def processAlgorithm(self, progress):
progress.setPercentage(0)
# Retrieve the values of the parameters entered by the user
roadsLayer = dataobjects.getObjectFromUri(
self.getParameterValue(self.ROADS_LAYER))
gridLayer = dataobjects.getObjectFromUri(
self.getParameterValue(self.GRID_LAYER))
vertIdField = self.getParameterValue(self.VERT_ID_FIELD)
stress = self.getParameterValue(self.STRESS)
# build the output layer
outFields = QgsFields()
outFields.append(QgsField('grid_id', QVariant.Int))
outFields.append(QgsField('status',QVariant.String))
outFields.append(QgsField('free_cost', QVariant.Int))
outFields.append(QgsField('cnst_cost', QVariant.Int))
outFields.append(QgsField('cost_ratio', QVariant.Double))
writer = self.getOutputFromName(self.OUTPUT_LAYER).getVectorWriter(
outFields, QGis.WKBPolygon, roadsLayer.crs())
progress.setPercentage(2)
# establish db connection
progress.setInfo('Getting DB connection')
self.setDbFromRoadsLayer(roadsLayer)
self.setLayersFromDb()
# get network
progress.setInfo('Building network')
nu = NXUtils(self.vertsLayer,self.linksLayer)
nu.buildNetwork()
DG = nu.getNetwork()
SG = nu.getStressNetwork(stress)
progress.setPercentage(10)
graphCosts = nx.get_edge_attributes(DG,'weight')
#get grid feature and vert id
progress.setText('Reading selected feature(s)')
selectedGridFeatures = processing.features(gridLayer)
if not len(selectedGridFeatures) == 1:
raise GeoAlgorithmExecutionException('You must select one and only one feature in the grid layer')
gridFeature = QgsFeature()
for i, f in enumerate(selectedGridFeatures):
gridFeature = f
sourceVertId = gridFeature.attribute(vertIdField)
#test for source feature not having any low stress connections
if not SG.has_node(sourceVertId):
raise GeoAlgorithmExecutionException('The selected grid cell has no low stress connections')
#iterate grid features and compile scores
progress.setText('Generating grid scores')
#helper function to sum costs from graph
def sumCosts(nodes,graphWeights):
cost = 0
del nodes[1] #remove the source and target nodes from consideration
del nodes[-1]
for j, node in enumerate(nodes):
try:
cost = cost + graphCosts[(node,nodes[j+1])]
except:
pass
return cost
#gridProvider = grid.dataProvider()
gridFeatures = gridLayer.getFeatures()
for i, gf in enumerate(gridFeatures):
targetVertId = gf.attribute(vertIdField)
progress.setInfo('from: ' + str(sourceVertId) + ' to: ' + str(targetVertId))
#write new feature
progress.setText('Writing grid feature')
newFeat = QgsFeature()
newGeom = QgsGeometry(gf.geometry())
newFeat.setGeometry(newGeom)
newFeat.initAttributes(5)
newFeat.setAttribute(0,gf.attribute(vertIdField))
if targetVertId == sourceVertId:
newFeat.setAttribute(1,'Source cell')
elif not SG.has_node(targetVertId):
newFeat.setAttribute(1,'Unreachable')
elif not nx.has_path(SG,source=sourceVertId,target=targetVertId):
newFeat.setAttribute(1,'Unreachable')
else:
#get shortest path without stress
pathNoStress = nx.shortest_path(DG,source=sourceVertId,target=targetVertId,weight='weight')
#get shortest path with stress
pathStress = nx.shortest_path(SG,source=sourceVertId,target=targetVertId,weight='weight')
#get cost values
costNoStress = sumCosts(pathNoStress,graphCosts)
costStress = sumCosts(pathStress,graphCosts)
#add attributes
newFeat.setAttribute(1,'Target cell')
newFeat.setAttribute(2,costNoStress)
newFeat.setAttribute(3,costStress)
if costNoStress == 0:
pass
else:
newFeat.setAttribute(4,float(costStress)/float(costNoStress))
writer.addFeature(newFeat)
del writer
def processAlgorithm(self, progress):
progress.setPercentage(0)
# Retrieve the values of the parameters entered by the user
inLayer = dataobjects.getObjectFromUri(
self.getParameterValue(self.ROADS_LAYER))
originsLayer = dataobjects.getObjectFromUri(
self.getParameterValue(self.ORIGINS_LAYER))
oVertIdField = self.getParameterValue(self.ORIGIN_VERT_ID_FIELD)
gridLayer = dataobjects.getObjectFromUri(
self.getParameterValue(self.GRID_LAYER))
gVertIdField = self.getParameterValue(self.GRID_VERT_ID_FIELD)
stress = self.getParameterValue(self.STRESS)
budget = self.getParameterValue(self.BUDGET)
# build the output layer
gridFields = QgsFields()
gridFields.append(QgsField('id', QVariant.Int))
gridFields.append(QgsField('origin_id', QVariant.Int))
gridFields.append(QgsField('grid_id', QVariant.Int))
gridFields.append(QgsField('car_cost', QVariant.Int))
gridFields.append(QgsField('bike_cost', QVariant.Int))
gridFields.append(QgsField('conn_idx', QVariant.Double))
gridWriter = self.getOutputFromName(self.OUT_LAYER).getVectorWriter(
gridFields, QGis.WKBPolygon, inLayer.crs())
progress.setPercentage(2)
# establish db connection
progress.setInfo('Getting DB connection')
self.setDbFromRoadsLayer(inLayer)
self.setLayersFromDb()
if self.vertsLayer is None or self.linksLayer is None:
raise GeoAlgorithmExecutionException('Could not find related \
network tables. Have you built the network tables on \
layer %s?' % inLayer.name())
progress.setPercentage(3)
# get network
progress.setInfo('Building network')
nu = NXUtils(self.vertsLayer,self.linksLayer)
nu.buildNetwork()
DG = nu.getNetwork()
# if not stress:
# stress = 99
SG = nu.getStressNetwork(stress)
progress.setPercentage(10)
# loop through the grid features and get distances to origins for each
count = 0
totalCount = len(vector.features(originsLayer))
idStep = 0
for originFeat in vector.features(originsLayer):
originVertId = originFeat.attribute(oVertIdField)
# skip if node is not accessible by low stress
if not originVertId in SG:
continue
# get shortest path
pathsBase = nx.single_source_dijkstra_path_length(
DG,
source=originVertId,
cutoff=budget,
weight='weight'
)
# get shortest low stress path
pathsLowStress = nx.single_source_dijkstra_path_length(
SG,
source=originVertId,
cutoff=budget,
weight='weight'
)
# loop through grid and establish features
for gridFeat in vector.features(gridLayer):
gridVertId = gridFeat.attribute(gVertIdField)
if gridVertId in pathsLowStress:
if gridVertId in pathsBase:
carCost = pathsBase[gridVertId]
else:
carCost = None
bikeCost = pathsLowStress[gridVertId]
connIdx = float()
if carCost is None:
connIdx = 1
elif carCost == 0:
connIdx = 1
else:
connIdx = float(bikeCost)/float(carCost)
outFeat = QgsFeature(gridFields)
outFeat.setAttribute(0,idStep) #feature id
outFeat.setAttribute(1,originFeat.id()) #origin_id
outFeat.setAttribute(2,gridFeat.id()) #grid_id
outFeat.setAttribute(3,carCost) #car_cost
outFeat.setAttribute(4,bikeCost) #bike_cost
outFeat.setAttribute(5,connIdx) #conn_idx
outGeom = QgsGeometry(gridFeat.geometry())
outFeat.setGeometry(outGeom)
idStep += 1
gridWriter.addFeature(outFeat)
count += 1
progress.setPercentage(10+int(90*float(count)/totalCount))
del gridWriter
def processAlgorithm(self, progress):
progress.setPercentage(0)
# Retrieve the values of the parameters entered by the user
roadsLayer = dataobjects.getObjectFromUri(
self.getParameterValue(self.ROADS_LAYER))
destsLayer = dataobjects.getObjectFromUri(
self.getParameterValue(self.DESTINATIONS_LAYER))
stress = self.getParameterValue(self.STRESS)
maxCost = self.getParameterValue(self.MAX_COST)
keepRaw = self.getParameterValue(self.KEEP_RAW)
keepRoutes = self.getParameterValue(self.KEEP_ROUTES)
keepSums = self.getParameterValue(self.KEEP_SUMS)
# build the raw output layer
if keepRaw:
rawFields = QgsFields()
rawFields.append(QgsField('path_id', QVariant.Int))
rawFields.append(QgsField('sequence', QVariant.Int))
rawFields.append(QgsField('from_road_id', QVariant.Int))
rawFields.append(QgsField('to_road_id', QVariant.Int))
rawFields.append(QgsField('int_id', QVariant.Int))
rawFields.append(QgsField('int_cost', QVariant.Int))
rawFields.append(QgsField('road_id', QVariant.Int))
rawFields.append(QgsField('road_cost', QVariant.Int))
rawFields.append(QgsField('cmtve_cost', QVariant.Int))
rawWriter = self.getOutputFromName(self.RAW_LAYER).getVectorWriter(
rawFields, QGis.WKBLineString, roadsLayer.crs())
if keepRoutes:
routeFields = QgsFields()
routeFields.append(QgsField('path_id', QVariant.Int))
routeFields.append(QgsField('from_road_id', QVariant.Int))
routeFields.append(QgsField('to_road_id', QVariant.Int))
routeFields.append(QgsField('cmtve_cost', QVariant.Int))
routeWriter = self.getOutputFromName(self.ROUTES_LAYER).getVectorWriter(
routeFields, QGis.WKBLineString, roadsLayer.crs())
sumFields = QgsFields()
sumFields.append(QgsField('road_id', QVariant.Int))
sumFields.append(QgsField('use_count', QVariant.Int))
if keepSums:
sumWriter = self.getOutputFromName(self.SUMS_LAYER).getVectorWriter(
sumFields, QGis.WKBLineString, roadsLayer.crs())
progress.setPercentage(2)
# establish db connection
progress.setInfo('Getting DB connection')
self.setDbFromRoadsLayer(roadsLayer)
self.setLayersFromDb()
# get network
progress.setInfo('Building network')
nu = NXUtils(self.vertsLayer,self.linksLayer)
nu.buildNetwork()
if not stress:
DG = nu.getNetwork()
else:
DG = nu.getStressNetwork(stress)
progress.setPercentage(10)
'''# Build spatial index of road features
progress.setInfo('Indexing road features')
index = vector.spatialindex(roadsLayer)
# Get nearest Road ID for input layer
progress.setInfo('Getting road IDs')
destinations = {}
for feat in vector.features(destsLayer):
roadMatch = QgsFeatureId()
destGeom = QgsGeometry(feat.geometry())
roadMatch = index.nearestNeighbor(destGeom.asPoint(),1)[0]
roadFeat = roadsLayer.getFeatures(QgsFeatureRequest().setFilterFid(roadMatch))[0]
roadGeom = QgsGeometry(roadFeat.geometry())
destinations[feat.id()] = {
'roadId': roadMatch,
'distance': 0
}'''
# Assume nearest Road ID and distance fields exist as road_id and road_dist
roadIds = list()
for val in vector.values(destsLayer,'road_id')['road_id']:
if val.is_integer():
roadIds.append(int(val))
else:
raise GeoAlgorithmExecutionException(
self.tr('Bad road_id values. Input field was %s. Check that \
these are integer values.' % 'road_id'))
# count pairs
roadPairCount = len(roadIds) ** 2 - len(roadIds)
progress.setInfo('%i total destination pairs identified' % roadPairCount)
# loop through each destination and get shortest routes to all others
try:
rowCount = 0
pairCount = 0
for fromRoad in roadIds:
for toRoad in roadIds:
if not fromRoad == toRoad:
# set counts
pairCount += 1
seq = 0
cost = 0
if pairCount % 1000 == 0:
progress.setInfo('Shortest path for pair %i of %i'
% (pairCount, RoadPairCount))
# set feature for route output
routeFeat = None
if keepRoutes:
routeFeat = QgsFeature(routeFields)
routeFeat.setAttribute(0,pairCount) #path_id
routeFeat.setAttribute(1,fromRoad) #from_road_id
routeFeat.setAttribute(2,toRoad) #to_road_id
# check the path and iterate through it
if nx.has_path(DG,source=fromRoad,target=toRoad):
shortestPath = nx.shortest_path(
DG,
source=fromRoad,
target=toRoad,
weight='weight'
)
for i, v1 in enumerate(shortestPath, start=1):
if i == len(shortestPath):
continue #Leave out because this is the last Roadex
rowCount += 1
v2 = shortestPath[i]
seq += 1
roads[roadId]['count'] += 1
# set costs
linkCost = DG.edge[v1][v2]['weight']
intCost = 0
cost += linkCost
cost += intCost
# create the new features
if roadId in roads and roads.get(roadId).get('geom'):
geom = roads.get(roadId).get('geom')
if keepRaw:
rawFeat = QgsFeature(rawFields)
rawFeat.setAttribute(0,pairCount) #path_id
rawFeat.setAttribute(1,seq) #sequence
rawFeat.setAttribute(2,fromRoad) #from_road_id
rawFeat.setAttribute(3,toRoad) #to_road_id
rawFeat.setAttribute(4,DG.node[v2]['int_id']) #int_id
rawFeat.setAttribute(5,intCost) #int_cost
rawFeat.setAttribute(6,roadId) #road_id
rawFeat.setAttribute(7,linkCost) #road_cost
rawFeat.setAttribute(8,cost) #cmtve_cost
rawFeat.setGeometry(geom)
rawWriter.addFeature(rawFeat)
del rawFeat
if keepRoutes:
routeFeat.setAttribute(3,cost) #cmtve_cost
if not routeFeat.constGeometry():
routeFeat.setGeometry(geom)
else:
routeFeat.setGeometry(
geom.combine(routeFeat.constGeometry())
)
routeWriter.addFeature(routeFeat)
if keepSums:
sumFeat = roads.get(roadId).get('feat')
useCount = roads.get(roadId).get('count')
sumFeat.setAttribute(1,useCount) #use_count
del routeFeat
progress.setPercentage(10 + 90*pairCount/RoadPairCount)
for roadId, r in roads.iteritems():
if r.get('count') > 0:
if keepSums:
sumWriter.addFeature(r.get('feat'))
except Exception, e:
raise GeoAlgorithmExecutionException('Uncaught error: %s' % e)