Skip to content
Snippets Groups Projects
profilevisualization.py 81 KiB
Newer Older
# -*- coding: utf-8 -*-
"""
/***************************************************************************
                              -------------------
        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
import os, sys, pickle, datetime
from collections import OrderedDict
from qgis.gui import *
from qgis.core import *
from qgis.PyQt.QtCore import *
from qgis.PyQt.QtXml import *
from qgis.PyQt.QtGui import *

from timeseriesviewer import jp, SETTINGS
from timeseriesviewer.timeseries import *
from timeseriesviewer.utils import SpatialExtent, SpatialPoint, px2geo, loadUI
from timeseriesviewer.plotstyling import PlotStyle, PlotStyleButton
Benjamin Jakimow's avatar
Benjamin Jakimow committed
from timeseriesviewer.pixelloader import PixelLoader, PixelLoaderTask
from timeseriesviewer.sensorvisualization import SensorListModel
from timeseriesviewer.temporalprofiles2d import LABEL_EXPRESSION_2D
from timeseriesviewer.temporalprofiles3d import LABEL_EXPRESSION_3D
Benjamin Jakimow's avatar
Benjamin Jakimow committed
from pyqtgraph import functions as fn
from pyqtgraph import AxisItem


DEBUG = False
OPENGL_AVAILABLE = False

try:
    OPENGL_AVAILABLE = True
    from timeseriesviewer.temporalprofiles3d import *
    #t = ViewWidget3D()
    #del t
except Exception as ex:
    print('unable to import OpenGL based packages:\n{}'.format(ex))

def getTextColorWithContrast(c):
    assert isinstance(c, QColor)
    if c.lightness() < 0.5:
        return QColor('white')
    else:
        return QColor('black')
def selectedModelIndices(tableView):
    assert isinstance(tableView, QTableView)
    result = {}

    sm = tableView.selectionModel()
    m = tableView.model()
    if isinstance(sm, QItemSelectionModel) and isinstance(m, QAbstractItemModel):
        for idx in sm.selectedIndexes():
            assert isinstance(idx, QModelIndex)
            if idx.row() not in result.keys():
                result[idx.row()] = idx
    return result.values()

Benjamin Jakimow's avatar
Benjamin Jakimow committed

class _SensorPoints(pg.PlotDataItem):
    def __init__(self, *args, **kwds):
Benjamin Jakimow's avatar
Benjamin Jakimow committed
        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


Benjamin Jakimow's avatar
Benjamin Jakimow committed

class PlotSettingsModel2DWidgetDelegate(QStyledItemDelegate):
Benjamin Jakimow's avatar
Benjamin Jakimow committed
    """
Benjamin Jakimow's avatar
Benjamin Jakimow committed
    """
    def __init__(self, tableView, timeSeries, temporalProfileListModel, parent=None):
        assert isinstance(tableView, QTableView)
        assert isinstance(timeSeries, TimeSeries)
        assert isinstance(temporalProfileListModel, TemporalProfileCollectionListModel)
        super(PlotSettingsModel2DWidgetDelegate, self).__init__(parent=parent)
        self._preferedSize = QgsFieldExpressionWidget().sizeHint()
        self.mTableView = tableView
        self.mTimeSeries = timeSeries
        self.mTemporalProfileListModel = temporalProfileListModel
        self.mSensorLayers = {}
Benjamin Jakimow's avatar
Benjamin Jakimow committed

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

        assert isinstance(model, PlotSettingsModel2D)
        for c in [model.cnSensor, model.cnExpression, model.cnStyle, model.cnTemporalProfile]:
            i = model.columnNames.index(c)
Benjamin Jakimow's avatar
Benjamin Jakimow committed
            tableView.setItemDelegateForColumn(i, self)

    def getColumnName(self, index):
        assert index.isValid()
Benjamin Jakimow's avatar
Benjamin Jakimow committed
        model = index.model()
        assert isinstance(model, PlotSettingsModel2D)
        return model.columnNames[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 exampleLyr(self, sensor):
        assert isinstance(sensor, SensorInstrument)


        if sensor not in self.mSensorLayers.keys():

            crs = QgsCoordinateReferenceSystem('EPSG:4862')
            uri = 'Point?crs={}'.format(crs.authid())
            lyr = QgsVectorLayer(uri, 'LOCATIONS', 'memory')
            f = sensorExampleQgsFeature(sensor)
            assert isinstance(f, QgsFeature)
            assert lyr.startEditing()
            for field in f.fields():
                lyr.addAttribute(field)
            lyr.addFeature(f)
            lyr.commitChanges()
            self.mSensorLayers[sensor] = lyr
        return self.mSensorLayers[sensor]

    def createEditor(self, parent, option, index):
        cname = self.getColumnName(index)
        model = self.mTableView.model()
Benjamin Jakimow's avatar
Benjamin Jakimow committed
        w = None
        if index.isValid() and isinstance(model, PlotSettingsModel2D):
Benjamin Jakimow's avatar
Benjamin Jakimow committed
            plotStyle = model.idx2plotStyle(index)
            if isinstance(plotStyle, TemporalProfile2DPlotStyle):
                if cname == model.cnExpression and isinstance(plotStyle.sensor(), SensorInstrument):
Benjamin Jakimow's avatar
Benjamin Jakimow committed
                    w = QgsFieldExpressionWidget(parent=parent)
                    w.setExpression(plotStyle.expression())
                    w.setLayer(self.exampleLyr(plotStyle.sensor()))
                    plotStyle.sigSensorChanged.connect(lambda s : w.setLayer(self.exampleLyr(s)))
Benjamin Jakimow's avatar
Benjamin Jakimow committed
                    w.setExpressionDialogTitle('Values')
                    w.setToolTip('Set an expression to specify the image band or calculate a spectral index.')
                    w.fieldChanged[str,bool].connect(lambda n, b : self.checkData(index, w, w.expression()))
Benjamin Jakimow's avatar
Benjamin Jakimow committed

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

                elif cname == model.cnSensor:
                    w = QComboBox(parent=parent)
                    m = SensorListModel(self.mTimeSeries)
Benjamin Jakimow's avatar
Benjamin Jakimow committed
                    w.setModel(m)

                elif cname == model.cnTemporalProfile:
                    w = QComboBox(parent=parent)
                    w.setModel(self.mTemporalProfileListModel)
Benjamin Jakimow's avatar
Benjamin Jakimow committed
                else:
                    raise NotImplementedError()
    def checkData(self, index, w, value):
        assert isinstance(index, QModelIndex)
        model = self.mTableView.model()
        if index.isValid() and isinstance(model, PlotSettingsModel2D):
            plotStyle = model.idx2plotStyle(index)
            assert isinstance(plotStyle, TemporalProfile2DPlotStyle)
            if isinstance(w, QgsFieldExpressionWidget):
                assert value == w.expression()
                assert w.isExpressionValid(value) == 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)
        model = self.mTableView.model()
Benjamin Jakimow's avatar
Benjamin Jakimow committed

        w = None
        if index.isValid() and isinstance(model, PlotSettingsModel2D):
Benjamin Jakimow's avatar
Benjamin Jakimow committed
            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)
        model = self.mTableView.model()
        if index.isValid() and isinstance(model, PlotSettingsModel2D):
Benjamin Jakimow's avatar
Benjamin Jakimow committed
            if cname == model.cnExpression:
                assert isinstance(w, QgsFieldExpressionWidget)
                expr = w.asExpression()
                exprLast = model.data(index, Qt.DisplayRole)
Benjamin Jakimow's avatar
Benjamin Jakimow committed
                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.EditRole)
Benjamin Jakimow's avatar
Benjamin Jakimow committed

            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)
Benjamin Jakimow's avatar
Benjamin Jakimow committed
                model.setData(index, TP, Qt.EditRole)

            else:
                raise NotImplementedError()

class PlotSettingsModel3DWidgetDelegate(QStyledItemDelegate):
    """

    """
    def __init__(self, tableView, timeSeries, temporalProfileListModel, parent=None):
        assert isinstance(tableView, QTableView)
        assert isinstance(timeSeries, TimeSeries)
        assert isinstance(temporalProfileListModel, TemporalProfileCollectionListModel)
        super(PlotSettingsModel3DWidgetDelegate, self).__init__(parent=parent)
        self._preferedSize = QgsFieldExpressionWidget().sizeHint()
        self.mTableView = tableView
        self.mTimeSeries = timeSeries
        self.mTemporalProfileListModel = temporalProfileListModel
        self.mSensorLayers = {}
        self.mTemporalProfileListModel.dataChanged.connect(self.updateComboBoxes)
        self.mTimeSeries.sigSensorRemoved.connect(self.updateComboBoxes)



    def updateComboBoxes(self):

        # assert isinstance(cb, QComboBox)

        s = ""




    def setItemDelegates(self, tableView):
        assert isinstance(tableView, QTableView)
        model = tableView.model()
        assert isinstance(model, PlotSettingsModel3D)
        for c in [model.cnSensor, model.cnExpression, model.cnStyle, model.cnTemporalProfile]:
            i = model.columnNames.index(c)
            tableView.setItemDelegateForColumn(i, self)

    def getColumnName(self, index):
        assert index.isValid()
        model = index.model()
        assert isinstance(model, PlotSettingsModel3D)
        return model.columnNames[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)
        model = self.mTableView.model()
        w = None
        if index.isValid() and isinstance(model, PlotSettingsModel3D):
            plotStyle = model.idx2plotStyle(index)
            if isinstance(plotStyle, TemporalProfile3DPlotStyle):
                if cname == model.cnExpression:
                    w = QgsFieldExpressionWidget(parent=parent)
                    w.setExpression(plotStyle.expression())
                    w.setLayer(self.exampleLyr(plotStyle.sensor()))
                    def onSensorAdded(s):
                        w.setLayer(self.exampleLyr(s))
                    #plotStyle.sigSensorChanged.connect(lambda s : w.setLayer(self.exampleLyr(s)))
                    plotStyle.sigSensorChanged.connect(onSensorAdded)
                    w.setExpressionDialogTitle('Values')
                    w.setToolTip('Set an expression to specify the image band or calculate a spectral index.')
                    w.fieldChanged[str,bool].connect(lambda n, b : self.checkData(index, w, w.expression()))

                elif cname == model.cnStyle:
                    w = TemporalProfile3DPlotStyleButton(parent=parent)
                    w.setPlotStyle(plotStyle)
                    w.setToolTip('Set plot style')
                    w.sigPlotStyleChanged.connect(lambda: self.checkData(index, w, w.plotStyle()))
                elif cname == model.cnSensor:
                    w = QComboBox(parent=parent)
                    m = SensorListModel(self.mTimeSeries)
                    w.setModel(m)

                elif cname == model.cnTemporalProfile:
                    w = QComboBox(parent=parent)
                    w.setModel(self.mTemporalProfileListModel)
                else:
                    raise NotImplementedError()
    def exampleLyr(self, sensor):

        if sensor not in self.mSensorLayers.keys():
            crs = QgsCoordinateReferenceSystem('EPSG:4862')
            uri = 'Point?crs={}'.format(crs.authid())
            lyr = QgsVectorLayer(uri, 'LOCATIONS', 'memory')
            assert sensor is None or isinstance(sensor, SensorInstrument)

            f = sensorExampleQgsFeature(sensor, singleBandOnly=True)
            assert isinstance(f, QgsFeature)
            assert lyr.startEditing()
            for field in f.fields():
                lyr.addAttribute(field)
            lyr.addFeature(f)
            lyr.commitChanges()
            self.mSensorLayers[sensor] = lyr
        return self.mSensorLayers[sensor]

    def checkData(self, index, w, value):
        assert isinstance(index, QModelIndex)
        model = self.mTableView.model()
        if index.isValid() and isinstance(model, PlotSettingsModel3D):
            plotStyle = model.idx2plotStyle(index)
            assert isinstance(plotStyle, TemporalProfile3DPlotStyle)
            if isinstance(w, QgsFieldExpressionWidget):
                assert value == w.expression()
                assert w.isExpressionValid(value) == w.isValidExpression()

                if w.isValidExpression():
                    self.commitData.emit(w)
                else:
                    s = ""
                    #print(('Delegate commit failed',w.asExpression()))
            if isinstance(w, TemporalProfile3DPlotStyleButton):
                self.commitData.emit(w)

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

        w = None
        if index.isValid() and isinstance(model, PlotSettingsModel3D):
            cname = self.getColumnName(index)
            style = model.idx2plotStyle(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:
                assert isinstance(editor, TemporalProfile3DPlotStyleButton)
                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)
        model = self.mTableView.model()

        if index.isValid() and isinstance(model, PlotSettingsModel3D):
            if cname == model.cnExpression:
                assert isinstance(w, QgsFieldExpressionWidget)
                expr = w.asExpression()
                exprLast = model.data(index, Qt.DisplayRole)

                if w.isValidExpression() and expr != exprLast:
                    model.setData(index, w.asExpression(), Qt.EditRole)

            elif cname == model.cnStyle:
                assert isinstance(w, TemporalProfile3DPlotStyleButton)
                model.setData(index, w.plotStyle(), Qt.EditRole)

            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()


Benjamin Jakimow's avatar
Benjamin Jakimow committed
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()

Benjamin Jakimow's avatar
Benjamin Jakimow committed

class PlotSettingsModel3D(QAbstractTableModel):

    #sigSensorAdded = pyqtSignal(SensorPlotSettings)
    sigVisibilityChanged = pyqtSignal(TemporalProfile2DPlotStyle)
    sigPlotStylesAdded = pyqtSignal(list)
    sigPlotStylesRemoved = pyqtSignal(list)

    def __init__(self, parent=None, *args):

        #assert isinstance(tableView, QTableView)

        super(PlotSettingsModel3D, self).__init__(parent=parent)
        self.mTimeSeries = None
        self.cnID = 'ID'
        self.cnExpression = LABEL_EXPRESSION_3D
        self.cnTemporalProfile = 'Coordinate'
        self.cnSensor = 'Sensor'
        self.columnNames = [self.cnTemporalProfile, self.cnSensor, self.cnStyle, self.cnExpression]
        self.mPlotSettings = []
        #assert isinstance(plotWidget, DateTimePlotWidget)

        self.sortColumnIndex = 0
        self.sortOrder = Qt.AscendingOrder


        self.sort(0, Qt.AscendingOrder)

    def hasStyleForSensor(self, sensor):
        assert isinstance(sensor, SensorInstrument)
        for plotStyle in self.mPlotSettings:
            assert isinstance(plotStyle, TemporalProfile3DPlotStyle)
            if plotStyle.sensor() == sensor:
                return True
        return False



    def onSensorRemoved(self, sensor):
        assert isinstance(sensor, SensorInstrument)
        self.removePlotStyles([s for s in self.mPlotSettings if s.sensor() == sensor])


    def __len__(self):
        return len(self.mPlotSettings)

    def __iter__(self):
        return iter(self.mPlotSettings)

    def __getitem__(self, slice):
        return self.mPlotSettings[slice]

    def __contains__(self, item):
        return item in self.mPlotSettings


    def columnIndex(self, name):
        return self.columnNames.index(name)


    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, TemporalProfile3DPlotStyle):
            plotStyles = [plotStyles]
        assert isinstance(plotStyles, list)
        for plotStyle in plotStyles:
            assert isinstance(plotStyle, TemporalProfile3DPlotStyle)

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

        if len(plotStyles) > 0:
            self.beginInsertRows(QModelIndex(), i, i + len(plotStyles)-1)
            for j, plotStyle in enumerate(plotStyles):
                assert isinstance(plotStyle, TemporalProfile3DPlotStyle)
                self.mPlotSettings.insert(i+j, plotStyle)
            self.endInsertRows()
            self.sigPlotStylesAdded.emit(plotStyles)

    def removePlotStyles(self, plotStyles):
        """
        Removes PlotStyle instances
        :param plotStyles: TemporalProfilePlotStyle | [list-of-TemporalProfilePlotStyle]
        """
        if isinstance(plotStyles, TemporalProfile3DPlotStyle):
            plotStyles = [plotStyles]
        assert isinstance(plotStyles, list)

        if len(plotStyles) > 0:
            for plotStyle in plotStyles:
                assert isinstance(plotStyle, TemporalProfile3DPlotStyle)
                if plotStyle in self.mPlotSettings:
                    idx = self.plotStyle2idx(plotStyle)
                    self.beginRemoveRows(QModelIndex(), idx.row(),idx.row())
                    self.mPlotSettings.remove(plotStyle)
                    self.endRemoveRows()
            self.sigPlotStylesRemoved.emit(plotStyles)

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


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

        #self.beginMoveRows(idxSrc,

        if colName == self.cnSensor:
            self.mPlotSettings.sort(key = lambda sv:sv.sensor().name(), reverse=r)

    def rowCount(self, parent = QModelIndex()):
        return len(self.mPlotSettings)


    def removeRows(self, row, count , parent = QModelIndex()):

        self.beginRemoveRows(parent, row, row + count-1)

        toRemove = self.mPlotSettings[row:row + count]

        for tsd in toRemove:
            self.mPlotSettings.remove(tsd)

        self.endRemoveRows()

    def plotStyle2idx(self, plotStyle):

        assert isinstance(plotStyle, TemporalProfile3DPlotStyle)

        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()):
        return len(self.columnNames)

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

        value = None
        columnName = self.columnNames[index.column()]
        plotStyle = self.idx2plotStyle(index)
        if isinstance(plotStyle, TemporalProfile3DPlotStyle):
            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:
                    tp = plotStyle.temporalProfile()
                    if isinstance(tp, TemporalProfile):
                        value = tp.name()
                    else:
                        value = 'undefined'

            elif role == Qt.EditRole:
                if columnName == self.cnExpression:
                    value = plotStyle.expression()

            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.cnStyle:
                    value = plotStyle
                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))
        columnName = self.columnNames[index.column()]

        if value is None:
            return False

        result = False
        plotStyle = self.idx2plotStyle(index)
        if isinstance(plotStyle, TemporalProfile3DPlotStyle):
            if role in [Qt.DisplayRole]:
                if columnName == self.cnExpression and isinstance(value, str):
                    plotStyle.setExpression(value)
                    result = True
                elif columnName == self.cnStyle:
                    if isinstance(value, PlotStyle):
                        plotStyle.copyFrom(value)
                        result = True

            if role == Qt.CheckStateRole:
                if columnName == self.cnTemporalProfile:
                    plotStyle.setVisibility(value == Qt.Checked)
                    result = True

            if role == Qt.EditRole:
                if columnName == self.cnSensor:
                    plotStyle.setSensor(value)
                    result = True
                elif columnName == self.cnExpression:
                    plotStyle.setExpression(value)
                    result = True
                elif columnName == self.cnTemporalProfile:
                    plotStyle.setTemporalProfile(value)
                    result = True
                elif columnName == self.cnStyle:
                    #set the style and trigger an update
                    lastItemType = plotStyle.itemType()
                    lastExpression = plotStyle.expression()
                    plotStyle.copyFrom(value)

                    if lastItemType != plotStyle.itemType() or \
                        lastExpression != plotStyle.expression():
                        plotStyle.updateDataProperties()
                    else:
                        plotStyle.updateStyleProperties()


        return result


    def flags(self, index):
        if index.isValid():
            stype = self.idx2plotStyle(index)
            columnName = self.columnNames[index.column()]
            flags = Qt.ItemIsEnabled | Qt.ItemIsSelectable
            if columnName in [self.cnTemporalProfile]:
                flags = flags | Qt.ItemIsUserCheckable
            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:
            return self.columnNames[col]
        elif orientation == Qt.Vertical and role == Qt.DisplayRole:
            return col
        return None


class PlotSettingsModel2D(QAbstractTableModel):
Benjamin Jakimow's avatar
Benjamin Jakimow committed
    #sigSensorAdded = pyqtSignal(SensorPlotSettings)
    sigVisibilityChanged = pyqtSignal(TemporalProfile2DPlotStyle)
    sigDataChanged = pyqtSignal(TemporalProfile2DPlotStyle)
    sigPlotStylesAdded = pyqtSignal(list)
    sigPlotStylesRemoved = pyqtSignal(list)
Benjamin Jakimow's avatar
Benjamin Jakimow committed

    def __init__(self, parent=None, *args):

        #assert isinstance(tableView, QTableView)

        super(PlotSettingsModel2D, self).__init__(parent=parent)
        #assert isinstance(temporalProfileCollection, TemporalProfileCollection)
Benjamin Jakimow's avatar
Benjamin Jakimow committed

        self.cnID = 'ID'
        self.cnExpression = LABEL_EXPRESSION_2D
        self.cnTemporalProfile = 'Coordinate'
        self.columnNames = [self.cnTemporalProfile, self.cnSensor, self.cnStyle, self.cnExpression]
Benjamin Jakimow's avatar
Benjamin Jakimow committed

        self.mPlotSettings = []
        #assert isinstance(plotWidget, DateTimePlotWidget)
        #self.mPlotWidget = plotWidget
        self.sortColumnIndex = 0
        self.sortOrder = Qt.AscendingOrder
        #assert isinstance(self.tpCollection.TS, TimeSeries)
Benjamin Jakimow's avatar
Benjamin Jakimow committed
        #self.tpCollection.TS.sigSensorAdded.connect(self.addPlotItem)
        #self.tpCollection.TS.sigSensorRemoved.connect(self.removeSensor)

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

Benjamin Jakimow's avatar
Benjamin Jakimow committed
    def __len__(self):
        return len(self.mPlotSettings)
Benjamin Jakimow's avatar
Benjamin Jakimow committed
    def __iter__(self):
        return iter(self.mPlotSettings)
Benjamin Jakimow's avatar
Benjamin Jakimow committed
    def __getitem__(self, slice):
        return self.mPlotSettings[slice]
Benjamin Jakimow's avatar
Benjamin Jakimow committed
    def __contains__(self, item):
        return item in self.mPlotSettings
Benjamin Jakimow's avatar
Benjamin Jakimow committed
    def testSlot(self, *args):
        print(('TESTSLOT', args))
Benjamin Jakimow's avatar
Benjamin Jakimow committed
    def columnIndex(self, name):
        return self.columnNames.index(name)
Benjamin Jakimow's avatar
Benjamin Jakimow committed
    def signaler(self, idxUL, idxLR):
        if idxUL.isValid():
Benjamin Jakimow's avatar
Benjamin Jakimow committed
            plotStyle = self.idx2plotStyle(idxUL)
            cname = self.columnNames[idxUL.column()]
Benjamin Jakimow's avatar
Benjamin Jakimow committed
            if cname in [self.cnSensor,self.cnStyle]:
                self.sigVisibilityChanged.emit(plotStyle)
            if cname in [self.cnExpression]:
                self.sigDataChanged.emit(plotStyle)
Benjamin Jakimow's avatar
Benjamin Jakimow committed
    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)
Benjamin Jakimow's avatar
Benjamin Jakimow committed
        for p in [p for p in self.mPlotSettings if p.sensor() == sensor]:
            assert isinstance(p, TemporalProfile2DPlotStyle)
Benjamin Jakimow's avatar
Benjamin Jakimow committed
            expression = p.expression()
            #remove leading & tailing "
            bandKeys = regBandKey.findall(expression)
            for bandIndex in [bandKey2bandIndex(key) for key in bandKeys]:
Benjamin Jakimow's avatar
Benjamin Jakimow committed
                bandIndices.add(bandIndex)
Benjamin Jakimow's avatar
Benjamin Jakimow committed
        return bandIndices
Benjamin Jakimow's avatar
Benjamin Jakimow committed
    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, TemporalProfile2DPlotStyle):
Benjamin Jakimow's avatar
Benjamin Jakimow committed
            plotStyles = [plotStyles]
        assert isinstance(plotStyles, list)
        for plotStyle in plotStyles:
            assert isinstance(plotStyle, TemporalProfile2DPlotStyle)
Benjamin Jakimow's avatar
Benjamin Jakimow committed
        if i is None:
            i = len(self.mPlotSettings)
        if len(plotStyles) > 0:
            self.beginInsertRows(QModelIndex(), i, i + len(plotStyles)-1)
            for j, plotStyle in enumerate(plotStyles):
                assert isinstance(plotStyle, TemporalProfile2DPlotStyle)
                self.mPlotSettings.insert(i+j, plotStyle)
            self.endInsertRows()
            self.sigPlotStylesAdded.emit(plotStyles)
Benjamin Jakimow's avatar
Benjamin Jakimow committed
    def removePlotStyles(self, plotStyles):
        """
        Removes PlotStyle instances
        :param plotStyles: TemporalProfilePlotStyle | [list-of-TemporalProfilePlotStyle]
        """
        if isinstance(plotStyles, PlotStyle):
            plotStyles = [plotStyles]
        assert isinstance(plotStyles, list)

        if len(plotStyles) > 0:
            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()
            self.sigPlotStylesRemoved.emit(plotStyles)

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


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

        #self.beginMoveRows(idxSrc,

Benjamin Jakimow's avatar
Benjamin Jakimow committed
        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)
Benjamin Jakimow's avatar
Benjamin Jakimow committed
    def rowCount(self, parent = QModelIndex()):
        return len(self.mPlotSettings)
Benjamin Jakimow's avatar
Benjamin Jakimow committed
    def removeRows(self, row, count , parent = QModelIndex()):
Benjamin Jakimow's avatar
Benjamin Jakimow committed
        self.beginRemoveRows(parent, row, row + count-1)
Benjamin Jakimow's avatar
Benjamin Jakimow committed
        toRemove = self.mPlotSettings[row:row + count]
Benjamin Jakimow's avatar
Benjamin Jakimow committed
            self.mPlotSettings.remove(tsd)

Benjamin Jakimow's avatar
Benjamin Jakimow committed
    def plotStyle2idx(self, plotStyle):
        assert isinstance(plotStyle, TemporalProfile2DPlotStyle)
Benjamin Jakimow's avatar
Benjamin Jakimow committed
        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()):
        return len(self.columnNames)

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

        value = None
        columnName = self.columnNames[index.column()]
Benjamin Jakimow's avatar
Benjamin Jakimow committed
        plotStyle = self.idx2plotStyle(index)
        if isinstance(plotStyle, TemporalProfile2DPlotStyle):
Benjamin Jakimow's avatar
Benjamin Jakimow committed
            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:
                    tp = plotStyle.temporalProfile()
                    if isinstance(tp, TemporalProfile):
                        value = tp.name()
                    else:
                        value = 'undefined'
Benjamin Jakimow's avatar
Benjamin Jakimow committed

            #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))
        columnName = self.columnNames[index.column()]
Benjamin Jakimow's avatar
Benjamin Jakimow committed
        result = False
        plotStyle = self.idx2plotStyle(index)
        if isinstance(plotStyle, TemporalProfile2DPlotStyle):
            if role in [Qt.DisplayRole]:
Benjamin Jakimow's avatar
Benjamin Jakimow committed
                if columnName == self.cnExpression:
                    plotStyle.setExpression(value)
Benjamin Jakimow's avatar
Benjamin Jakimow committed
                    result = True
                elif columnName == self.cnStyle:
                    if isinstance(value, PlotStyle):
                        plotStyle.copyFrom(value)
Benjamin Jakimow's avatar
Benjamin Jakimow committed
                        result = True

            if role == Qt.CheckStateRole:
                if columnName == self.cnTemporalProfile:
                    plotStyle.setVisibility(value == Qt.Checked)
Benjamin Jakimow's avatar
Benjamin Jakimow committed
            if role == Qt.EditRole:
                if columnName == self.cnExpression:
                    plotStyle.setExpression(value)
Benjamin Jakimow's avatar
Benjamin Jakimow committed
                    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
Benjamin Jakimow's avatar
Benjamin Jakimow committed
            self.savePlotSettings(plotStyle, index='DEFAULT')
            self.dataChanged.emit(index, index)

        return result

    def savePlotSettings(self, sensorPlotSettings, index='DEFAULT'):
Benjamin Jakimow's avatar
Benjamin Jakimow committed
        return
        #todo
        assert isinstance(sensorPlotSettings, TemporalProfile2DPlotStyle)
Benjamin Jakimow's avatar
Benjamin Jakimow committed
        #todo: avoid dumps
        id = 'SPS.{}.{}'.format(index, sensorPlotSettings.sensor().id())
        d = pickle.dumps(sensorPlotSettings)
        SETTINGS.setValue(id, d)

    def restorePlotSettings(self, sensor, index='DEFAULT'):
Benjamin Jakimow's avatar
Benjamin Jakimow committed
        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
        if isinstance(sensorPlotSettings, TemporalProfile2DPlotStyle):
            return sensorPlotSettings
    def flags(self, index):
        if index.isValid():
            columnName = self.columnNames[index.column()]
            flags = Qt.ItemIsEnabled | Qt.ItemIsSelectable
Benjamin Jakimow's avatar
Benjamin Jakimow committed
            if columnName in [self.cnTemporalProfile]:
                flags = flags | Qt.ItemIsUserCheckable
Benjamin Jakimow's avatar
Benjamin Jakimow committed
            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:
            return self.columnNames[col]
        elif orientation == Qt.Vertical and role == Qt.DisplayRole:
            return col
        return None



Benjamin Jakimow's avatar
Benjamin Jakimow committed
class ProfileViewDockUI(QgsDockWidget, loadUI('profileviewdock.ui')):
    def __init__(self, parent=None):
        super(ProfileViewDockUI, self).__init__(parent)
        self.setupUi(self)
Benjamin Jakimow's avatar
Benjamin Jakimow committed
        #self.line.setVisible(False)
        #self.listWidget.setVisible(False)
        self.baseTitle = self.windowTitle()
        self.stackedWidget.currentChanged.connect(self.onStackPageChanged)
        self.stackedWidget.setCurrentWidget(self.page2D)
        self.plotWidget3D = None
        self.plotWidget3DMPL = None
        self.init3DWidgets('gl')
        #pi = self.plotWidget2D.plotItem
        #ax = DateAxis(orientation='bottom', showValues=True)
        #pi.layout.addItem(ax, 3,2)
        self.progressBar.setMinimum(0)
        self.progressBar.setMaximum(100)
        self.progressBar.setValue(0)
        self.progressInfo.setText('')
        self.pxViewModel2D = None
        self.pxViewModel3D = None
Benjamin Jakimow's avatar
Benjamin Jakimow committed
        self.tableView2DProfiles.horizontalHeader().setResizeMode(QHeaderView.ResizeToContents)
        self.tableView2DProfiles.setSortingEnabled(True)
        self.tableViewTemporalProfiles.horizontalHeader().setResizeMode(QHeaderView.ResizeToContents)
        self.tableViewTemporalProfiles.setSortingEnabled(True)
        self.menuTPSaveOptions = QMenu()
        self.menuTPSaveOptions.addAction(self.actionSaveTPCoordinates)
        self.menuTPSaveOptions.addAction(self.actionSaveTPCSV)
        self.menuTPSaveOptions.addAction(self.actionSaveTPVector)
        self.btnSaveTemporalProfiles.setMenu(self.menuTPSaveOptions)

    def init3DWidgets(self, mode):
        assert mode in ['gl']
        if OPENGL_AVAILABLE and mode == 'gl':

            from timeseriesviewer.temporalprofiles3dGL import ViewWidget3D
            self.plotWidget3D = ViewWidget3D(parent=self.frame3DPlot)
            self.plotWidget3D.setObjectName('plotWidget3D')

            size = self.labelDummy3D.size()
            l.addWidget(self.plotWidget3D)
            self.plotWidget3D.setSizePolicy(self.labelDummy3D.sizePolicy())
            self.labelDummy3D.setVisible(False)
            l.removeWidget(self.labelDummy3D)
            self.plotWidget3D.setBaseSize(size)
            self.splitter3D.setSizes([100, 100])
        else:
            self.frameSettings3D.setEnabled(False)
    def onStackPageChanged(self, i):
        w = self.stackedWidget.currentWidget()
        title = self.baseTitle
        if w == self.page2D:
            title = '{} | 2D'.format(title)
            title = '{} | 3D (experimental!)'.format(title)
            title = '{} | Coordinates'.format(title)
NEXT_COLOR_HUE_DELTA_CON = 10
NEXT_COLOR_HUE_DELTA_CAT = 100
def nextColor(color, mode='cat'):
    """
    Returns another color
    :param color: the previous color
    :param mode: 'cat' - for categorical color jump (next color looks pretty different to previous)
                 'con' - for continuous color jump (next color looks similar to previous)
    :return:
    """
    assert mode in ['cat','con']
    assert isinstance(color, QColor)
    hue, sat, value, alpha = color.getHsl()
    if mode == 'cat':
        hue += NEXT_COLOR_HUE_DELTA_CAT
    elif mode == 'con':
        hue += NEXT_COLOR_HUE_DELTA_CON
    if sat == 0:
        sat = 255
        value = 128
        alpha = 255
    return QColor.fromHsl(hue, sat, value, alpha)
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(ui, ProfileViewDockUI), 'arg ui of type: {} {}'.format(type(ui), str(ui))
        import timeseriesviewer.pixelloader
        if DEBUG:
            timeseriesviewer.pixelloader.DEBUG = True

        #the timeseries. will be set later
Benjamin Jakimow's avatar
Benjamin Jakimow committed
        self.TS = None
        self.plot_initialized = False
        self.plot2D = ui.plotWidget2D
        self.plot2D.getViewBox().sigMoveToDate.connect(self.sigMoveToDate)
        self.plot3D = ui.plotWidget3D
        # temporal profile collection to store loaded values
Benjamin Jakimow's avatar
Benjamin Jakimow committed
        self.tpCollection = TemporalProfileCollection()
        self.tpCollection.setMaxProfiles(self.ui.sbMaxTP.value())
        self.tpCollection.sigTemporalProfilesAdded.connect(self.onTemporalProfilesAdded)
Benjamin Jakimow's avatar
Benjamin Jakimow committed
        self.tpCollectionListModel = TemporalProfileCollectionListModel(self.tpCollection)
Benjamin Jakimow's avatar
Benjamin Jakimow committed

Benjamin Jakimow's avatar
Benjamin Jakimow committed
        self.ui.tableViewTemporalProfiles.setModel(self.tpCollection)
        self.ui.tableViewTemporalProfiles.selectionModel().selectionChanged.connect(self.onTemporalProfileSelectionChanged)
        self.ui.tableViewTemporalProfiles.horizontalHeader().setResizeMode(QHeaderView.ResizeToContents)
        self.ui.tableViewTemporalProfiles.contextMenuEvent = self.onTemporalProfilesContextMenu
        # pixel loader to load pixel values in parallel
        self.pixelLoader = PixelLoader()
        self.pixelLoader.sigPixelLoaded.connect(self.onPixelLoaded)
        self.pixelLoader.sigLoadingStarted.connect(lambda: self.ui.progressInfo.setText('Start loading...'))
        #self.pixelLoader.sigLoadingStarted.connect(self.tpCollection.prune)
        self.pixelLoader.sigLoadingFinished.connect(lambda : self.plot2D.enableAutoRange('x', False))

        #set the plot models for 2D
        self.plotSettingsModel2D = PlotSettingsModel2D()
        self.ui.tableView2DProfiles.setModel(self.plotSettingsModel2D)
        self.ui.tableView2DProfiles.setSortingEnabled(False)
        self.ui.tableView2DProfiles.selectionModel().selectionChanged.connect(self.onPlot2DSelectionChanged)
        self.ui.tableView2DProfiles.horizontalHeader().setResizeMode(QHeaderView.ResizeToContents)
        self.delegateTableView2D = None #wil be set with connecting the TimeSeries
        self.plotSettingsModel2D.sigDataChanged.connect(self.requestUpdate)
        self.plotSettingsModel2D.rowsInserted.connect(self.onRowsInserted2D)

        # set the plot models for 3D
        self.plotSettingsModel3D = PlotSettingsModel3D()
        self.ui.tableView3DProfiles.setModel(self.plotSettingsModel3D)
        self.ui.tableView3DProfiles.setSortingEnabled(False)
        self.ui.tableView2DProfiles.selectionModel().selectionChanged.connect(self.onPlot3DSelectionChanged)
        self.ui.tableView3DProfiles.horizontalHeader().setResizeMode(QHeaderView.ResizeToContents)
        self.plotSettingsModel3D.rowsInserted.connect(self.onRowsInserted3D)
        self.delegateTableView3D = None #will be set with connecting the TimeSeries

        self.reset3DCamera()

        def onTemporalProfilesRemoved(removedProfiles):
            #set to valid temporal profile

            affectedStyles2D = [p for p in self.plotSettingsModel2D if p.temporalProfile() in removedProfiles]
            affectedStyles3D = [p for p in self.plotSettingsModel3D if p.temporalProfile() in removedProfiles]
            alternativeProfile = self.tpCollection[-1] if len(self.tpCollection) > 0 else None
            for s in affectedStyles2D:
                assert isinstance(s, TemporalProfile2DPlotStyle)
                m = self.plotSettingsModel2D
                idx = m.plotStyle2idx(s)
                idx = m.createIndex(idx.row(), m.columnNames.index(m.cnTemporalProfile))
                m.setData(idx, alternativeProfile, Qt.EditRole)

            for s in affectedStyles3D:
                assert isinstance(s, TemporalProfile3DPlotStyle)
                m = self.plotSettingsModel3D
                idx = m.plotStyle2idx(s)
                idx = m.createIndex(idx.row(), m.columnNames.index(m.cnTemporalProfile))
                m.setData(idx, alternativeProfile, Qt.EditRole)

        self.tpCollection.sigTemporalProfilesRemoved.connect(onTemporalProfilesRemoved)

        # remove / add plot style
        def on2DPlotStyleRemoved(plotStyles):
            for plotStyle in plotStyles:
                assert isinstance(plotStyle, PlotStyle)
                for pi in plotStyle.mPlotItems:
                    self.plot2D.getPlotItem().removeItem(pi)
Benjamin Jakimow's avatar
Benjamin Jakimow committed

        def on3DPlotStyleRemoved(plotStyles):
            toRemove = []
            for plotStyle in plotStyles:
                assert isinstance(plotStyle, TemporalProfile3DPlotStyle)
                toRemove.append(plotStyle.mPlotItems)
            self.plot3D.removeItems(toRemove)

Benjamin Jakimow's avatar
Benjamin Jakimow committed
        def onMaxProfilesChanged(n):
            v = self.ui.sbMaxTP.value()
            if v != n:
                self.ui.sbMaxTP.setValue(n)

        self.tpCollection.sigMaxProfilesChanged.connect(onMaxProfilesChanged)
        self.tpCollection.setMaxProfiles(SETTINGS.value('max_temporalprofiles',64))



        self.plotSettingsModel2D.sigPlotStylesRemoved.connect(on2DPlotStyleRemoved)
        self.plotSettingsModel3D.sigPlotStylesRemoved.connect(on3DPlotStyleRemoved)
        #initialize the update loop
Benjamin Jakimow's avatar
Benjamin Jakimow committed
        self.updateRequested = True
        self.updateTimer = QTimer(self)
        self.updateTimer.timeout.connect(self.onDataUpdate)
        self.updateTimer.start(2000)
Benjamin Jakimow's avatar
Benjamin Jakimow committed

        self.sigMoveToDate.connect(self.onMoveToDate)

Benjamin Jakimow's avatar
Benjamin Jakimow committed
        self.initActions()

    def onTemporalProfilesContextMenu(self, event):
        assert isinstance(event, QContextMenuEvent)
        tableView = self.ui.tableViewTemporalProfiles
Benjamin Jakimow's avatar
Benjamin Jakimow committed
        selectionModel = self.ui.tableViewTemporalProfiles.selectionModel()
        assert isinstance(selectionModel, QItemSelectionModel)

        model = self.ui.tableViewTemporalProfiles.model()
        assert isinstance(model, TemporalProfileCollection)
Benjamin Jakimow's avatar
Benjamin Jakimow committed

        temporalProfiles = []

        if len(selectionModel.selectedIndexes()) > 0:
            for idx in selectionModel.selectedIndexes():
                tp = model.idx2tp(idx)
                if isinstance(tp, TemporalProfile) and not tp in temporalProfiles:
                    temporalProfiles.append(tp)
Benjamin Jakimow's avatar
Benjamin Jakimow committed
        else:
            temporalProfiles = model[:]

        spatialPoints = [tp.coordinate() for tp in temporalProfiles]


        menu = QMenu()

        a = menu.addAction('Load missing')
        a.setToolTip('Loads missing band-pixels.')
Benjamin Jakimow's avatar
Benjamin Jakimow committed
        a.triggered.connect(lambda : self.loadCoordinate(spatialPoints=spatialPoints, mode='all'))
        s = ""

        a = menu.addAction('Reload')
        a.setToolTip('Reloads all band-pixels.')
Benjamin Jakimow's avatar
Benjamin Jakimow committed
        a.triggered.connect(lambda: self.loadCoordinate(spatialPoints=spatialPoints, mode='reload'))

        menu.popup(tableView.viewport().mapToGlobal(event.pos()))
        self.menu = menu

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

        self.delegateTableView2D = PlotSettingsModel2DWidgetDelegate(self.ui.tableView2DProfiles, self.TS, self.tpCollectionListModel)
        self.delegateTableView2D.setItemDelegates(self.ui.tableView2DProfiles)

        self.delegateTableView3D = PlotSettingsModel3DWidgetDelegate(self.ui.tableView3DProfiles, self.TS, self.tpCollectionListModel)
        self.delegateTableView3D.setItemDelegates(self.ui.tableView3DProfiles)

    def selected2DPlotStyles(self):
        result = []

        m = self.ui.tableView2DProfiles.model()
        for idx in selectedModelIndices(self.ui.tableView2DProfiles):
            result.append(m.idx2plotStyle(idx))
        return result

    def selectedTemporalProfiles(self):
        result = []
        m = self.ui.tableViewTemporalProfiles.model()
        for idx in selectedModelIndices(self.ui.tableViewTemporalProfiles):
            result.append(m.idx2tp(idx))
        return result

    def removePlotStyles2D(self, plotStyles):
        m = self.ui.tableView2DProfiles.model()
        if isinstance(m, PlotSettingsModel2D):
            m.removePlotStyles(plotStyles)

    def removeTemporalProfiles(self, temporalProfiles):
        m = self.ui.tableViewTemporalProfiles.model()
        if isinstance(m, TemporalProfileCollection):
            m.removeTemporalProfiles(temporalProfiles)

    def createNewPlotStyle2D(self):
Benjamin Jakimow's avatar
Benjamin Jakimow committed
        l = len(self.tpCollection)
        plotStyle = TemporalProfile2DPlotStyle()
        plotStyle.sigExpressionUpdated.connect(self.updatePlot2D)
        sensors = list(self.TS.Sensors.keys())
        if len(sensors) > 0:
            plotStyle.setSensor(sensors[0])
        if len(self.tpCollection) > 0:
            temporalProfile = self.tpCollection[0]
            plotStyle.setTemporalProfile(temporalProfile)


        if len(self.plotSettingsModel2D) > 0:
            lastStyle = self.plotSettingsModel2D[0] #top style in list is the most-recent
            assert isinstance(lastStyle, TemporalProfile2DPlotStyle)
            markerColor = nextColor(lastStyle.markerBrush.color())
            plotStyle.markerBrush.setColor(markerColor)
        self.plotSettingsModel2D.insertPlotStyles([plotStyle], i=0)
        pdi = plotStyle.createPlotItem(self.plot2D)
        assert isinstance(pdi, TemporalProfilePlotDataItem)
        pdi.sigClicked.connect(self.onProfileClicked2D)
        pdi.sigPointsClicked.connect(self.onPointsClicked2D)
        self.plot2D.getPlotItem().addItem(pdi)
        #self.plot2D.getPlotItem().addItem(pg.PlotDataItem(x=[1, 2, 3], y=[1, 2, 3]))
        #plotItem.addDataItem(pdi)
        #plotItem.plot().sigPlotChanged.emit(plotItem)
        self.updatePlot2D()
    def createNewPlotStyle3D(self):
        if not OPENGL_AVAILABLE:
            return
        plotStyle = TemporalProfile3DPlotStyle()
        plotStyle.sigExpressionUpdated.connect(self.updatePlot3D)

        if len(self.tpCollection) > 0:
            temporalProfile = self.tpCollection[0]
            plotStyle.setTemporalProfile(temporalProfile)
            if len(self.plotSettingsModel3D) > 0:
                color = self.plotSettingsModel3D[-1].color()
                plotStyle.setColor(nextColor(color))

        sensors = list(self.TS.Sensors.keys())
        if len(sensors) > 0:
            plotStyle.setSensor(sensors[0])

        self.plotSettingsModel3D.insertPlotStyles([plotStyle], i=0) # latest to the top
        plotItems = plotStyle.createPlotItem()
        self.plot3D.addItems(plotItems)
        #self.updatePlot3D()
Benjamin Jakimow's avatar
Benjamin Jakimow committed

    def onProfileClicked2D(self, pdi):
        if isinstance(pdi, TemporalProfilePlotDataItem):
            sensor = pdi.mPlotStyle.sensor()
            tp = pdi.mPlotStyle.temporalProfile()
            if isinstance(tp, TemporalProfile) and isinstance(sensor, SensorInstrument):
                info = ['Sensor:{}'.format(sensor.name()),
                        'Coordinate:{}, {}'.format(tp.mCoordinate.x(), tp.mCoordinate.y())]
                self.ui.tbInfo2D.setPlainText('\n'.join(info))


    def onPointsClicked2D(self, pdi, spottedItems):
        if isinstance(pdi, TemporalProfilePlotDataItem) and isinstance(spottedItems, list):
            sensor = pdi.mPlotStyle.sensor()
            tp = pdi.mPlotStyle.temporalProfile()
            if isinstance(tp, TemporalProfile) and isinstance(sensor, SensorInstrument):

                info = ['Sensor: {}'.format(sensor.name()),
                        'Coordinate: {}, {}'.format(tp.mCoordinate.x(), tp.mCoordinate.y())]

                for item in spottedItems:
                    pos = item.pos()
                    x = pos.x()
                    y = pos.y()
                    date = num2date(x)
                    info.append('Date: {}\nValue: {}'.format(date, y))

                self.ui.tbInfo2D.setPlainText('\n'.join(info))
Benjamin Jakimow's avatar
Benjamin Jakimow committed

    def onTemporalProfilesAdded(self, profiles):
        self.tpCollection.prune()
        for plotStyle in self.plotSettingsModel3D:
            assert isinstance(plotStyle, TemporalProfilePlotStyleBase)
            if not isinstance(plotStyle.temporalProfile(), TemporalProfile):
                r = self.plotSettingsModel3D.plotStyle2idx(plotStyle).row()
                c = self.plotSettingsModel3D.columnIndex(self.plotSettingsModel3D.cnTemporalProfile)
                idx = self.plotSettingsModel3D.createIndex(r,c)
                self.plotSettingsModel3D.setData(idx, self.tpCollection[0])

    def onTemporalProfileSelectionChanged(self, selected, deselected):
        nSelected = len(selected)
        self.ui.actionRemoveTemporalProfile.setEnabled(nSelected > 0)
        self.ui.btnSaveTemporalProfiles.setEnabled(nSelected > 0)

    def onPlot2DSelectionChanged(self, selected, deselected):

        self.ui.actionRemoveStyle2D.setEnabled(len(selected) > 0)
    def onPlot3DSelectionChanged(self, selected, deselected):

        self.ui.actionRemoveStyle3D.setEnabled(len(selected) > 0)

Benjamin Jakimow's avatar
Benjamin Jakimow committed
    def initActions(self):

        self.ui.actionRemoveStyle2D.setEnabled(False)
        self.ui.actionRemoveTemporalProfile.setEnabled(False)

        self.ui.btnAddStyle2D.setDefaultAction(self.ui.actionAddStyle2D)
        self.ui.btnRemoveStyle2D.setDefaultAction(self.ui.actionRemoveStyle2D)

        self.ui.btnLoadTPFromOgr.setDefaultAction(self.ui.actionLoadTPFromOgr)

        self.ui.btnAddStyle3D.setDefaultAction(self.ui.actionAddStyle3D)
        self.ui.btnRemoveStyle3D.setDefaultAction(self.ui.actionRemoveStyle3D)

        self.ui.actionAddStyle2D.triggered.connect(self.createNewPlotStyle2D)
        self.ui.actionAddStyle3D.triggered.connect(self.createNewPlotStyle3D)

        self.ui.btnRefresh2D.setDefaultAction(self.ui.actionRefresh2D)
        self.ui.btnRefresh3D.setDefaultAction(self.ui.actionRefresh3D)
        self.ui.btnRemoveTemporalProfile.setDefaultAction(self.ui.actionRemoveTemporalProfile)

        self.ui.btnReset2DPlot.setDefaultAction(self.ui.actionReset2DPlot)
        self.ui.btnReset3DCamera.setDefaultAction(self.ui.actionReset3DCamera)

        self.ui.actionRefresh2D.triggered.connect(self.updatePlot2D)
        self.ui.actionRefresh3D.triggered.connect(self.updatePlot3D)
        self.ui.btnLoadProfile1.setDefaultAction(self.ui.actionLoadProfileRequest)
        self.ui.btnLoadProfile2.setDefaultAction(self.ui.actionLoadProfileRequest)
        self.ui.btnLoadProfile3.setDefaultAction(self.ui.actionLoadProfileRequest)


        self.ui.actionRemoveStyle2D.triggered.connect(lambda:self.removePlotStyles2D(self.selected2DPlotStyles()))
        self.ui.actionRemoveTemporalProfile.triggered.connect(lambda :self.removeTemporalProfiles(self.selectedTemporalProfiles()))

        self.ui.actionReset2DPlot.triggered.connect(self.plot2D.resetViewBox)
        self.plot2D.resetTransform()
        self.ui.actionReset3DCamera.triggered.connect(self.reset3DCamera)
        self.tpCollection.sigMaxProfilesChanged.connect(self.ui.sbMaxTP.setValue)
        self.ui.sbMaxTP.valueChanged.connect(self.tpCollection.setMaxProfiles)

        self.ui.actionLoadTPFromOgr.triggered.connect(lambda : self.loadCoordinatesFromOgr(None))
        from timeseriesviewer.temporalprofiles2d import saveTemporalProfiles
        DEF_PATH = None

        self.ui.actionSaveTPCoordinates.triggered.connect(
            lambda: saveTemporalProfiles(self.tpCollection[:],
                    QFileDialog.getSaveFileName(
                        self.ui, 'Save Temporal Profile Coordinates',
                        DEF_PATH, 'ESRI Shapefile (*.shp);;Geopackage (*.gpkg);;Textfile (*.csv *.txt)'
            )
        )

        self.ui.actionSaveTPCSV.triggered.connect(
            lambda: saveTemporalProfiles(self.tpCollection[:],
                                         QFileDialog.getSaveFileName(
                                             self.ui, 'Save Temporal Profiles to Text File.',
                                             DEF_PATH,
                                             'Textfile (*.csv *.txt)'
                                         )
        )


        self.ui.actionSaveTPVector.triggered.connect(
            lambda: saveTemporalProfiles(self.tpCollection[:],
                                         QFileDialog.getSaveFileName(
                                             self.ui, 'Save Temporal Profiles to Vector File.',
                                             DEF_PATH,
                                             'ESRI Shapefile (*.shp);;Geopackage (*.gpkg)'
        #todo: self.ui.actionRemoveStyle2D.triggered.connect(self.plotSettingsModel.createPlotStyle)
Benjamin Jakimow's avatar
Benjamin Jakimow committed

    def loadCoordinatesFromOgr(self, path):
        if path is None:

            filters = QgsProviderRegistry.instance().fileVectorFilters()
            defDir = None
            path, filter = QFileDialog.getOpenFileName(directory=defDir, filter=filters)

        if isinstance(path, str) and len(path) > 0:
            ds = QgsVectorLayer(path)

            extent = self.TS.getMaxSpatialExtent(ds.crs())
Benjamin Jakimow's avatar
Benjamin Jakimow committed
            ds.removeSelection()
Benjamin Jakimow's avatar
Benjamin Jakimow committed
            n = ds.selectedFeatureCount()
            newProfiles = []
            for feature in ds.selectedFeatures():
                assert isinstance(feature, QgsFeature)
                geom = feature.geometry()
                if isinstance(geom, QgsGeometry):
                    point = geom.centroid().constGet()
                    TP = TemporalProfile(self.TS, SpatialPoint(ds.crs(), point))
                    name = ' '.join([str(a) for a in feature.attributes()])
                    TP.setName(name)
Benjamin Jakimow's avatar
Benjamin Jakimow committed
                    if not TP in self.tpCollection:
                        newProfiles.append(TP)
Benjamin Jakimow's avatar
Benjamin Jakimow committed
            if True and len(newProfiles) > 0:
                self.tpCollection.setMaxProfiles(len(self.tpCollection) + len(newProfiles))

Benjamin Jakimow's avatar
Benjamin Jakimow committed
                self.tpCollection.insertTemporalProfiles(newProfiles)
    def reset3DCamera(self, *args):

        if OPENGL_AVAILABLE:
            self.plot3D.resetCamera()

Benjamin Jakimow's avatar
Benjamin Jakimow committed

Benjamin Jakimow's avatar
Benjamin Jakimow committed
    sigMoveToTSD = pyqtSignal(TimeSeriesDatum)
Benjamin Jakimow's avatar
Benjamin Jakimow committed
    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])
Benjamin Jakimow's avatar
Benjamin Jakimow committed

    def onPixelLoaded(self, nDone, nMax, d):
        self.ui.progressBar.setValue(nDone)
        self.ui.progressBar.setMaximum(nMax)

Benjamin Jakimow's avatar
Benjamin Jakimow committed
        assert isinstance(d, PixelLoaderTask)
Benjamin Jakimow's avatar
Benjamin Jakimow committed
        bn = os.path.basename(d.sourcePath)
Benjamin Jakimow's avatar
Benjamin Jakimow committed
        if d.success():

            t = 'Loaded {} pixel from {}.'.format(len(d.resProfiles), bn)
Benjamin Jakimow's avatar
Benjamin Jakimow committed
            self.tpCollection.addPixelLoaderResult(d)
            self.updateRequested = True
Benjamin Jakimow's avatar
Benjamin Jakimow committed
        else:
            t = 'Failed loading from {}.'.format(bn)
            if d.info and d.info != '':
                t += '({})'.format(d.info)
        # QgsApplication.processEvents()
Benjamin Jakimow's avatar
Benjamin Jakimow committed
        self.ui.progressInfo.setText(t)

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

    def onRowsInserted2D(self, parent, start, end):
        model = self.ui.tableView2DProfiles.model()
        if isinstance(model, PlotSettingsModel2D):
Benjamin Jakimow's avatar
Benjamin Jakimow committed
            colExpression = model.columnIndex(model.cnExpression)
            colStyle = model.columnIndex(model.cnStyle)
            while start <= end:
                idxExpr = model.createIndex(start, colExpression)
                idxStyle = model.createIndex(start, colStyle)
                self.ui.tableView2DProfiles.openPersistentEditor(idxExpr)
                self.ui.tableView2DProfiles.openPersistentEditor(idxStyle)
    def onRowsInserted3D(self, parent, start, end):
        model = self.ui.tableView3DProfiles.model()
        if isinstance(model, PlotSettingsModel3D):
            colExpression = model.columnIndex(model.cnExpression)
            colStyle = model.columnIndex(model.cnStyle)
            while start <= end:
                idxStyle = model.createIndex(start, colStyle)
                idxExpr = model.createIndex(start, colExpression)
                self.ui.tableView3DProfiles.openPersistentEditor(idxStyle)
                self.ui.tableView3DProfiles.openPersistentEditor(idxExpr)
    def onObservationClicked(self, plotDataItem, points):
        for p in points:
            tsd = p.data()
            #print(tsd)
Benjamin Jakimow's avatar
Benjamin Jakimow committed

    LOADING_MODES = ['missing','reload','all']
    def loadCoordinate(self, spatialPoints=None, LUT_bandIndices=None, mode='missing'):
        """
        :param spatialPoints: [list-of-geometries] to load pixel values from
        :param LUT_bandIndices: dictionary {sensor:[indices]} with band indices to be loaded per sensor
        :param mode:
        :return:
        """
Benjamin Jakimow's avatar
Benjamin Jakimow committed
        """
        Loads a temporal profile for a single or multiple geometries.
        :param spatialPoints: SpatialPoint | [list-of-SpatialPoints]
        """
        assert mode in SpectralTemporalVisualization.LOADING_MODES

        if not isinstance(self.plotSettingsModel2D, PlotSettingsModel2D):
        #if not self.pixelLoader.isReadyToLoad():
        #    return False
Benjamin Jakimow's avatar
Benjamin Jakimow committed

        assert isinstance(self.TS, TimeSeries)

Benjamin Jakimow's avatar
Benjamin Jakimow committed
        #Get or create the TimeSeriesProfiles which will store the loaded values

        tasks = []
        TPs = []
        theGeometries = []
Benjamin Jakimow's avatar
Benjamin Jakimow committed

        # Define which (new) bands need to be loaded for each sensor
        if LUT_bandIndices is None:
            LUT_bandIndices = dict()
            for sensor in self.TS.Sensors:
                if mode in ['all','reload']:
                    LUT_bandIndices[sensor] = list(range(sensor.nb))
                else:
                    LUT_bandIndices[sensor] = self.plotSettingsModel2D.requiredBandsIndices(sensor)
Benjamin Jakimow's avatar
Benjamin Jakimow committed

        assert isinstance(LUT_bandIndices, dict)
        for sensor in self.TS.Sensors:
            assert sensor in LUT_bandIndices.keys()
Benjamin Jakimow's avatar
Benjamin Jakimow committed

        #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 TP exists for this point, create an empty one
Benjamin Jakimow's avatar
Benjamin Jakimow committed
            if not isinstance(TP, TemporalProfile):
Benjamin Jakimow's avatar
Benjamin Jakimow committed
                TP = TemporalProfile(self.TS, spatialPoint)

                #LIFO - last TP is the first
                self.tpCollection.insertTemporalProfiles(TP, i=0)

                if len(self.tpCollection) == 1:
                    if len(self.plotSettingsModel2D) == 0:
                        self.createNewPlotStyle2D()

                    if len(self.plotSettingsModel3D) == 0:
                        self.createNewPlotStyle3D()
Benjamin Jakimow's avatar
Benjamin Jakimow committed
            TPs.append(TP)
            theGeometries.append(TP.mCoordinate)

Benjamin Jakimow's avatar
Benjamin Jakimow committed
        TP_ids = [TP.mID for TP in TPs]
        #each TSD is a Task
        s = ""
Benjamin Jakimow's avatar
Benjamin Jakimow committed
        #a Task defines which bands are to be loaded
Benjamin Jakimow's avatar
Benjamin Jakimow committed
            #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

            if mode == 'missing':
                missingIndices = set()
                for TP in TPs:
                    assert isinstance(TP, TemporalProfile)
                    need2load = TP.missingBandIndices(tsd, requiredIndices=requiredIndices)
                    missingIndices = missingIndices.union(need2load)
                missingIndices = sorted(list(missingIndices))
            else:
                missingIndices = requiredIndices
Benjamin Jakimow's avatar
Benjamin Jakimow committed
            if len(missingIndices) > 0:
                task = PixelLoaderTask(tsd.pathImg, theGeometries,
                                       bandIndices=missingIndices,
                                       temporalProfileIDs=TP_ids)
                tasks.append(task)
Benjamin Jakimow's avatar
Benjamin Jakimow committed
        if len(tasks) > 0:
            aGoodDefault = 2 if len(self.TS) > 25 else 1

            #self.pixelLoader.setNumberOfProcesses(SETTINGS.value('profileloader_threads', aGoodDefault))
Benjamin Jakimow's avatar
Benjamin Jakimow committed
            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 addData(self, sensorView = None):
            for sv in self.plotSettingsModel2D.items:
            assert isinstance(sensorView, TemporalProfile2DPlotStyle)
    @QtCore.pyqtSlot()
    def onDataUpdate(self):

        self.tpCollection.prune()

        for plotSetting in self.plotSettingsModel2D:
            assert isinstance(plotSetting, TemporalProfile2DPlotStyle)
            tp = plotSetting.temporalProfile()
            for pdi in plotSetting.mPlotItems:
                assert isinstance(pdi, TemporalProfilePlotDataItem)
                pdi.updateDataAndStyle()
            if isinstance(tp, TemporalProfile) and plotSetting.temporalProfile().updated():
        for i in self.plot2D.getPlotItem().dataItems:
            i.updateItems()


        notInit = [0, 1] == self.plot2D.getPlotItem().getAxis('bottom').range
        if notInit:
            for plotSetting in self.plotSettingsModel2D:
                assert isinstance(plotSetting, TemporalProfile2DPlotStyle)
                for pdi in plotSetting.mPlotItems:
                    assert isinstance(pdi, TemporalProfilePlotDataItem)
                    if pdi.xData.ndim == 0 or pdi.xData.shape[0] == 0:
                        continue
                    if x0 is None:
                        x0 = pdi.xData.min()
                        x1 = pdi.xData.max()
                    else:
                        x0 = min(pdi.xData.min(), x0)
                        x1 = max(pdi.xData.max(), x1)

            if x0 is not None:
                self.plot2D.getPlotItem().setXRange(x0, x1)
                #self.plot2D.xAxisInitialized = True

    @QtCore.pyqtSlot()
    def updatePlot3D(self):
        if OPENGL_AVAILABLE:
            from pyqtgraph.opengl import GLViewWidget
            from pyqtgraph.opengl.GLGraphicsItem import GLGraphicsItem
            import pyqtgraph.opengl as gl
            from timeseriesviewer.temporalprofiles3dGL import ViewWidget3D
            assert isinstance(self.plot3D, ViewWidget3D)
            # 1. ensure that data from all bands will be loaded
            #    new loaded values will be shown in the next updatePlot3D call
            coordinates = []
            allPlotItems = []
            for plotStyle3D in self.plotSettingsModel3D:
                assert isinstance(plotStyle3D, TemporalProfile3DPlotStyle)
                if plotStyle3D.isPlotable():
                    coordinates.append(plotStyle3D.temporalProfile().mCoordinate)

            if len(coordinates) > 0:
                self.loadCoordinate(coordinates, mode='all')
            toRemove = [item for item in self.plot3D.items if item not in allPlotItems]
            self.plot3D.removeItems(toRemove)
            toAdd = [item for item in allPlotItems if item not in self.plot3D.items]
            self.plot3D.addItems(toAdd)

            # 3. add new plot items
            plotItems = []
            for plotStyle3D in self.plotSettingsModel3D:
                assert isinstance(plotStyle3D, TemporalProfile3DPlotStyle)
                if plotStyle3D.isPlotable():
                    items = plotStyle3D.createPlotItem(None)
                    plotItems.extend(items)
            self.plot3D.addItems(plotItems)
            self.plot3D.updateDataRanges()
            self.plot3D.resetScaling()

    @QtCore.pyqtSlot()
    def updatePlot2D(self):
        if isinstance(self.plotSettingsModel2D, PlotSettingsModel2D):
Benjamin Jakimow's avatar
Benjamin Jakimow committed
            locations = set()
            for plotStyle in self.plotSettingsModel2D:
                assert isinstance(plotStyle, TemporalProfile2DPlotStyle)
                if plotStyle.isPlotable():
                    locations.add(plotStyle.temporalProfile().mCoordinate)
                    for pdi in plotStyle.mPlotItems:
                        assert isinstance(pdi, TemporalProfilePlotDataItem)
                        pdi.updateDataAndStyle()
Benjamin Jakimow's avatar
Benjamin Jakimow committed
            #2. load pixel data
            self.loadCoordinate(list(locations))
Benjamin Jakimow's avatar
Benjamin Jakimow committed
            # 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(qgisDebug=True)
    DEBUG = False
Benjamin Jakimow's avatar
Benjamin Jakimow committed
    import itertools

    lot = list(itertools.product([1,2,3,4,5,6,7], [87,88,89]))
    arr = np.asanyarray(lot, dtype=tuple)

    lot = [(1,2),(2,3)]


    t1 =(1,2)
    t2 =(2,3,3,4,5)

    arr[0,0] = t1
    arr[1,1] = t2

    if False:
        f = QgsFeature()

        fields = QgsFields()
        field = QgsField('b', QVariant.Double, 'double', 40, 5)
        fields.append(field)
        f.setFields(fields)

        expr = QgsExpression('b')

        for n in [23, 42.24, None]:
            f.setAttribute('b', n)
            context = QgsExpressionContextUtils.createFeatureBasedContext(f, f.fields())
            r = expr.evaluate(context)
Benjamin Jakimow's avatar
Benjamin Jakimow committed
            #print((n,r))
    if False: #the ultimative test for floating point division correctness, at least on a DOY-level
        date1 = np.datetime64('1960-12-31','D')
        assert date1 == num2date(date2num(date1))
        #1960 - 12 - 31
        for year in  range(1960, 2057):
            for doy in range(1, daysPerYear(year)+1):
                dt = datetime.timedelta(days=doy - 1)
                date1 = np.datetime64('{}-01-01'.format(year)) + np.timedelta64(doy-1,'D')
                date2 = datetime.date(year=year, month=1, day=1) + datetime.timedelta(days=doy-1)

                assert date1 == num2date(date2num(date1), dt64=True), 'date1: {}'.format(date1)
                assert date2 == num2date(date2num(date2), dt64=False), 'date2: {}'.format(date1)
Benjamin Jakimow's avatar
Benjamin Jakimow committed
    ui = ProfileViewDockUI()
    ui.show()
Benjamin Jakimow's avatar
Benjamin Jakimow committed

Benjamin Jakimow's avatar
Benjamin Jakimow committed

    s =""
Benjamin Jakimow's avatar
Benjamin Jakimow committed
    if True:
        TS = TimeSeries()
Benjamin Jakimow's avatar
Benjamin Jakimow committed
        STVis = SpectralTemporalVisualization(ui)
        STVis.setTimeSeries(TS)
        import example.Images
Benjamin Jakimow's avatar
Benjamin Jakimow committed
        from timeseriesviewer.utils import file_search
        files = file_search(os.path.dirname(example.Images.__file__), '*.tif')
        TS.addFiles(files)
Benjamin Jakimow's avatar
Benjamin Jakimow committed
        ext = TS.getMaxSpatialExtent()
        for tsd in TS:
            ext = tsd.spatialExtent()
            if ext.crs().description() != '':
                break
Benjamin Jakimow's avatar
Benjamin Jakimow committed
        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)
Benjamin Jakimow's avatar
Benjamin Jakimow committed

        STVis.createNewPlotStyle2D()
        def addProfile():
            x0,y1 = ext.upperLeftPt()
            x1,y0 = ext.lowerRightPt()

            x = x0 + (x1 - x0) * np.random.sample()
            y = y0 + (y1 - y0) * np.random.sample()
            pt = SpatialPoint(ext.crs(), x, y)
            STVis.loadCoordinate(pt)


        btn = QPushButton('Add Profile')
        btn.clicked.connect(addProfile)
        btn.show()

        if False:
            for tp in STVis.tpCollection:
                assert isinstance(tp, TemporalProfile)
                tp.plot()
        #STVis.tpCollection.removeTemporalProfiles(STVis.tpCollection[-1])
        STVis.createNewPlotStyle3D()
        STVis.ui.listWidget.setCurrentRow(1)

        STVis.loadCoordinate(cpND)

        from example import  exampleEvents
        #STVis.loadCoordinatesFromOgr(exampleEvents)
        # STVis.loadCoordinate(cp2)
        # STVis.loadCoordinate(cp3)

Benjamin Jakimow's avatar
Benjamin Jakimow committed
    qgsApp.exec_()
    qgsApp.exitQgis()