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# -*- coding: utf-8 -*-
"""
/***************************************************************************
                              HUB TimeSeriesViewer
                              -------------------
        begin                : 2017-08-04
        git sha              : $Format:%H$
        copyright            : (C) 2017 by HU-Berlin
        email                : benjamin.jakimow@geo.hu-berlin.de
 ***************************************************************************/

/***************************************************************************
 *                                                                         *
 *   This program is free software; you can redistribute it and/or modify  *
 *   it under the terms of the GNU General Public License as published by  *
 *   the Free Software Foundation; either version 2 of the License, or     *
 *   (at your option) any later version.                                   *
 *                                                                         *
 ***************************************************************************/
"""
# noinspection PyPep8Naming
from __future__ import absolute_import
import os, sys, pickle, datetime
from collections import OrderedDict
from qgis.gui import *
from qgis.core import *
from PyQt4.QtCore import *
from PyQt4.QtXml import *
from PyQt4.QtGui import *

from timeseriesviewer import jp, SETTINGS
from timeseriesviewer.timeseries import *
from timeseriesviewer.utils import SpatialExtent, SpatialPoint, px2geo
from timeseriesviewer.ui.docks import TsvDockWidgetBase, loadUI
from timeseriesviewer.plotstyling import PlotStyle, PlotStyleButton
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from timeseriesviewer.pixelloader import PixelLoader, PixelLoaderTask
from timeseriesviewer.sensorvisualization import SensorListModel

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from pyqtgraph import functions as fn
from pyqtgraph import AxisItem


import datetime

from osgeo import gdal, gdal_array
import numpy as np

DEBUG = False

def getTextColorWithContrast(c):
    assert isinstance(c, QColor)
    if c.lightness() < 0.5:
        return QColor('white')
    else:
        return QColor('black')
def bandIndex2bandKey(i):
    assert isinstance(i, int)
    assert i >= 0
    return 'b{}'.format(i + 1)

def bandKey2bandIndex(key):
    match = PlotSettingsModel.regBandKeyExact.search(key)
    assert match
    idx = int(match.group()[1:]) - 1
    return idx


class DateTimeAxis(pg.AxisItem):
        super(DateTimeAxis, self).__init__(*args, **kwds)

    def logTickStrings(self, values, scale, spacing):
        s = ""

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    def tickStrings(self, values, scale, spacing):
        strns = []

        if len(values) == 0:
            return []
        #assert isinstance(values[0],
        values = [num2date(v) for v in values]
        ndays = rng.astype(int)

        strns = []

        for v in values:
            if ndays == 0:
                strns.append(v.astype(str))
    def tickValues(self, minVal, maxVal, size):
        d = super(DateTimeAxis, self).tickValues(minVal, maxVal, size)
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class _SensorPoints(pg.PlotDataItem):
    def __init__(self, *args, **kwds):
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        super(_SensorPoints, self).__init__(*args, **kwds)
        # menu creation is deferred because it is expensive and often
        # the user will never see the menu anyway.
        self.menu = None

    def boundingRect(self):
        return super(SensorPoints,self).boundingRect()
        super(SensorPoints, self).paint(p, *args)


    # On right-click, raise the context menu
    def mouseClickEvent(self, ev):
        if ev.button() == QtCore.Qt.RightButton:
            if self.raiseContextMenu(ev):
                ev.accept()

    def raiseContextMenu(self, ev):
        menu = self.getContextMenus()

        # Let the scene add on to the end of our context menu
        # (this is optional)
        menu = self.scene().addParentContextMenus(self, menu, ev)

        pos = ev.screenPos()
        menu.popup(QtCore.QPoint(pos.x(), pos.y()))
        return True

    # This method will be called when this item's _children_ want to raise
    # a context menu that includes their parents' menus.
    def getContextMenus(self, event=None):
        if self.menu is None:
            self.menu.setTitle(self.name + " options..")

            green = QAction("Turn green", self.menu)
            green.triggered.connect(self.setGreen)
            self.menu.addAction(green)
            self.menu.green = green

            blue = QAction("Turn blue", self.menu)
            blue.triggered.connect(self.setBlue)
            self.menu.addAction(blue)
            self.menu.green = blue

            alpha = QWidgetAction(self.menu)
            alphaSlider = QSlider()
            alphaSlider.setOrientation(QtCore.Qt.Horizontal)
            alphaSlider.setMaximum(255)
            alphaSlider.setValue(255)
            alphaSlider.valueChanged.connect(self.setAlpha)
            alpha.setDefaultWidget(alphaSlider)
            self.menu.addAction(alpha)
            self.menu.alpha = alpha
            self.menu.alphaSlider = alphaSlider
        return self.menu


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class TemporalProfilePlotDataItem(pg.PlotDataItem):

    def __init__(self, plotStyle, parent=None):
        assert isinstance(plotStyle, TemporalProfilePlotStyle)


        super(TemporalProfilePlotDataItem, self).__init__([1,2,3], [2,3,4], parent=parent)
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        self.mPlotStyle = plotStyle
        self.mPlotStyle.sigUpdated.connect(self.updateStyle)
        self.setClickable(True)
        self.updateData()
        self.updateStyle()

    def updateData(self):
        TP = self.mPlotStyle.temporalProfile()
        sensor = self.mPlotStyle.sensor()
        if isinstance(TP, TemporalProfile) and isinstance(sensor, SensorInstrument):
            x, y = TP.dataFromExpression(self.mPlotStyle.sensor(), self.mPlotStyle.expression())
            if len(y) > 0:
                self.setData(x=x, y=y)
            else:
                self.setData(x=[1,2,3], y=[1,2,3]) #dummy
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            self.update()

    def updateStyle(self):
        """
        Updates visibility properties
        """
        self.setVisible(self.mPlotStyle.isVisible())
        self.setPen(self.mPlotStyle.linePen)
        #self.setBrush(self.mPlotStyle.markerBrush)
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        #self.setFillBrush(self.mPlotStyle.)

    def setClickable(self, b, width=None):
        assert isinstance(b, bool)
        self.curve.setClickable(b, width=width)

    def setColor(self, color):
        if not isinstance(color, QColor):

            color = QColor(color)
        self.setPen(color)

    def pen(self):

        return fn.mkPen(self.opts['pen'])

    def color(self):
        return self.pen().color()

        # On right-click, raise the context menu

    def mouseClickEvent(self, ev):
        if ev.button() == QtCore.Qt.RightButton:
            if self.raiseContextMenu(ev):
                ev.accept()

    def raiseContextMenu(self, ev):
        menu = self.getContextMenus()

        # Let the scene add on to the end of our context menu
        # (this is optional)
        menu = self.scene().addParentContextMenus(self, menu, ev)

        pos = ev.screenPos()
        menu.popup(QtCore.QPoint(pos.x(), pos.y()))
        return True

        # This method will be called when this item's _children_ want to raise
        # a context menu that includes their parents' menus.

    def getContextMenus(self, event=None):
        if self.menu is None:
            self.menu = QMenu()
            self.menu.setTitle(self.name + " options..")

            green = QAction("Turn green", self.menu)
            green.triggered.connect(self.setGreen)
            self.menu.addAction(green)
            self.menu.green = green

            blue = QAction("Turn blue", self.menu)
            blue.triggered.connect(self.setBlue)
            self.menu.addAction(blue)
            self.menu.green = blue

            alpha = QWidgetAction(self.menu)
            alphaSlider = QSlider()
            alphaSlider.setOrientation(QtCore.Qt.Horizontal)
            alphaSlider.setMaximum(255)
            alphaSlider.setValue(255)
            alphaSlider.valueChanged.connect(self.setAlpha)
            alpha.setDefaultWidget(alphaSlider)
            self.menu.addAction(alpha)
            self.menu.alpha = alpha
            self.menu.alphaSlider = alphaSlider
        return self.menu

    def setLineWidth(self, width):
        pen = pg.mkPen(self.opts['pen'])
        assert isinstance(pen, QPen)
        pen.setWidth(width)
        self.setPen(pen)



class PlotSettingsWidgetDelegate(QStyledItemDelegate):
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    """
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    """
    def __init__(self, tableView, timeSeries, temporalProfileListModel, parent=None):

        super(PlotSettingsWidgetDelegate, self).__init__(parent=parent)
        self._preferedSize = QgsFieldExpressionWidget().sizeHint()
        self.tableView = tableView
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        self.timeSeries = timeSeries
        self.temporalProfileListModel = temporalProfileListModel

    def setItemDelegates(self, tableView):
        assert isinstance(tableView, QTableView)
        model = tableView.model()

        assert isinstance(model, PlotSettingsModel)
        for c in [model.cnSensor, model.cnExpression, model.cnStyle,model.cnTemporalProfile]:
            i = model.columNames.index(c)
            tableView.setItemDelegateForColumn(i, self)

    def getColumnName(self, index):
        assert index.isValid()
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        model = index.model()
        assert isinstance(model, PlotSettingsModel)
        return model.columNames[index.column()]
    """
    def sizeHint(self, options, index):
        s = super(ExpressionDelegate, self).sizeHint(options, index)
        exprString = self.tableView.model().data(index)
        l = QLabel()
        l.setText(exprString)
        x = l.sizeHint().width() + 100
        s = QSize(x, s.height())
        return self._preferedSize
    """

    def createEditor(self, parent, option, index):
        cname = self.getColumnName(index)
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        model = self.tableView.model()
        w = None
        if index.isValid() and isinstance(model, PlotSettingsModel):
            plotStyle = model.idx2plotStyle(index)
            if isinstance(plotStyle, TemporalProfilePlotStyle):
                if cname == model.cnExpression:
                    w = QgsFieldExpressionWidget(parent=parent)

                    #todo: w.setLayer(sv.memLyr)
                    w.setExpressionDialogTitle('Values')
                    w.setToolTip('Set an expression to calculate the plot y-values.')
                    w.fieldChanged.connect(lambda : self.checkData(w, w.expression()))

                elif cname == model.cnStyle:
                    w = PlotStyleButton(parent=parent)
                    w.setPlotStyle(plotStyle)
                    w.setToolTip('Set style.')
                    w.sigPlotStyleChanged.connect(lambda: self.checkData(w, w.plotStyle()))

                elif cname == model.cnSensor:
                    w = QComboBox(parent=parent)
                    m = SensorListModel(self.timeSeries)
                    w.setModel(m)

                elif cname == model.cnTemporalProfile:
                    w = QComboBox(parent=parent)
                    w.setModel(self.temporalProfileListModel)
                else:
                    raise NotImplementedError()
    def checkData(self, w, expression):
        if isinstance(w, QgsFieldExpressionWidget):
            assert expression == w.expression()
            assert w.isExpressionValid(expression) == w.isValidExpression()
            if w.isValidExpression():
                self.commitData.emit(w)
            else:
                s = ""
                #print(('Delegate commit failed',w.asExpression()))
        if isinstance(w, PlotStyleButton):

            self.commitData.emit(w)

    def setEditorData(self, editor, index):
        cname = self.getColumnName(index)
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        model = self.tableView.model()

        w = None
        if index.isValid() and isinstance(model, PlotSettingsModel):

            cname = self.getColumnName(index)
            if cname == model.cnExpression:
                lastExpr = index.model().data(index, Qt.DisplayRole)
                assert isinstance(editor, QgsFieldExpressionWidget)
                editor.setProperty('lastexpr', lastExpr)
                editor.setField(lastExpr)

            elif cname == model.cnStyle:
                style = index.data()
                assert isinstance(editor, PlotStyleButton)
                editor.setPlotStyle(style)

            elif cname == model.cnSensor:
                assert isinstance(editor, QComboBox)
                m = editor.model()
                assert isinstance(m, SensorListModel)
                sensor = index.data(role=Qt.UserRole)
                if isinstance(sensor, SensorInstrument):
                    idx = m.sensor2idx(sensor)
                    editor.setCurrentIndex(idx.row())
            elif cname == model.cnTemporalProfile:
                assert isinstance(editor, QComboBox)
                m = editor.model()
                assert isinstance(m, TemporalProfileCollectionListModel)
                TP = index.data(role=Qt.UserRole)
                if isinstance(TP, TemporalProfile):
                    idx = m.tp2idx(TP)
                    editor.setCurrentIndex(idx)
            else:
                raise NotImplementedError()

    def setModelData(self, w, model, index):
        cname = self.getColumnName(index)
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        model = self.tableView.model()
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        if index.isValid() and isinstance(model, PlotSettingsModel):
            if cname == model.cnExpression:
                assert isinstance(w, QgsFieldExpressionWidget)
                expr = w.asExpression()
                exprLast = model.data(index, Qt.DisplayRole)
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                if w.isValidExpression() and expr != exprLast:
                    model.setData(index, w.asExpression(), Qt.EditRole)

            elif cname == model.cnStyle:
                assert isinstance(w, PlotStyleButton)
                model.setData(index, w.plotStyle(), Qt.UserRole)

            elif cname == model.cnSensor:
                assert isinstance(w, QComboBox)
                sensor = w.itemData(w.currentIndex(), role=Qt.UserRole)
                assert isinstance(sensor, SensorInstrument)
                model.setData(index, sensor, Qt.EditRole)

            elif cname == model.cnTemporalProfile:
                assert isinstance(w, QComboBox)
                TP = w.itemData(w.currentIndex(), role=Qt.UserRole)
                assert isinstance(TP, TemporalProfile)
                model.setData(index, TP, Qt.EditRole)

            else:
                raise NotImplementedError()
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class SensorPixelDataMemoryLayer(QgsVectorLayer):

    def __init__(self, sensor, crs=None):
        assert isinstance(sensor, SensorInstrument)
        if crs is None:
            crs = QgsCoordinateReferenceSystem('EPSG:4862')
        uri = 'Point?crs={}'.format(crs.authid())
        super(SensorPixelDataMemoryLayer, self).__init__(uri, 'Pixels_sensor_' + sensor.name(), 'memory', False)
        self.mSensor = sensor

        #initialize fields
        assert self.startEditing()
        # standard field names, types, etc.
        fieldDefs = [('pxid', QVariant.String, 'integer'),
                     ('date', QVariant.String, 'char'),
                     ('doy', QVariant.Int, 'integer'),
                     ('geo_x', QVariant.Double, 'decimal'),
                     ('geo_y', QVariant.Double, 'decimal'),
                     ('px_x', QVariant.Int, 'integer'),
                     ('px_y', QVariant.Int, 'integer'),
                     ]
        # one field for each band
        for b in range(sensor.nb):
            fName = 'b{}'.format(b + 1)
            fieldDefs.append((fName, QVariant.Double, 'decimal'))

        # initialize fields
        for fieldDef in fieldDefs:
            field = QgsField(fieldDef[0], fieldDef[1], fieldDef[2])
            self.addAttribute(field)
        self.commitChanges()

    def sensor(self):
        return self.mSensor

    def nPixels(self):
        raise NotImplementedError()

    def dates(self):
        raise NotImplementedError()


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class TemporalProfileCollectionListModel(QAbstractListModel):


    def __init__(self, temporalProfileCollection, *args, **kwds):

        super(TemporalProfileCollectionListModel, self).__init__(*args, **kwds)
        assert isinstance(temporalProfileCollection, TemporalProfileCollection)

        self.mTPColl = temporalProfileCollection
        self.mTPColl.rowsAboutToBeInserted.connect(self.rowsAboutToBeInserted)
        self.mTPColl.rowsInserted.connect(self.rowsInserted.emit)
        self.mTPColl.rowsAboutToBeRemoved.connect(self.rowsAboutToBeRemoved)
        self.mTPColl.rowsRemoved.connect(self.rowsRemoved.emit)
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    def idx2tp(self, *args, **kwds):
        return self.mTPColl.idx2tp(*args, **kwds)

    def tp2idx(self, *args, **kwds):
        return self.mTPColl.tp2idx(*args, **kwds)

    def flags(self, index):
        if index.isValid():
            flags = Qt.ItemIsEnabled | Qt.ItemIsSelectable
            return flags
            #return item.qt_flags(index.column())
        return Qt.NoItemFlags

    def rowCount(self, *args, **kwds):
        return self.mTPColl.rowCount(*args, **kwds)


    def data(self, index, role=Qt.DisplayRole):
        if role is None or not index.isValid():
            return None

        TP = self.mTPColl.data(index, role=Qt.UserRole)
        value = None
        if isinstance(TP, TemporalProfile):
            if role == Qt.DisplayRole:
                value = '{}'.format(TP.name())
            elif role == Qt.ToolTipRole:
                value = '#{} "{}" {}'.format(TP.mID, TP.name(), TP.mCoordinate)
            elif role == Qt.UserRole:
                value = TP

        return value

class TemporalProfileCollection(QAbstractTableModel):
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    A collection to store the TemporalProfile data delivered by a PixelLoader
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    #sigSensorAdded = pyqtSignal(SensorInstrument)
    #sigSensorRemoved = pyqtSignal(SensorInstrument)
    #sigPixelAdded = pyqtSignal()
    #sigPixelRemoved = pyqtSignal()
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    def __init__(self, ):
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        super(TemporalProfileCollection, self).__init__()
        #self.sensorPxLayers = dict()
        #self.memLyrCrs = QgsCoordinateReferenceSystem('EPSG:4326')
        self.newDataFlag = False

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        self.mcnID = 'id'
        self.mcnCoordinate = 'Coordinate'
        self.mcnLoaded = 'Loading'
        self.mcnName = 'Name'
        self.mColumNames = [self.mcnName, self.mcnLoaded, self.mcnCoordinate]

        crs = QgsCoordinateReferenceSystem('EPSG:4862')
        uri = 'Point?crs={}'.format(crs.authid())

        self.TS = None
        self.mLocations = QgsVectorLayer(uri, 'LOCATIONS', 'memory', False)
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        self.mTemporalProfiles = []
        self.mTPLookupSpatialPoint = {}
        self.mTPLookupID = {}
        self.mCurrentTPID = 0
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        self.mMaxProfiles = 10

        self.nextID = 0

    def __len__(self):
        return len(self.mTemporalProfiles)
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    def __iter__(self):
        return iter(self.mTemporalProfiles)
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    def __getitem__(self, slice):
        return self.mTemporalProfiles[slice]
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    def __contains__(self, item):
        return item in self.mTemporalProfiles

    def rowCount(self, parent=None, *args, **kwargs):
        return len(self.mTemporalProfiles)

    def columnCount(self, QModelIndex_parent=None, *args, **kwargs):
        return len(self.mColumNames)

    def idx2tp(self, index):
        if index.isValid():
            return self.mTemporalProfiles[index.row()]
        return None

    def tp2idx(self, temporalProfile):
        assert isinstance(temporalProfile, TemporalProfile)
        idx = self.createIndex(None, -1, 0)
        if temporalProfile in self.mTemporalProfiles:
            idx.setRow(self.mTemporalProfiles.index(temporalProfile))
        return idx

    def data(self, index, role = Qt.DisplayRole):
        if role is None or not index.isValid():
            return None

        value = None
        columnName = self.mColumNames[index.column()]
        TP = self.idx2tp(index)
        if not isinstance(TP, TemporalProfile):
            return None
        #self.mColumNames = ['id','coordinate','loaded']
        if role == Qt.DisplayRole:
            if columnName == self.mcnID:
                value = TP.mID
            elif columnName == self.mcnName:
                value = TP.name()
            elif columnName == self.mcnCoordinate:
                value = '{}'.format(TP.mCoordinate)
            elif columnName == self.mcnLoaded:
                nIs, nMax = TP.loadingStatus()
                if nMax > 0:
                    value = '{}/{} ({:0.2f} %)'.format(nIs, nMax, float(nIs) / nMax * 100)
        elif role == Qt.EditRole:
            if columnName == self.mcnName:
                value = TP.name()
        elif role == Qt.ToolTipRole:
            if columnName == self.mcnID:
                value = 'ID Temporal Profile'
            elif columnName == self.mcnName:
                value = TP.name()
            elif columnName == self.mcnCoordinate:
                value = '{}'.format(TP.mCoordinate)
            elif columnName == self.mcnLoaded:
                nIs, nMax = TP.loadingStatus()
                value = '{}'.format(TP.mCoordinate)
        elif role == Qt.UserRole:
            value = TP

        return value

    def flags(self, index):
        if index.isValid():
            flags = Qt.ItemIsEnabled | Qt.ItemIsSelectable

            cName = self.mColumNames[index.column()]
            if cName == self.mcnName:
                flags = flags | Qt.ItemIsEditable

            return flags
            #return item.qt_flags(index.column())
        return None


    def setData(self, index, value, role=None):
        if role is None or not index.isValid():
            return None

        cName = self.mColumNames[index.column()]
        TP = self.idx2tp(index)
        if isinstance(TP, TemporalProfile):
            if role == Qt.EditRole and cName == self.mcnName:
                if len(value) == 0: #do not accept empty strings
                    return False
                else:
                    TP.setName(value)
                return True

        return False

    def headerData(self, col, orientation, role):
        if Qt is None:
            return None
        if role == Qt.DisplayRole:
            if orientation == Qt.Horizontal:
                return self.mColumNames[col]
            elif orientation == Qt.Vertical:
                return col
        return None

    def insertTemporalProfiles(self, temporalProfiles, i=None):
        if isinstance(temporalProfiles, TemporalProfile):
            temporalProfiles = [temporalProfiles]

        assert isinstance(temporalProfiles, list)
        for temporalProfile in temporalProfiles:
            assert isinstance(temporalProfile, TemporalProfile)

        if i is None:
            i = len(self.mTemporalProfiles)

        self.beginInsertRows(QModelIndex(), i, i + len(temporalProfiles) - 1)
        for temporalProfile in temporalProfiles:
            assert isinstance(temporalProfile, TemporalProfile)
            id = self.nextID
            self.nextID += 1
            temporalProfile.mID = id
            self.mTemporalProfiles.insert(i, temporalProfile)
            self.mTPLookupID[id] = temporalProfile
            self.mTPLookupSpatialPoint[temporalProfile.mCoordinate] = temporalProfile
            i += 1
        self.endInsertRows()

    def temporalProfileFromGeometry(self, geometry):
        if geometry in self.mTPLookupSpatialPoint.keys():
            return self.mTPLookupSpatialPoint[geometry]
        else:
            return None

    def temporalProfileFromID(self, id):
        if id in self.mTPLookupID.keys():
            return self.mTPLookupID[id]
        else:
            return None

    def id(self, temporalProfile):
        """
        Returns the id of an TemporalProfile
        :param temporalProfile: TemporalProfile
        :return: id or None, inf temporalProfile is not part of this collections
        """

        for k, tp in self.mTPLookupID.items():
            if tp == temporalProfile:
                return k
        return None

    def fromID(self, id):
        if self.mTPLookupID.has_key(id):
            return self.mTPLookupID[id]
        else:
            return None

    def fromSpatialPoint(self, spatialPoint):
        if self.mTPLookupSpatialPoint.has_key(spatialPoint):
            return self.mTPLookupSpatialPoint[spatialPoint]
        else:
            return None

    def removeTemporalProfiles(self, temporalProfiles):
        """
        Removes temporal profiles from this collection
        :param temporalProfile: TemporalProfile
        """

        if isinstance(temporalProfiles, TemporalProfile):
            temporalProfiles = [temporalProfiles]
        assert isinstance(temporalProfiles, list)

        for temporalProfile in temporalProfiles:
            assert isinstance(p, TemporalProfile)
            if temporalProfile in self.mTemporalProfiles:

                idx = self.tp2idx(temporalProfile)
                row = idx.row()
                self.beginRemoveRows(QModelIndex(), row, row)
                self.mTemporalProfiles.remove(temporalProfile)
                self.mTPLookupSpatialPoint.__delitem__(temporalProfile)
                self.mTPLookupID.__delitem__(temporalProfile)
                self.endRemoveRows()
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    def connectTimeSeries(self, timeSeries):
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        if isinstance(timeSeries, TimeSeries):
            self.TS = timeSeries
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            #for sensor in self.TS.Sensors:
            #    self.addSensor(sensor)
            #self.TS.sigSensorAdded.connect(self.addSensor)
            #self.TS.sigSensorRemoved.connect(self.removeSensor)
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        else:
            self.TS = None

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    def setMaxProfiles(self, n):
        """
        Sets the maximum number of temporal profiles to be stored in this container.
        :param n: number of profiles, must be >= 1
        """
        assert n >= 1
        self.mMaxProfiles = n

        self.prune()

    def prune(self):
        """
        Reduces the number of temporal profile to the value n defined with .setMaxProfiles(n)
        :return: [list-of-removed-TemporalProfiles]
        """
    def getFieldDefn(self, name, values):
        if isinstance(values, np.ndarray):
            # add bands
            if values.dtype in [np.int8, np.int16, np.int32, np.int64,
                                np.uint8, np.uint16, np.uint32, np.uint64]:
                fType = QVariant.Int
                fTypeName = 'integer'
            elif values.dtype in [np.float16, np.float32, np.float64]:
                fType = QVariant.Double
                fTypeName = 'decimal'
        else:
            raise NotImplementedError()

        return QgsField(name, fType, fTypeName)

    def setFeatureAttribute(self, feature, name, value):
        assert isinstance(feature, QgsFeature)
        assert isinstance(name, str)
        i = feature.fieldNameIndex(name)
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        assert i >= 0, 'Field "{}" does not exist'.format(name)
        field = feature.fields()[i]
        if field.isNumeric():
            if field.type() == QVariant.Int:
                value = int(value)
            elif field.type() == QVariant.Double:
                value = float(value)
            else:
                raise NotImplementedError()
        feature.setAttribute(i, value)

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    def sort(self, col, order):
        if self.rowCount() == 0:
            return
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        self.layoutAboutToBeChanged.emit()
        colName = self.mColumNames[col]
        r = order != Qt.AscendingOrder
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        if colName == self.mcnName:
            self.items.sort(key = lambda TP:TP.name(), reverse=r)
        elif colName == self.mcnCoordinate:
            self.items.sort(key=lambda TP: str(TP.mCoordinate), reverse=r)
        elif colName == self.mcnID:
            self.items.sort(key=lambda TP: TP.mID, reverse=r)
        elif colName == self.mcnLoaded:
            self.items.sort(key=lambda TP: TP.loadingStatus(), reverse=r)
        self.layoutChanged.emit()
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    def addPixelLoaderResult(self, d):
        assert isinstance(d, PixelLoaderTask)
        if d.success():
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            for i, TPid in enumerate(d.temporalProfileIDs):
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                TP = self.temporalProfileFromID(TPid)
                tsd = self.TS.getTSD(d.sourcePath)
                assert isinstance(tsd, TimeSeriesDatum)
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                if isinstance(TP, TemporalProfile):
                    profileData = d.resProfiles[i]
                    if not isinstance(profileData, tuple):
                        s = ""
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                    vMean, vStd = profileData
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                    values = {}
                    validValues = not isinstance(vMean, str)
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                    #1. add the pixel values per returned band
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                    for iBand, bandIndex in enumerate(d.bandIndices):
                        key = 'b{}'.format(bandIndex + 1)
                        values[key] = vMean[iBand] if validValues else None
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                        key = 'std{}'.format(bandIndex + 1)
                        values[key] = vStd[iBand] if validValues else None
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                    #indicesY, indicesX = d.imagePixelIndices()
                    #values['px_x'] = indicesX
                    #values['px_y'] = indicesY
                    TP.updateData(tsd, values)
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        #todo: remove TS Profiles
        #self.mTemporalProfiles.clear()
        #self.sensorPxLayers.clear()
        pass
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class TemporalProfilePlotStyle(PlotStyle):
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    sigUpdated = pyqtSignal()
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    def __init__(self, temporalProfile):
        super(TemporalProfilePlotStyle, self).__init__()
        assert isinstance(temporalProfile, TemporalProfile)
        self.mSensor = None
        self.mTP = temporalProfile
        self.mExpression = u'"b1"'
        self.mPlotItems = []
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        if isinstance(temporalProfile, TemporalProfile):
            self.setTemporalProfile(temporalProfile)
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    def createPlotItem(self, plotWidget):
        pdi = TemporalProfilePlotDataItem(self)
        self.mPlotItems.append(pdi)
        return pdi
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    def temporalProfile(self):
        return self.mTP
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    def setTemporalProfile(self, temporalPofile):
        assert isinstance(temporalPofile, TemporalProfile)
        b = temporalPofile != self.mTP
        self.mTP = temporalPofile
        if b: self.sigUpdated.emit()
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    def setSensor(self, sensor):
        assert isinstance(sensor, SensorInstrument)
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        b = sensor != self.mSensor
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        if b: self.sigUpdated.emit()

    def sensor(self):
        return self.mSensor


    def setExpression(self, exp):
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        assert isinstance(exp, unicode)
        b = self.mExpression != exp
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        if b: self.sigUpdated.emit()

    def expression(self):
        return self.mExpression

    def __reduce_ex__(self, protocol):
        return self.__class__, (), self.__getstate__()

    def __getstate__(self):
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        result = super(TemporalProfilePlotStyle, self).__getstate__()
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        del result['mTP']
class DateTimeViewBox(pg.ViewBox):
    """
    Subclass of ViewBox
    """
    sigMoveToDate = pyqtSignal(np.datetime64)
    def __init__(self, parent=None):
        """
        Constructor of the CustomViewBox
        """
        super(DateTimeViewBox, self).__init__(parent)
        #self.menu = None # Override pyqtgraph ViewBoxMenu
        #self.menu = self.getMenu() # Create the menu
        #self.menu = None

    def raiseContextMenu(self, ev):

        pt = self.mapDeviceToView(ev.pos())
        print(pt.x(), pt.y())
        date = num2date(pt.x())
        menu = QMenu(None)
        a = menu.addAction('Move to {}'.format(date))
        a.setData(date)
        a.triggered.connect(lambda : self.sigMoveToDate.emit(date))
        self.scene().addParentContextMenus(self, menu, ev)
        menu.exec_(ev.screenPos().toPoint())




class DateTimePlotWidget(pg.PlotWidget):
    """
    Subclass of PlotWidget
    """
    def __init__(self, parent=None):
        """
        Constructor of the widget
        """
        super(DateTimePlotWidget, self).__init__(parent, viewBox=DateTimeViewBox())
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        self.plotItem = pg.PlotItem(
            #axisItems={'bottom':DateTimeAxis(orientation='bottom')},
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            viewBox=DateTimeViewBox()
        )
        self.setCentralItem(self.plotItem)

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class PlotSettingsModel(QAbstractTableModel):

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    #sigSensorAdded = pyqtSignal(SensorPlotSettings)
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    sigVisibilityChanged = pyqtSignal(TemporalProfilePlotStyle)
    sigDataChanged = pyqtSignal(TemporalProfilePlotStyle)

    regBandKey = re.compile("(?<!\w)b\d+(?!\w)", re.IGNORECASE)
    regBandKeyExact = re.compile('^' + regBandKey.pattern + '$', re.IGNORECASE)
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    def __init__(self, temporalProfileCollection, plotWidget, parent=None, *args):

        #assert isinstance(tableView, QTableView)

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        super(PlotSettingsModel, self).__init__(parent=parent)
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        assert isinstance(temporalProfileCollection, TemporalProfileCollection)

        self.cnID = 'ID'
        self.cnSensor = 'sensor'
        self.cnExpression = 'y-value'
        self.cnStyle = 'style'
        self.cnTemporalProfile = 'px'
        self.columNames = [self.cnTemporalProfile, self.cnSensor, self.cnStyle, self.cnExpression]

        self.mPlotSettings = []
        self.mPlotDataItems = []
        #assert isinstance(plotWidget, DateTimePlotWidget)
        self.mPlotWidget = plotWidget
        self.sortColumnIndex = 0
        self.sortOrder = Qt.AscendingOrder
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        self.tpCollection = temporalProfileCollection
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        assert isinstance(self.tpCollection.TS, TimeSeries)
        #self.tpCollection.TS.sigSensorAdded.connect(self.addPlotItem)
        #self.tpCollection.TS.sigSensorRemoved.connect(self.removeSensor)

        self.sort(0, Qt.AscendingOrder)
        self.dataChanged.connect(self.signaler)

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    def __len__(self):
        return len(self.mPlotSettings)
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    def __iter__(self):
        return iter(self.mPlotSettings)
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    def __getitem__(self, slice):
        return self.mPlotSettings[slice]
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    def __contains__(self, item):
        return item in self.mPlotSettings
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    def testSlot(self, *args):
        print(('TESTSLOT', args))
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    def columnIndex(self, name):
        return self.columNames.index(name)
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    def signaler(self, idxUL, idxLR):
        if idxUL.isValid():
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            plotStyle = self.idx2plotStyle(idxUL)
            cname = self.columNames[idxUL.column()]
            if cname in [self.cnSensor,self.cnStyle]:
                self.sigVisibilityChanged.emit(plotStyle)
            if cname in [self.cnExpression]:
                self.sigDataChanged.emit(plotStyle)
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    def requiredBandsIndices(self, sensor):
        """
        Returns the band indices required to calculate the values for
        the different PlotStyle expressions making use of sensor
        :param sensor: SensorInstrument for which the band indices are to be returned.
        :return: [list-of-band-indices]
        """
        bandIndices = set()
        assert isinstance(sensor, SensorInstrument)
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        for p in [p for p in self.mPlotSettings if p.sensor() == sensor]:
            assert isinstance(p, TemporalProfilePlotStyle)
            expression = p.expression()
            #remove leading & tailing "
            bandKeys = PlotSettingsModel.regBandKey.findall(expression)
            for bandIndex in [bandKey2bandIndex(key) for key in bandKeys]:
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                bandIndices.add(bandIndex)
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        return bandIndices
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    def insertPlotStyles(self, plotStyles, i=None):
        """
        Inserts PlotStyle
        :param plotStyles: TemporalProfilePlotStyle | [list-of-TemporalProfilePlotStyle]
        :param i: index to insert, defaults to the last list position
        """
        if isinstance(plotStyles, TemporalProfilePlotStyle):
            plotStyles = [plotStyles]
        assert isinstance(plotStyles, list)
        for plotStyle in plotStyles:
            assert isinstance(plotStyle, TemporalProfilePlotStyle)
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        if i is None:
            i = len(self.mPlotSettings)
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        self.beginInsertRows(QModelIndex(), i, i + len(plotStyles)-1)
        for j, plotStyle in enumerate(plotStyles):
            assert isinstance(plotStyle, TemporalProfilePlotStyle)
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            self.mPlotSettings.insert(i+j, plotStyle)
        self.endInsertRows()
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    def removePlotStyles(self, plotStyles):
        """
        Removes PlotStyle instances
        :param plotStyles: TemporalProfilePlotStyle | [list-of-TemporalProfilePlotStyle]
        """
        if isinstance(plotStyles, PlotStyle):
            plotStyles = [plotStyles]
        assert isinstance(plotStyles, list)
        for plotStyle in plotStyles:
            assert isinstance(plotStyle, PlotStyle)
            if plotStyle in self.mPlotSettings:
                idx = self.plotStyle2idx(plotStyle)
                self.beginRemoveRows(QModelIndex(), idx.row(),idx.row())
                self.mPlotSettings.remove(plotStyle)
                self.endRemoveRows()

    def sort(self, col, order):
        if self.rowCount() == 0:
            return


        colName = self.columnames[col]
        r = order != Qt.AscendingOrder

        #self.beginMoveRows(idxSrc,

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        if colName == self.cnSensor:
            self.mPlotSettings.sort(key = lambda sv:sv.sensor().name(), reverse=r)
        elif colName == self.cnExpression:
            self.mPlotSettings.sort(key=lambda sv: sv.expression(), reverse=r)
        elif colName == self.cnStyle:
            self.mPlotSettings.sort(key=lambda sv: sv.color, reverse=r)
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    def rowCount(self, parent = QModelIndex()):
        return len(self.mPlotSettings)
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    def removeRows(self, row, count , parent = QModelIndex()):
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        self.beginRemoveRows(parent, row, row + count-1)
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        toRemove = self.mPlotSettings[row:row + count]
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            self.mPlotSettings.remove(tsd)

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    def plotStyle2idx(self, plotStyle):
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        assert isinstance(plotStyle, TemporalProfilePlotStyle)
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        if plotStyle in self.mPlotSettings:
            i = self.mPlotSettings.index(plotStyle)
            return self.createIndex(i, 0)
        else:
            return QModelIndex()

    def idx2plotStyle(self, index):

        if index.isValid() and index.row() < self.rowCount():
            return self.mPlotSettings[index.row()]

        return None

    def columnCount(self, parent = QModelIndex()):
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        return len(self.columNames)

    def data(self, index, role = Qt.DisplayRole):
        if role is None or not index.isValid():
            return None

        value = None
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        columnName = self.columNames[index.column()]
        plotStyle = self.idx2plotStyle(index)
        if isinstance(plotStyle, TemporalProfilePlotStyle):
            sensor = plotStyle.sensor()
            #print(('data', columnName, role))
            if role == Qt.DisplayRole:
                if columnName == self.cnSensor:
                    if isinstance(sensor, SensorInstrument):
                        value = sensor.name()
                    else:
                        value = '<Select Sensor>'
                elif columnName == self.cnExpression:
                    value = plotStyle.expression()
                elif columnName == self.cnTemporalProfile:
                    value = plotStyle.temporalProfile().name()

            #elif role == Qt.DecorationRole:
            #    if columnName == self.cnStyle:
            #        value = plotStyle.createIcon(QSize(96,96))

            elif role == Qt.CheckStateRole:
                if columnName == self.cnTemporalProfile:
                    value = Qt.Checked if plotStyle.isVisible() else Qt.Unchecked



            elif role == Qt.UserRole:
                value = plotStyle
                if columnName == self.cnSensor:
                    value = plotStyle.sensor()
                elif columnName == self.cnExpression:
                    value = plotStyle.expression()
                elif columnName == self.cnStyle:
                    value = plotStyle
                elif columnName == self.cnTemporalProfile:
                    value == plotStyle.temporalProfile()
                else:
                    value = plotStyle
        #print(('get data',value))
        return value

    def setData(self, index, value, role=None):
        if role is None or not index.isValid():
            return False
        #print(('Set data', index.row(), index.column(), value, role))
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        columnName = self.columNames[index.column()]
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        result = False
        plotStyle = self.idx2plotStyle(index)
        if isinstance(plotStyle, TemporalProfilePlotStyle):
            if role in [Qt.DisplayRole, Qt.EditRole]:
                if columnName == self.cnExpression:
                    plotStyle.setExpression(value)
                    result = True
                elif columnName == self.cnStyle:
                    if isinstance(value, PlotStyle):
                        plotStyle.plotStyle.copyFrom(value)
                        result = True

            if role == Qt.CheckStateRole:
                if columnName == self.cnTemporalProfile:
                    plotStyle.setVisibility(value == Qt.Checked)
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            if role == Qt.EditRole:
                if columnName == self.cnExpression:
                    plotStyle.setExpression(value)
                    result = True
                elif columnName == self.cnStyle:
                    plotStyle.copyFrom(value)
                    result = True
                elif columnName == self.cnSensor:
                    plotStyle.setSensor(value)
                    result = True
                elif columnName == self.cnTemporalProfile:
                    plotStyle.setTemporalProfile(value)
                    result = True
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            self.savePlotSettings(plotStyle, index='DEFAULT')
            self.dataChanged.emit(index, index)

        return result

    def savePlotSettings(self, sensorPlotSettings, index='DEFAULT'):
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        return
        #todo
        assert isinstance(sensorPlotSettings, TemporalProfilePlotStyle)
        #todo: avoid dumps
        id = 'SPS.{}.{}'.format(index, sensorPlotSettings.sensor().id())
        d = pickle.dumps(sensorPlotSettings)
        SETTINGS.setValue(id, d)

    def restorePlotSettings(self, sensor, index='DEFAULT'):
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        return None

        #todo
        assert isinstance(sensor, SensorInstrument)
        id = 'SPS.{}.{}'.format(index, sensor.id())
        sensorPlotSettings = SETTINGS.value(id)
        if sensorPlotSettings is not None:
            try:
                sensorPlotSettings = pickle.loads(sensorPlotSettings)
                s = ""
            except:
                sensorPlotSettings = None
                pass
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        if isinstance(sensorPlotSettings, TemporalProfilePlotStyle):
            return sensorPlotSettings
    def flags(self, index):
        if index.isValid():
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            columnName = self.columNames[index.column()]
            flags = Qt.ItemIsEnabled | Qt.ItemIsSelectable
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            if columnName in [self.cnTemporalProfile]:
                flags = flags | Qt.ItemIsUserCheckable
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            if columnName in [self.cnTemporalProfile, self.cnSensor, self.cnExpression, self.cnStyle]: #allow check state
                flags = flags | Qt.ItemIsEditable
            return flags
            #return item.qt_flags(index.column())
        return Qt.NoItemFlags

    def headerData(self, col, orientation, role):
        if Qt is None:
            return None
        if orientation == Qt.Horizontal and role == Qt.DisplayRole:
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            return self.columNames[col]
        elif orientation == Qt.Vertical and role == Qt.DisplayRole:
            return col
        return None



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class ProfileViewDockUI(QgsDockWidget, loadUI('profileviewdock.ui')):
    def __init__(self, parent=None):
        super(ProfileViewDockUI, self).__init__(parent)
        self.setupUi(self)
        from timeseriesviewer import OPENGL_AVAILABLE, SETTINGS
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        #self.line.setVisible(False)
        #self.listWidget.setVisible(False)
        self.stackedWidget.setCurrentWidget(self.page2D)

        if OPENGL_AVAILABLE:
            l = self.page3D.layout()
            l.removeWidget(self.labelDummy3D)
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            self.labelDummy3D.setVisible(False)
            from pyqtgraph.opengl import GLViewWidget
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            self.plotWidget3D = GLViewWidget(parent=self.page3D)
            l.addWidget(self.plotWidget3D)
        else:
            self.plotWidget3D = None

        #pi = self.plotWidget2D.plotItem
        #ax = DateAxis(orientation='bottom', showValues=True)
        #pi.layout.addItem(ax, 3,2)

        self.baseTitle = self.windowTitle()
        self.TS = None
        self.progressBar.setMinimum(0)
        self.progressBar.setMaximum(100)
        self.progressBar.setValue(0)
        self.progressInfo.setText('')
        self.pxViewModel2D = None
        self.pxViewModel3D = None
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        self.tableView2DProfiles.horizontalHeader().setResizeMode(QHeaderView.ResizeToContents)
        self.tableView2DProfiles.setSortingEnabled(True)
        self.tableViewTemporalProfiles.horizontalHeader().setResizeMode(QHeaderView.ResizeToContents)
        self.tableViewTemporalProfiles.setSortingEnabled(True)

def date2num(d):
    d2 = d.astype(datetime.datetime)
    o = d2.toordinal()

    #assert d == num2date(o)

    return o
    n = int(np.round(n))
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    d = datetime.datetime.fromordinal(n)
    d = d.date()
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    return np.datetime64('{:04}-{:02}-{:02}'.format(d.year,d.month,d.day), 'D')

class TemporalProfile(QObject):

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    _mNextID = 0
    @staticmethod
    def nextID():
        n = TemporalProfile._mNextID
        TemporalProfile._mNextID += 1
        return n

    def __init__(self, timeSeries, spatialPoint):
        super(TemporalProfile, self).__init__()
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        assert isinstance(timeSeries, TimeSeries)
        assert isinstance(spatialPoint, SpatialPoint)

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        self.mTimeSeries = timeSeries
        self.mCoordinate = spatialPoint
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        self.mID = TemporalProfile.nextID()
        self.mData = {}
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        self.mUpdated = False
        self.mName = '#{}'.format(self.mID)

        self.mLoaded = self.mLoadedMax = 0
        self.initMetadata()
        self.updateLoadingStatus()

    def initMetadata(self):
        for tsd in self.mTimeSeries:
            assert isinstance(tsd, TimeSeriesDatum)
            meta = {'doy':tsd.doy,
                    'date':str(tsd.date)}
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            self.updateData(tsd, meta)
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    sigNameChanged = pyqtSignal(str)
    def setName(self, name):
        if name != self.mName:
            self.mName = name
            self.sigNameChanged.emit(self.mName)

    def name(self):
        return self.mName


    def plot(self):

        import pyqtgraph as pg

        for sensor in self.mTimeSeries.sensors():
            assert isinstance(sensor, SensorInstrument)

            plotStyle = TemporalProfilePlotStyle(self)
            plotStyle.setSensor(sensor)

            pi = TemporalProfilePlotDataItem(plotStyle)
            pi.setClickable(True)
            pw = pg.plot(title=self.name())
            pw.getPlotItem().addItem(pi)
            pi.setColor('green')
            pg.QAPP.exec_()

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    def updateData(self, tsd, values):
        assert isinstance(tsd, TimeSeriesDatum)
        assert isinstance(values, dict)

        if tsd not in self.mData.keys():
            self.mData[tsd] = {}

        self.mData[tsd].update(values)
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        self.updateLoadingStatus()
        self.mUpdated = True


    def qgsFieldFromKeyValue(self, key, value):
        t = type(value)
        if t in [int, float]:

            fLen  = 0
            fPrec = 0
            fComm = ''
            fType = ''
            f = QgsField(key, QVariant.Double, 'double', 40, 5)
        else:
            f = QgsField(key, QVariant.String, 'text', 40, 5)
        return f

    def dataFromExpression(self, sensor, expression, dateType='date'):
        assert dateType in ['date','doy']
        x = []
        y = []
        if not isinstance(expression, QgsExpression):
            expression = QgsExpression(expression)
        assert isinstance(expression, QgsExpression)

        fields = QgsFields()
        f = QgsFeature()
        for i, tsd in enumerate(sorted([tsd for tsd in self.mData.keys() if tsd.sensor == sensor])):
            assert isinstance(tsd, TimeSeriesDatum)
            data = self.mData[tsd]


            if i == 0:
                #initialize the fields
                for k in data.keys():
                    field = self.qgsFieldFromKeyValue(k, data[k])
                    fields.append(field)

                f.setFields(fields)

            for k, v in data.items():
                f.setAttribute(k,v)

            value = expression.evaluate(f)
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                if dateType == 'date':
                    x.append(date2num(tsd.date))
                elif dateType == 'doy':
                    x.append(tsd.doy)
                y.append(value)

        #return np.asarray(x), np.asarray(y)
        return x, y
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    def data(self, tsd):
        assert isinstance(tsd, TimeSeriesDatum)
        if self.hasData(tsd):
            return self.mData[tsd]
        else:
            return {}


    def loadingStatus(self):
        """
        Returns the loading status in terms of single pixel values.
        nLoaded = sum of single band values
        nLoadedMax = potential maximum of band values that might be loaded
        :return: (nLoaded, nLoadedMax)
        """
        return self.mLoaded, self.mLoadedMax

    def updateLoadingStatus(self):
        """
        Calculates and the loading status in terms of single pixel values.
        nMax is the sum of all bands over each TimeSeriesDatum and Sensors
        """

        self.mLoaded = self.mLoadedMax

        for tsd in self.mTimeSeries:
            assert isinstance(tsd, TimeSeriesDatum)
            self.mLoadedMax += tsd.sensor.nb
            if self.hasData(tsd):
                self.mLoaded += len([k for k in self.mData[tsd].keys() if k.startswith('b')])


    def hasData(self,tsd):
        assert isinstance(tsd, TimeSeriesDatum)
        return tsd in self.mData.keys()

    def __repr__(self):
        return 'TemporalProfile {}'.format(self.mCoordinate)



class SpectralTemporalVisualization(QObject):

    sigShowPixel = pyqtSignal(TimeSeriesDatum, QgsPoint, QgsCoordinateReferenceSystem)

    """
    Signalizes to move to specific date of interest
    """
    sigMoveToDate = pyqtSignal(np.datetime64)
        super(SpectralTemporalVisualization, self).__init__()
        #assert isinstance(timeSeries, TimeSeries)

        if not isinstance(ui, ProfileViewDockUI):
            print('UI : {}'.format(ui))

        assert isinstance(ui, ProfileViewDockUI), 'arg ui of type: {} {}'.format(type(ui), str(ui))
        if DEBUG:
            import timeseriesviewer.pixelloader
            timeseriesviewer.pixelloader.DEBUG = True

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        self.TS = None
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        self.pixelLoader = PixelLoader()
        self.pixelLoader.sigPixelLoaded.connect(self.onPixelLoaded)
        self.pixelLoader.sigLoadingStarted.connect(lambda: self.ui.progressInfo.setText('Start loading...'))
        self.plot_initialized = False
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        self.TV = ui.tableView2DProfiles
        self.TV.setSortingEnabled(False)
        self.plot2D = ui.plotWidget2D
        self.plot2D.plotItem.getViewBox().sigMoveToDate.connect(self.sigMoveToDate)
        self.plot3D = ui.plotWidget3D
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        self.tpCollection = TemporalProfileCollection()
        self.tpCollectionListModel = TemporalProfileCollectionListModel(self.tpCollection)

        self.ui.tableViewTemporalProfiles.setModel(self.tpCollection)

        self.ui.cbTemporalProfile3D.setModel(self.tpCollectionListModel)
        #self.pxCollection.sigPixelAdded.connect(self.requestUpdate)
        #self.pxCollection.sigPixelRemoved.connect(self.clear)
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        self.plotSettingsModel = None

        self.pixelLoader.sigLoadingStarted.connect(self.clear)
        self.pixelLoader.sigLoadingFinished.connect(lambda : self.plot2D.enableAutoRange('x', False))
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        # self.VIEW.setItemDelegateForColumn(3, PointStyleDelegate(self.VIEW))
        self.plotData2D = dict()
        self.plotData3D = dict()

        self.updateRequested = True
        self.updateTimer = QTimer(self)
        self.updateTimer.timeout.connect(self.updatePlot)
        self.updateTimer.start(5000)
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        self.sigMoveToDate.connect(self.onMoveToDate)

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        self.initActions()

    def createNewPlotStyle(self):
        l = len(self.tpCollection)
        if l > 0:
            TP = self.tpCollection[0]
            PS = TemporalProfilePlotStyle(TP)
            sensors = self.TS.Sensors.keys()
            if len(sensors) > 0:
                PS.setSensor(sensors[0])
            self.plotSettingsModel.insertPlotStyles([PS])
            pdi = PS.createPlotItem(self.plot2D)
            plotItem = self.plot2D.getPlotItem()
            assert isinstance(plotItem, pg.PlotItem)
            plotItem.addItem(pdi)
            plotItem.update()
            #plotItem.addDataItem(pdi)
            plotItem.plot().sigPlotChanged.emit(plotItem)
            self.updatePlot()


    def initActions(self):

        self.ui.btnAddView.setDefaultAction(self.ui.actionAddView)
        self.ui.btnRemoveView.setDefaultAction(self.ui.actionRemoveView)
        self.ui.btnRefresh2D.setDefaultAction(self.ui.actionRefresh)
        self.ui.btnRefresh3D.setDefaultAction(self.ui.actionRefresh)
        self.ui.actionRefresh.triggered.connect(self.updatePlot)
        self.ui.actionAddView.triggered.connect(self.createNewPlotStyle)
        #todo: self.ui.actionRemoveView.triggered.connect(self.plotSettingsModel.createPlotStyle)


    def setTimeSeries(self, TS):
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        assert isinstance(TS, TimeSeries)
        self.TS = TS

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        self.tpCollection.connectTimeSeries(self.TS)

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        self.plotSettingsModel = PlotSettingsModel(self.tpCollection, self.plot2D, parent=self)
        self.plotSettingsModel.sigVisibilityChanged.connect(self.setVisibility)
        self.plotSettingsModel.sigDataChanged.connect(self.requestUpdate)
        self.plotSettingsModel.rowsInserted.connect(self.onRowsInserted)
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        # self.plotSettingsModel.modelReset.connect(self.updatePersistantWidgets)
        self.TV.setModel(self.plotSettingsModel)
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        self.delegate = PlotSettingsWidgetDelegate(self.TV, self.TS, self.tpCollectionListModel)
        self.delegate.setItemDelegates(self.TV)
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    sigMoveToTSD = pyqtSignal(TimeSeriesDatum)
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    def onMoveToDate(self, date):
        dt = np.asarray([np.abs(tsd.date - date) for tsd in self.TS])
        i = np.argmin(dt)
        self.sigMoveToTSD.emit(self.TS[i])
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    def onPixelLoaded(self, nDone, nMax, d):
        self.ui.progressBar.setValue(nDone)
        self.ui.progressBar.setMaximum(nMax)

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        assert isinstance(d, PixelLoaderTask)
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        bn = os.path.basename(d.sourcePath)
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        if d.success():
            t = 'Last loaded from {}.'.format(bn)
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            self.tpCollection.addPixelLoaderResult(d)
            self.updateRequested = True
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        else:
            t = 'Failed loading from {}.'.format(bn)
            if d.info and d.info != '':
                t += '({})'.format(d.info)
        if DEBUG:
            print(t)
        # QgsApplication.processEvents()
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        self.ui.progressInfo.setText(t)

    def requestUpdate(self, *args):
        self.updateRequested = True
        #next time

    def updatePersistentWidgets(self):
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        if isinstance(model, PlotSettingsModel):
            colExpression = model.columnIndex(model.cnExpression)
            colStyle = model.columnIndex(model.cnStyle)

            for row in range(model.rowCount()):
                idxExpr = model.createIndex(row, colExpression)
                idxStyle = model.createIndex(row, colStyle)
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                #self.TV.openPersistentEditor(idxExpr)
                #self.TV.openPersistentEditor(idxStyle)

                #self.TV.openPersistentEditor(model.createIndex(start, colStyle))
            s = ""

    def onRowsInserted(self, parent, start, end):
        model = self.TV.model()
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        if isinstance(model, PlotSettingsModel):
            colExpression = model.columnIndex(model.cnExpression)
            colStyle = model.columnIndex(model.cnStyle)
            while start <= end:
                idxExpr = model.createIndex(start, colExpression)
                idxStyle = model.createIndex(start, colStyle)
                self.TV.openPersistentEditor(idxExpr)
                self.TV.openPersistentEditor(idxStyle)
                start += 1
                #self.TV.openPersistentEditor(model.createIndex(start, colStyle))
            s = ""

    def onObservationClicked(self, plotDataItem, points):
        for p in points:
            tsd = p.data()
            #print(tsd)

    def clear(self):
        #first remove from pixelCollection
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        self.tpCollection.prune()

        return

        self.plotData2D.clear()
        self.plotData3D.clear()
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        pi = self.plot2D.getPlotItem()
        plotItems = pi.listDataItems()
        for p in plotItems:
            p.clear()
            p.update()

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        if len(self.TS) > 0:
            rng = [self.TS[0].date, self.TS[-1].date]
            rng = [date2num(d) for d in rng]
            self.plot2D.getPlotItem().setRange(xRange=rng)
        #QApplication.processEvents()
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    def loadCoordinate(self, spatialPoints=None):
        """
        Loads a temporal profile for a single or multiple geometries.
        :param spatialPoints: SpatialPoint | [list-of-SpatialPoints]
        """
        if not isinstance(self.plotSettingsModel, PlotSettingsModel):
            return False

        if not self.pixelLoader.isReadyToLoad():
            return False
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        assert isinstance(self.TS, TimeSeries)

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        #Get or create the TimeSeriesProfiles which will store the loaded values

        tasks = []
        TPs = []
        theGeometries = []
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        # Define a which (new) bands need to be loaded for each sensor
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            LUT_bandIndices[sensor] = self.plotSettingsModel.requiredBandsIndices(sensor)


        #update new / existing points
        if isinstance(spatialPoints, SpatialPoint):
            spatialPoints = [spatialPoints]

        for spatialPoint in spatialPoints:
            assert isinstance(spatialPoint, SpatialPoint)
            TP = self.tpCollection.fromSpatialPoint(spatialPoint)
            if not isinstance(TP, TemporalProfile):
                TP = TemporalProfile(self.TS, spatialPoint)
                self.tpCollection.insertTemporalProfiles(TP)
            TPs.append(TP)
            theGeometries.append(TP.mCoordinate)

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        TP_ids = [TP.mID for TP in TPs]
        #each TSD is a Task
        #a Task defines which bands are to be loaded
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            #do not load from invisible TSDs
            if not tsd.isVisible():
                continue

            #which bands do we need to load?
            requiredIndices = set(LUT_bandIndices[tsd.sensor])
            if len(requiredIndices) == 0:
                continue
            else:
                s = ""

            missingIndices = set()
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            for TP in TPs:
                assert isinstance(TP, TemporalProfile)
                existingBandKeys = [k for k in TP.data(tsd).keys() if PlotSettingsModel.regBandKeyExact.search(k)]
                existingBandIndices = set([bandKey2bandIndex(k) for k in existingBandKeys])
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                need2load = requiredIndices.difference(existingBandIndices)
                missingIndices = missingIndices.union(need2load)
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            missingIndices = sorted(list(missingIndices))
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            if len(missingIndices) > 0:
                task = PixelLoaderTask(tsd.pathImg, theGeometries,
                                       bandIndices=missingIndices,
                                       temporalProfileIDs=TP_ids)
                tasks.append(task)
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        if len(tasks) > 0:
            aGoodDefault = 2 if len(self.TS) > 25 else 1

            self.pixelLoader.setNumberOfProcesses(SETTINGS.value('profileloader_threads', aGoodDefault))
            if DEBUG:
                print('Start loading for {} geometries from {} sources...'.format(
                    len(theGeometries), len(tasks)
                ))
            self.pixelLoader.startLoading(tasks)

        else:
            if DEBUG:
                print('Data for geometries already loaded')
    def setVisibility(self, sensorPlotStyle):
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        assert isinstance(sensorPlotStyle, TemporalProfilePlotStyle)
        self.setVisibility2D(sensorPlotStyle)
    def setVisibility2D(self, sensorPlotStyle):
    def addData(self, sensorView = None):

        if sensorView is None:
            for sv in self.plotSettingsModel.items:
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            assert isinstance(sensorView, TemporalProfilePlotStyle)
    @QtCore.pyqtSlot()
    def updatePlot(self):
        if isinstance(self.plotSettingsModel, PlotSettingsModel):
            if DEBUG:
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                print('Update plot...')
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            pi = self.plot2D.getPlotItem()
            piDataItems = pi.listDataItems()
            locations = set()
            for plotSetting in self.plotSettingsModel:
                assert isinstance(plotSetting, TemporalProfilePlotStyle)
                locations.add(plotSetting.temporalProfile().mCoordinate)
                for pdi in plotSetting.mPlotItems:
                    assert isinstance(pdi, TemporalProfilePlotDataItem)
                    pdi.updateStyle()
                    pdi.updateData()
                    assert pdi in piDataItems
                    pi.addItem(pdi)
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            #2. load pixel data
            self.loadCoordinate(list(locations))
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            # https://github.com/pyqtgraph/pyqtgraph/blob/5195d9dd6308caee87e043e859e7e553b9887453/examples/customPlot.py
            return
def examplePixelLoader():

    # prepare QGIS environment
    if sys.platform == 'darwin':
        PATH_QGS = r'/Applications/QGIS.app/Contents/MacOS'
        os.environ['GDAL_DATA'] = r'/usr/local/Cellar/gdal/1.11.3_1/share'
    else:
        # assume OSGeo4W startup
        PATH_QGS = os.environ['QGIS_PREFIX_PATH']
    assert os.path.exists(PATH_QGS)

    qgsApp = QgsApplication([], True)
    QApplication.addLibraryPath(r'/Applications/QGIS.app/Contents/PlugIns')
    QApplication.addLibraryPath(r'/Applications/QGIS.app/Contents/PlugIns/qgis')
    qgsApp.setPrefixPath(PATH_QGS, True)
    qgsApp.initQgis()


    gb = QGroupBox()
    gb.setTitle('Sandbox')

    PL = PixelLoader()
    PL.setNumberOfThreads(2)

    if False:
        files = ['observationcloud/testdata/2014-07-26_LC82270652014207LGN00_BOA.bsq',
                 'observationcloud/testdata/2014-08-03_LE72270652014215CUB00_BOA.bsq'
                 ]
    else:
        from timeseriesviewer.utils import file_search
        searchDir = r'H:\LandsatData\Landsat_NovoProgresso'
        files = file_search(searchDir, '*227065*band4.img', recursive=True)
        #files = files[0:3]

    lyr = QgsRasterLayer(files[0])
    coord = lyr.extent().center()
    crs = lyr.crs()

    l = QVBoxLayout()

    btnStart = QPushButton()
    btnStop = QPushButton()
    prog = QProgressBar()
    tboxResults = QPlainTextEdit()
    tboxResults.setMaximumHeight(300)
    tboxThreads = QPlainTextEdit()
    tboxThreads.setMaximumHeight(200)
    label = QLabel()
    label.setText('Progress')

    def showProgress(n,m,md):
        prog.setMinimum(0)
        prog.setMaximum(m)
        prog.setValue(n)

        info = []
        for k, v in md.items():
            info.append('{} = {}'.format(k,str(v)))
        tboxResults.setPlainText('\n'.join(info))
        #tboxThreads.setPlainText(PL.threadInfo())
        qgsApp.processEvents()

    PL.sigPixelLoaded.connect(showProgress)
    btnStart.setText('Start loading')
    btnStart.clicked.connect(lambda : PL.startLoading(files, coord, crs))
    btnStop.setText('Cancel')
    btnStop.clicked.connect(lambda: PL.cancelLoading())
    lh = QHBoxLayout()
    lh.addWidget(btnStart)
    lh.addWidget(btnStop)
    l.addLayout(lh)
    l.addWidget(prog)
    l.addWidget(tboxThreads)
    l.addWidget(tboxResults)

    gb.setLayout(l)
    gb.show()
    #rs.setBackgroundStyle('background: qlineargradient(x1:0, y1:0, x2:0, y2:1, stop:0 #222, stop:1 #333);')
    #rs.handle.setStyleSheet('background: qlineargradient(x1:0, y1:0, x2:0, y2:1, stop:0 #282, stop:1 #393);')
    qgsApp.exec_()
    qgsApp.exitQgis()

if __name__ == '__main__':
    import site, sys
    from timeseriesviewer import utils
    qgsApp = utils.initQgisApplication()
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    DEBUG = True
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    for date in ['2012-01-01', '2017-12-23']:
        dt1 = np.datetime64(date)

        n = date2num(dt1)
        dt2 = num2date(n)

        assert dt1 == dt2
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    ui = ProfileViewDockUI()
    ui.show()
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    if True:
        TS = TimeSeries()
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        STVis = SpectralTemporalVisualization(ui)
        STVis.setTimeSeries(TS)
        import example.Images
        from timeseriesviewer import file_search
        files = file_search(os.path.dirname(example.Images.__file__), '*.tif')
        TS.addFiles(files)
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        ext = TS.getMaxSpatialExtent()
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        cp1 = SpatialPoint(ext.crs(),ext.center())
        cpND = SpatialPoint(ext.crs(), 681151.214,-752388.476)
        #cp2 = SpatialPoint(ext.crs(), ext.center())
        #cp3 = SpatialPoint(ext.crs(), ext.center().x()+500, ext.center().y()+250)
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        STVis.loadCoordinate(cpND)
        #STVis.loadCoordinate(cp2)
        #STVis.loadCoordinate(cp3)
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        STVis.createNewPlotStyle()

        for tp in STVis.tpCollection:
            assert isinstance(tp, TemporalProfile)
            tp.plot()


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    qgsApp.exec_()
    qgsApp.exitQgis()