# -*- coding: utf-8 -*-
# noinspection PyPep8Naming
"""
***************************************************************************
stackedbandinput.py
Sometimes time-series-data is written out as stacked band images, having one observation per band.
This module helps to use such data as EOTS input.
---------------------
Date : June 2018
Copyright : (C) 2018 by Benjamin Jakimow
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. *
* *
***************************************************************************
"""
from .utils import *
from .virtualrasters import *
from .dateparser import *
def datesFromDataset(dataset:gdal.Dataset)->list:
nb = dataset.RasterCount
def checkDates(dateList):
if not len(dateList) == nb:
return False
for d in dateList:
if not isinstance(d, np.datetime64):
return False
return True
searchedKeys = []
searchedKeys.append(re.compile('aquisition[ ]*dates$', re.I))
searchedKeys.append(re.compile('observation[ ]*dates$', re.I))
searchedKeys.append(re.compile('wavelength$', re.I))
#1. Check Metadata
for domain in dataset.GetMetadataDomainList():
domainData = dataset.GetMetadata_Dict(domain)
assert isinstance(domainData, dict)
for key, values in domainData.items():
for regex in searchedKeys:
if regex.search(key.strip()):
values = re.sub('[{}]', '', values)
values = values.split(',')
dateValues = [extractDateTimeGroup(t) for t in values]
if checkDates(dateValues):
return dateValues
#2. Check Band Names
bandDates = [extractDateTimeGroup(dataset.GetRasterBand(b+1).GetDescription()) for b in range(nb)]
bandDates = [b for b in bandDates if isinstance(b, np.datetime64)]
if checkDates(bandDates):
return bandDates
return []
class InputStackInfo(object):
def __init__(self, dataset):
if isinstance(dataset, str):
#test ENVI header first
basename = os.path.splitext(dataset)[0]
ds = None
if os.path.isfile(basename+'.hdr'):
ds = gdal.OpenEx(dataset, allowed_drivers=['ENVI'])
if not isinstance(ds, gdal.Dataset):
ds = gdal.Open(dataset)
if not isinstance(ds, gdal.Dataset):
raise Exception('Unable to open {}'.format(dataset))
dataset = ds
del ds
assert isinstance(dataset, gdal.Dataset)
self.mMetadataDomains = dataset.GetMetadataDomainList()
self.mMetaData = OrderedDict()
for domain in self.mMetadataDomains:
self.mMetaData[domain] = dataset.GetMetadata_Dict(domain)
self.ns = dataset.RasterXSize
self.nl = dataset.RasterYSize
self.nb = dataset.RasterCount
self.wkt = dataset.GetProjection()
self.gt = dataset.GetGeoTransform()
self.colorTable = dataset.GetRasterBand(1).GetColorTable()
self.classNames = dataset.GetRasterBand(1).GetCategoryNames()
self.path = dataset.GetFileList()[0]
self.outputBandName = os.path.basename(self.path)
if len(self.outputBandName) == 0:
self.outputBandName = ''
self.bandnames = []
self.nodatavalues = []
for b in range(self.nb):
band = dataset.GetRasterBand(b+1)
assert isinstance(band, gdal.Band)
self.bandnames.append(band.GetDescription())
self.nodatavalues.append(band.GetNoDataValue())
self.mDates = datesFromDataset(dataset)
def __len__(self):
return len(self.mDates)
def dates(self)->list:
"""Returns a list of dates"""
return self.mDates
def structure(self):
return (self.ns, self.nl, self.nb, self.gt, self.wkt)
def wavelength(self):
return self.mMetaData[''].get('wavelength')
def setWavelength(self, wl):
self.mMetaData['']['wavelength'] = wl
class OutputVRTDescription(object):
"""
Descrbies an output VRT
"""
def __init__(self, path:str, date:np.datetime64):
super(OutputVRTDescription, self).__init__()
self.mPath = path
self.mDate = date
def setPath(self, path:str):
self.mPath = path
class InputStackTableModel(QAbstractTableModel):
def __init__(self, parent=None):
super(InputStackTableModel, self).__init__(parent)
self.mStackImages = []
self.cn_source = 'Source'
self.cn_dates = 'Dates'
self.cn_crs = 'GT + CRS'
self.cn_ns = 'ns'
self.cn_nl = 'nl'
self.cn_nb = 'nb'
self.cn_name = 'Band Name'
self.cn_wl = 'Wavelength'
self.mColumnNames = [self.cn_source, self.cn_dates, self.cn_name, self.cn_wl, self.cn_ns, self.cn_nl, self.cn_nb, self.cn_crs]
self.mColumnTooltips = {}
self.mColumnTooltips[self.cn_source] = 'Stack source uri / file path'
self.mColumnTooltips[self.cn_crs] = 'Geo-Transformation + Coordinate Reference System'
self.mColumnTooltips[self.cn_ns] = 'Number of samples / pixel in horizontal direction'
self.mColumnTooltips[self.cn_nl] = 'Number of lines / pixel in vertical direction'
self.mColumnTooltips[self.cn_nb] = 'Number of bands'
self.mColumnTooltips[self.cn_name] = 'Prefix of band name in output image'
self.mColumnTooltips[self.cn_wl] = 'Wavelength in output image'
self.mColumnTooltips[self.cn_dates] = 'Identified dates'
def __len__(self):
return len(self.mStackImages)
def __iter__(self):
return iter(self.mStackImages)
def columnName(self, i) -> str:
if isinstance(i, QModelIndex):
i = i.column()
return self.mColumnNames[i]
def dateInfo(self):
"""
Returns a list with all extracted dates and a list of date in common between all datasets
:return: [all dates], [dates in common]
"""
if len(self) == 0:
return [],[]
datesTotal = set()
datesInCommon = None
for i, f in enumerate(self.mStackImages):
assert isinstance(f, InputStackInfo)
dates = f.dates()
if datesInCommon is None:
datesInCommon = set(dates)
else:
datesInCommon = datesInCommon.intersection(dates)
datesTotal = datesTotal.union(f.dates())
return sorted(list(datesTotal)), sorted(list(datesInCommon))
def flags(self, index):
if index.isValid():
columnName = self.columnName(index)
flags = Qt.ItemIsEnabled | Qt.ItemIsSelectable
if columnName in [self.cn_name, self.cn_wl]: #allow check state
flags = flags | Qt.ItemIsEditable
return flags
#return item.qt_flags(index.column())
return None
def headerData(self, col, orientation, role):
if Qt is None:
return None
if orientation == Qt.Horizontal:
cname = self.mColumnNames[col]
if role == Qt.DisplayRole:
return cname
elif role == Qt.ToolTipRole:
return self.mColumnTooltips.get(cname)
elif orientation == Qt.Vertical and role == Qt.DisplayRole:
return col
return None
def rowCount(self, parent=None):
return len(self.mStackImages)
def columnCount(self, parent: QModelIndex):
return len(self.mColumnNames)
def insertSources(self, paths, i=None):
"""
Inserts new datasources
:param paths: [list-of-datasources]
:param i: index where to add the first datasource.
"""
if i == None:
i = self.rowCount()
if not isinstance(paths, list):
paths = [paths]
infos = [InputStackInfo(p) for p in paths]
if len(infos) > 0:
self.beginInsertRows(QModelIndex(), i, i+len(infos)-1)
for j, info in enumerate(infos):
assert isinstance(info, InputStackInfo)
if len(info.outputBandName) == 0:
info.outputBandName = 'Band {}'.format(i+j+1)
self.mStackImages.insert(i+j, info)
self.endInsertRows()
def removeSources(self, stackInfos:list):
for stackInfo in stackInfos:
assert stackInfo in self.mStackImages
for stackInfo in stackInfos:
assert isinstance(stackInfo, InputStackInfo)
idx = self.info2index(stackInfo)
self.beginRemoveRows(QModelIndex(), idx.row(), idx.row())
self.mStackImages.remove(stackInfo)
self.endRemoveRows()
def isValid(self):
l = len(self.mStackImages)
if l == 0:
return False
ref = self.mStackImages[0]
assert isinstance(ref, InputStackInfo)
#all input stacks need to have the same characteristic
for stackInfo in self.mStackImages[1:]:
assert isinstance(stackInfo, InputStackInfo)
if not ref.dates() == stackInfo.dates():
return False
if not ref.structure() == stackInfo.structure():
return False
return True
def index2info(self, index:QModelIndex) -> InputStackInfo:
return self.mStackImages[index.row()]
def info2index(self, info:InputStackInfo) -> QModelIndex:
r = self.mStackImages.index(info)
return self.createIndex(r,0, info)
def data(self, index: QModelIndex, role: int):
if not index.isValid():
return None
info = self.mStackImages[index.row()]
assert isinstance(info, InputStackInfo)
cname = self.columnName(index)
if role in [Qt.DisplayRole, Qt.ToolTipRole]:
if cname == self.cn_source:
return info.path
if cname == self.cn_dates:
dates = info.dates()
if role == Qt.DisplayRole:
return len(dates)
if role == Qt.ToolTipRole:
if len(dates) == 0:
return 'No dates identified. Can not use this image as input'
else:
if len(dates) > 11:
dates = dates[0:10] + ['...']
return '\n'.join([str(d) for d in dates])
if cname == self.cn_ns:
return info.ns
if cname == self.cn_nl:
return info.nl
if cname == self.cn_nb:
return info.nb
if cname == self.cn_crs:
return '{} {}'.format(info.gt, info.wkt)
elif cname == self.cn_wl:
return info.mMetaData[''].get('wavelength')
elif cname == self.cn_name:
return info.outputBandName
if role == Qt.EditRole:
if cname == self.cn_wl:
return info.mMetaData[''].get('wavelength')
elif cname == self.cn_name:
return info.outputBandName
if role == Qt.BackgroundColorRole:
if cname in [self.cn_name, self.cn_wl]:
return QColor('yellow')
return None
def setData(self, index: QModelIndex, value, role: int):
if not index.isValid():
return None
info = self.index2info(index)
cname = self.columnName(index)
changed = False
if role == Qt.EditRole:
if cname == self.cn_name:
if isinstance(value, str) and len(value) > 0:
info.outputBandName = value
changed = True
elif cname == self.cn_wl:
info.setWavelength(value)
changed = True
if changed:
self.dataChanged.emit(index, index)
return changed
class OutputImageModel(QAbstractTableModel):
def __init__(self, parent=None):
super(OutputImageModel, self).__init__(parent)
self.cn_uri = 'Path'
self.cn_date = 'Date'
self.mOutputImages = []
self.mColumnNames = [self.cn_date, self.cn_uri]
self.mColumnTooltips = {}
self.mColumnTooltips[self.cn_uri] = 'Output location'
self.masterVRT_DateLookup = {}
self.masterVRT_SourceBandTemplates = {}
self.masterVRT_InputStacks = None
self.masterVRT_XML = None
self.mOutputDir = '/vsimem/'
self.mOutputPrefix = 'date'
def headerData(self, col, orientation, role):
if Qt is None:
return None
if orientation == Qt.Horizontal:
cname = self.mColumnNames[col]
if role == Qt.DisplayRole:
return cname
elif role == Qt.ToolTipRole:
return self.mColumnTooltips.get(cname)
elif orientation == Qt.Vertical and role == Qt.DisplayRole:
return col
return None
def createVRTUri(self, date:np.datetime64):
path = os.path.join(self.mOutputDir, self.mOutputPrefix)
path = '{}{}.vrt'.format(path, date)
return path
def clearOutputs(self):
self.beginRemoveRows(QModelIndex(), 0, self.rowCount() - 1)
self.mOutputImages = []
self.endRemoveRows()
def setMultiStackSources(self, listOfInputStacks:list, dates:list):
self.clearOutputs()
if listOfInputStacks is None or len(listOfInputStacks) == 0:
return
if dates is None or len(dates) == 0:
return
for s in listOfInputStacks:
assert isinstance(s, InputStackInfo)
dates = sorted(dates)
listOfInputStacks = [s for s in listOfInputStacks if len(s) > 0]
numberOfOutputVRTBands = len(listOfInputStacks)
self.masterVRT_DateLookup.clear()
self.masterVRT_InputStacks = listOfInputStacks
self.masterVRT_SourceBandTemplates.clear()
#dates = set()
#for s in listOfInputStacks:
# for d in s.dates():
# dates.add(d)
#dates = sorted(list(dates))
#create a LUT to get the stack indices for a related date (not each stack might contain a band for each date)
for stackIndex, s in enumerate(listOfInputStacks):
for bandIndex, bandDate in enumerate(s.dates()):
if bandDate not in self.masterVRT_DateLookup.keys():
self.masterVRT_DateLookup[bandDate] = []
self.masterVRT_DateLookup[bandDate].append((stackIndex, bandIndex))
#create VRT Template XML
VRT = VRTRaster()
wavelength = []
for stackIndex, stack in enumerate(listOfInputStacks):
assert isinstance(stack, InputStackInfo)
vrtBand = VRTRasterBand()
vrtBand.setName(stack.outputBandName)
vrtSrc = VRTRasterInputSourceBand(stack.path, 0)
vrtBand.addSource(vrtSrc)
wavelength.append(stack.wavelength())
VRT.addVirtualBand(vrtBand)
pathVSITmp = '/vsimem/temp.vrt'
dsVRT = VRT.saveVRT(pathVSITmp)
dsVRT.SetMetadataItem('acquisition date', 'XML_REPLACE_DATE')
if None not in wavelength:
dsVRT.SetMetadataItem('wavelength', ','.join(str(wl) for wl in wavelength))
dsVRT.SetMetadataItem('wavelength units', 'Nanometers')
for stackIndex, stack in enumerate(listOfInputStacks):
band = dsVRT.GetRasterBand(stackIndex+1)
assert isinstance(band, gdal.Band)
assert isinstance(stack, InputStackInfo)
if isinstance(stack.colorTable, gdal.ColorTable) and stack.colorTable.GetCount() > 0:
band.SetColorTable(stack.colorTable)
if stack.classNames:
band.SetCategoryNames(stack.classNames)
dsVRT.FlushCache()
drv = dsVRT.GetDriver()
masterVRT_XML = read_vsimem(pathVSITmp).decode('utf-8')
drv.Delete(pathVSITmp)
outputVRTs = []
eTree = ElementTree.fromstring(masterVRT_XML)
for iBand, elemBand in enumerate(eTree.findall('VRTRasterBand')):
sourceElements = elemBand.findall('ComplexSource') + elemBand.findall('SimpleSource')
assert len(sourceElements) == 1
self.masterVRT_SourceBandTemplates[iBand] = copy.deepcopy(sourceElements[0])
elemBand.remove(sourceElements[0])
for date in dates:
assert isinstance(date, np.datetime64)
path = self.createVRTUri(date)
outputDescription = OutputVRTDescription(path, date)
outputVRTs.append(outputDescription)
self.masterVRT_XML = eTree
self.beginInsertRows(QModelIndex(), 0, len(outputVRTs)-1)
self.mOutputImages = outputVRTs[:]
self.endInsertRows()
def setOutputDir(self, path:str):
self.mOutputDir = path
self.updateOutputURIs()
def setOutputPrefix(self, basename:str):
self.mOutputPrefix = basename
self.updateOutputURIs()
def updateOutputURIs(self):
c = self.mColumnNames.index(self.cn_uri)
ul = self.createIndex(0, c)
lr = self.createIndex(self.rowCount()-1, c)
for outputVRT in self:
assert isinstance(outputVRT, OutputVRTDescription)
outputVRT.setPath(self.createVRTUri(outputVRT.mDate))
self.dataChanged.emit(ul, lr)
def __len__(self):
return len(self.mOutputImages)
def __iter__(self):
return iter(self.mOutputImages)
def rowCount(self, parent=None) -> int:
return len(self.mOutputImages)
def columnCount(self, parent=None) -> int:
return len(self.mColumnNames)
def columnName(self, i) -> str:
if isinstance(i, QModelIndex):
i = i.column()
return self.mColumnNames[i]
def columnIndex(self, columnName:str)-> QModelIndex:
c = self.mColumnNames.index(columnName)
return self.createIndex(0, c)
def index2vrt(self, index:QModelIndex) -> OutputVRTDescription:
return self.mOutputImages[index.row()]
def vrt2index(self, vrt:OutputVRTDescription) -> QModelIndex:
i = self.mOutputImages[vrt]
return self.createIndex(i, 0, vrt)
def data(self, index: QModelIndex, role: int):
if not index.isValid():
return None
cname = self.columnName(index)
vrt = self.index2vrt(index)
if role in [Qt.DisplayRole, Qt.ToolTipRole]:
if cname == self.cn_uri:
return vrt.mPath
if cname == self.cn_date:
return str(vrt.mDate)
def vrtXML(self, outputDefinition:OutputVRTDescription, asElementTree=False) -> str:
"""
Create the VRT XML related to an outputDefinition
:param outputDefinition:
:return: str
"""
# re.search(tmpXml, '<MDI key='>')
# xml = copy.deepcopy(eTree)
if self.masterVRT_XML is None:
return None
#xmlTree = ElementTree.fromstring(self.masterVRT_XML)
xmlTree = copy.deepcopy(self.masterVRT_XML)
# set metadata
for elem in xmlTree.findall('Metadata/MDI'):
if elem.attrib['key'] == 'acquisition date':
elem.text = str(outputDefinition.mDate)
# insert required rasterbands
requiredBands = self.masterVRT_DateLookup[outputDefinition.mDate]
xmlVRTBands = xmlTree.findall('VRTRasterBand')
for t in requiredBands:
stackIndex, stackBandIndex = t
stackSourceXMLTemplate = copy.deepcopy(self.masterVRT_SourceBandTemplates[stackIndex])
stackSourceXMLTemplate.find('SourceBand').text = str(stackBandIndex+1)
xmlVRTBands[stackIndex].append(stackSourceXMLTemplate)
if asElementTree:
return xmlTree
else:
return ElementTree.tostring(xmlTree).decode('utf-8')
class StackedBandInputDialog(QDialog, loadUI('stackedinputdatadialog.ui')):
def __init__(self, parent=None):
super(StackedBandInputDialog, self).__init__(parent=parent)
self.setupUi(self)
self.setWindowTitle('Stacked Time Series Data Input')
self.mWrittenFiles = []
self.tableModelInputStacks = InputStackTableModel()
self.tableModelInputStacks.rowsInserted.connect(self.updateOutputs)
self.tableModelInputStacks.dataChanged.connect(self.updateOutputs)
self.tableModelInputStacks.rowsRemoved.connect(self.updateOutputs)
self.tableModelInputStacks.rowsInserted.connect(self.updateInputInfo)
self.tableModelInputStacks.rowsRemoved.connect(self.updateInputInfo)
self.tableViewSourceStacks.setModel(self.tableModelInputStacks)
self.tableModelOutputImages = OutputImageModel()
self.tableModelOutputImages.rowsInserted.connect(self.updateOutputInfo)
self.tableModelOutputImages.rowsRemoved.connect(self.updateOutputInfo)
self.tableModelOutputImages.dataChanged.connect(self.updateOutputInfo)
self.tableViewOutputImages.setModel(self.tableModelOutputImages)
self.tableViewOutputImages.horizontalHeader().setSectionResizeMode(QHeaderView.ResizeToContents)
self.buttonGroupDateMode.buttonClicked.connect(self.updateOutputs)
self.buttonGroupOutputLocation.buttonClicked.connect(self.updateOutputs)
self.cbOpenInQGIS.setEnabled(isinstance(qgis.utils.iface, QgisInterface))
self.tbFilePrefix.textChanged.connect(self.tableModelOutputImages.setOutputPrefix)
self.tbFilePrefix.setText('img')
self.fileWidgetOutputDir.setStorageMode(QgsFileWidget.GetDirectory)
self.fileWidgetOutputDir.fileChanged.connect(self.tableModelOutputImages.setOutputDir)
sm = self.tableViewSourceStacks.selectionModel()
assert isinstance(sm, QItemSelectionModel)
sm.selectionChanged.connect(self.onSourceStackSelectionChanged)
self.onSourceStackSelectionChanged([],[])
sm = self.tableViewOutputImages.selectionModel()
assert isinstance(sm, QItemSelectionModel)
sm.selectionChanged.connect(self.onOutputImageSelectionChanged)
self.initActions()
def writtenFiles(self):
"""
Returns the files written after pressing the "Save" button.
:return: [list-of-written-file-paths]
"""
return self.mWrittenFiles[:]
def updateOutputs(self, *args):
"""
Updates the output file information
"""
self.tableModelOutputImages.clearOutputs()
inputStacks = self.tableModelInputStacks.mStackImages
datesTotal, datesIntersection = self.tableModelInputStacks.dateInfo()
if self.rbDatesAll.isChecked():
self.tableModelOutputImages.setMultiStackSources(inputStacks, datesTotal)
elif self.rbDatesIntersection.isChecked():
self.tableModelOutputImages.setMultiStackSources(inputStacks, datesIntersection)
if self.rbSaveInMemory.isChecked():
self.tableModelOutputImages.setOutputDir(r'/vsimem/')
elif self.rbSaveInDirectory.isChecked():
self.tableModelOutputImages.setOutputDir(self.fileWidgetOutputDir.filePath())
def updateInputInfo(self):
"""
Updates the input file information
"""
n = len(self.tableModelInputStacks)
datesTotal, datesInCommon = self.tableModelInputStacks.dateInfo()
info = None
if n > 0:
nAll = len(datesTotal)
nInt = len(datesInCommon)
info = '{} Input Images with {} dates in total, {} in intersection'.format(n, nAll, nInt)
self.tbInfoInputImages.setText(info)
def updateOutputInfo(self):
n = len(self.tableModelOutputImages)
info = None
if n > 0:
nb = len(self.tableModelOutputImages.masterVRT_InputStacks)
info = '{} output images with {} bands to {}'.format(n, nb, self.tableModelOutputImages.mOutputDir)
self.buttonBox.button(QDialogButtonBox.Save).setEnabled(n > 0)
self.tbInfoOutputImages.setText(info)
def initActions(self):
"""
Initializes QActions and what they trigger.
"""
self.actionAddSourceStack.triggered.connect(self.onAddSource)
self.actionRemoveSourceStack.triggered.connect(self.onRemoveSources)
self.btnAddSourceStack.setDefaultAction(self.actionAddSourceStack)
self.btnRemoveSourceStack.setDefaultAction(self.actionRemoveSourceStack)
self.buttonBox.button(QDialogButtonBox.Save).clicked.connect(self.accept)
self.buttonBox.button(QDialogButtonBox.Cancel).clicked.connect(self.close)
def onAddSource(self, *args):
"""
Reacts on new added datasets
"""
import eotimeseriesviewer.settings
defDir = eotimeseriesviewer.settings.value(eotimeseriesviewer.settings.Keys.RasterSourceDirectory)
filters = QgsProviderRegistry.instance().fileVectorFilters()
files, filter = QFileDialog.getOpenFileNames(directory=defDir, filter=filters)
if len(files) > 0:
self.tableModelInputStacks.insertSources(files)
s = ""
def addSources(self, paths):
"""
Adds new datasources
:param paths: [list-of-new-datasources]
:return:
"""
self.tableModelInputStacks.insertSources(paths)
def onRemoveSources(self, *args):
model = self.tableViewSourceStacks.selectionModel()
assert isinstance(model, QItemSelectionModel)
infos = [self.tableModelInputStacks.index2info(idx) for idx in model.selectedRows()]
self.tableModelInputStacks.removeSources(infos)
def onSourceStackSelectionChanged(self, selected, deselected):
self.actionRemoveSourceStack.setEnabled(len(selected) > 0)
def onOutputImageSelectionChanged(self, selected, deselected):
if len(selected) > 0:
idx = selected.indexes()[0]
vrtOutput = self.tableModelOutputImages.index2vrt(idx)
assert isinstance(vrtOutput, OutputVRTDescription)
xml = self.tableModelOutputImages.vrtXML(vrtOutput)
self.tbXMLPreview.setPlainText(xml)
else:
self.tbXMLPreview.setPlainText(None)
s = ""
def saveImages(self):
"""
Write the VRT images
:return: [list-of-written-file-paths]
"""
nTotal = len(self.tableModelOutputImages)
if nTotal == 0:
return
writtenFiles = []
self.progressBar.setValue(0)
from eotimeseriesviewer.virtualrasters import write_vsimem, read_vsimem
for i, outVRT in enumerate(self.tableModelOutputImages):
assert isinstance(outVRT, OutputVRTDescription)
xml = self.tableModelOutputImages.vrtXML(outVRT)
if outVRT.mPath.startswith('/vsimem/'):
write_vsimem(outVRT.mPath, xml)
else:
f = open(outVRT.mPath, 'w', encoding='utf-8')
f.write(xml)
f.flush()
f.close()
writtenFiles.append(outVRT.mPath)
self.progressBar.setValue(int(100. * i / nTotal))
QTimer.singleShot(500, lambda: self.progressBar.setValue(0))
if self.cbOpenInQGIS.isEnabled() and self.cbOpenInQGIS.isChecked():
mapLayers = [QgsRasterLayer(p) for p in writtenFiles]
QgsProject.instance().addMapLayers(mapLayers, addToLegend=True)
self.mWrittenFiles.extend(writtenFiles)
return writtenFiles