import skops
import traceback
import warnings
from math import nan, isnan
from os import remove, makedirs
from os.path import join, dirname, exists
from tempfile import gettempdir
from typing import Optional, List, Tuple, Dict

import numpy as np
import pyqtgraph as pg

from enmapbox.qgispluginsupport.qps.plotstyling.plotstyling import PlotStyle, MarkerSymbol
from enmapbox.qgispluginsupport.qps.utils import SpatialPoint
from enmapbox.typeguard import typechecked
from enmapbox.utils import importEarthEngine
from enmapboxprocessing.algorithm.createspectralindicesalgorithm import CreateSpectralIndicesAlgorithm
from geetimeseriesexplorerapp.geetimeseriesexplorerdockwidget import GeeTimeseriesExplorerDockWidget
from geetimeseriesexplorerapp.tasks.buildimagechipvrtstask import BuildImageChipVrtsTask
from geetimeseriesexplorerapp.tasks.downloadimagechiptask import DownloadImageChipTask, DownloadImageChipBandTask
from geetimeseriesexplorerapp.tasks.downloadprofiletask import DownloadProfileTask
from qgis.PyQt import QtGui
from qgis.PyQt import uic
from qgis.PyQt.QtCore import Qt, QDateTime, QDate, QModelIndex, QRectF, QStandardPaths, pyqtSignal, QCoreApplication
from qgis.PyQt.QtGui import QColor, QPen, QBrush, QIcon, QPixmap
from qgis.PyQt.QtWidgets import QDockWidget
from qgis.PyQt.QtWidgets import (QToolButton, QListWidget, QApplication, QSpinBox,
                                 QColorDialog, QComboBox, QCheckBox, QLineEdit,
                                 QFileDialog, QListWidgetItem, QSlider, QTableWidget, QProgressBar,
                                 QTableWidgetItem, QMessageBox)
from qgis.core import (
    QgsProject, QgsCoordinateReferenceSystem, QgsPointXY, QgsCoordinateTransform, QgsGeometry, QgsFeature,
    QgsVectorLayer, QgsMapLayerProxyModel, QgsFields, QgsApplication
)
from qgis.gui import (
    QgsFeaturePickerWidget, QgsMapLayerComboBox, QgsFieldComboBox, QgsMessageBar, QgsColorButton,
    QgsFileWidget, QgsCheckableComboBox, QgsMapMouseEvent
)


@typechecked
class GeeTemporalProfileDockWidget(QDockWidget):
    mMessageBar: QgsMessageBar
    mIdentify: QToolButton
    mLocation: QLineEdit
    mPan: QToolButton
    mRefresh: QToolButton
    mShowImageLine: QToolButton
    mShowCompositeBox: QToolButton
    mLiveStretch: QCheckBox
    mLiveUpdate: QCheckBox
    mStretchAndUpdateLayer: QToolButton

    mGraphicsLayoutWidget: pg.GraphicsLayoutWidget
    mFirst: QToolButton
    mPrevious: QToolButton
    mNext: QToolButton
    mLast: QToolButton
    mStepValue: QSpinBox
    mStepUnits: QComboBox
    mExplodeLayers: QToolButton
    mProgressBar: QProgressBar
    mCancelTaskManager: QToolButton

    # legend
    mLegend: QListWidget

    # symbology
    mShowLegend: QCheckBox

    mShowLines: QCheckBox
    mLineSize: QSpinBox

    mShowPoints: QCheckBox
    mPointSize: QSpinBox

    mShowInfo: QCheckBox
    mShowId: QCheckBox
    mShowDateTime: QCheckBox
    mSkipNan: QCheckBox
    mInfoFormat: QComboBox
    mInfoDigits: QSpinBox

    mShowImageSelection: QCheckBox
    mImageSelectionColor: QgsColorButton
    mImageSelectionOpacity: QSlider
    mImageSelectionSize: QSpinBox

    # analytics
    mShowFittedLine: QCheckBox
    mFittedLineSize: QSpinBox
    mUseFittedLineColor: QCheckBox
    mFittedLineColor: QgsColorButton
    mSvrParameters: QTableWidget
    mLiveUpdateFittedLine: QCheckBox
    mUpdateFittedLine: QToolButton

    # location browser
    mLayer: QgsMapLayerComboBox
    mField: QgsFieldComboBox
    mFeaturePicker: QgsFeaturePickerWidget
    mImageChipBands: QgsCheckableComboBox
    mDownloadFolder: QgsFileWidget
    mDownloadChips: QToolButton
    mDownloadProfiles: QToolButton
    mBuildChipVrts: QToolButton

    # profile data
    mData: QTableWidget
    mCopyData: QToolButton

    sigCurrentLocationChanged = pyqtSignal()
    sigDataChanged = pyqtSignal()

    def __init__(self, mainDock: GeeTimeseriesExplorerDockWidget, parent=None):
        super().__init__(parent)
        uic.loadUi(__file__.replace('.py', '.ui'), self)

        self.mainDock = mainDock
        self.legendItemTemplate: QListWidgetItem = self.mLegend.item(0).clone()
        self.cache = dict()
        self.refs = list()  # keep refs to prevent crashes

        # task manager
        # self.taskManager = QgsTaskManager()  # using this manager gives me crashes, when connected to a progress bar
        self.taskManager = QgsApplication.taskManager()
        self.taskManager.taskAdded.connect(self.mProgressBarFrame.show)
        self.taskManager.allTasksFinished.connect(self.mProgressBarFrame.hide)
        self.mCancelTaskManager.clicked.connect(self.taskManager.cancelAll)
        self.mProgressBarFrame.hide()

        # location
        self.mLocation.textChanged.connect(self.sigCurrentLocationChanged)

        # plot
        self.mInfoLabelItem = pg.LabelItem(justify='right')
        self.mGraphicsLayoutWidget.addItem(self.mInfoLabelItem)
        self.mPlotWidget: pg.PlotItem = self.mGraphicsLayoutWidget.addPlot(row=1, col=0)
        self.mPlotWidget.showGrid(x=True, y=True, alpha=0.5)
        self.mPlotWidget.addLegend()
        self.mPlotWidget.legend.setOffset((0.3, 0.3))
        self.mPlotWidgetMouseMovedSignalProxy = pg.SignalProxy(
            self.mPlotWidget.scene().sigMouseMoved, rateLimit=60, slot=self.onPlotWidgetMouseMoved
        )
        self.mPlotWidgetMouseClickedSignalProxy = pg.SignalProxy(
            self.mPlotWidget.scene().sigMouseClicked, rateLimit=60, slot=self.onPlotWidgetMouseClicked
        )
        self.plotItems = list()
        self.data = None

        # - add info line
        self.infoLabelLine = pg.InfiniteLine(angle=90, movable=False, pen=pg.mkPen(color='#FF09', style=Qt.DashLine))
        self.mPlotWidget.addItem(self.infoLabelLine, ignoreBounds=True)

        # - add composite selection box
        pen = pg.mkPen(color='#FF0', style=Qt.SolidLine)
        brush = pg.mkBrush(color='#00F5')
        self.compositeBox = pg.LinearRegionItem(values=[nan, nan], pen=pen, brush=brush)
        self.mPlotWidget.addItem(self.compositeBox, ignoreBounds=True)
        self.compositeBoxLabels = list()
        self.compositeBoxLabels.append(
            pg.InfLineLabel(
                self.compositeBox.lines[0], '', movable=False, position=0.95, rotateAxis=(0, 0), color='#FF0',
                fill='#FF00'
            )
        )
        self.compositeBoxLabels.append(
            pg.InfLineLabel(
                self.compositeBox.lines[1], '', movable=False, position=0.95, rotateAxis=(0, 0), color='#FF0',
                fill='#FF00'
            )
        )
        self.compositeBox.hide()

        # - add image selection line
        self.imageLine = pg.InfiniteLine(
            movable=True, angle=90, label='', pen=pg.mkPen(color='#FF0', style=Qt.SolidLine),
            labelOpts={'position': 0.95, 'color': '#FF0', 'fill': '#FF00', 'movable': False}
        )
        self.mPlotWidget.addItem(self.imageLine, ignoreBounds=True)

        # location browser
        self.mLayer.setLayer(None)
        self.mLayer.setFilters(QgsMapLayerProxyModel.Filter.PointLayer)
        self.mDownloadFolder.setFilePath(
            join(QStandardPaths.writableLocation(QStandardPaths.DownloadLocation), 'GEETSE')
        )

        # data
        self.mData.itemSelectionChanged.connect(self.onDataSelectionChanged)
        self.mCopyData.clicked.connect(self.onCopyDataClicked)

        # analytics
        gamma = QSpinBox()
        gamma.setRange(-20, 20)
        gamma.setValue(0)
        gamma.setPrefix('2^')
        gamma.valueChanged.connect(self.plotProfile)
        self.mSvrParameters.setCellWidget(0, 1, gamma)
        C = QSpinBox()
        C.setRange(-20, 20)
        C.setValue(0)
        C.setPrefix('2^')
        C.valueChanged.connect(self.plotProfile)
        self.mSvrParameters.setCellWidget(1, 1, C)
        epsilon = QLineEdit('0')
        epsilon.textChanged.connect(self.plotProfile)
        self.mSvrParameters.setCellWidget(2, 1, epsilon)

        # connect signals
        self.mShowCompositeBox.toggled.connect(self.toggleSelectionHandlerVisibility)
        self.mShowImageLine.toggled.connect(self.toggleSelectionHandlerVisibility)
        self.mStretchAndUpdateLayer.clicked.connect(self.mainDock.mStretchAndUpdateLayer.click)
        self.mainDock.mImageExplorerTab.currentChanged.connect(self.setSelectionHandlerFromMainDock)
        self.mainDock.mImageId.textChanged.connect(self.setImageIdFromMainDock)

        self.mainDock.mCompositeDateStart.dateChanged.connect(self.setCompositeBoxFromMainDock)
        self.mainDock.mCompositeDateEnd.dateChanged.connect(self.setCompositeBoxFromMainDock)

        self.compositeBox.sigRegionChanged.connect(lambda: self.compositeBoxLabels[0].setPosition(0.95))  # fix bug
        self.compositeBox.sigRegionChanged.connect(lambda: self.compositeBoxLabels[1].setPosition(0.95))  # fix bug
        self.compositeBox.sigRegionChanged.connect(self.onCompositeBoxRegionChanged)
        self.compositeBox.lines[0].sigPositionChanged.connect(self.onCompositeBoxRegionChanged)
        self.compositeBox.lines[1].sigPositionChanged.connect(self.onCompositeBoxRegionChanged)
        self.compositeBox.sigRegionChangeFinished.connect(self.onCompositeRegionChangeFinished)

        self.imageLine.sigPositionChanged.connect(self.onImageLinePositionChanged)
        self.imageLine.sigPositionChangeFinished.connect(self.onImageLinePositionChangeFinished)

        self.mLegend.itemChanged.connect(self.plotProfile)
        self.mLegend.doubleClicked.connect(self.onLegendDoubleClicked)
        self.mShowLegend.clicked.connect(self.plotProfile)
        self.mShowLines.clicked.connect(self.plotProfile)
        self.mShowPoints.clicked.connect(self.plotProfile)
        self.mShowInfo.clicked.connect(self.clearInfo)
        self.mLineSize.valueChanged.connect(self.plotProfile)
        self.mPointSize.valueChanged.connect(self.plotProfile)
        self.mShowImageSelection.clicked.connect(self.plotProfile)
        self.mImageSelectionColor.colorChanged.connect(self.plotProfile)
        self.mImageSelectionOpacity.valueChanged.connect(self.plotProfile)
        self.mImageSelectionSize.valueChanged.connect(self.plotProfile)
        self.mShowFittedLine.clicked.connect(self.plotProfile)
        self.mFittedLineSize.valueChanged.connect(self.plotProfile)
        self.mUseFittedLineColor.clicked.connect(self.plotProfile)
        self.mFittedLineColor.colorChanged.connect(self.plotProfile)
        self.mSvrParameters.cellChanged.connect(self.onSvrParametersChanged)
        self.mUpdateFittedLine.clicked.connect(self.plotProfile)

        self.mLayer.layerChanged.connect(self.mFeaturePicker.setLayer)
        self.mLayer.layerChanged.connect(self.mField.setLayer)
        self.mField.fieldChanged.connect(self.mFeaturePicker.setDisplayExpression)
        self.mFeaturePicker.featureChanged.connect(self.onFeaturePickerFeatureChanged)
        self.mDownloadProfiles.clicked.connect(self.onDownloadProfilesClicked)
        self.mDownloadChips.clicked.connect(self.onDownloadChipsClicked)
        self.mBuildChipVrts.clicked.connect(self.onBuildChipVrtsClicked)

        self.mPan.clicked.connect(self.onPanClicked)
        self.mRefresh.clicked.connect(self.onRefreshClicked)
        self.mFirst.clicked.connect(self.onFirstClicked)
        self.mPrevious.clicked.connect(self.onPreviousClicked)
        self.mNext.clicked.connect(self.onNextClicked)
        self.mLast.clicked.connect(self.onLastClicked)

        self.sigCurrentLocationChanged.connect(self.onCurrentLocationChanged)
        self.mainDock.sigCollectionChanged.connect(self.onCollectionChanged)

        self.toggleSelectionHandlerVisibility()

        # do we need those?
        self.mStretchAndUpdateLayer.hide()
        self.mLiveUpdate.hide()

    def toggleSelectionHandlerVisibility(self):
        if self.mShowImageLine.isChecked():
            self.imageLine.setVisible(True)
            self.compositeBox.setVisible(False)
            self.mainDock.mImageExplorerTab.setCurrentIndex(0)
            self.mStepValue.hide()
            self.mStepUnits.hide()
        if self.mShowCompositeBox.isChecked():
            self.imageLine.setVisible(False)
            self.compositeBox.setVisible(True)
            self.mainDock.mImageExplorerTab.setCurrentIndex(1)
            self.mStepValue.show()
            self.mStepUnits.show()

    def setSelectionHandlerFromMainDock(self):
        if self.mainDock.mImageExplorerTab.currentIndex() == 0:
            self.mShowImageLine.click()
        if self.mainDock.mImageExplorerTab.currentIndex() == 1:
            self.mShowCompositeBox.click()

    def setImageIdFromMainDock(self):
        imageId = self.mainDock.mImageId.text()

        if not self.isDataAvailable():
            return
        try:
            index = self.dataIds().index(imageId)
        except ValueError:
            return
        pos = self.dataDecimalYears()[index]
        self.imageLine.setPos(pos)

    def onCreateImageChipTaskCompleted(self, task: 'DownloadImageChipTask'):
        mapDock = self.imageChipMapDock()
        if mapDock is None:
            return

        if self.currentCreateImageChipTask is not task:
            return

        mapDock.setCenter(task.location)
        mapDock.setLayer(task.layer.clone())
        mapDock.mapCanvas().refresh()

    def setCompositeBoxFromMainDock(self):
        d1, d2 = self.currentCompositeDateRange()
        pos1 = self.utilsDateTimeToDecimalYear(QDateTime(d1))
        pos2 = self.utilsDateTimeToDecimalYear(QDateTime(d2))

        self.compositeBox.lines[0].blockSignals(True)
        self.compositeBox.lines[1].blockSignals(True)
        self.compositeBox.lines[0].setPos(pos1)
        self.compositeBox.lines[1].setPos(pos2)
        self.compositeBox.lines[0].blockSignals(False)
        self.compositeBox.lines[1].blockSignals(False)
        self.mPlotWidget.update()

        # update layer
        self.onSelectionHandlerChangeFinished()

    def onImageLinePositionChanged(self):
        if self.isDataAvailable():
            x, index = self.findClosestImage(self.imageLine.pos().x(), False)
            self.imageLine.setPos(x)
            imageId = self.dataIds()[index]
            self.imageLine.label.setText(imageId)
            self.mainDock.mImageId.blockSignals(True)
            self.mainDock.mImageId.setText(imageId)
            self.mainDock.mImageId.blockSignals(False)

    def onCompositeBoxRegionChanged(self):
        positions = [line.pos().x() for line in self.compositeBox.lines]
        if any(map(isnan, positions)):
            return
        positions = sorted(positions)
        dateTimes = [self.utilsDecimalYearToDateTime(position) for position in positions]
        datestamps = [dateTime.toString('yyyy-MM-dd') for dateTime in dateTimes]
        text = ' to '.join(datestamps)
        self.compositeBoxLabels[0].setText(text)

        # update date range in main dock
        self.mainDock.mCompositeDateStart.blockSignals(True)
        self.mainDock.mCompositeDateEnd.blockSignals(True)
        self.mainDock.mCompositeDateStart.setDate(dateTimes[0].date())
        self.mainDock.mCompositeDateEnd.setDate(dateTimes[1].date())
        self.mainDock.mCompositeDateStart.blockSignals(False)
        self.mainDock.mCompositeDateEnd.blockSignals(False)

    def onImageLinePositionChangeFinished(self):
        self.onSelectionHandlerChangeFinished()

    def onCompositeRegionChangeFinished(self):
        self.onSelectionHandlerChangeFinished()

    def onSelectionHandlerChangeFinished(self):
        pass

    def selectedBandNames(self) -> Optional[List[str]]:
        bandNames = list()
        for i in range(self.mLegend.count()):
            item = self.mLegend.item(i)
            if item.checkState() == Qt.Checked:
                bandNames.append(item.text())
        if len(bandNames) == 0:
            # self.pushInfoMissingBand()
            return None
        return bandNames

    def selectedBandNumbers(self) -> Optional[List[int]]:
        bandNumbers = list()
        for i in range(self.mLegend.count()):
            item = self.mLegend.item(i)
            if item.checkState() == Qt.Checked:
                bandNumbers.append(i + 1)
        if len(bandNumbers) == 0:
            return None
        return bandNumbers

    def clearInfo(self):
        self.mInfoLabelItem.setText('')
        self.infoLabelLine.setPos(nan)

    def findClosestImage(self, x: float, skipNan: bool) -> Tuple[float, int]:
        xs = np.array(self.dataDecimalYears())
        if skipNan:
            for i in range(self.mLegend.count()):
                item: QListWidgetItem = self.mLegend.item(i)
                if item.checkState() == Qt.Checked:
                    bandName = item.text()
                    ys = self.dataProfile(bandName)
                    if ys is None:
                        continue
                    xs[~np.isfinite(ys)] = nan

        try:
            index = int(np.nanargmin(np.abs(np.subtract(xs, x))))
            pos = xs[index]
        except ValueError:
            pos = nan
            index = -1

        return pos, index

    def onPlotWidgetMouseClicked(self, event):
        if not self.isDataAvailable():
            return

        mousePoint = self._currentMousePoint  # re-use position from mouse move

        if self.mShowImageLine.isChecked():
            x, index = self.findClosestImage(mousePoint.x(), self.mSkipNan.isChecked())
            imageId = self.dataIds()[index]
            self.setImage(imageId)
        if self.mShowCompositeBox.isChecked():
            d1, d2 = self.currentCompositeDateRange()
            days = d1.daysTo(d2)
            dateCenter = self.utilsDecimalYearToDateTime(mousePoint.x()).date()
            dateStart = dateCenter.addDays(-int(days / 2))
            dateEnd = dateStart.addDays(days)
            self.setComposite(dateStart, dateEnd)
            self.onCompositeBoxRegionChanged()

    def onPlotWidgetMouseMoved(self, event):

        # find mouse x value (decimal years)
        pos = event[0]  # using signal proxy turns original arguments into a tuple
        if not self.mPlotWidget.sceneBoundingRect().contains(pos):
            return
        mousePoint = self.mPlotWidget.vb.mapSceneToView(pos)

        self._currentMousePoint = mousePoint  # we store this here for later click events

        if not self.isDataAvailable() or not self.mShowInfo.isChecked():
            self.clearInfo()
            self.mInfoLabelItem.hide()
            return
        else:
            self.mInfoLabelItem.show()

        x, index = self.findClosestImage(mousePoint.x(), self.mSkipNan.isChecked())
        if isnan(x):
            return

        self.infoLabelLine.setPos(x)

        text = "<span style='font-size: 8pt'>"

        # add datetime
        if self.mShowDateTime.isChecked():
            dateTime: QDateTime = self.dataDateTimes()[index]
            timestamp = dateTime.toString(self.mInfoFormat.currentText())
            text += timestamp + ' — '

        for i in range(self.mLegend.count()):
            item: QListWidgetItem = self.mLegend.item(i)
            if item.checkState() == Qt.Checked:
                bandName = item.text()
                if bandName not in self._dataProfile:
                    continue
                color = item.color
                y = round(self.dataProfile(bandName)[index], self.mInfoDigits.value())
                if self.mInfoDigits.value() == 0:
                    y = int(y)
                text += f" <span style='color: {color.name()}'>{y}</span>"

        if self.mShowId.isChecked():
            text = self.dataIds()[index] + ' — ' + text

        self.mInfoLabelItem.setText(text)

    def onCurrentLocationChanged(self):

        if not self.mIdentify.isChecked():
            return

        crs = QgsCoordinateReferenceSystem.fromEpsgId(4326)
        point = self.mainDock.currentLocation().toCrs(crs)
        point = SpatialPoint(crs, point)
        self.setCurrentLocation(point.x(), point.y())

        if not self.isVisible():
            return

        if not self.mainDock.eeInitialized:
            return

        self.readProfile()
        self.plotProfile()

    def onRefreshClicked(self):
        self.readProfile()
        self.plotProfile()

    def onSvrParametersChanged(self):
        if self.mLiveUpdateFittedLine.isChecked():
            self.mUpdateFittedLine.click()

    def currentDataSelectionId(self) -> Optional[str]:
        row = self.mData.currentRow()
        if row < 0:
            imageId = None
        else:
            imageId = self.mData.item(row, 0).text()
        return imageId

    def setCurrentDataSelectionId(self, imageId: str):
        for row in range(self.mData.rowCount()):
            if imageId == self.mData.item(row, 0).text():
                self.mData.selectRow(row)
                return

    def onDataSelectionChanged(self):
        imageId = self.currentDataSelectionId()
        if imageId is None:
            return
        self.mainDock.mImageId.setText(imageId)

    def onCollectionChanged(self):
        self.clearPlot()
        self.clearData()
        self.updateLegend()
        self.tabWidget.setCurrentIndex(0)  # show bands

        # init image selection line position
        date = self.mainDock.eeFullCollectionJson.temporalInterval()[1]
        x = self.utilsDateTimeToDecimalYear(QDateTime(date))
        self.imageLine.setPos(x)

        # init collection selection box position
        pos1 = self.utilsDateTimeToDecimalYear(QDateTime(self.mainDock.mCompositeDateStart.date()))
        pos2 = self.utilsDateTimeToDecimalYear(QDateTime(self.mainDock.mCompositeDateEnd.date()))

        self.compositeBox.lines[0].blockSignals(True)
        self.compositeBox.lines[1].blockSignals(True)
        self.compositeBox.lines[0].setPos(pos1)
        self.compositeBox.lines[1].setPos(pos2)
        self.compositeBox.lines[0].blockSignals(False)
        self.compositeBox.lines[1].blockSignals(False)
        self.mPlotWidget.update()

    def updateLegend(self):
        defaultColors = [QColor(h)
                         for h in ('#FF0000', '#FFFF00', '#00EAFF', '#AA00FF', '#FF7F00', '#BFFF00', '#0095FF',
                                   '#FF00AA', '#FFD400', '#6AFF00', '#0040FF', '#EDB9B9', '#B9D7ED', '#E7E9B9',
                                   '#DCB9ED', '#B9EDE0', '#8F2323', '#23628F', '#8F6A23', '#6B238F', '#4F8F23',
                                   '#737373', '#CCCCCC')]
        defaultColors.extend([QColor(name) for name in QColor.colorNames() if name not in 'black'])

        colors = self.mainDock.eeFullCollectionInfo.defaultBandColors  # includes band and si colors

        bandNames = self.mainDock.eeFullCollectionInfo.bandNames
        bandToolTips = [self.mainDock.eeFullCollectionJson.bandTooltip(bandNo)
                        for bandNo in range(1, len(bandNames) + 1)]
        spectralIndices = self.mainDock.selectedSpectralIndices()
        siNames = [si['short_name'] for si in spectralIndices]
        # make some pretty toolTips
        siToolTips = list()

        for si in spectralIndices:
            bands = set(si['bands']).intersection(set(CreateSpectralIndicesAlgorithm.WavebandMapping.keys()))
            bandsText = 'with ' + ', '.join(
                [f'{key} = {self.mainDock.eeFullCollectionInfo.wavebandMapping[key]}'
                 for key in bands]
            ) + '\n'
            constants = set(si['bands']).intersection(set(CreateSpectralIndicesAlgorithm.ConstantMapping.keys()))
            constantsText = 'and ' + ', '.join([f'{key} = {CreateSpectralIndicesAlgorithm.ConstantMapping[key]}'
                                                for key in constants]) + '\n'

            long_name = si['long_name']
            short_name = si['short_name']
            formula = si['formula']
            reference = si['reference']
            toolTip = f'<html><head/><body><p><span style=" font-weight:600;">{long_name}</span></p>' \
                      f'<p><span style=" font-weight:600;">{short_name}</span> = {formula}</p>' \
                      f'<p><span style=" color:#808080;">{bandsText}'
            if len(constants) > 0:
                toolTip += f'<br/>          ' \
                           f'{constantsText}</span>'
            toolTip += f'</p><p>Reference: {reference}</p></body></html>'
            siToolTips.append(toolTip)

        self.mLegend.clear()
        for i, (name, toolTip) in enumerate(zip(bandNames + siNames, bandToolTips + siToolTips)):
            defaultColor = defaultColors[i % len(defaultColors)]
            color = QColor(colors.get(name, defaultColor))
            item = self.legendItemTemplate.clone()
            item.setText(name)
            item.setCheckState(Qt.Unchecked)
            item.color = color
            pixmap = QPixmap(16, 16)
            pixmap.fill(color)
            icon = QIcon(pixmap)
            item.setIcon(icon)
            toolTip += '\n(double-click to change color)'
            item.setToolTip(toolTip)
            self.mLegend.addItem(item)

    def currentImageId(self) -> Optional[str]:
        imageId = self.mainDock.mImageId.text()
        if imageId in self.dataIds():
            return imageId
        else:
            return None

    def currentCompositeDateRange(self):
        return self.mainDock.compositeDates()

    def setImage(self, imageId: str):
        self.mainDock.mImageId.setText(imageId)

    def setComposite(self, dateStart: QDate, dateEnd: QDate):
        self.mainDock.mCompositeDateStart.blockSignals(True)
        self.mainDock.mCompositeDateEnd.blockSignals(True)
        self.mainDock.mCompositeDateStart.setDate(dateStart)
        self.mainDock.mCompositeDateEnd.setDate(dateEnd)
        self.mainDock.mCompositeDateStart.blockSignals(False)
        self.mainDock.mCompositeDateEnd.blockSignals(False)

        self.setCompositeBoxFromMainDock()

    def onFirstClicked(self):
        if self.mShowImageLine.isChecked():
            self.setImage(self.dataIds()[0])
        if self.mShowCompositeBox.isChecked():
            d1, d2 = self.currentCompositeDateRange()
            days = d1.daysTo(d2)
            dateStart = self.mainDock.mFilterDateStart.date()
            dateEnd = dateStart.addDays(days)
            self.setComposite(dateStart, dateEnd)

    def onLastClicked(self):
        if self.mShowImageLine.isChecked():
            self.setImage(self.dataIds()[-1])
        if self.mShowCompositeBox.isChecked():
            d1, d2 = self.currentCompositeDateRange()
            days = d1.daysTo(d2)
            dateEnd = self.mainDock.mFilterDateEnd.date()
            dateStart = dateEnd.addDays(-days)
            self.setComposite(dateStart, dateEnd)

    def onNextClicked(self):
        if self.mShowImageLine.isChecked():
            imageId = self.currentImageId()
            if imageId is None:
                return
            index = self.dataIds().index(imageId) + 1
            if self.mSkipNan.isChecked():
                valid = list(np.all(np.isfinite(list(self._dataProfile.values())), axis=0))
                for index in range(index, self.dataN()):
                    if valid[index]:
                        break
            if index == len(self.dataIds()):
                return
            self.setImage(self.dataIds()[index])
        if self.mShowCompositeBox.isChecked():
            d1, d2 = self.currentCompositeDateRange()
            step = self.mStepValue.value()
            if self.mStepUnits.currentText() == 'Days':
                dateStart = d1.addDays(step)
                dateEnd = d2.addDays(step)
            elif self.mStepUnits.currentText() == 'Months':
                dateStart = d1.addMonths(step)
                dateEnd = d2.addMonths(step)
            elif self.mStepUnits.currentText() == 'Years':
                dateStart = d1.addYears(step)
                dateEnd = d2.addYears(step)
            else:
                raise ValueError()
            self.setComposite(dateStart, dateEnd)

    def onPreviousClicked(self):
        if self.mShowImageLine.isChecked():
            imageId = self.currentImageId()
            if imageId is None:
                return
            index = self.dataIds().index(imageId) - 1
            if self.mSkipNan.isChecked():
                valid = list(np.all(np.isfinite(list(self._dataProfile.values())), axis=0))
                for index in range(index, -1, -1):
                    if valid[index]:
                        break
            if index == -1:
                return
            self.setImage(self.dataIds()[index])
        if self.mShowCompositeBox.isChecked():
            d1, d2 = self.currentCompositeDateRange()
            step = self.mStepValue.value()
            if self.mStepUnits.currentText() == 'Days':
                dateStart = d1.addDays(-step)
                dateEnd = d2.addDays(-step)
            elif self.mStepUnits.currentText() == 'Months':
                dateStart = d1.addMonths(-step)
                dateEnd = d2.addMonths(-step)
            elif self.mStepUnits.currentText() == 'Years':
                dateStart = d1.addYears(-step)
                dateEnd = d2.addYears(-step)
            else:
                raise ValueError()
            self.setComposite(dateStart, dateEnd)

    def downloadFilenameProfile(self, feature: QgsFeature, eeCollection):

        location: QgsPointXY = feature.geometry().asPoint()

        collectionId = self.mainDock.eeFullCollectionJson.id().replace('/', '_')
        filename = join(
            self.currentDownloadFolder(),
            'profiles',
            collectionId,
            str(hash(eeCollection.serialize())),
            'X%018.13f_Y%018.13f' % (location.x(), location.y()) + '.json'
        )
        if not exists(dirname(filename)):
            makedirs(dirname(filename))
        return filename

    def onDownloadChipsClicked(self):
        eeImported, ee = importEarthEngine(False)

        bandNames = self.mainDock.currentImageChipBandNames()
        if bandNames is None:
            self.pushInfoMissingBand()
            return

        layer: QgsVectorLayer = self.mLayer.currentLayer()
        if layer is None:
            self.pushInfoMissingLayer()
            return

        feature: QgsFeature
        for feature in layer.getFeatures():

            point: QgsPointXY = QgsGeometry(feature.geometry()).asPoint()
            point = SpatialPoint(layer.crs(), point).toCrs(self.mainDock.crsEpsg4326)
            # point = self.utilsTransformCrsToWgs84(point, layer.crs())
            eePoint = ee.Geometry.Point([point.x(), point.y()])

            eeCollection = self.mainDock.eeCollection(False, True, True, False)
            if eeCollection is None:
                self.pushInfoMissingCollection()
                return
            with warnings.catch_warnings():
                warnings.simplefilter('ignore')
                imageIds = eeCollection.filterBounds(eePoint) \
                    .toList(999999) \
                    .map(lambda eeImage: ee.Image(eeImage).get('system:index')) \
                    .getInfo()

            location = point  # self.currentLocation()
            for imageId in imageIds:
                # eeImage = self.mainDock.eeFullCollection.filter(ee.Filter.eq('system:index', imageId)).first()
                eeImage, *_ = self.mainDock.eeImage(imageId)

                alreadyExists = True
                subFilenames = list()
                subTasks = list()
                for bandName in bandNames:
                    subFilename = self.mainDock.downloadFilenameImageChipBandTif(location, imageId, bandName)
                    subFilenames.append(subFilename)
                    subTasks.append(DownloadImageChipBandTask(subFilename, location, eeImage, bandName))
                    alreadyExists &= exists(subFilename)
                mainFilename = self.mainDock.downloadFilenameImageChipVrt(location, imageId, bandNames)
                alreadyExists &= exists(mainFilename)

                if alreadyExists:
                    continue

                if not exists(dirname(mainFilename)):
                    makedirs(mainFilename)

                # create task
                for subTask in subTasks:
                    self.taskManager.addTask(subTask)
                    QCoreApplication.processEvents()  # get progress
                self.refs.append(subTasks)

    def onBuildChipVrtsClicked(self):
        folder = self.currentDownloadFolder()
        task = BuildImageChipVrtsTask(folder)
        self.taskManager.addTask(task)

    def onDownloadProfilesClicked(self, *args, onlySelected=False, updateUi=False):
        eeImported, ee = importEarthEngine(False)

        bandNames = self.selectedBandNames()
        folder = self.currentDownloadFolder()
        layer: QgsVectorLayer = self.mLayer.currentLayer()
        if bandNames is None:
            self.pushInfoMissingBand()
            return
        if folder == '':
            if onlySelected:
                return
            else:
                self.pushInfoMissingDownloadFolder()
            return
        if layer is None:
            self.pushInfoMissingLayer()
            return

        bandNumbers = self.selectedBandNumbers()
        eeCollection = self.mainDock.eeCollection()
        if eeCollection is None:
            return

        # limit collection (see issue #1303)
        if self.mainDock.mLimitImages.isChecked():
            limit = self.mainDock.mLimitImagesValue.value()
        else:
            limit = None

        with warnings.catch_warnings():
            warnings.simplefilter('ignore')
            eeCollection = eeCollection.select(bandNames)
        scale = self.mainDock.eeFullCollectionJson.groundSamplingDistance()
        offsets = [self.mainDock.eeFullCollectionJson.bandOffset(bandNo) for bandNo in bandNumbers]
        scales = [self.mainDock.eeFullCollectionJson.bandScale(bandNo) for bandNo in bandNumbers]

        if onlySelected:
            features = list(layer.selectedFeatures())
        else:
            features = list(layer.getFeatures())
        n = len(features)
        if n == 0:
            return

        feature: QgsFeature
        for feature in features:
            point: QgsPointXY = QgsGeometry(feature.geometry()).asPoint()
            point = self.utilsTransformCrsToWgs84(point, layer.crs())
            eePoint = ee.Geometry.Point([point.x(), point.y()])
            filename = self.downloadFilenameProfile(feature, eeCollection)
            task = DownloadProfileTask(filename, eePoint, eeCollection, scale, offsets, scales, limit)
            if updateUi:
                task.taskCompleted.connect(lambda: self.onDownloadProfileTaskCompleted(task))
            self.taskManager.addTask(task)

            self.refs.append(task)

    def onDownloadProfileTaskCompleted(self, task: DownloadProfileTask):

        if self.cache.get('currentDownloadProfileTask') is not task:  # ignore outdated task
            return

        data = task.data()
        if data is None:
            self.clearData()
        else:
            self.setData(data)
        self.plotProfile()

        if data is not None and task.limit is not None:
            if (len(data) - 1) == task.limit:
                self.mMessageBar.pushInfo(
                    'Query', f'collection query result cut after accumulating over {task.limit} elements'
                )

    def onCopyDataClicked(self):
        if self.isDataAvailable():
            header = [self.mData.horizontalHeaderItem(i).text() for i in range(self.mData.columnCount())]
            data = list()
            for row in range(self.mData.rowCount()):
                data.append([])
                for column in range(self.mData.columnCount()):
                    data[row].append(self.mData.item(row, column).text())
            data.insert(0, header)
            text = '\n'.join([';'.join(values) for values in data])
        else:
            text = ''
        QApplication.clipboard().setText(text)

    def _onSaveVectorPointsPrepareSkops(self):
        eeImported, ee = importEarthEngine(False)

        canceled = True
        filenameSkops = join(dirname(__file__), 'cmd', 'parameters.skops')
        if exists(filenameSkops):
            remove(filenameSkops)

        layer: QgsVectorLayer = self.mPointLayerBrowser.currentLayer()
        if layer is None:
            return canceled

        if self.imageCollection is None:
            return canceled

        evalType = type(self.imageProperties[self.mFilterMetadataName.currentText()])
        imageCollectionInfo = {
            'code': self.mImageCollectionCode.text(),
            'filterDate': self.mFilterDate.isChecked(),
            'filterDateStart': self.mFilterDateStart.date().toString('yyyy-MM-dd'),
            'filterDateEnd': self.mFilterDateEnd.date().addDays(1).toString('yyyy-MM-dd'),
            'filterMetadata': self.mFilterMetadata.isChecked(),
            'filterMetadataName': self.mFilterMetadataName.currentText(),
            'filterMetadataOperator': self.mFilterMetadataOperator.currentText(),
            'filterBands': self.selectedBandNames()
        }
        try:
            imageCollectionInfo['filterMetadataValue'] = evalType(self.mFilterMetadataValue.text())
        except Exception:
            imageCollectionInfo['filterMetadataValue'] = None

        dirnameOutput = QFileDialog.getExistingDirectory(parent=self, directory=gettempdir())
        if dirnameOutput == '':
            return canceled
        scale = self.mReadPointScale.value()
        sourceCrs: QgsCoordinateReferenceSystem = layer.crs()
        destCrs = QgsCoordinateReferenceSystem.fromEpsgId(4326)
        tr = QgsCoordinateTransform(sourceCrs, destCrs, QgsProject.instance())
        fields: QgsFields = layer.fields()
        fieldNames = fields.names()
        argss = list()
        feature: QgsFeature
        for feature in layer.getFeatures():
            geometry = QgsGeometry(feature.geometry())
            geometry.transform(tr)
            destPoint: QgsPointXY = geometry.asPoint()
            argss.append(
                (
                    dirnameOutput, imageCollectionInfo, destPoint.x(), destPoint.y(), scale, feature.id(),
                    fieldNames, list(map(str, feature.attributes()))
                )
            )

        # Can't execute Pool.map inside QGIS, so we make an CMD call
        # - prepare args file

        dirnameGee = dirname(dirname(ee.__file__))
        numReader = 50
        with open(filenameSkops, 'wb') as f:
            skops.dump((argss, dirnameGee, numReader), f, protocol=skops.HIGHEST_PROTOCOL)

        return not canceled

    def utilsTransformCrsToWgs84(self, point: QgsPointXY, crs: QgsCoordinateReferenceSystem) -> QgsPointXY:
        tr = QgsCoordinateTransform(crs, QgsCoordinateReferenceSystem.fromEpsgId(4326), QgsProject.instance())
        geometry = QgsGeometry.fromPointXY(point)
        geometry.transform(tr)
        return geometry.asPoint()

    def utilsTransformProjectCrsToWgs84(self, point: QgsPointXY) -> QgsPointXY:
        tr = QgsCoordinateTransform(
            QgsProject.instance().crs(),
            QgsCoordinateReferenceSystem.fromEpsgId(4326),
            QgsProject.instance()
        )
        geometry = QgsGeometry.fromPointXY(point)
        geometry.transform(tr)
        return geometry.asPoint()

    def utilsTransformWgs84ToProjectCrs(self, point: QgsPointXY) -> QgsPointXY:
        tr = QgsCoordinateTransform(
            QgsCoordinateReferenceSystem.fromEpsgId(4326),
            self.mainDock.currentMapCanvas().mapSettings().destinationCrs(),
            QgsProject.instance()
        )
        geometry = QgsGeometry.fromPointXY(point)
        geometry.transform(tr)
        return geometry.asPoint()

    def utilsMsecToDateTime(self, msec: int) -> QDateTime:
        return QDateTime(QDate(1970, 1, 1)).addMSecs(int(msec))

    def utilsDateTimeToDecimalYear(self, dateTime: QDateTime) -> float:
        date = dateTime.date()
        secOfYear = QDateTime(QDate(date.year(), 1, 1)).secsTo(dateTime)
        secsInYear = date.daysInYear() * 24 * 60 * 60
        return date.year() + secOfYear / secsInYear

    def utilsDecimalYearToDateTime(self, decimalYear: float) -> QDateTime:
        year = int(decimalYear)
        secsInYear = QDate(year, 1, 1).daysInYear() * 24 * 60 * 60
        secOfYear = int((decimalYear - year) * secsInYear)
        dateTime = QDateTime(QDate(year, 1, 1)).addSecs(secOfYear)
        return dateTime

    def onPanClicked(self):
        point = self.currentLocation()
        if point is None:
            return
        point = self.utilsTransformWgs84ToProjectCrs(point)
        mapCanvas = self.mainDock.currentMapCanvas()
        if point is not None:
            mapCanvas.setCenter(point)
            mapCanvas.refresh()

    def onFeaturePickerFeatureChanged(self):
        layer: QgsVectorLayer = self.mLayer.currentLayer()
        if layer is None:
            return
        sourceCrs: QgsCoordinateReferenceSystem = layer.crs()
        destCrs = QgsCoordinateReferenceSystem.fromEpsgId(4326)
        tr = QgsCoordinateTransform(sourceCrs, destCrs, QgsProject.instance())
        feature: QgsFeature = self.mFeaturePicker.feature()
        geometry = QgsGeometry(feature.geometry())
        if geometry.isMultipart():
            message = "MultiPoint geometry cannot be converted to a point. Only Point types are permitted."
            QMessageBox.information(self, 'Invalid Locations Layer', message)
            self.mLayer.setLayer(None)
            return
        geometry.transform(tr)
        destPoint: QgsPointXY = geometry.asPoint()
        self.setCurrentLocation(destPoint.x(), destPoint.y())
        self.onPanClicked()
        layer.removeSelection()
        layer.select(feature.id())

        self.onDownloadProfilesClicked(onlySelected=True, updateUi=True)

        point = SpatialPoint(destCrs, destPoint)
        self.setCurrentLocation(point.x(), point.y())

        if self.mainDock.enmapBoxInterface() is not None:
            self.mainDock.enmapBoxInterface().currentMapCanvas().setCrosshairPosition(point, True)

        self.mainDock.currentMapCanvas()

    def onLegendDoubleClicked(self, index: QModelIndex):
        bandItem = self.mLegend.item(index.row())
        currentColor = bandItem.color
        color = QColorDialog.getColor(initial=currentColor, parent=self)
        if color.name() != QColor(0, 0, 0).name():
            bandItem.color = color
            pixmap = QPixmap(16, 16)
            pixmap.fill(color)
            icon = QIcon(pixmap)
            bandItem.setIcon(icon)
            self.plotProfile()

    def currentDataScaling(self) -> Tuple[List[float], List[float]]:
        bandNumbers = self.selectedBandNumbers()
        if self.mainDock.mScaleBands.isChecked():
            offsets = [self.mainDock.eeFullCollectionJson.bandOffset(bandNo) for bandNo in bandNumbers]
            scales = [self.mainDock.eeFullCollectionJson.bandScale(bandNo) for bandNo in bandNumbers]
        else:
            offsets = [0] * len(bandNumbers)
            scales = [1] * len(bandNumbers)
        return offsets, scales

    def currentLocation(self) -> SpatialPoint:
        try:
            point = SpatialPoint(self.mainDock.crsEpsg4326, QgsPointXY(*map(float, self.mLocation.text().split(','))))
        except Exception:
            mapCenter = self.mainDock.currentMapCanvas().center()
            point = SpatialPoint(self.mainDock.crsEpsg4326, mapCenter)
        return point

    def currentDownloadFolder(self) -> str:
        return self.mDownloadFolder.filePath()

    def setCurrentLocation(self, x: float, y: float, ndigits=5):
        self.mLocation.setText(str(round(x, ndigits)) + ', ' + str(round(y, ndigits)))

    def setCurrentLocationFromEnmapBox(self):
        if self.mainDock.interfaceType == self.mainDock.InterfaceType.EnmapBox:
            point = self.mainDock.enmapBoxInterface().currentLocation().toCrs(self.mainDock.crsEpsg4326)
            if point is not None:
                self.setCurrentLocation(point.x(), point.y())
        else:
            raise ValueError()

    def setCurrentLocationFromQgsMapMouseEvent(self, event: QgsMapMouseEvent):
        currentLocation = SpatialPoint(QgsProject.instance().crs(), event.originalMapPoint())
        point = currentLocation.toCrs(self.mainDock.crsEpsg4326)
        if point is not None:
            self.setCurrentLocation(point.x(), point.y())

        # sourcePoint: QgsPointXY = event.originalMapPoint()
        # sourceCrs: QgsCoordinateReferenceSystem = QgsProject.instance().crs()
        # destCrs = QgsCoordinateReferenceSystem.fromEpsgId(4326)
        # tr = QgsCoordinateTransform(sourceCrs, destCrs, QgsProject.instance())
        # geometry = QgsGeometry.fromPointXY(sourcePoint)
        # geometry.transform(tr)
        # destPoint: QgsPointXY = geometry.asPoint()
        # self.profileDock.setCurrentLocation(destPoint.x(), destPoint.y())
        # self

    def eePoint(self):
        eeImported, ee = importEarthEngine(False)
        point = self.currentLocation()
        with warnings.catch_warnings():
            warnings.simplefilter("ignore")
            eePoint = ee.Geometry.Point([point.x(), point.y()])
        return eePoint

    def readProfile(self):

        eePoint = self.eePoint()
        if eePoint is None:
            return

        bandNames = self.selectedBandNames()
        if bandNames is None:
            return

        eeCollection = self.mainDock.eeCollection()
        if eeCollection is None:
            return

        # limit collection (see issue #1303)
        if self.mainDock.mLimitImages.isChecked():
            limit = self.mainDock.mLimitImagesValue.value()
        else:
            limit = None

        with warnings.catch_warnings():
            warnings.simplefilter("ignore")
            eeCollection = eeCollection.select(bandNames)
        scale = self.mainDock.eeFullCollectionJson.groundSamplingDistance()
        offsets, scales = self.currentDataScaling()

        task = DownloadProfileTask(None, eePoint, eeCollection, scale, offsets, scales, limit)
        self.cache['currentDownloadProfileTask'] = task
        task.taskCompleted.connect(lambda: self.onDownloadProfileTaskCompleted(task))
        self.taskManager.addTask(task)

        self.refs.append(task)

    def clearData(self):
        self.header = None
        self.data = None

    def setData(self, data):
        self.header: List[str] = data[0]

        # sort data by time
        data = data[1:]
        msecs = np.array([row[3] for row in data])
        argsort = np.argsort(msecs)

        # prepare data
        self.data = [data[i] for i in argsort]
        self._dataMsecs = np.array([row[3] for row in self.data])
        self._dataIds = [row[0] for row in self.data]
        self._dataIndexById = {imageId: i for i, imageId in enumerate(self._dataIds)}

        self._dataDateTimes = [self.utilsMsecToDateTime(int(msec)) for msec in self.dataMsecs()]
        self._dataDecimalYears = np.array([self.utilsDateTimeToDecimalYear(dateTime)
                                           for dateTime in self.dataDateTimes()])
        self._dataProfile = dict()
        for index, bandName in enumerate(self.header[4:], 4):
            values = list()
            for row in self.data:
                value = row[index]
                if value is None:
                    value = nan
                values.append(value)
            self._dataProfile[bandName] = np.array(values)

        # update GUI
        header = [s for i, s in enumerate(self.header) if i not in [1, 2]]
        data = [[str(v) for i, v in enumerate(values) if i not in [1, 2]] for values in data]
        header[1] = 'decimal year'
        for values in data:
            msec = int(values[1])
            dateTime = self.utilsMsecToDateTime(msec)
            dyear = self.utilsDateTimeToDecimalYear(dateTime)
            values[1] = str(dyear)
        self.mData.setRowCount(len(data))
        self.mData.setColumnCount(len(header))
        self.mData.setHorizontalHeaderLabels(header)
        for row, values in enumerate(data):
            for column, value in enumerate(values):
                self.mData.setItem(row, column, QTableWidgetItem(value))
        self.mData.resizeColumnsToContents()

        self.sigDataChanged.emit()

    def isDataAvailable(self) -> bool:
        return self.data is not None

    def dataN(self):
        return len(self._dataIds)

    def dataIds(self) -> List[str]:
        return self._dataIds

    def dataIndexByImageId(self) -> Dict[str, int]:
        return self._dataIndexById

    def dataMsecs(self) -> np.array:
        return self._dataMsecs

    def dataDateTimes(self) -> List[QDateTime]:
        return self._dataDateTimes

    def dataDecimalYears(self) -> np.array:
        return self._dataDecimalYears

    def dataProfile(self, bandName: str) -> Optional[np.array]:
        return self._dataProfile.get(bandName)

    def dataBandNames(self) -> List[str]:
        return list(self._dataProfile.keys())

    def dataBandStyle(self, bandName: str) -> PlotStyle:
        for i in range(self.mLegend.count()):
            item: QListWidgetItem = self.mLegend.item(i)
            if bandName == item.text():
                style = PlotStyle()
                style.setMarkerSymbol(MarkerSymbol.No_Symbol)
                color = item.color
                if self.mShowLines.isChecked() or self.mShowPoints.isChecked():
                    if self.mShowLines.isChecked() and not self.mShowPoints.isChecked():
                        linePen = QPen(QBrush(color), self.mLineSize.value())
                        linePen.setCosmetic(True)
                        style.setLinePen(linePen)
                    if not self.mShowLines.isChecked() and self.mShowPoints.isChecked():
                        style.setMarkerSymbol('o')
                        style.setLineColor(color)
                        style.setMarkerColor(color)
                        style.markerSize = self.mPointSize.value()
                    if self.mShowLines.isChecked() and self.mShowPoints.isChecked():
                        linePen = QPen(QBrush(color), self.mLineSize.value())
                        linePen.setCosmetic(True)
                        style.setLinePen(linePen)
                        style.setLineWidth(self.mLineSize.value())
                        style.setLineColor(color)
                        style.setMarkerSymbol('o')
                        style.setMarkerColor(color)
                        style.markerSize = self.mPointSize.value()
                else:
                    style = PlotStyle()
                return style

        raise KeyError()

    def clearPlot(self):
        for plotItem in self.plotItems:
            self.mPlotWidget.blockSignals(True)
            self.mPlotWidget.removeItem(plotItem)
            self.mPlotWidget.blockSignals(False)
        self.pgProfile = list()

    def plotProfile(self):
        self.clearPlot()

        if not self.isDataAvailable():
            return

        legend: pg.LegendItem = self.mPlotWidget.legend
        legend.setVisible(self.mShowLegend.isChecked())

        # get selected image from data table
        if self.mShowImageSelection.isChecked():
            dataIds = self.dataIds()
            selectedImageId = self.currentDataSelectionId()
            if selectedImageId is None:
                selected = None
            else:
                selected = [dataIds.index(selectedImageId)]

        x = np.array(self.dataDecimalYears())
        for i in range(self.mLegend.count()):
            item: QListWidgetItem = self.mLegend.item(i)
            bandName = item.text()
            if item.checkState() == Qt.Checked:
                color = item.color
                y = self.dataProfile(bandName)
                if y is None:
                    continue

                # highlight selected images
                if self.mShowImageSelection.isChecked() and selected is not None:
                    selectionColor: QColor = self.mImageSelectionColor.color()
                    selectionColor.setAlpha(self.mImageSelectionOpacity.value())
                    plotSelection: pg.PlotDataItem = self.mPlotWidget.plot(
                        x[selected], y[selected]
                    )
                    plotSelection.setSymbol('o')  # ['t', 't1', 't2', 't3', 's', 'p', 'h', 'star', '+', 'd', 'o']
                    plotSelection.setSymbolBrush(selectionColor)
                    plotSelection.setSymbolPen(selectionColor)
                    symbolSize = self.mPointSize.value() + self.mImageSelectionSize.value()
                    plotSelection.setSymbolSize(symbolSize)
                    plotSelection.setPen(None)
                    self.plotItems.append(plotSelection)

                if self.mShowLines.isChecked() or self.mShowPoints.isChecked():
                    plotProfile: pg.PlotDataItem = self.mPlotWidget.plot(x, y, name=bandName)
                    if self.mShowLines.isChecked() and not self.mShowPoints.isChecked():
                        pen = QPen(QBrush(color), self.mLineSize.value())
                        pen.setCosmetic(True)
                        plotProfile.setPen(pen)
                    if not self.mShowLines.isChecked() and self.mShowPoints.isChecked():
                        plotProfile.setSymbol('o')  # ['t', 't1', 't2', 't3', 's', 'p', 'h', 'star', '+', 'd', 'o']
                        plotProfile.setSymbolBrush(color)
                        plotProfile.setSymbolPen(color)
                        plotProfile.setSymbolSize(self.mPointSize.value())
                        plotProfile.setPen(None)
                    if self.mShowLines.isChecked() and self.mShowPoints.isChecked():
                        pen = QPen(QBrush(color), self.mLineSize.value())
                        pen.setCosmetic(True)
                        plotProfile.setPen(pen)
                        plotProfile.setSymbol('o')  # ['t', 't1', 't2', 't3', 's', 'p', 'h', 'star', '+', 'd', 'o']
                        plotProfile.setSymbolBrush(color)
                        plotProfile.setSymbolPen(color)
                        plotProfile.setSymbolSize(self.mPointSize.value())
                    self.plotItems.append(plotProfile)

                if self.mShowFittedLine.isChecked():
                    if self.mUseFittedLineColor.isChecked():
                        color2 = self.mFittedLineColor.color()
                    else:
                        color2 = color
                    gamma = 2 ** self.mSvrParameters.cellWidget(0, 1).value()
                    C = 2 ** self.mSvrParameters.cellWidget(1, 1).value()
                    try:
                        epsilon = float(self.mSvrParameters.cellWidget(2, 1).text())
                    except Exception:
                        epsilon = 0

                    from sklearn.svm import SVR
                    svr = SVR(kernel='rbf', gamma=gamma, C=C, epsilon=epsilon)
                    valid = np.isfinite(y)
                    svr.fit(x[valid].reshape(-1, 1), y[valid])
                    rect: QRectF = self.mPlotWidget.viewRect()
                    rect.left()
                    xfit = np.linspace(min(x), max(x), int((max(x) - min(x)) * 366))
                    yfit = svr.predict(xfit.reshape(-1, 1))
                    plotProfile: pg.PlotDataItem = self.mPlotWidget.plot(xfit, yfit, name=bandName + ' Fit')
                    pen = QPen(QBrush(color2), self.mFittedLineSize.value())
                    pen.setCosmetic(True)
                    plotProfile.setPen(pen)
                    self.plotItems.append(plotProfile)

    def pushInfoMissingCollection(self):
        self.mMessageBar.pushInfo('Missing parameter', 'select a collection')

    def pushInfoMissingBand(self):
        self.mMessageBar.pushInfo('Missing parameter', 'select a band')

    def pushInfoMissingDownloadFolder(self):
        self.mMessageBar.pushInfo('Missing parameter', 'select a download folder')

    def pushInfoMissingLayer(self):
        self.mMessageBar.pushInfo('Missing parameter', 'select a locations layer')

    def pushRequestError(self, error: Exception):
        self.mMessageBar.pushCritical('Request error', str(error))
        traceback.print_exc()

    def pushInfoEmptyQueryResults(self):
        self.mMessageBar.pushInfo('Query result', 'no images found')

    def pushSuccessDownload(self):
        self.mMessageBar.pushSuccess('Success', 'layer location profiles downloaded')


class GeeWaitCursor(object):

    def __enter__(self):
        QApplication.setOverrideCursor(QtGui.QCursor(Qt.WaitCursor))

    def __exit__(self, exc_type, exc_value, tb):
        QApplication.restoreOverrideCursor()
