def __init__(self, iface):
# Save reference to the QGIS interface
self.iface = iface
# a reference to our map canvas
self.canvas = self.iface.mapCanvas()
# a reference to shaDEM with the svfContext set to True
self.shaDEM = shaDEM(iface, True)
# Create the dialog (after translation) and keep reference
self.dlg = SVFdialog()
# interactive GUI connections:
self.dlg.comboBox.layerChanged.connect(
self.getParameters
) # is it possible to call shaDEM class functions here?
self.dlg.spinBox_bands.valueChanged.connect(self.getParameters)
self.dlg.runButton.clicked.connect(self.initLayer)
# debug - activate cProdile
# self.dlg.runButton.clicked.connect(self.tmpProfile)
self.dlg.spinBox_maxHt.valueChanged.connect(self.checkInput)
class svf:
def __init__(self, iface):
# Save reference to the QGIS interface
self.iface = iface
# a reference to our map canvas
self.canvas = self.iface.mapCanvas()
# a reference to shaDEM with the svfContext set to True
self.shaDEM = shaDEM(iface, True)
# Create the dialog (after translation) and keep reference
self.dlg = SVFdialog()
# interactive GUI connections:
self.dlg.comboBox.layerChanged.connect(
self.getParameters
) # is it possible to call shaDEM class functions here?
self.dlg.spinBox_bands.valueChanged.connect(self.getParameters)
self.dlg.runButton.clicked.connect(self.initLayer)
# debug - activate cProdile
# self.dlg.runButton.clicked.connect(self.tmpProfile)
self.dlg.spinBox_maxHt.valueChanged.connect(self.checkInput)
# def tmpProfile(self):
# runFunction = self.initLayer
# cProfile.runctx('runFunction()', globals(), locals(), 'restats')
# stream = StringIO.StringIO()
# p = pstats.Stats('restats', stream=stream)
# p.strip_dirs().sort_stats('time').print_stats(15)
# statString = stream.getvalue()
# print stream.getvalue()
# stream.close()
# run method that performs all the real work
def start(self):
# setup comboBox options by finding all raster layers
# have to access the ui through the dialog - i.e: self.dlg
self.dlg.runButton.setEnabled(False)
# self.dlg.comboBox.clear()
# for item in self.shaDEM.listlayers(1): #Raster = 1, Vector = 0
# self.dlg.comboBox.addItem(item)
# setup Raster Settings Menu
self.getParameters()
self.checkInput()
# show the dialog
self.dlg.show()
def getParameters(self):
selectLayer = (
self.dlg.comboBox.currentLayer()
) # QgsMapLayerRegistry.instance().mapLayersByName(self.dlg.comboBox.currentText())[0] #self.getLayerByName(self.dlg.comboBox.currentText())
if selectLayer is None or selectLayer.type() != 1:
# QMessageBox.critical( self.iface.mainWindow(),"No Raster Layers", "Plugin requires raster layers to be loaded in the project" )
# self.dlg.close()#quit()#sys.exitfunc()
return -1
band = self.dlg.spinBox_bands.value()
unitsPerPixel = selectLayer.rasterUnitsPerPixelX() # assumes square pixels
bandCount = selectLayer.bandCount()
maxVal = selectLayer.dataProvider().bandStatistics(band).maximumValue
self.dlg.label_unitsPerPx.setText("%.3f" % unitsPerPixel)
self.dlg.label_maxValue.setText("%.2f" % maxVal)
# if type(input).__name__ == 'str': ##again, why not refresh on each getParameter call?
self.dlg.spinBox_bands.setMaximum(bandCount)
self.dlg.spinBox_maxHt.setValue(maxVal)
def checkInput(self):
if self.dlg.spinBox_maxHt.value() > 0:
self.dlg.runButton.setEnabled(True)
# Gets selected layer from GUI & preforms initial checks for validity
def initLayer(self):
ne.set_num_threads(mp.cpu_count()) # 1 thread per core
rlayer = (
self.dlg.comboBox.currentLayer()
) # QgsMapLayerRegistry.instance().mapLayersByName(self.dlg.comboBox.currentText())[0]#self.getLayerByName(self.dlg.comboBox.currentText())
sensorHt = self.dlg.spinBox_sensorHt.value()
# get list of sun vectors
vectors = self.skyVectors()
self.dlg.progressBar.setMaximum(len(vectors))
scale = rlayer.rasterUnitsPerPixelX() # assumes square pixels. . .
bandNum = self.dlg.spinBox_bands.value()
maxVal = rlayer.dataProvider().bandStatistics(bandNum).maximumValue
# QgsMessageLog.logMessage("maxVal = %s" % str(maxVal), "Plugins", 0)
maxUsrHeight = self.dlg.spinBox_maxHt.value()
# QgsMessageLog.logMessage("maxUsrHeight = %s" % str(maxUsrHeight), "Plugins", 0)
unitZ = maxVal / maxUsrHeight
# QgsMessageLog.logMessage("unitZ = %s" % str(unitZ), "Plugins", 0)
bandCnt = rlayer.bandCount()
data = self.shaDEM.rasterToArray(rlayer, bandNum)
# t = time.time()
a = data["array"].copy()
adjSensorHt = sensorHt / unitZ
a = ne.evaluate("a + adjSensorHt")
# QgsMessageLog.logMessage("Adjusted Sensor Height= %s" % str(adjSensorHt), "Plugins", 0)
svfArr = np.zeros(a.shape)
i = 0
for vector in vectors:
# debug - print solar altitude angles
# QgsMessageLog.logMessage("Vector[%i] solar alt angle: %.2f" % (i+1, math.degrees(math.atan(vector[2]/math.sqrt(vector[0]**2+vector[1]**2)))), "Profile", 0)
result = self.shaDEM.ShadowCalc(data, vector, scale, unitZ, maxVal)
b = result[0]
dz = result[1]
svfArr = ne.evaluate("where((b-a) <= 0, svfArr + 1, svfArr)")
self.dlg.progressBar.setValue(i)
i += 1
# t = time.time() - t
# QgsMessageLog.logMessage("SVF main loop : " + str(t), "Profile", 0)
data["array"] = svfArr / self.dlg.spinBox_vectors.value()
self.saveToFile(data)
def skyVectors(self):
# populate sky with cosine weighted distribution of vectors according to Ratti & Richens 1999
vectors = []
number = self.dlg.spinBox_vectors.value()
i = 0
while i < number:
azimuth = random.vonmisesvariate(math.pi, 0)
radius = math.sqrt(random.random())
solarElevation = math.acos(radius)
x = math.cos(azimuth) * radius
y = math.sin(azimuth) * radius
z = math.sin(solarElevation)
vector = [x, y, z]
vectors.append(vector)
i += 1
# with open('vectors_debug.csv', 'wb') as csvfile:
# writer = csv.writer(csvfile)
# for line in vectors:
# writer.writerow(line)
return vectors
# Select all layers of a given type and return as list
def listlayers(self, layertype):
layersmap = QgsMapLayerRegistry.instance().mapLayers()
layerslist = []
for (name, layer) in layersmap.iteritems():
if layertype == layer.type():
layerslist.append(layer.name())
return layerslist
def saveToFile(self, data):
# Save array as new file
# Check file format for GDAL Create capability
warn = QgsMessageViewer()
driver = gdal.GetDriverByName(data["fileFormat"])
metadata = driver.GetMetadata()
if metadata.has_key(gdal.DCAP_CREATE) and metadata[gdal.DCAP_CREATE] != "YES":
# warn.setMessageAsPlainText('Driver %s supports Create() method.' % format)
# warn.showMessage()
# else:
warn.setMessageAsPlainText("Driver %s does NOT support Create() method. Aborting...")
sys.exit()
# TODO : Give user option of converting to a compatible file type.
# Create New Raster file
newPath = "_svf.".join(data["filePath"].rsplit(".", 1))
if data["fileFormat"] == "GTiff":
dst_ds = driver.Create(newPath, data["width"], data["height"], int(1), data["bandType"], ["TFW=YES"])
dst_ds.SetGeoTransform(data["geotransform"])
dst_ds.SetProjection(data["projection"])
else:
dst_ds = driver.Create(newPath, data["width"], data["height"], int(1), data["bandType"])
dst_ds.SetGeoTransform(data["geotransform"])
dst_ds.SetProjection(data["projection"])
# write to array
dst_ds.GetRasterBand(1).WriteArray(data["array"])
# Once we're done, close properly the dataset
dst_ds = None
self.AddAsNewLayer(newPath)
# Takes path of raster file and adds new layer
def AddAsNewLayer(self, path):
# adds the new image as a layer, inverts and sets the contrast
name = "SVF"
self.iface.addRasterLayer(path, name)
rlayer = QgsMapLayerRegistry.instance().mapLayersByName(name)[0] # self.getLayerByName(name)
rlayer.setContrastEnhancement(1)
# rlayer.setInvertHistogram(True)
self.iface.mapCanvas().refresh()