):
            editor.setDate(value)
        elif isinstance(editor, QDateTimeEdit):
            editor.setDateTime(QDateTime(value.date(), value.time()))

    def setModelData(self, editor, model, index):
        """
        Overriding method setModelData
        Editor --> Model
        """
        if not hasattr(model, "set_value"):
            # Read-only mode
            return
        
        if isinstance(editor, QLineEdit):
            value = editor.text()
            try:
                value = display_to_value(to_qvariant(value),
                                         self.get_value(index),
                                         ignore_errors=False)
            except Exception as msg:
                raise
                QMessageBox.critical(editor, _("Edit item"),
                                     _("<b>Unable to assign data to item.</b>"
                                       "<br><br>Error message:<br>%s"
                                       ) % str(msg))
                return
        elif isinstance(editor, QDateEdit):
            qdate = editor.date()
            value = datetime.date( qdate.year(), qdate.month(), qdate.day() )
        elif isinstance(editor, QDateTimeEdit):
            qdatetime = editor.dateTime()
            qdate = qdatetime.date()
            qtime = qdatetime.time()
            value = datetime.datetime( qdate.year(), qdate.month(),
                                       qdate.day(), qtime.hour(),
                                       qtime.minute(), qtime.second() )
        else:
            # Should not happen...
            raise RuntimeError("Unsupported editor widget")
        self.set_value(index, value)


class BaseTableView(QTableView):
    """Base collection editor table view"""
    sig_option_changed = Signal(str, object)
    sig_files_dropped = Signal(list)
    redirect_stdio = Signal(bool)
    sig_free_memory = Signal()

    def __init__(self, parent):
        QTableView.__init__(self, parent)
        self.array_filename = None
        self.menu = None
        self.empty_ws_menu = None
        self.paste_action = None
        self.copy_action = None
        self.edit_action = None
        self.plot_action = None
        self.hist_action = None
        self.imshow_action = None
        self.save_array_action = None
        self.insert_action = None
        self.remove_action = None
        self.minmax_action = None
        self.rename_action = None
        self.duplicate_action = None
        self.delegate = None
        self.setAcceptDrops(True)
        
    def setup_table(self):
        """Setup table"""
        self.horizontalHeader().setStretchLastSection(True)
        self.adjust_columns()
        # Sorting columns
        self.setSortingEnabled(True)
        self.sortByColumn(0, Qt.AscendingOrder)
    
    def setup_menu(self, minmax):
        """Setup context menu"""
        if self.minmax_action is not None:
            self.minmax_action.setChecked(minmax)
            return
        
        resize_action = create_action(self, _("Resize rows to contents"),
                                      triggered=self.resizeRowsToContents)
        self.paste_action = create_action(self, _("Paste"),
                                          icon=ima.icon('editpaste'),
                                          triggered=self.paste)
        self.copy_action = create_action(self, _("Copy"),
                                         icon=ima.icon('editcopy'),
                                         triggered=self.copy)
        self.edit_action = create_action(self, _("Edit"),
                                         icon=ima.icon('edit'),
                                         triggered=self.edit_item)
        self.plot_action = create_action(self, _("Plot"),
                                    icon=ima.icon('plot'),
                                    triggered=lambda: self.plot_item('plot'))
        self.plot_action.setVisible(False)
        self.hist_action = create_action(self, _("Histogram"),
                                    icon=ima.icon('hist'),
                                    triggered=lambda: self.plot_item('hist'))
        self.hist_action.setVisible(False)
        self.imshow_action = create_action(self, _("Show image"),
                                           icon=ima.icon('imshow'),
                                           triggered=self.imshow_item)
        self.imshow_action.setVisible(False)
        self.save_array_action = create_action(self, _("Save array"),
                                               icon=ima.icon('filesave'),
                                               triggered=self.save_array)
        self.save_array_action.setVisible(False)
        self.insert_action = create_action(self, _("Insert"),
                                           icon=ima.icon('insert'),
                                           triggered=self.insert_item)
        self.remove_action = create_action(self, _("Remove"),
                                           icon=ima.icon('editdelete'),
                                           triggered=self.remove_item)
        self.minmax_action = create_action(self, _("Show arrays min/max"),
                                           toggled=self.toggle_minmax)
        self.minmax_action.setChecked(minmax)
        self.toggle_minmax(minmax)
        self.rename_action = create_action(self, _("Rename"),
                                           icon=ima.icon('rename'),
                                           triggered=self.rename_item)
        self.duplicate_action = create_action(self, _("Duplicate"),
                                              icon=ima.icon('edit_add'),
                                              triggered=self.duplicate_item)
        menu = QMenu(self)
        menu_actions = [self.edit_action, self.plot_action, self.hist_action,
                        self.imshow_action, self.save_array_action,
                        self.insert_action, self.remove_action,
                        self.copy_action, self.paste_action,
                        None, self.rename_action, self.duplicate_action,
                        None, resize_action]
        if ndarray is not FakeObject:
            menu_actions.append(self.minmax_action)
        add_actions(menu, menu_actions)
        self.empty_ws_menu = QMenu(self)
        add_actions(self.empty_ws_menu,
                    [self.insert_action, self.paste_action,
                     None, resize_action])
        return menu
    
    #------ Remote/local API ---------------------------------------------------
    def remove_values(self, keys):
        """Remove values from data"""
        raise NotImplementedError

    def copy_value(self, orig_key, new_key):
        """Copy value"""
        raise NotImplementedError
    
    def new_value(self, key, value):
        """Create new value in data"""
        raise NotImplementedError
        
    def is_list(self, key):
        """Return True if variable is a list or a tuple"""
        raise NotImplementedError
        
    def get_len(self, key):
        """Return sequence length"""
        raise NotImplementedError
        
    def is_array(self, key):
        """Return True if variable is a numpy array"""
        raise NotImplementedError

    def is_image(self, key):
        """Return True if variable is a PIL.Image image"""
        raise NotImplementedError
    
    def is_dict(self, key):
        """Return True if variable is a dictionary"""
        raise NotImplementedError
        
    def get_array_shape(self, key):
        """Return array's shape"""
        raise NotImplementedError
        
    def get_array_ndim(self, key):
        """Return array's ndim"""
        raise NotImplementedError
    
    def oedit(self, key):
        """Edit item"""
        raise NotImplementedError
    
    def plot(self, key, funcname):
        """Plot item"""
        raise NotImplementedError
    
    def imshow(self, key):
        """Show item's image"""
        raise NotImplementedError
    
    def show_image(self, key):
        """Show image (item is a PIL image)"""
        raise NotImplementedError
    #---------------------------------------------------------------------------
            
    def refresh_menu(self):
        """Refresh context menu"""
        index = self.currentIndex()
        condition = index.isValid()
        self.edit_action.setEnabled( condition )
        self.remove_action.setEnabled( condition )
        self.refresh_plot_entries(index)
        
    def refresh_plot_entries(self, index):
        if index.isValid():
            key = self.model.get_key(index)
            is_list = self.is_list(key)
            is_array = self.is_array(key) and self.get_len(key) != 0
            condition_plot = (is_array and len(self.get_array_shape(key)) <= 2)
            condition_hist = (is_array and self.get_array_ndim(key) == 1)
            condition_imshow = condition_plot and self.get_array_ndim(key) == 2
            condition_imshow = condition_imshow or self.is_image(key)
        else:
            is_array = condition_plot = condition_imshow = is_list \
                     = condition_hist = False
        self.plot_action.setVisible(condition_plot or is_list)
        self.hist_action.setVisible(condition_hist or is_list)
        self.imshow_action.setVisible(condition_imshow)
        self.save_array_action.setVisible(is_array)
        
    def adjust_columns(self):
        """Resize two first columns to contents"""
        for col in range(3):
            self.resizeColumnToContents(col)
        
    def set_data(self, data):
        """Set table data"""
        if data is not None:
            self.model.set_data(data, self.dictfilter)
            self.sortByColumn(0, Qt.AscendingOrder)

    def mousePressEvent(self, event):
        """Reimplement Qt method"""
        if event.button() != Qt.LeftButton:
            QTableView.mousePressEvent(self, event)
            return
        index_clicked = self.indexAt(event.pos())
        if index_clicked.isValid():
            if index_clicked == self.currentIndex() \
               and index_clicked in self.selectedIndexes():
                self.clearSelection()
            else:
                QTableView.mousePressEvent(self, event)
        else:
            self.clearSelection()
            event.accept()
    
    def mouseDoubleClickEvent(self, event):
        """Reimplement Qt method"""
        index_clicked = self.indexAt(event.pos())
        if index_clicked.isValid():
            row = index_clicked.row()
            # TODO: Remove hard coded "Value" column number (3 here)
            index_clicked = index_clicked.child(row, 3)
            self.edit(index_clicked)
        else:
            event.accept()
    
    def keyPressEvent(self, event):
        """Reimplement Qt methods"""
        if event.key() == Qt.Key_Delete:
            self.remove_item()
        elif event.key() == Qt.Key_F2:
            self.rename_item()
        elif event == QKeySequence.Copy:
            self.copy()
        elif event == QKeySequence.Paste:
            self.paste()
        else:
            QTableView.keyPressEvent(self, event)
        
    def contextMenuEvent(self, event):
        """Reimplement Qt method"""
        if self.model.showndata:
            self.refresh_menu()
            self.menu.popup(event.globalPos())
            event.accept()
        else:
            self.empty_ws_menu.popup(event.globalPos())
            event.accept()

    def dragEnterEvent(self, event):
        """Allow user to drag files"""
        if mimedata2url(event.mimeData()):
            event.accept()
        else:
            event.ignore()
    
    def dragMoveEvent(self, event):
        """Allow user to move files"""
        if mimedata2url(event.mimeData()):
            event.setDropAction(Qt.CopyAction)
            event.accept()
        else:
            event.ignore()

    def dropEvent(self, event):
        """Allow user to drop supported files"""
        urls = mimedata2url(event.mimeData())
        if urls:
            event.setDropAction(Qt.CopyAction)
            event.accept()
            self.sig_files_dropped.emit(urls)
        else:
            event.ignore()

    @Slot(bool)
    def toggle_minmax(self, state):
        """Toggle min/max display for numpy arrays"""
        self.sig_option_changed.emit('minmax', state)
        self.model.minmax = state

    @Slot(str)
    def set_dataframe_format(self, new_format):
        """
        Set format to use in DataframeEditor.

        Args:
            new_format (string): e.g. "%.3f"
        """
        self.sig_option_changed.emit('dataframe_format', new_format)
        self.model.dataframe_format = new_format

    @Slot()
    def edit_item(self):
        """Edit item"""
        index = self.currentIndex()
        if not index.isValid():
            return
        # TODO: Remove hard coded "Value" column number (3 here)
        self.edit(index.child(index.row(), 3))

    @Slot()
    def remove_item(self):
        """Remove item"""
        indexes = self.selectedIndexes()
        if not indexes:
            return
        for index in indexes:
            if not index.isValid():
                return
        one = _("Do you want to remove the selected item?")
        more = _("Do you want to remove all selected items?")
        answer = QMessageBox.question(self, _( "Remove"),
                                      one if len(indexes) == 1 else more,
                                      QMessageBox.Yes | QMessageBox.No)
        if answer == QMessageBox.Yes:
            idx_rows = unsorted_unique([idx.row() for idx in indexes])
            keys = [ self.model.keys[idx_row] for idx_row in idx_rows ]
            self.remove_values(keys)

    def copy_item(self, erase_original=False):
        """Copy item"""
        indexes = self.selectedIndexes()
        if not indexes:
            return
        idx_rows = unsorted_unique([idx.row() for idx in indexes])
        if len(idx_rows) > 1 or not indexes[0].isValid():
            return
        orig_key = self.model.keys[idx_rows[0]]
        if erase_original:
            title = _('Rename')
            field_text = _('New variable name:')
        else:
            title = _('Duplicate')
            field_text = _('Variable name:')
        data = self.model.get_data()
        if isinstance(data, (list, set)):
            new_key, valid = len(data), True
        else:
            new_key, valid = QInputDialog.getText(self, title, field_text,
                                                  QLineEdit.Normal, orig_key)
        if valid and to_text_string(new_key):
            new_key = try_to_eval(to_text_string(new_key))
            if new_key == orig_key:
                return
            self.copy_value(orig_key, new_key)
            if erase_original:
                self.remove_values([orig_key])

    @Slot()
    def duplicate_item(self):
        """Duplicate item"""
        self.copy_item()

    @Slot()
    def rename_item(self):
        """Rename item"""
        self.copy_item(True)

    @Slot()
    def insert_item(self):
        """Insert item"""
        index = self.currentIndex()
        if not index.isValid():
            row = self.model.rowCount()
        else:
            row = index.row()
        data = self.model.get_data()
        if isinstance(data, list):
            key = row
            data.insert(row, '')
        elif isinstance(data, dict):
            key, valid = QInputDialog.getText(self, _( 'Insert'), _( 'Key:'),
                                              QLineEdit.Normal)
            if valid and to_text_string(key):
                key = try_to_eval(to_text_string(key))
            else:
                return
        else:
            return
        value, valid = QInputDialog.getText(self, _('Insert'), _('Value:'),
                                            QLineEdit.Normal)
        if valid and to_text_string(value):
            self.new_value(key, try_to_eval(to_text_string(value)))
            
    def __prepare_plot(self):
        try:
            import guiqwt.pyplot   #analysis:ignore
            return True
        except:
            try:
                if 'matplotlib' not in sys.modules:
                    import matplotlib
                    matplotlib.use("Qt4Agg")
                return True
            except:
                QMessageBox.warning(self, _("Import error"),
                                    _("Please install <b>matplotlib</b>"
                                      " or <b>guiqwt</b>."))

    def plot_item(self, funcname):
        """Plot item"""
        index = self.currentIndex()
        if self.__prepare_plot():
            key = self.model.get_key(index)
            try:
                self.plot(key, funcname)
            except (ValueError, TypeError) as error:
                QMessageBox.critical(self, _( "Plot"),
                                     _("<b>Unable to plot data.</b>"
                                       "<br><br>Error message:<br>%s"
                                       ) % str(error))

    @Slot()
    def imshow_item(self):
        """Imshow item"""
        index = self.currentIndex()
        if self.__prepare_plot():
            key = self.model.get_key(index)
            try:
                if self.is_image(key):
                    self.show_image(key)
                else:
                    self.imshow(key)
            except (ValueError, TypeError) as error:
                QMessageBox.critical(self, _( "Plot"),
                                     _("<b>Unable to show image.</b>"
                                       "<br><br>Error message:<br>%s"
                                       ) % str(error))

    @Slot()
    def save_array(self):
        """Save array"""
        title = _( "Save array")
        if self.array_filename is None:
            self.array_filename = getcwd_or_home()
        self.redirect_stdio.emit(False)
        filename, _selfilter = getsavefilename(self, title,
                                               self.array_filename,
                                               _("NumPy arrays")+" (*.npy)")
        self.redirect_stdio.emit(True)
        if filename:
            self.array_filename = filename
            data = self.delegate.get_value( self.currentIndex() )
            try:
                import numpy as np
                np.save(self.array_filename, data)
            except Exception as error:
                QMessageBox.critical(self, title,
                                     _("<b>Unable to save array</b>"
                                       "<br><br>Error message:<br>%s"
                                       ) % str(error))
    
    @Slot()
    def copy(self):
        """Copy text to clipboard"""
        clipboard = QApplication.clipboard()
        clipl = []
        for idx in self.selectedIndexes():
            if not idx.isValid():
                continue
            obj = self.delegate.get_value(idx)
            # Check if we are trying to copy a numpy array, and if so make sure
            # to copy the whole thing in a tab separated format
            if isinstance(obj, (ndarray, MaskedArray)) \
              and ndarray is not FakeObject:
                if PY3:
                    output = io.BytesIO()
                else:
                    output = io.StringIO()
                try:
                    np_savetxt(output, obj, delimiter='\t')
                except:
                    QMessageBox.warning(self, _("Warning"),
                                        _("It was not possible to copy "
                                          "this array"))
                    return
                obj = output.getvalue().decode('utf-8')
                output.close()
            elif isinstance(obj, (DataFrame, Series)) \
              and DataFrame is not FakeObject:
                output = io.StringIO()
                try:
                    obj.to_csv(output, sep='\t', index=True, header=True)
                except Exception:
                    QMessageBox.warning(self, _("Warning"),
                                        _("It was not possible to copy "
                                          "this dataframe"))
                    return
                if PY3:
                    obj = output.getvalue()
                else:
                    obj = output.getvalue().decode('utf-8')
                output.close()
            elif is_binary_string(obj):
                obj = to_text_string(obj, 'utf8')
            else:
                obj = to_text_string(obj)
            clipl.append(obj)
        clipboard.setText('\n'.join(clipl))

    def import_from_string(self, text, title=None):
        """Import data from string"""
        data = self.model.get_data()
        # Check if data is a dict
        if not hasattr(data, "keys"):
            return
        editor = ImportWizard(self, text, title=title,
                              contents_title=_("Clipboard contents"),
                              varname=fix_reference_name("data",
                                                         blacklist=list(data.keys())))
        if editor.exec_():
            var_name, clip_data = editor.get_data()
            self.new_value(var_name, clip_data)

    @Slot()
    def paste(self):
        """Import text/data/code from clipboard"""
        clipboard = QApplication.clipboard()
        cliptext = ''
        if clipboard.mimeData().hasText():
            cliptext = to_text_string(clipboard.text())
        if cliptext.strip():
            self.import_from_string(cliptext, title=_("Import from clipboard"))
        else:
            QMessageBox.warning(self, _( "Empty clipboard"),
                                _("Nothing to be imported from clipboard."))


class CollectionsEditorTableView(BaseTableView):
    """CollectionsEditor table view"""
    def __init__(self, parent, data, readonly=False, title="",
                 names=False, minmax=False):
        BaseTableView.__init__(self, parent)
        self.dictfilter = None
        self.readonly = readonly or isinstance(data, tuple)
        CollectionsModelClass = ReadOnlyCollectionsModel if self.readonly \
                                else CollectionsModel
        self.model = CollectionsModelClass(self, data, title, names=names,
                                           minmax=minmax)
        self.setModel(self.model)
        self.delegate = CollectionsDelegate(self)
        self.setItemDelegate(self.delegate)

        self.setup_table()
        self.menu = self.setup_menu(minmax)
    
    #------ Remote/local API ---------------------------------------------------
    def remove_values(self, keys):
        """Remove values from data"""
        data = self.model.get_data()
        for key in sorted(keys, reverse=True):
            data.pop(key)
            self.set_data(data)

    def copy_value(self, orig_key, new_key):
        """Copy value"""
        data = self.model.get_data()
        if isinstance(data, list):
            data.append(data[orig_key])
        if isinstance(data, set):
            data.add(data[orig_key])
        else:
            data[new_key] = data[orig_key]
        self.set_data(data)
    
    def new_value(self, key, value):
        """Create new value in data"""
        data = self.model.get_data()
        data[key] = value
        self.set_data(data)
        
    def is_list(self, key):
        """Return True if variable is a list or a tuple"""
        data = self.model.get_data()
        return isinstance(data[key], (tuple, list))
        
    def get_len(self, key):
        """Return sequence length"""
        data = self.model.get_data()
        return len(data[key])
        
    def is_array(self, key):
        """Return True if variable is a numpy array"""
        data = self.model.get_data()
        return isinstance(data[key], (ndarray, MaskedArray))
        
    def is_image(self, key):
        """Return True if variable is a PIL.Image image"""
        data = self.model.get_data()
        return isinstance(data[key], Image)
    
    def is_dict(self, key):
        """Return True if variable is a dictionary"""
        data = self.model.get_data()
        return isinstance(data[key], dict)
        
    def get_array_shape(self, key):
        """Return array's shape"""
        data = self.model.get_data()
        return data[key].shape
        
    def get_array_ndim(self, key):
        """Return array's ndim"""
        data = self.model.get_data()
        return data[key].ndim

    def oedit(self, key):
        """Edit item"""
        data = self.model.get_data()
        from spyder.widgets.variableexplorer.objecteditor import oedit
        oedit(data[key])

    def plot(self, key, funcname):
        """Plot item"""
        data = self.model.get_data()
        import spyder.pyplot as plt
        plt.figure()
        getattr(plt, funcname)(data[key])
        plt.show()
    
    def imshow(self, key):
        """Show item's image"""
        data = self.model.get_data()
        import spyder.pyplot as plt
        plt.figure()
        plt.imshow(data[key])
        plt.show()
            
    def show_image(self, key):
        """Show image (item is a PIL image)"""
        data = self.model.get_data()
        data[key].show()
    #---------------------------------------------------------------------------
        
    def refresh_menu(self):
        """Refresh context menu"""
        data = self.model.get_data()
        index = self.currentIndex()
        condition = (not isinstance(data, tuple)) and index.isValid() \
                    and not self.readonly
        self.edit_action.setEnabled( condition )
        self.remove_action.setEnabled( condition )
        self.insert_action.setEnabled( not self.readonly )
        self.duplicate_action.setEnabled(condition)
        condition_rename = not isinstance(data, (tuple, list, set))
        self.rename_action.setEnabled(condition_rename)
        self.refresh_plot_entries(index)
        
    def set_filter(self, dictfilter=None):
        """Set table dict filter"""
        self.dictfilter = dictfilter


class CollectionsEditorWidget(QWidget):
    """Dictionary Editor Widget"""
    def __init__(self, parent, data, readonly=False, title="", remote=False):
        QWidget.__init__(self, parent)
        if remote:
            self.editor = RemoteCollectionsEditorTableView(self, data, readonly)
        else:
            self.editor = CollectionsEditorTableView(self, data, readonly,
                                                     title)
        layout = QVBoxLayout()
        layout.addWidget(self.editor)
        self.setLayout(layout)
        
    def set_data(self, data):
        """Set DictEditor data"""
        self.editor.set_data(data)
        
    def get_title(self):
        """Get model title"""
        return self.editor.model.title


class CollectionsEditor(QDialog):
    """Collections Editor Dialog"""
    def __init__(self, parent=None):
        QDialog.__init__(self, parent)

        # Destroying the C++ object right after closing the dialog box,
        # otherwise it may be garbage-collected in another QThread
        # (e.g. the editor's analysis thread in Spyder), thus leading to
        # a segmentation fault on UNIX or an application crash on Windows
        self.setAttribute(Qt.WA_DeleteOnClose)

        self.data_copy = None
        self.widget = None
        self.btn_save_and_close = None
        self.btn_close = None

    def setup(self, data, title='', readonly=False, width=650, remote=False,
              icon=None, parent=None):
        """Setup editor."""
        if isinstance(data, dict):
            # dictionnary
            self.data_copy = data.copy()
            datalen = len(data)
        elif isinstance(data, (tuple, list)):
            # list, tuple
            self.data_copy = data[:]
            datalen = len(data)
        else:
            # unknown object
            import copy
            try:
                self.data_copy = copy.deepcopy(data)
            except NotImplementedError:
                self.data_copy = copy.copy(data)
            except (TypeError, AttributeError):
                readonly = True
                self.data_copy = data
            datalen = len(get_object_attrs(data))

        # If the copy has a different type, then do not allow editing, because
        # this would change the type after saving; cf. issue #6936
        if type(self.data_copy) != type(data):
            readonly = True

        self.widget = CollectionsEditorWidget(self, self.data_copy,
                                              title=title, readonly=readonly,
                                              remote=remote)
        self.widget.editor.model.sig_setting_data.connect(
                                                    self.save_and_close_enable)
        layout = QVBoxLayout()
        layout.addWidget(self.widget)
        self.setLayout(layout)

        # Buttons configuration
        btn_layout = QHBoxLayout()
        btn_layout.addStretch()

        if not readonly:
            self.btn_save_and_close = QPushButton(_('Save and Close'))
            self.btn_save_and_close.setDisabled(True)
            self.btn_save_and_close.clicked.connect(self.accept)
            btn_layout.addWidget(self.btn_save_and_close)

        self.btn_close = QPushButton(_('Close'))
        self.btn_close.setAutoDefault(True)
        self.btn_close.setDefault(True)
        self.btn_close.clicked.connect(self.reject)
        btn_layout.addWidget(self.btn_close)

        layout.addLayout(btn_layout)

        constant = 121
        row_height = 30
        error_margin = 10
        height = constant + row_height * min([10, datalen]) + error_margin
        self.resize(width, height)

        self.setWindowTitle(self.widget.get_title())
        if icon is None:
            self.setWindowIcon(ima.icon('dictedit'))

        if sys.platform == 'darwin':
            # See: https://github.com/spyder-ide/spyder/issues/9051
            self.setWindowFlags(Qt.Tool)
        else:
            # Make the dialog act as a window
            self.setWindowFlags(Qt.Window)

    @Slot()
    def save_and_close_enable(self):
        """Handle the data change event to enable the save and close button."""
        if self.btn_save_and_close:
            self.btn_save_and_close.setEnabled(True)
            self.btn_save_and_close.setAutoDefault(True)
            self.btn_save_and_close.setDefault(True)

    def get_value(self):
        """Return modified copy of dictionary or list"""
        # It is import to avoid accessing Qt C++ object as it has probably
        # already been destroyed, due to the Qt.WA_DeleteOnClose attribute
        return self.data_copy


class DictEditor(CollectionsEditor):
    def __init__(self, parent=None):
        warnings.warn("`DictEditor` has been renamed to `CollectionsEditor` in "
                      "Spyder 3. Please use `CollectionsEditor` instead",
                      RuntimeWarning)
        CollectionsEditor.__init__(self, parent)


#----Remote versions of CollectionsDelegate and CollectionsEditorTableView
class RemoteCollectionsDelegate(CollectionsDelegate):
    """CollectionsEditor Item Delegate"""
    def __init__(self, parent=None, get_value_func=None, set_value_func=None):
        CollectionsDelegate.__init__(self, parent)
        self.get_value_func = get_value_func
        self.set_value_func = set_value_func

    def get_value(self, index):
        if index.isValid():
            name = index.model().keys[index.row()]
            return self.get_value_func(name)
    
    def set_value(self, index, value):
        if index.isValid():
            name = index.model().keys[index.row()]
            self.set_value_func(name, value)


class RemoteCollectionsEditorTableView(BaseTableView):
    """DictEditor table view"""
    def __init__(self, parent, data, minmax=False,
                 dataframe_format=None,
                 get_value_func=None, set_value_func=None,
                 new_value_func=None, remove_values_func=None,
                 copy_value_func=None, is_list_func=None, get_len_func=None,
                 is_array_func=None, is_image_func=None, is_dict_func=None,
                 get_array_shape_func=None, get_array_ndim_func=None,
                 plot_func=None, imshow_func=None,
                 is_data_frame_func=None, is_series_func=None,
                 show_image_func=None):
        BaseTableView.__init__(self, parent)

        self.remove_values = remove_values_func
        self.copy_value = copy_value_func
        self.new_value = new_value_func

        self.is_data_frame = is_data_frame_func
        self.is_series = is_series_func
        self.is_list = is_list_func
        self.get_len = get_len_func
        self.is_array = is_array_func
        self.is_image = is_image_func
        self.is_dict = is_dict_func
        self.get_array_shape = get_array_shape_func
        self.get_array_ndim = get_array_ndim_func
        self.plot = plot_func
        self.imshow = imshow_func
        self.show_image = show_image_func
        
        self.dictfilter = None
        self.model = None
        self.delegate = None
        self.readonly = False
        self.model = CollectionsModel(self, data, names=True,
                                      minmax=minmax,
                                      dataframe_format=dataframe_format,
                                      remote=True)
        self.setModel(self.model)
        self.delegate = RemoteCollectionsDelegate(self, get_value_func,
                                                  set_value_func)
        self.delegate.sig_free_memory.connect(self.sig_free_memory.emit)
        self.setItemDelegate(self.delegate)

        self.setup_table()
        self.menu = self.setup_menu(minmax)

    def setup_menu(self, minmax):
        """Setup context menu"""
        menu = BaseTableView.setup_menu(self, minmax)
        return menu


# =============================================================================
# Tests
# =============================================================================
def get_test_data():
    """Create test data."""
    import numpy as np
    from spyder.pil_patch import Image
    image = Image.fromarray(np.random.randint(256, size=(100, 100)),
                            mode='P')
    testdict = {'d': 1, 'a': np.random.rand(10, 10), 'b': [1, 2]}
    testdate = datetime.date(1945, 5, 8)
    test_timedelta = datetime.timedelta(days=-1, minutes=42, seconds=13)

    try:
        import pandas as pd
    except (ModuleNotFoundError, ImportError):
        test_timestamp, test_pd_td, test_dtindex, test_series, test_df = None
    else:
        test_timestamp = pd.Timestamp("1945-05-08T23:01:00.12345")
        test_pd_td = pd.Timedelta(days=2193, hours=12)
        test_dtindex = pd.DatetimeIndex(start="1939-09-01T",
                                              end="1939-10-06",
                                              freq="12H")
        test_series = pd.Series({"series_name": [0, 1, 2, 3, 4, 5]})
        test_df = pd.DataFrame({"string_col": ["a", "b", "c", "d"],
                                "int_col": [0, 1, 2, 3],
                                "float_col": [1.1, 2.2, 3.3, 4.4],
                                "bool_col": [True, False, False, True]})

    class Foobar(object):

        def __init__(self):
            self.text = "toto"
            self.testdict = testdict
            self.testdate = testdate

    foobar = Foobar()
    return {'object': foobar,
            'module': np,
            'str': 'kjkj kj k j j kj k jkj',
            'unicode': to_text_string('éù', 'utf-8'),
            'list': [1, 3, [sorted, 5, 6], 'kjkj', None],
            'tuple': ([1, testdate, testdict, test_timedelta], 'kjkj', None),
            'dict': testdict,
            'float': 1.2233,
            'int': 223,
            'bool': True,
            'array': np.random.rand(10, 10).astype(np.int64),
            'masked_array': np.ma.array([[1, 0], [1, 0]],
                                        mask=[[True, False], [False, False]]),
            '1D-array': np.linspace(-10, 10).astype(np.float16),
            '3D-array': np.random.randint(2, size=(5, 5, 5)).astype(np.bool_),
            'empty_array': np.array([]),
            'image': image,
            'date': testdate,
            'datetime': datetime.datetime(1945, 5, 8, 23, 1, 0, int(1.5e5)),
            'timedelta': test_timedelta,
            'complex': 2+1j,
            'complex64': np.complex64(2+1j),
            'complex128': np.complex128(9j),
            'int8_scalar': np.int8(8),
            'int16_scalar': np.int16(16),
            'int32_scalar': np.int32(32),
            'int64_scalar': np.int64(64),
            'float16_scalar': np.float16(16),
            'float32_scalar': np.float32(32),
            'float64_scalar': np.float64(64),
            'bool_scalar': np.bool(8),
            'bool__scalar': np.bool_(8),
            'timestamp': test_timestamp,
            'timedelta_pd': test_pd_td,
            'datetimeindex': test_dtindex,
            'series': test_series,
            'ddataframe': test_df,
            'None': None,
            'unsupported1': np.arccos,
            'unsupported2': np.cast,
            # Test for Issue #3518
            'big_struct_array': np.zeros(1000, dtype=[('ID', 'f8'),
                                                      ('param1', 'f8', 5000)]),
            }


def editor_test():
    """Test Collections editor."""
    from spyder.utils.qthelpers import qapplication

    app = qapplication()             #analysis:ignore
    dialog = CollectionsEditor()
    dialog.setup(get_test_data())
    dialog.show()
    app.exec_()


def remote_editor_test():
    """Test remote collections editor."""
    from spyder.utils.qthelpers import qapplication
    app = qapplication()

    from spyder.plugins.variableexplorer import VariableExplorer
    from spyder_kernels.utils.nsview import make_remote_view

    remote = make_remote_view(get_test_data(),
                              VariableExplorer(None).get_settings())
    dialog = CollectionsEditor()
    dialog.setup(remote, remote=True)
    dialog.show()
    app.exec_()


if __name__ == "__main__":
    editor_test()
    remote_editor_test()
