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Diffstat (limited to 'src/silx/gui/plot/StatsWidget.py')
| -rw-r--r-- | src/silx/gui/plot/StatsWidget.py | 1658 |
1 files changed, 1658 insertions, 0 deletions
diff --git a/src/silx/gui/plot/StatsWidget.py b/src/silx/gui/plot/StatsWidget.py new file mode 100644 index 0000000..00f78d0 --- /dev/null +++ b/src/silx/gui/plot/StatsWidget.py @@ -0,0 +1,1658 @@ +# coding: utf-8 +# /*########################################################################## +# +# Copyright (c) 2017-2021 European Synchrotron Radiation Facility +# +# Permission is hereby granted, free of charge, to any person obtaining a copy +# of this software and associated documentation files (the "Software"), to deal +# in the Software without restriction, including without limitation the rights +# to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +# copies of the Software, and to permit persons to whom the Software is +# furnished to do so, subject to the following conditions: +# +# The above copyright notice and this permission notice shall be included in +# all copies or substantial portions of the Software. +# +# THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +# IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +# FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +# AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +# LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN +# THE SOFTWARE. +# +# ###########################################################################*/ +""" +Module containing widgets displaying stats from items of a plot. +""" + +__authors__ = ["H. Payno"] +__license__ = "MIT" +__date__ = "24/07/2018" + + +from collections import OrderedDict +from contextlib import contextmanager +import logging +import weakref +import functools +import numpy +import enum +from silx.utils.proxy import docstring +from silx.utils.enum import Enum as _Enum +from silx.gui import qt +from silx.gui import icons +from silx.gui.plot import stats as statsmdl +from silx.gui.widgets.TableWidget import TableWidget +from silx.gui.plot.stats.statshandler import StatsHandler, StatFormatter +from silx.gui.plot.items.core import ItemChangedType +from silx.gui.widgets.FlowLayout import FlowLayout +from . import PlotWidget +from . import items as plotitems + + +_logger = logging.getLogger(__name__) + + +@enum.unique +class UpdateMode(_Enum): + AUTO = 'auto' + MANUAL = 'manual' + + +# Helper class to handle specific calls to PlotWidget and SceneWidget + + +class _Wrapper(qt.QObject): + """Base class for connection with PlotWidget and SceneWidget. + + This class is used when no PlotWidget or SceneWidget is connected. + + :param plot: The plot to be used + """ + + sigItemAdded = qt.Signal(object) + """Signal emitted when a new item is added. + + It provides the added item. + """ + + sigItemRemoved = qt.Signal(object) + """Signal emitted when an item is (about to be) removed. + + It provides the removed item. + """ + + sigCurrentChanged = qt.Signal(object) + """Signal emitted when the current item has changed. + + It provides the current item. + """ + + sigVisibleDataChanged = qt.Signal() + """Signal emitted when the visible data area has changed""" + + def __init__(self, plot=None): + super(_Wrapper, self).__init__(parent=None) + self._plotRef = None if plot is None else weakref.ref(plot) + + def getPlot(self): + """Returns the plot attached to this widget""" + return None if self._plotRef is None else self._plotRef() + + def getItems(self): + """Returns the list of items in the plot + + :rtype: List[object] + """ + return () + + def getSelectedItems(self): + """Returns the list of selected items in the plot + + :rtype: List[object] + """ + return () + + def setCurrentItem(self, item): + """Set the current/active item in the plot + + :param item: The plot item to set as active/current + """ + pass + + def getLabel(self, item): + """Returns the label of the given item. + + :param item: + :rtype: str + """ + return '' + + def getKind(self, item): + """Returns the kind of an item or None if not supported + + :param item: + :rtype: Union[str,None] + """ + return None + + +class _PlotWidgetWrapper(_Wrapper): + """Class handling PlotWidget specific calls and signal connections + + See :class:`._Wrapper` for documentation + + :param PlotWidget plot: + """ + + def __init__(self, plot): + assert isinstance(plot, PlotWidget) + super(_PlotWidgetWrapper, self).__init__(plot) + plot.sigItemAdded.connect(self.sigItemAdded.emit) + plot.sigItemAboutToBeRemoved.connect(self.sigItemRemoved.emit) + plot.sigActiveCurveChanged.connect(self._activeCurveChanged) + plot.sigActiveImageChanged.connect(self._activeImageChanged) + plot.sigActiveScatterChanged.connect(self._activeScatterChanged) + plot.sigPlotSignal.connect(self._limitsChanged) + + def _activeChanged(self, kind): + """Handle change of active curve/image/scatter""" + plot = self.getPlot() + if plot is not None: + item = plot._getActiveItem(kind=kind) + if item is None or self.getKind(item) is not None: + self.sigCurrentChanged.emit(item) + + def _activeCurveChanged(self, previous, current): + self._activeChanged(kind='curve') + + def _activeImageChanged(self, previous, current): + self._activeChanged(kind='image') + + def _activeScatterChanged(self, previous, current): + self._activeChanged(kind='scatter') + + def _limitsChanged(self, event): + """Handle change of plot area limits.""" + if event['event'] == 'limitsChanged': + self.sigVisibleDataChanged.emit() + + def getItems(self): + plot = self.getPlot() + if plot is None: + return () + else: + return [item for item in plot.getItems() if item.isVisible()] + + def getSelectedItems(self): + plot = self.getPlot() + items = [] + if plot is not None: + for kind in plot._ACTIVE_ITEM_KINDS: + item = plot._getActiveItem(kind=kind) + if item is not None: + items.append(item) + return tuple(items) + + def setCurrentItem(self, item): + plot = self.getPlot() + if plot is not None: + kind = self.getKind(item) + if kind in plot._ACTIVE_ITEM_KINDS: + if plot._getActiveItem(kind) != item: + plot._setActiveItem(kind, item.getName()) + + def getLabel(self, item): + return item.getName() + + def getKind(self, item): + if isinstance(item, plotitems.Curve): + return 'curve' + elif isinstance(item, plotitems.ImageData): + return 'image' + elif isinstance(item, plotitems.Scatter): + return 'scatter' + elif isinstance(item, plotitems.Histogram): + return 'histogram' + else: + return None + + +class _SceneWidgetWrapper(_Wrapper): + """Class handling SceneWidget specific calls and signal connections + + See :class:`._Wrapper` for documentation + + :param SceneWidget plot: + """ + + def __init__(self, plot): + # Lazy-import to avoid circular imports + from ..plot3d.SceneWidget import SceneWidget + + assert isinstance(plot, SceneWidget) + super(_SceneWidgetWrapper, self).__init__(plot) + plot.getSceneGroup().sigItemAdded.connect(self.sigItemAdded) + plot.getSceneGroup().sigItemRemoved.connect(self.sigItemRemoved) + plot.selection().sigCurrentChanged.connect(self._currentChanged) + # sigVisibleDataChanged is never emitted + + def _currentChanged(self, current, previous): + self.sigCurrentChanged.emit(current) + + def getItems(self): + plot = self.getPlot() + return () if plot is None else tuple(plot.getSceneGroup().visit()) + + def getSelectedItems(self): + plot = self.getPlot() + return () if plot is None else (plot.selection().getCurrentItem(),) + + def setCurrentItem(self, item): + plot = self.getPlot() + if plot is not None: + plot.selection().setCurrentItem(item) + + def getLabel(self, item): + return item.getLabel() + + def getKind(self, item): + from ..plot3d import items as plot3ditems + + if isinstance(item, (plot3ditems.ImageData, + plot3ditems.ScalarField3D)): + return 'image' + elif isinstance(item, (plot3ditems.Scatter2D, + plot3ditems.Scatter3D)): + return 'scatter' + else: + return None + + +class _ScalarFieldViewWrapper(_Wrapper): + """Class handling ScalarFieldView specific calls and signal connections + + See :class:`._Wrapper` for documentation + + :param SceneWidget plot: + """ + + def __init__(self, plot): + # Lazy-import to avoid circular imports + from ..plot3d.ScalarFieldView import ScalarFieldView + from ..plot3d.items import ScalarField3D + + assert isinstance(plot, ScalarFieldView) + super(_ScalarFieldViewWrapper, self).__init__(plot) + self._item = ScalarField3D() + self._dataChanged() + plot.sigDataChanged.connect(self._dataChanged) + # sigItemAdded, sigItemRemoved, sigVisibleDataChanged are never emitted + + def _dataChanged(self): + plot = self.getPlot() + if plot is not None: + self._item.setData(plot.getData(copy=False), copy=False) + self.sigCurrentChanged.emit(self._item) + + def getItems(self): + plot = self.getPlot() + return () if plot is None else (self._item,) + + def getSelectedItems(self): + return self.getItems() + + def setCurrentItem(self, item): + pass + + def getLabel(self, item): + return 'Data' + + def getKind(self, item): + return 'image' + + +class _Container(object): + """Class to contain a plot item. + + This is apparently needed for compatibility with PySide2, + + :param QObject obj: + """ + def __init__(self, obj): + self._obj = obj + + def __call__(self): + return self._obj + + +class _StatsWidgetBase(object): + """ + Base class for all widgets which want to display statistics + """ + + def __init__(self, statsOnVisibleData, displayOnlyActItem): + self._displayOnlyActItem = displayOnlyActItem + self._statsOnVisibleData = statsOnVisibleData + self._statsHandler = None + self._updateMode = UpdateMode.AUTO + + self.__default_skipped_events = ( + ItemChangedType.ALPHA, + ItemChangedType.COLOR, + ItemChangedType.COLORMAP, + ItemChangedType.SYMBOL, + ItemChangedType.SYMBOL_SIZE, + ItemChangedType.LINE_WIDTH, + ItemChangedType.LINE_STYLE, + ItemChangedType.LINE_BG_COLOR, + ItemChangedType.FILL, + ItemChangedType.HIGHLIGHTED_COLOR, + ItemChangedType.HIGHLIGHTED_STYLE, + ItemChangedType.TEXT, + ItemChangedType.OVERLAY, + ItemChangedType.VISUALIZATION_MODE, + ) + + self._plotWrapper = _Wrapper() + self._dealWithPlotConnection(create=True) + + def setPlot(self, plot): + """Define the plot to interact with + + :param Union[PlotWidget,SceneWidget,None] plot: + The plot containing the items on which statistics are applied + """ + try: + import OpenGL + except ImportError: + has_opengl = False + else: + has_opengl = True + from ..plot3d.SceneWidget import SceneWidget # Lazy import + self._dealWithPlotConnection(create=False) + self.clear() + if plot is None: + self._plotWrapper = _Wrapper() + elif isinstance(plot, PlotWidget): + self._plotWrapper = _PlotWidgetWrapper(plot) + else: + if has_opengl is True: + if isinstance(plot, SceneWidget): + self._plotWrapper = _SceneWidgetWrapper(plot) + else: # Expect a ScalarFieldView + self._plotWrapper = _ScalarFieldViewWrapper(plot) + else: + _logger.warning('OpenGL not installed, %s not managed' % ('SceneWidget qnd ScalarFieldView')) + self._dealWithPlotConnection(create=True) + + def setStats(self, statsHandler): + """Set which stats to display and the associated formatting. + + :param StatsHandler statsHandler: + Set the statistics to be displayed and how to format them using + """ + if statsHandler is None: + statsHandler = StatsHandler(statFormatters=()) + elif isinstance(statsHandler, (list, tuple)): + statsHandler = StatsHandler(statsHandler) + assert isinstance(statsHandler, StatsHandler) + + self._statsHandler = statsHandler + + def getStatsHandler(self): + """Returns the :class:`StatsHandler` in use. + + :rtype: StatsHandler + """ + return self._statsHandler + + def getPlot(self): + """Returns the plot attached to this widget + + :rtype: Union[PlotWidget,SceneWidget,None] + """ + return self._plotWrapper.getPlot() + + def _dealWithPlotConnection(self, create=True): + """Manage connection to plot signals + + Note: connection on Item are managed by _addItem and _removeItem methods + """ + connections = [] # List of (signal, slot) to connect/disconnect + if self._statsOnVisibleData: + connections.append( + (self._plotWrapper.sigVisibleDataChanged, self._updateAllStats)) + + if self._displayOnlyActItem: + connections.append( + (self._plotWrapper.sigCurrentChanged, self._updateCurrentItem)) + else: + connections += [ + (self._plotWrapper.sigItemAdded, self._addItem), + (self._plotWrapper.sigItemRemoved, self._removeItem), + (self._plotWrapper.sigCurrentChanged, self._plotCurrentChanged)] + + for signal, slot in connections: + if create: + signal.connect(slot) + else: + signal.disconnect(slot) + + def _updateItemObserve(self, *args): + """Reload table depending on mode""" + raise NotImplementedError('Base class') + + def _updateCurrentItem(self, *args): + """specific callback for the sigCurrentChanged and with the + _displayOnlyActItem option.""" + raise NotImplementedError('Base class') + + def _updateStats(self, item, data_changed=False, roi_changed=False): + """Update displayed information for given plot item + + :param item: The plot item + :param bool data_changed: is the item data changed. + :param bool roi_changed: is the associated roi changed. + """ + raise NotImplementedError('Base class') + + def _updateAllStats(self): + """Update stats for all rows in the table""" + raise NotImplementedError('Base class') + + def setDisplayOnlyActiveItem(self, displayOnlyActItem): + """Toggle display off all items or only the active/selected one + + :param bool displayOnlyActItem: + True if we want to only show active item + """ + self._displayOnlyActItem = displayOnlyActItem + + def setStatsOnVisibleData(self, b): + """Toggle computation of statistics on whole data or only visible ones. + + .. warning:: When visible data is activated we will process to a simple + filtering of visible data by the user. The filtering is a + simple data sub-sampling. No interpolation is made to fit + data to boundaries. + + :param bool b: True if we want to apply statistics only on visible data + """ + if self._statsOnVisibleData != b: + self._dealWithPlotConnection(create=False) + self._statsOnVisibleData = b + self._dealWithPlotConnection(create=True) + self._updateAllStats() + + def _addItem(self, item): + """Add a plot item to the table + + If item is not supported, it is ignored. + + :param item: The plot item + :returns: True if the item is added to the widget. + :rtype: bool + """ + raise NotImplementedError('Base class') + + def _removeItem(self, item): + """Remove table items corresponding to given plot item from the table. + + :param item: The plot item + """ + raise NotImplementedError('Base class') + + def _plotCurrentChanged(self, current): + """Handle change of current item and update selection in table + + :param current: + """ + raise NotImplementedError('Base class') + + def clear(self): + """clear GUI""" + pass + + def _skipPlotItemChangedEvent(self, event): + """ + + :param ItemChangedtype event: event to filter or not + :return: True if we want to ignore this ItemChangedtype + :rtype: bool + """ + return event in self.__default_skipped_events + + def setUpdateMode(self, mode): + """Set the way to update the displayed statistics. + + :param mode: mode requested for update + :type mode: Union[str,UpdateMode] + """ + mode = UpdateMode.from_value(mode) + if mode != self._updateMode: + self._updateMode = mode + self._updateModeHasChanged() + + def getUpdateMode(self): + """Returns update mode (See :meth:`setUpdateMode`). + + :return: update mode + :rtype: UpdateMode + """ + return self._updateMode + + def _updateModeHasChanged(self): + """callback when the update mode has changed""" + pass + + +class StatsTable(_StatsWidgetBase, TableWidget): + """ + TableWidget displaying for each items contained by the Plot some + information: + + * legend + * minimal value + * maximal value + * standard deviation (std) + + :param QWidget parent: The widget's parent. + :param Union[PlotWidget,SceneWidget] plot: + :class:`PlotWidget` or :class:`SceneWidget` instance on which to operate + """ + + _LEGEND_HEADER_DATA = 'legend' + _KIND_HEADER_DATA = 'kind' + + sigUpdateModeChanged = qt.Signal(object) + """Signal emitted when the update mode changed""" + + def __init__(self, parent=None, plot=None): + TableWidget.__init__(self, parent) + _StatsWidgetBase.__init__(self, statsOnVisibleData=False, + displayOnlyActItem=False) + + # Init for _displayOnlyActItem == False + assert self._displayOnlyActItem is False + self.setSelectionBehavior(qt.QAbstractItemView.SelectRows) + self.setSelectionMode(qt.QAbstractItemView.SingleSelection) + self.currentItemChanged.connect(self._currentItemChanged) + + self.setRowCount(0) + self.setColumnCount(2) + + # Init headers + headerItem = qt.QTableWidgetItem(self._LEGEND_HEADER_DATA.title()) + headerItem.setData(qt.Qt.UserRole, self._LEGEND_HEADER_DATA) + self.setHorizontalHeaderItem(0, headerItem) + headerItem = qt.QTableWidgetItem(self._KIND_HEADER_DATA.title()) + headerItem.setData(qt.Qt.UserRole, self._KIND_HEADER_DATA) + self.setHorizontalHeaderItem(1, headerItem) + + self.setSortingEnabled(True) + self.setPlot(plot) + + @contextmanager + def _disableSorting(self): + """Context manager that disables table sorting + + Previous state is restored when leaving + """ + sorting = self.isSortingEnabled() + if sorting: + self.setSortingEnabled(False) + yield + if sorting: + self.setSortingEnabled(sorting) + + def setStats(self, statsHandler): + """Set which stats to display and the associated formatting. + + :param StatsHandler statsHandler: + Set the statistics to be displayed and how to format them using + """ + self._removeAllItems() + _StatsWidgetBase.setStats(self, statsHandler) + + self.setRowCount(0) + self.setColumnCount(len(self._statsHandler.stats) + 2) # + legend and kind + + for index, stat in enumerate(self._statsHandler.stats.values()): + headerItem = qt.QTableWidgetItem(stat.name.capitalize()) + headerItem.setData(qt.Qt.UserRole, stat.name) + if stat.description is not None: + headerItem.setToolTip(stat.description) + self.setHorizontalHeaderItem(2 + index, headerItem) + + horizontalHeader = self.horizontalHeader() + horizontalHeader.setSectionResizeMode(qt.QHeaderView.ResizeToContents) + + self._updateItemObserve() + + def setPlot(self, plot): + """Define the plot to interact with + + :param Union[PlotWidget,SceneWidget,None] plot: + The plot containing the items on which statistics are applied + """ + _StatsWidgetBase.setPlot(self, plot) + self._updateItemObserve() + + def clear(self): + """Define the plot to interact with + + :param Union[PlotWidget,SceneWidget,None] plot: + The plot containing the items on which statistics are applied + """ + self._removeAllItems() + + def _updateItemObserve(self, *args): + """Reload table depending on mode""" + self._removeAllItems() + + # Get selected or all items from the plot + if self._displayOnlyActItem: # Only selected + items = self._plotWrapper.getSelectedItems() + else: # All items + items = self._plotWrapper.getItems() + + # Add items to the plot + for item in items: + self._addItem(item) + + def _updateCurrentItem(self, *args): + """specific callback for the sigCurrentChanged and with the + _displayOnlyActItem option. + + Behavior: create the tableItems if does not exists. + If exists, update it only when we are in 'auto' mode""" + if self.getUpdateMode() is UpdateMode.MANUAL: + # when sigCurrentChanged is giving the current item + if len(args) > 0 and isinstance(args[0], (plotitems.Curve, plotitems.Histogram, plotitems.ImageData, plotitems.Scatter)): + item = args[0] + tableItems = self._itemToTableItems(item) + # if the table does not exists yet + if len(tableItems) == 0: + self._updateItemObserve() + else: + # in this case no current item + self._updateItemObserve(args) + else: + # auto mode + self._updateItemObserve(args) + + def _plotCurrentChanged(self, current): + """Handle change of current item and update selection in table + + :param current: + """ + row = self._itemToRow(current) + if row is None: + if self.currentRow() >= 0: + self.setCurrentCell(-1, -1) + elif row != self.currentRow(): + self.setCurrentCell(row, 0) + + def _tableItemToItem(self, tableItem): + """Find the plot item corresponding to a table item + + :param QTableWidgetItem tableItem: + :rtype: QObject + """ + container = tableItem.data(qt.Qt.UserRole) + return container() + + def _itemToRow(self, item): + """Find the row corresponding to a plot item + + :param item: The plot item + :return: The corresponding row index + :rtype: Union[int,None] + """ + for row in range(self.rowCount()): + tableItem = self.item(row, 0) + if self._tableItemToItem(tableItem) == item: + return row + return None + + def _itemToTableItems(self, item): + """Find all table items corresponding to a plot item + + :param item: The plot item + :return: An ordered dict of column name to QTableWidgetItem mapping + for the given plot item. + :rtype: OrderedDict + """ + result = OrderedDict() + row = self._itemToRow(item) + if row is not None: + for column in range(self.columnCount()): + tableItem = self.item(row, column) + if self._tableItemToItem(tableItem) != item: + _logger.error("Table item/plot item mismatch") + else: + header = self.horizontalHeaderItem(column) + name = header.data(qt.Qt.UserRole) + result[name] = tableItem + return result + + def _plotItemChanged(self, event): + """Handle modifications of the items. + + :param event: + """ + if self.getUpdateMode() is UpdateMode.MANUAL: + return + if self._skipPlotItemChangedEvent(event) is True: + return + else: + item = self.sender() + self._updateStats(item, data_changed=True) + # deal with stat items visibility + if event is ItemChangedType.VISIBLE: + if len(self._itemToTableItems(item).items()) > 0: + item_0 = list(self._itemToTableItems(item).values())[0] + row_index = item_0.row() + self.setRowHidden(row_index, not item.isVisible()) + + def _addItem(self, item): + """Add a plot item to the table + + If item is not supported, it is ignored. + + :param item: The plot item + :returns: True if the item is added to the widget. + :rtype: bool + """ + if self._itemToRow(item) is not None: + _logger.info("Item already present in the table") + self._updateStats(item) + return True + + kind = self._plotWrapper.getKind(item) + if kind not in statsmdl.BASIC_COMPATIBLE_KINDS: + _logger.info("Item has not a supported type: %s", item) + return False + + # Prepare table items + tableItems = [ + qt.QTableWidgetItem(), # Legend + qt.QTableWidgetItem()] # Kind + + for column in range(2, self.columnCount()): + header = self.horizontalHeaderItem(column) + name = header.data(qt.Qt.UserRole) + + formatter = self._statsHandler.formatters[name] + if formatter: + tableItem = formatter.tabWidgetItemClass() + else: + tableItem = qt.QTableWidgetItem() + + tooltip = self._statsHandler.stats[name].getToolTip(kind=kind) + if tooltip is not None: + tableItem.setToolTip(tooltip) + + tableItems.append(tableItem) + + # Disable sorting while adding table items + with self._disableSorting(): + # Add a row to the table + self.setRowCount(self.rowCount() + 1) + + # Add table items to the last row + row = self.rowCount() - 1 + for column, tableItem in enumerate(tableItems): + tableItem.setData(qt.Qt.UserRole, _Container(item)) + tableItem.setFlags( + qt.Qt.ItemIsEnabled | qt.Qt.ItemIsSelectable) + self.setItem(row, column, tableItem) + + # Update table items content + self._updateStats(item, data_changed=True) + + # Listen for item changes + # Using queued connection to avoid issue with sender + # being that of the signal calling the signal + item.sigItemChanged.connect(self._plotItemChanged, + qt.Qt.QueuedConnection) + + return True + + def _removeItem(self, item): + """Remove table items corresponding to given plot item from the table. + + :param item: The plot item + """ + row = self._itemToRow(item) + if row is None: + kind = self._plotWrapper.getKind(item) + if kind in statsmdl.BASIC_COMPATIBLE_KINDS: + _logger.error("Removing item that is not in table: %s", str(item)) + return + item.sigItemChanged.disconnect(self._plotItemChanged) + self.removeRow(row) + + def _removeAllItems(self): + """Remove content of the table""" + for row in range(self.rowCount()): + tableItem = self.item(row, 0) + item = self._tableItemToItem(tableItem) + item.sigItemChanged.disconnect(self._plotItemChanged) + self.clearContents() + self.setRowCount(0) + + def _updateStats(self, item, data_changed=False, roi_changed=False): + """Update displayed information for given plot item + + :param item: The plot item + :param bool data_changed: is the item data changed. + :param bool roi_changed: is the associated roi changed. + """ + if item is None: + return + plot = self.getPlot() + if plot is None: + _logger.info("Plot not available") + return + + row = self._itemToRow(item) + if row is None: + _logger.error("This item is not in the table: %s", str(item)) + return + + statsHandler = self.getStatsHandler() + if statsHandler is not None: + # _updateStats is call when the plot visible area change. + # to force stats update we consider roi changed + if self._statsOnVisibleData: + roi_changed = True + else: + roi_changed = False + stats = statsHandler.calculate( + item, plot, self._statsOnVisibleData, + data_changed=data_changed, roi_changed=roi_changed) + else: + stats = {} + + with self._disableSorting(): + for name, tableItem in self._itemToTableItems(item).items(): + if name == self._LEGEND_HEADER_DATA: + text = self._plotWrapper.getLabel(item) + tableItem.setText(text) + elif name == self._KIND_HEADER_DATA: + tableItem.setText(self._plotWrapper.getKind(item)) + else: + value = stats.get(name) + if value is None: + _logger.error("Value not found for: %s", name) + tableItem.setText('-') + else: + tableItem.setText(str(value)) + + def _updateAllStats(self, is_request=False): + """Update stats for all rows in the table + + :param bool is_request: True if come from a manual request + """ + if self.getUpdateMode() is UpdateMode.MANUAL and not is_request: + return + with self._disableSorting(): + for row in range(self.rowCount()): + tableItem = self.item(row, 0) + item = self._tableItemToItem(tableItem) + self._updateStats(item, data_changed=is_request) + + def _currentItemChanged(self, current, previous): + """Handle change of selection in table and sync plot selection + + :param QTableWidgetItem current: + :param QTableWidgetItem previous: + """ + if current and current.row() >= 0: + item = self._tableItemToItem(current) + self._plotWrapper.setCurrentItem(item) + + def setDisplayOnlyActiveItem(self, displayOnlyActItem): + """Toggle display off all items or only the active/selected one + + :param bool displayOnlyActItem: + True if we want to only show active item + """ + if self._displayOnlyActItem == displayOnlyActItem: + return + self._dealWithPlotConnection(create=False) + if not self._displayOnlyActItem: + self.currentItemChanged.disconnect(self._currentItemChanged) + + _StatsWidgetBase.setDisplayOnlyActiveItem(self, displayOnlyActItem) + + self._updateItemObserve() + self._dealWithPlotConnection(create=True) + + if not self._displayOnlyActItem: + self.currentItemChanged.connect(self._currentItemChanged) + self.setSelectionMode(qt.QAbstractItemView.SingleSelection) + else: + self.setSelectionMode(qt.QAbstractItemView.NoSelection) + + def _updateModeHasChanged(self): + self.sigUpdateModeChanged.emit(self._updateMode) + + +class UpdateModeWidget(qt.QWidget): + """Widget used to select the mode of update""" + sigUpdateModeChanged = qt.Signal(object) + """signal emitted when the mode for update changed""" + sigUpdateRequested = qt.Signal() + """signal emitted when an manual request for example is activate""" + + def __init__(self, parent=None): + qt.QWidget.__init__(self, parent) + self.setLayout(qt.QHBoxLayout()) + self._buttonGrp = qt.QButtonGroup(parent=self) + self._buttonGrp.setExclusive(True) + + spacer = qt.QSpacerItem(20, 20, + qt.QSizePolicy.Expanding, + qt.QSizePolicy.Minimum) + self.layout().addItem(spacer) + + self._autoRB = qt.QRadioButton('auto', parent=self) + self.layout().addWidget(self._autoRB) + self._buttonGrp.addButton(self._autoRB) + + self._manualRB = qt.QRadioButton('manual', parent=self) + self.layout().addWidget(self._manualRB) + self._buttonGrp.addButton(self._manualRB) + self._manualRB.setChecked(True) + + refresh_icon = icons.getQIcon('view-refresh') + self._updatePB = qt.QPushButton(refresh_icon, '', parent=self) + self.layout().addWidget(self._updatePB) + + # connect signal / SLOT + self._updatePB.clicked.connect(self._updateRequested) + self._manualRB.toggled.connect(self._manualButtonToggled) + self._autoRB.toggled.connect(self._autoButtonToggled) + + def _manualButtonToggled(self, checked): + if checked: + self.setUpdateMode(UpdateMode.MANUAL) + self.sigUpdateModeChanged.emit(self.getUpdateMode()) + + def _autoButtonToggled(self, checked): + if checked: + self.setUpdateMode(UpdateMode.AUTO) + self.sigUpdateModeChanged.emit(self.getUpdateMode()) + + def _updateRequested(self): + if self.getUpdateMode() is UpdateMode.MANUAL: + self.sigUpdateRequested.emit() + + def setUpdateMode(self, mode): + """Set the way to update the displayed statistics. + + :param mode: mode requested for update + :type mode: Union[str,UpdateMode] + """ + mode = UpdateMode.from_value(mode) + + if mode is UpdateMode.AUTO: + if not self._autoRB.isChecked(): + self._autoRB.setChecked(True) + elif mode is UpdateMode.MANUAL: + if not self._manualRB.isChecked(): + self._manualRB.setChecked(True) + else: + raise ValueError('mode', mode, 'is not recognized') + + def getUpdateMode(self): + """Returns update mode (See :meth:`setUpdateMode`). + + :return: the active update mode + :rtype: UpdateMode + """ + if self._manualRB.isChecked(): + return UpdateMode.MANUAL + elif self._autoRB.isChecked(): + return UpdateMode.AUTO + else: + raise RuntimeError("No mode selected") + + def showRadioButtons(self, show): + """show / hide the QRadioButtons + + :param bool show: if True make RadioButton visible + """ + self._autoRB.setVisible(show) + self._manualRB.setVisible(show) + + +class _OptionsWidget(qt.QToolBar): + + def __init__(self, parent=None, updateMode=None, displayOnlyActItem=False): + assert updateMode is not None + qt.QToolBar.__init__(self, parent) + self.setIconSize(qt.QSize(16, 16)) + + action = qt.QAction(self) + action.setIcon(icons.getQIcon("stats-active-items")) + action.setText("Active items only") + action.setToolTip("Display stats for active items only.") + action.setCheckable(True) + action.setChecked(displayOnlyActItem) + self.__displayActiveItems = action + + action = qt.QAction(self) + action.setIcon(icons.getQIcon("stats-whole-items")) + action.setText("All items") + action.setToolTip("Display stats for all available items.") + action.setCheckable(True) + self.__displayWholeItems = action + + action = qt.QAction(self) + action.setIcon(icons.getQIcon("stats-visible-data")) + action.setText("Use the visible data range") + action.setToolTip("Use the visible data range.<br/>" + "If activated the data is filtered to only use" + "visible data of the plot." + "The filtering is a data sub-sampling." + "No interpolation is made to fit data to" + "boundaries.") + action.setCheckable(True) + self.__useVisibleData = action + + action = qt.QAction(self) + action.setIcon(icons.getQIcon("stats-whole-data")) + action.setText("Use the full data range") + action.setToolTip("Use the full data range.") + action.setCheckable(True) + action.setChecked(True) + self.__useWholeData = action + + self.addAction(self.__displayWholeItems) + self.addAction(self.__displayActiveItems) + self.addSeparator() + self.addAction(self.__useVisibleData) + self.addAction(self.__useWholeData) + + self.itemSelection = qt.QActionGroup(self) + self.itemSelection.setExclusive(True) + self.itemSelection.addAction(self.__displayActiveItems) + self.itemSelection.addAction(self.__displayWholeItems) + + self.dataRangeSelection = qt.QActionGroup(self) + self.dataRangeSelection.setExclusive(True) + self.dataRangeSelection.addAction(self.__useWholeData) + self.dataRangeSelection.addAction(self.__useVisibleData) + + self.__updateStatsAction = qt.QAction(self) + self.__updateStatsAction.setIcon(icons.getQIcon("view-refresh")) + self.__updateStatsAction.setText("update statistics") + self.__updateStatsAction.setToolTip("update statistics") + self.__updateStatsAction.setCheckable(False) + self._updateStatsSep = self.addSeparator() + self.addAction(self.__updateStatsAction) + + self._setUpdateMode(mode=updateMode) + + # expose API + self.sigUpdateStats = self.__updateStatsAction.triggered + + def isActiveItemMode(self): + return self.itemSelection.checkedAction() is self.__displayActiveItems + + def setDisplayActiveItems(self, only_active): + self.__displayActiveItems.setChecked(only_active) + self.__displayWholeItems.setChecked(not only_active) + + def isVisibleDataRangeMode(self): + return self.dataRangeSelection.checkedAction() is self.__useVisibleData + + def setVisibleDataRangeModeEnabled(self, enabled): + """Enable/Disable the visible data range mode + + :param bool enabled: True to allow user to choose + stats on visible data + """ + self.__useVisibleData.setEnabled(enabled) + if not enabled: + self.__useWholeData.setChecked(True) + + def _setUpdateMode(self, mode): + self.__updateStatsAction.setVisible(mode == UpdateMode.MANUAL) + self._updateStatsSep.setVisible(mode == UpdateMode.MANUAL) + + def getUpdateStatsAction(self): + """ + + :return: the action for the automatic mode + :rtype: QAction + """ + return self.__updateStatsAction + + +class StatsWidget(qt.QWidget): + """ + Widget displaying a set of :class:`Stat` to be displayed on a + :class:`StatsTable` and to be apply on items contained in the :class:`Plot` + Also contains options to: + + * compute statistics on all the data or on visible data only + * show statistics of all items or only the active one + + :param QWidget parent: Qt parent + :param Union[PlotWidget,SceneWidget] plot: + The plot containing items on which we want statistics. + :param StatsHandler stats: + Set the statistics to be displayed and how to format them using + """ + + sigVisibilityChanged = qt.Signal(bool) + """Signal emitted when the visibility of this widget changes. + + It Provides the visibility of the widget. + """ + + NUMBER_FORMAT = '{0:.3f}' + + def __init__(self, parent=None, plot=None, stats=None): + qt.QWidget.__init__(self, parent) + self.setLayout(qt.QVBoxLayout()) + self.layout().setContentsMargins(0, 0, 0, 0) + self._options = _OptionsWidget(parent=self, updateMode=UpdateMode.MANUAL) + self.layout().addWidget(self._options) + self._statsTable = StatsTable(parent=self, plot=plot) + self._statsTable.setDisplayOnlyActiveItem(self._options.isActiveItemMode()) + self._options._setUpdateMode(mode=self._statsTable.getUpdateMode()) + self.setStats(stats) + + self.layout().addWidget(self._statsTable) + + old = self._statsTable.blockSignals(True) + self._options.itemSelection.triggered.connect( + self._optSelectionChanged) + self._options.dataRangeSelection.triggered.connect( + self._optDataRangeChanged) + self._optDataRangeChanged() + self._statsTable.blockSignals(old) + + self._statsTable.sigUpdateModeChanged.connect(self._options._setUpdateMode) + callback = functools.partial(self._getStatsTable()._updateAllStats, is_request=True) + self._options.sigUpdateStats.connect(callback) + + def _getStatsTable(self): + """Returns the :class:`StatsTable` used by this widget. + + :rtype: StatsTable + """ + return self._statsTable + + def showEvent(self, event): + self.sigVisibilityChanged.emit(True) + qt.QWidget.showEvent(self, event) + + def hideEvent(self, event): + self.sigVisibilityChanged.emit(False) + qt.QWidget.hideEvent(self, event) + + def _optSelectionChanged(self, action=None): + self._getStatsTable().setDisplayOnlyActiveItem( + self._options.isActiveItemMode()) + + def _optDataRangeChanged(self, action=None): + self._getStatsTable().setStatsOnVisibleData( + self._options.isVisibleDataRangeMode()) + + # Proxy methods + + @docstring(StatsTable) + def setStats(self, statsHandler): + return self._getStatsTable().setStats(statsHandler=statsHandler) + + @docstring(StatsTable) + def setPlot(self, plot): + self._options.setVisibleDataRangeModeEnabled( + plot is None or isinstance(plot, PlotWidget)) + return self._getStatsTable().setPlot(plot=plot) + + @docstring(StatsTable) + def getPlot(self): + return self._getStatsTable().getPlot() + + @docstring(StatsTable) + def setDisplayOnlyActiveItem(self, displayOnlyActItem): + old = self._options.blockSignals(True) + # update the options + self._options.setDisplayActiveItems(displayOnlyActItem) + self._options.blockSignals(old) + return self._getStatsTable().setDisplayOnlyActiveItem( + displayOnlyActItem=displayOnlyActItem) + + @docstring(StatsTable) + def setStatsOnVisibleData(self, b): + return self._getStatsTable().setStatsOnVisibleData(b=b) + + @docstring(StatsTable) + def getUpdateMode(self): + return self._statsTable.getUpdateMode() + + @docstring(StatsTable) + def setUpdateMode(self, mode): + self._statsTable.setUpdateMode(mode) + + +DEFAULT_STATS = StatsHandler(( + (statsmdl.StatMin(), StatFormatter()), + statsmdl.StatCoordMin(), + (statsmdl.StatMax(), StatFormatter()), + statsmdl.StatCoordMax(), + statsmdl.StatCOM(), + (('mean', numpy.mean), StatFormatter()), + (('std', numpy.std), StatFormatter()), +)) + + +class BasicStatsWidget(StatsWidget): + """ + Widget defining a simple set of :class:`Stat` to be displayed on a + :class:`StatsWidget`. + + :param QWidget parent: Qt parent + :param PlotWidget plot: + The plot containing items on which we want statistics. + :param StatsHandler stats: + Set the statistics to be displayed and how to format them using + + .. snapshotqt:: img/BasicStatsWidget.png + :width: 300px + :align: center + + from silx.gui.plot import Plot1D + from silx.gui.plot.StatsWidget import BasicStatsWidget + + plot = Plot1D() + x = range(100) + y = x + plot.addCurve(x, y, legend='curve_0') + plot.setActiveCurve('curve_0') + + widget = BasicStatsWidget(plot=plot) + widget.show() + """ + def __init__(self, parent=None, plot=None): + StatsWidget.__init__(self, parent=parent, plot=plot, + stats=DEFAULT_STATS) + + +class _BaseLineStatsWidget(_StatsWidgetBase, qt.QWidget): + """ + Widget made to display stats into a QLayout with couple (QLabel, QLineEdit) + created for each stats. + The layout can be defined prior of adding any statistic. + + :param QWidget parent: Qt parent + :param Union[PlotWidget,SceneWidget] plot: + The plot containing items on which we want statistics. + :param str kind: the kind of plotitems we want to display + :param StatsHandler stats: + Set the statistics to be displayed and how to format them using + :param bool statsOnVisibleData: compute statistics for the whole data or + only visible ones. + """ + + sigUpdateModeChanged = qt.Signal(object) + """Signal emitted when the update mode changed""" + + def __init__(self, parent=None, plot=None, kind='curve', stats=None, + statsOnVisibleData=False): + self._item_kind = kind + """The item displayed""" + self._statQlineEdit = {} + """list of legends actually displayed""" + self._n_statistics_per_line = 4 + """number of statistics displayed per line in the grid layout""" + qt.QWidget.__init__(self, parent) + _StatsWidgetBase.__init__(self, + statsOnVisibleData=statsOnVisibleData, + displayOnlyActItem=True) + self.setLayout(self._createLayout()) + self.setPlot(plot) + if stats is not None: + self.setStats(stats) + + def _addItemForStatistic(self, statistic): + assert isinstance(statistic, statsmdl.StatBase) + assert statistic.name in self._statsHandler.stats + + self.layout().setSpacing(2) + self.layout().setContentsMargins(2, 2, 2, 2) + + if isinstance(self.layout(), qt.QGridLayout): + parent = self + else: + widget = qt.QWidget(parent=self) + parent = widget + + qLabel = qt.QLabel(statistic.name + ':', parent=parent) + qLineEdit = qt.QLineEdit('', parent=parent) + qLineEdit.setReadOnly(True) + + self._addStatsWidgetsToLayout(qLabel=qLabel, qLineEdit=qLineEdit) + self._statQlineEdit[statistic.name] = qLineEdit + + def setPlot(self, plot): + """Define the plot to interact with + + :param Union[PlotWidget,SceneWidget,None] plot: + The plot containing the items on which statistics are applied + """ + _StatsWidgetBase.setPlot(self, plot) + self._updateAllStats() + + def _addStatsWidgetsToLayout(self, qLabel, qLineEdit): + raise NotImplementedError('Base class') + + def setStats(self, statsHandler): + """Set which stats to display and the associated formatting. + + :param StatsHandler statsHandler: + Set the statistics to be displayed and how to format them using + """ + _StatsWidgetBase.setStats(self, statsHandler) + for statName, stat in list(self._statsHandler.stats.items()): + self._addItemForStatistic(stat) + self._updateAllStats() + + def _activeItemChanged(self, kind, previous, current): + if self.getUpdateMode() is UpdateMode.MANUAL: + return + if kind == self._item_kind: + self._updateAllStats() + + def _updateAllStats(self): + plot = self.getPlot() + if plot is not None: + _items = self._plotWrapper.getSelectedItems() + + def kind_filter(_item): + return self._plotWrapper.getKind(_item) == self.getKind() + items = list(filter(kind_filter, _items)) + assert len(items) in (0, 1) + if len(items) == 1: + self._setItem(items[0]) + + def setKind(self, kind): + """Change the kind of active item to display + :param str kind: kind of item to display information for ('curve' ...) + """ + if self._item_kind != kind: + self._item_kind = kind + self._updateItemObserve() + + def getKind(self): + """ + :return: kind of item we want to compute statistic for + :rtype: str + """ + return self._item_kind + + def _setItem(self, item, data_changed=True): + if item is None: + for stat_name, stat_widget in self._statQlineEdit.items(): + stat_widget.setText('') + elif (self._statsHandler is not None and len( + self._statsHandler.stats) > 0): + plot = self.getPlot() + if plot is not None: + statsValDict = self._statsHandler.calculate(item, + plot, + self._statsOnVisibleData, + data_changed=data_changed) + for statName, statVal in list(statsValDict.items()): + self._statQlineEdit[statName].setText(statVal) + + def _updateItemObserve(self, *argv): + if self.getUpdateMode() is UpdateMode.MANUAL: + return + assert self._displayOnlyActItem + _items = self._plotWrapper.getSelectedItems() + + def kind_filter(_item): + return self._plotWrapper.getKind(_item) == self.getKind() + items = list(filter(kind_filter, _items)) + assert len(items) in (0, 1) + _item = items[0] if len(items) == 1 else None + self._setItem(_item, data_changed=True) + + def _updateCurrentItem(self): + self._updateItemObserve() + + def _createLayout(self): + """create an instance of the main QLayout""" + raise NotImplementedError('Base class') + + def _addItem(self, item): + raise NotImplementedError('Display only the active item') + + def _removeItem(self, item): + raise NotImplementedError('Display only the active item') + + def _plotCurrentChanged(self, current): + raise NotImplementedError('Display only the active item') + + def _updateModeHasChanged(self): + self.sigUpdateModeChanged.emit(self._updateMode) + + +class _BasicLineStatsWidget(_BaseLineStatsWidget): + def __init__(self, parent=None, plot=None, kind='curve', + stats=DEFAULT_STATS, statsOnVisibleData=False): + _BaseLineStatsWidget.__init__(self, parent=parent, kind=kind, + plot=plot, stats=stats, + statsOnVisibleData=statsOnVisibleData) + + def _createLayout(self): + return FlowLayout() + + def _addStatsWidgetsToLayout(self, qLabel, qLineEdit): + # create a mother widget to make sure both qLabel & qLineEdit will + # always be displayed side by side + widget = qt.QWidget(parent=self) + widget.setLayout(qt.QHBoxLayout()) + widget.layout().setSpacing(0) + widget.layout().setContentsMargins(0, 0, 0, 0) + + widget.layout().addWidget(qLabel) + widget.layout().addWidget(qLineEdit) + + self.layout().addWidget(widget) + + def _addOptionsWidget(self, widget): + self.layout().addWidget(widget) + + +class BasicLineStatsWidget(qt.QWidget): + """ + Widget defining a simple set of :class:`Stat` to be displayed on a + :class:`LineStatsWidget`. + + :param QWidget parent: Qt parent + :param Union[PlotWidget,SceneWidget] plot: + The plot containing items on which we want statistics. + :param str kind: the kind of plotitems we want to display + :param StatsHandler stats: + Set the statistics to be displayed and how to format them using + :param bool statsOnVisibleData: compute statistics for the whole data or + only visible ones. + """ + def __init__(self, parent=None, plot=None, kind='curve', + stats=DEFAULT_STATS, statsOnVisibleData=False): + qt.QWidget.__init__(self, parent) + self.setLayout(qt.QHBoxLayout()) + self.layout().setSpacing(0) + self.layout().setContentsMargins(0, 0, 0, 0) + self._lineStatsWidget = _BasicLineStatsWidget(parent=self, plot=plot, + kind=kind, stats=stats, + statsOnVisibleData=statsOnVisibleData) + self.layout().addWidget(self._lineStatsWidget) + + self._options = UpdateModeWidget() + self._options.setUpdateMode(self._lineStatsWidget.getUpdateMode()) + self._options.showRadioButtons(False) + self.layout().addWidget(self._options) + + # connect Signal ? SLOT + self._lineStatsWidget.sigUpdateModeChanged.connect(self._options.setUpdateMode) + self._options.sigUpdateModeChanged.connect(self._lineStatsWidget.setUpdateMode) + self._options.sigUpdateRequested.connect(self._lineStatsWidget._updateAllStats) + + def showControl(self, visible): + self._options.setVisible(visible) + + # Proxy methods + + @docstring(_BasicLineStatsWidget) + def setUpdateMode(self, mode): + self._lineStatsWidget.setUpdateMode(mode=mode) + + @docstring(_BasicLineStatsWidget) + def getUpdateMode(self): + return self._lineStatsWidget.getUpdateMode() + + @docstring(_BasicLineStatsWidget) + def setPlot(self, plot): + self._lineStatsWidget.setPlot(plot=plot) + + @docstring(_BasicLineStatsWidget) + def setStats(self, statsHandler): + self._lineStatsWidget.setStats(statsHandler=statsHandler) + + @docstring(_BasicLineStatsWidget) + def setKind(self, kind): + self._lineStatsWidget.setKind(kind=kind) + + @docstring(_BasicLineStatsWidget) + def getKind(self): + return self._lineStatsWidget.getKind() + + @docstring(_BasicLineStatsWidget) + def setStatsOnVisibleData(self, b): + self._lineStatsWidget.setStatsOnVisibleData(b) + + @docstring(UpdateModeWidget) + def showRadioButtons(self, show): + self._options.showRadioButtons(show=show) + + +class _BasicGridStatsWidget(_BaseLineStatsWidget): + def __init__(self, parent=None, plot=None, kind='curve', + stats=DEFAULT_STATS, statsOnVisibleData=False, + statsPerLine=4): + _BaseLineStatsWidget.__init__(self, parent=parent, kind=kind, + plot=plot, stats=stats, + statsOnVisibleData=statsOnVisibleData) + self._n_statistics_per_line = statsPerLine + + def _addStatsWidgetsToLayout(self, qLabel, qLineEdit): + column = len(self._statQlineEdit) % self._n_statistics_per_line + row = len(self._statQlineEdit) // self._n_statistics_per_line + self.layout().addWidget(qLabel, row, column * 2) + self.layout().addWidget(qLineEdit, row, column * 2 + 1) + + def _createLayout(self): + return qt.QGridLayout() + + +class BasicGridStatsWidget(qt.QWidget): + """ + pymca design like widget + + :param QWidget parent: Qt parent + :param Union[PlotWidget,SceneWidget] plot: + The plot containing items on which we want statistics. + :param StatsHandler stats: + Set the statistics to be displayed and how to format them using + :param str kind: the kind of plotitems we want to display + :param bool statsOnVisibleData: compute statistics for the whole data or + only visible ones. + :param int statsPerLine: number of statistic to be displayed per line + + .. snapshotqt:: img/BasicGridStatsWidget.png + :width: 600px + :align: center + + from silx.gui.plot import Plot1D + from silx.gui.plot.StatsWidget import BasicGridStatsWidget + + plot = Plot1D() + x = range(100) + y = x + plot.addCurve(x, y, legend='curve_0') + plot.setActiveCurve('curve_0') + + widget = BasicGridStatsWidget(plot=plot, kind='curve') + widget.show() + """ + + def __init__(self, parent=None, plot=None, kind='curve', + stats=DEFAULT_STATS, statsOnVisibleData=False): + qt.QWidget.__init__(self, parent) + self.setLayout(qt.QVBoxLayout()) + self.layout().setSpacing(0) + self.layout().setContentsMargins(0, 0, 0, 0) + + self._options = UpdateModeWidget() + self._options.showRadioButtons(False) + self.layout().addWidget(self._options) + + self._lineStatsWidget = _BasicGridStatsWidget(parent=self, plot=plot, + kind=kind, stats=stats, + statsOnVisibleData=statsOnVisibleData) + self.layout().addWidget(self._lineStatsWidget) + + # tune options + self._options.setUpdateMode(self._lineStatsWidget.getUpdateMode()) + + # connect Signal ? SLOT + self._lineStatsWidget.sigUpdateModeChanged.connect(self._options.setUpdateMode) + self._options.sigUpdateModeChanged.connect(self._lineStatsWidget.setUpdateMode) + self._options.sigUpdateRequested.connect(self._lineStatsWidget._updateAllStats) + + def showControl(self, visible): + self._options.setVisible(visible) + + @docstring(_BasicGridStatsWidget) + def setUpdateMode(self, mode): + self._lineStatsWidget.setUpdateMode(mode=mode) + + @docstring(_BasicGridStatsWidget) + def getUpdateMode(self): + return self._lineStatsWidget.getUpdateMode() + + @docstring(_BasicGridStatsWidget) + def setPlot(self, plot): + self._lineStatsWidget.setPlot(plot=plot) + + @docstring(_BasicGridStatsWidget) + def setStats(self, statsHandler): + self._lineStatsWidget.setStats(statsHandler=statsHandler) + + @docstring(_BasicGridStatsWidget) + def setKind(self, kind): + self._lineStatsWidget.setKind(kind=kind) + + @docstring(_BasicGridStatsWidget) + def getKind(self): + return self._lineStatsWidget.getKind() + + @docstring(_BasicGridStatsWidget) + def setStatsOnVisibleData(self, b): + self._lineStatsWidget.setStatsOnVisibleData(b) + + @docstring(UpdateModeWidget) + def showRadioButtons(self, show): + self._options.showRadioButtons(show=show) |