def test_nonintersecting_roads(self): myMap = CvtdMap() myMap.nodeDict[0] = (CvtdNode(1, 1)) myMap.nodeDict[1] = (CvtdNode(2, 1)) myMap.nodeDict[2] = (CvtdNode(1, 4)) myMap.nodeDict[3] = (CvtdNode(2, 6)) myMap.nodeDict[4] = (CvtdNode(2, 9)) myMap.nodeDict[5] = (CvtdNode(3, 3)) myMap.nodeDict[6] = (CvtdNode(4, 6)) thisRoad = CvtdRoad() thisRoad.name = "Road from 1,1 to 2,9" thisRoad.dir = "Up" thisRoad.points.append(CvtdRoadPoint(0, 0)) thisRoad.points.append(CvtdRoadPoint(2, 60)) thisRoad.points.append(CvtdRoadPoint(3, 90)) thisRoad.points.append(CvtdRoadPoint(4, 100)) myMap.roadList.append(thisRoad) thisRoad = CvtdRoad() thisRoad.name = "Road from 2,1 to 4,6" thisRoad.dir = "Up" thisRoad.points.append(CvtdRoadPoint(1, 0)) thisRoad.points.append(CvtdRoadPoint(5, 60)) thisRoad.points.append(CvtdRoadPoint(6, 100)) myMap.roadList.append(thisRoad) intersections = myMap.find_intersecting_roads(0, 0) self.assertEqual(0, len(intersections))
def test_insert_decreasing(self):
road = CvtdRoad()
road.points.append(CvtdRoadPoint(123, 160))
road.points.append(CvtdRoadPoint(124, 120))
road.points.append(CvtdRoadPoint(125, 85))
road.insert(CvtdRoadPoint(1, 290))
self.assertEqual(4, len(road.points))
self.assertEqual(road.points[0].addr, 290)
self.assertEqual(road.points[1].addr, 160)
self.assertEqual(road.points[2].addr, 120)
self.assertEqual(road.points[3].addr, 85)
road.insert(CvtdRoadPoint(1, 145))
self.assertEqual(5, len(road.points))
self.assertEqual(road.points[0].addr, 290)
self.assertEqual(road.points[1].addr, 160)
self.assertEqual(road.points[2].addr, 145)
self.assertEqual(road.points[3].addr, 120)
self.assertEqual(road.points[4].addr, 85)
road.insert(CvtdRoadPoint(1, 45))
self.assertEqual(6, len(road.points))
self.assertEqual(road.points[0].addr, 290)
self.assertEqual(road.points[1].addr, 160)
self.assertEqual(road.points[2].addr, 145)
self.assertEqual(road.points[3].addr, 120)
self.assertEqual(road.points[4].addr, 85)
self.assertEqual(road.points[5].addr, 45)
def read_roads(self, filename):
self.nodeDict = {}
self.roadList = []
editor = ""
this_road = CvtdRoad()
try:
with open(filename, 'r') as f:
for road in f:
if road.strip() == "NODE_LIST = [":
editor = "NODE_LIST"
elif road.strip() == "ROAD_LIST = [":
editor = "ROAD_LIST"
elif editor == "NODE_LIST" and len(
road.strip().split(',')) == 4:
lat = float(
road.split(',')[0].strip().replace('[', ''))
lon = float(
road.split(',')[1].strip().replace(']', ''))
key = int(road.split(',')[2].strip().replace(']', ''))
self.nodeDict[key] = CvtdNode(lat, lon)
elif editor == "ROAD_LIST" and len(
road.strip().split('",')) == 3:
this_road = CvtdRoad()
this_road.name = road.split('",')[0].replace(
'[', '').replace('"', '').strip()
this_road.dir = road.split('",')[1].replace(
'"', '').strip()
points = road.split('",')[2].split('], [')
points = [
p.replace('[', '').replace(']',
'').replace(',\n',
'').strip()
for p in points
]
this_road.points = [
CvtdRoadPoint(int(node), int(addr))
for node, addr in [x.split(', ') for x in points]
]
self.roadList.append(this_road)
print("Read successful, read {} nodes and {} roads".format(
len(self.nodeDict), len(self.roadList)))
except FileNotFoundError:
print("Error: File \"{}\" does not exist".format(filename))
def test_multipoint_intersecting_roads(self): myMap = CvtdMap() myMap.nodeDict[0] = (CvtdNode(1, 1)) myMap.nodeDict[1] = (CvtdNode(1, 3)) myMap.nodeDict[2] = (CvtdNode(1, 5)) myMap.nodeDict[3] = (CvtdNode(3, 1)) myMap.nodeDict[4] = (CvtdNode(3, 3)) myMap.nodeDict[5] = (CvtdNode(3, 5)) myMap.nodeDict[6] = (CvtdNode(2, 2)) myMap.nodeDict[7] = (CvtdNode(2, 4)) myMap.nodeDict[8] = (CvtdNode(4, 4)) myMap.nodeDict[9] = (CvtdNode(4, 2)) thisRoad = CvtdRoad() thisRoad.name = "Road from 1,1 to 3,5" thisRoad.dir = "Up" thisRoad.points.append(CvtdRoadPoint(0, 0)) thisRoad.points.append(CvtdRoadPoint(1, 10)) thisRoad.points.append(CvtdRoadPoint(2, 20)) thisRoad.points.append(CvtdRoadPoint(3, 30)) thisRoad.points.append(CvtdRoadPoint(4, 40)) thisRoad.points.append(CvtdRoadPoint(5, 50)) myMap.roadList.append(thisRoad) thisRoad = CvtdRoad() thisRoad.name = "Road from 2,2 to 4,4" thisRoad.dir = "Up" thisRoad.points.append(CvtdRoadPoint(6, 0)) thisRoad.points.append(CvtdRoadPoint(7, 10)) thisRoad.points.append(CvtdRoadPoint(8, 20)) thisRoad.points.append(CvtdRoadPoint(9, 30)) myMap.roadList.append(thisRoad) intersections = myMap.find_intersecting_roads(0, 0) self.assertEqual(2, len(intersections))
def import_xml_file(self, filename):
print("Importing file " + filename)
tree = ET.parse(filename)
root = tree.getroot()
# Load all the nodes, using an extra components "tags"
for node in root.iter('node'):
this_node = CvtdNode(float(node.attrib['lat']), float(node.attrib['lon']))
this_node.tags = {}
this_node.attrib = node.attrib
tag_keys = [t.attrib['k'] for t in node.iter('tag')]
tag_vals = [t.attrib['v'] for t in node.iter('tag')]
for ix, key in enumerate(tag_keys):
this_node.tags[key] = tag_vals[ix]
try:
self.nodeDict[int(this_node.attrib['id'])] = this_node
except KeyError:
print("Fatal Error: Node did not have an ID field")
return
# Load all the ways, using an extra components "tags"
for way in root.iter('way'):
this_way = CvtdRoad()
this_way.tags = {}
this_way.attrib = way.attrib
for nd in way.iter('nd'):
p = CvtdRoadPoint(int(nd.attrib['ref']), None)
this_way.points.append(p)
tag_keys = [t.attrib['k'] for t in way.iter('tag')]
tag_vals = [t.attrib['v'] for t in way.iter('tag')]
for ix, key in enumerate(tag_keys):
this_way.tags[key] = tag_vals[ix]
if key == "name":
this_way.name = tag_vals[ix]
self.roadList.append(this_way)
def test_find_intersecting_roads(self): myMap = CvtdMap() myMap.nodeDict[0] = (CvtdNode(1, 1)) myMap.nodeDict[1] = (CvtdNode(4, 4)) myMap.nodeDict[2] = (CvtdNode(1, 4)) myMap.nodeDict[3] = (CvtdNode(4, 1)) myMap.nodeDict[4] = (CvtdNode(3, 4)) myMap.nodeDict[5] = (CvtdNode(4, 3)) thisRoad = CvtdRoad() thisRoad.name = "Road from 1,1 to 4,4" thisRoad.dir = "Up" thisRoad.points.append(CvtdRoadPoint(0, 0)) thisRoad.points.append(CvtdRoadPoint(1, 60)) myMap.roadList.append(thisRoad) thisRoad = CvtdRoad() thisRoad.name = "Road from 1,4 to 4,1" thisRoad.dir = "Up" thisRoad.points.append(CvtdRoadPoint(2, 0)) thisRoad.points.append(CvtdRoadPoint(3, 60)) myMap.roadList.append(thisRoad) thisRoad = CvtdRoad() thisRoad.name = "Road from 3,4 to 4,3" thisRoad.dir = "Up" thisRoad.points.append(CvtdRoadPoint(4, 0)) thisRoad.points.append(CvtdRoadPoint(5, 50)) myMap.roadList.append(thisRoad) intersections = myMap.find_intersecting_roads(0, 0) self.assertEqual(2, len(intersections)) self.assertEqual(0, intersections[0][0].roadIx) self.assertEqual(30, intersections[0][0].addr) self.assertEqual(1, intersections[0][1].roadIx) self.assertEqual(30, intersections[0][1].addr) self.assertEqual(0, intersections[1][0].roadIx) self.assertEqual(50, intersections[1][0].addr) self.assertEqual(2, intersections[1][1].roadIx) self.assertEqual(25, intersections[1][1].addr)
def test_read_write_roads(self):
myMap = CvtdMap()
myMap.nodeDict[0] = (CvtdNode(1, 1))
myMap.nodeDict[1] = (CvtdNode(4, 4))
myMap.nodeDict[2] = (CvtdNode(1, 4))
myMap.nodeDict[3] = (CvtdNode(4, 1))
myMap.nodeDict[4] = (CvtdNode(3, 4))
myMap.nodeDict[5] = (CvtdNode(4, 3))
thisRoad = CvtdRoad()
thisRoad.name = "Road from 0 to 60"
thisRoad.dir = "Up"
thisRoad.points.append(CvtdRoadPoint(0, 0))
thisRoad.points.append(CvtdRoadPoint(1, 30))
thisRoad.points.append(CvtdRoadPoint(2, 60))
myMap.roadList.append(thisRoad)
thisRoad = CvtdRoad()
thisRoad.name = "Road from 0 to 60"
thisRoad.dir = "Up"
thisRoad.points.append(CvtdRoadPoint(1, 0))
thisRoad.points.append(CvtdRoadPoint(3, 30))
thisRoad.points.append(CvtdRoadPoint(4, 50))
thisRoad.points.append(CvtdRoadPoint(5, 60))
myMap.roadList.append(thisRoad)
thisRoad = CvtdRoad()
thisRoad.name = "Road from 0 to 50"
thisRoad.dir = "Up"
thisRoad.points.append(CvtdRoadPoint(0, 0))
thisRoad.points.append(CvtdRoadPoint(5, 50))
myMap.roadList.append(thisRoad)
myMap.write_roads("tmp_roads.txt")
myCmpMap = CvtdMap()
myCmpMap.read_roads("tmp_roads.txt")
self.assertEqual(len(myMap.nodeDict), len(myCmpMap.nodeDict))
self.assertEqual(len(myMap.roadList), len(myCmpMap.roadList))
self.assertEqual(myMap.nodeDict[0].lat, myCmpMap.nodeDict[0].lat)
self.assertEqual(myMap.nodeDict[0].lon, myCmpMap.nodeDict[0].lon)
self.assertEqual(myMap.nodeDict[1].lat, myCmpMap.nodeDict[1].lat)
self.assertEqual(myMap.nodeDict[1].lon, myCmpMap.nodeDict[1].lon)
self.assertEqual(myMap.nodeDict[2].lat, myCmpMap.nodeDict[2].lat)
self.assertEqual(myMap.nodeDict[2].lon, myCmpMap.nodeDict[2].lon)
self.assertEqual(myMap.nodeDict[3].lat, myCmpMap.nodeDict[3].lat)
self.assertEqual(myMap.nodeDict[3].lon, myCmpMap.nodeDict[3].lon)
self.assertEqual(myMap.nodeDict[4].lat, myCmpMap.nodeDict[4].lat)
self.assertEqual(myMap.nodeDict[4].lon, myCmpMap.nodeDict[4].lon)
self.assertEqual(myMap.nodeDict[5].lat, myCmpMap.nodeDict[5].lat)
self.assertEqual(myMap.nodeDict[5].lon, myCmpMap.nodeDict[5].lon)
self.assertEqual(myMap.roadList[0].name, myCmpMap.roadList[0].name)
self.assertEqual(myMap.roadList[0].dir, myCmpMap.roadList[0].dir)
self.assertEqual(myMap.roadList[0].points[0].node, myCmpMap.roadList[0].points[0].node)
self.assertEqual(myMap.roadList[0].points[0].addr, myCmpMap.roadList[0].points[0].addr)
self.assertEqual(myMap.roadList[0].points[1].node, myCmpMap.roadList[0].points[1].node)
self.assertEqual(myMap.roadList[0].points[1].addr, myCmpMap.roadList[0].points[1].addr)
self.assertEqual(myMap.roadList[0].points[2].node, myCmpMap.roadList[0].points[2].node)
self.assertEqual(myMap.roadList[0].points[2].addr, myCmpMap.roadList[0].points[2].addr)
self.assertEqual(myMap.roadList[1].name, myCmpMap.roadList[1].name)
self.assertEqual(myMap.roadList[1].dir, myCmpMap.roadList[1].dir)
self.assertEqual(myMap.roadList[1].points[0].node, myCmpMap.roadList[1].points[0].node)
self.assertEqual(myMap.roadList[1].points[0].addr, myCmpMap.roadList[1].points[0].addr)
self.assertEqual(myMap.roadList[1].points[1].node, myCmpMap.roadList[1].points[1].node)
self.assertEqual(myMap.roadList[1].points[1].addr, myCmpMap.roadList[1].points[1].addr)
self.assertEqual(myMap.roadList[1].points[2].node, myCmpMap.roadList[1].points[2].node)
self.assertEqual(myMap.roadList[1].points[2].addr, myCmpMap.roadList[1].points[2].addr)
self.assertEqual(myMap.roadList[1].points[3].node, myCmpMap.roadList[1].points[3].node)
self.assertEqual(myMap.roadList[1].points[3].addr, myCmpMap.roadList[1].points[3].addr)
self.assertEqual(myMap.roadList[2].name, myCmpMap.roadList[2].name)
self.assertEqual(myMap.roadList[2].dir, myCmpMap.roadList[2].dir)
self.assertEqual(myMap.roadList[2].points[0].node, myCmpMap.roadList[2].points[0].node)
self.assertEqual(myMap.roadList[2].points[0].addr, myCmpMap.roadList[2].points[0].addr)
self.assertEqual(myMap.roadList[2].points[1].node, myCmpMap.roadList[2].points[1].node)
self.assertEqual(myMap.roadList[2].points[1].addr, myCmpMap.roadList[2].points[1].addr)
os.remove("tmp_roads.txt")
def define_road_details():
this_road = CvtdRoad()
this_road.name = input('Street name: ')
this_road.dir = input('Direction (most likely "N/S" or "E/W"): ')
return this_road
def test_compare_road(self):
nodeDict = {}
nodeDict[1] = CvtdNode(1, 1)
nodeDict[2] = CvtdNode(2, 2)
nodeDict[3] = CvtdNode(3, 3)
nodeDict[4] = CvtdNode(4, 4)
nodeDict[5] = CvtdNode(5, 5)
nodeDict[6] = CvtdNode(6, 6)
nodeDict[7] = CvtdNode(7, 7)
nodeDict[8] = CvtdNode(8, 8)
nodeDict[9] = CvtdNode(9, 9)
road1 = CvtdRoad()
road1.name = "Road A"
road1.dir = "Up"
road1.points.append(CvtdRoadPoint(1, 1))
road1.points.append(CvtdRoadPoint(2, 2))
road1.points.append(CvtdRoadPoint(3, 3))
road1.points.append(CvtdRoadPoint(4, 4))
road1.points.append(CvtdRoadPoint(5, 5))
road2 = CvtdRoad()
road2.name = "Road B"
road2.dir = "Up"
road2.points.append(CvtdRoadPoint(3, 3))
road2.points.append(CvtdRoadPoint(4, 4))
road2.points.append(CvtdRoadPoint(5, 5))
road2.points.append(CvtdRoadPoint(6, 6))
road2.points.append(CvtdRoadPoint(7, 7))
road3 = CvtdRoad()
road3.name = "Road C"
road3.dir = "Up"
road3.points.append(CvtdRoadPoint(4, 4))
road3.points.append(CvtdRoadPoint(5, 5))
road3.points.append(CvtdRoadPoint(6, 6))
road4 = CvtdRoad()
road4.name = "Road D"
road4.dir = "Up"
road4.points.append(CvtdRoadPoint(9, 9))
road4.points.append(CvtdRoadPoint(8, 8))
road4.points.append(CvtdRoadPoint(7, 7))
road5 = CvtdRoad()
road5.name = "Road E"
road5.dir = "Up"
road5.points.append(CvtdRoadPoint(4, 4))
road5.points.append(CvtdRoadPoint(7, 7))
import pdb
pdb.set_trace()
self.assertEqual(0, road1.compare_road(nodeDict, road1, nodeDict))
self.assertEqual(4, road1.compare_road(nodeDict, road2, nodeDict))
self.assertEqual(4, road1.compare_road(nodeDict, road3, nodeDict))
self.assertEqual(-1, road1.compare_road(nodeDict, road4, nodeDict))
self.assertEqual(3, road1.compare_road(nodeDict, road5, nodeDict))
self.assertEqual(4, road2.compare_road(nodeDict, road1, nodeDict))
self.assertEqual(0, road2.compare_road(nodeDict, road2, nodeDict))
self.assertEqual(1, road2.compare_road(nodeDict, road3, nodeDict))
self.assertEqual(4, road2.compare_road(nodeDict, road4, nodeDict))
self.assertEqual(3, road2.compare_road(nodeDict, road5, nodeDict))
self.assertEqual(4, road3.compare_road(nodeDict, road1, nodeDict))
self.assertEqual(2, road3.compare_road(nodeDict, road2, nodeDict))
self.assertEqual(0, road3.compare_road(nodeDict, road3, nodeDict))
self.assertEqual(-1, road3.compare_road(nodeDict, road4, nodeDict))
self.assertEqual(4, road3.compare_road(nodeDict, road5, nodeDict))
self.assertEqual(-1, road4.compare_road(nodeDict, road1, nodeDict))
self.assertEqual(4, road4.compare_road(nodeDict, road2, nodeDict))
self.assertEqual(-1, road4.compare_road(nodeDict, road3, nodeDict))
self.assertEqual(0, road4.compare_road(nodeDict, road4, nodeDict))
self.assertEqual(4, road4.compare_road(nodeDict, road5, nodeDict))
self.assertEqual(3, road5.compare_road(nodeDict, road1, nodeDict))
self.assertEqual(3, road5.compare_road(nodeDict, road2, nodeDict))
self.assertEqual(4, road5.compare_road(nodeDict, road3, nodeDict))
self.assertEqual(4, road5.compare_road(nodeDict, road4, nodeDict))
self.assertEqual(0, road5.compare_road(nodeDict, road5, nodeDict))
def add_road(self, wayIx, baseRoadIx):
way = self.roadList[wayIx]
addedRoads = [wayIx]
newRoad = CvtdRoad()
if baseRoadIx is not None:
# If we're appending onto a road, add all the nodes from the main map into this map
baseRoad = self.mainMap.roadList[baseRoadIx]
newRoad.name = baseRoad.name
newRoad.dir = baseRoad.dir
for point in baseRoad.points:
self.nodeDict[point.node] = self.mainMap.nodeDict[point.node]
newRoad.points.append(CvtdRoadPoint(point.node, point.addr))
print(f"{way.name} goes from {self.nodeDict[way.points[0].node]} to {self.nodeDict[way.points[-1].node]} with {len(way.points)} points")
newName = input(f'Enter a name for this road (leave blank for "{way.name}"): ')
if newName:
newRoad.name = newName
else:
newRoad.name = way.name
newRoad.dir = input(f"Enter a direction for {newRoad.name} ('N/S', 'E/W', or other): ")
minValue = None
maxValue = None
lastValue = None
# Merge check, only once, at the end. Reset to True if they accept the merge
mergeCheck = True
# For each point in this way
pointList = way.points
# Let them come back to some points if desired
while len(pointList) > 0:
returnPointList = []
for point in pointList:
# Don't let the same point get added twice
if point.node in [p.node for p in newRoad.points]:
continue
# Store the node in question
node = self.nodeDict[point.node]
# Look for ways in the OSM file that also use this node
newIntersections = []
for checkWay in self.roadList:
if point.node in [checkPoint.node for checkPoint in checkWay.points]:
newIntersections.append(checkWay)
# Calculate the "best guess" for the address at this point
interpolateAddress = newRoad.estimate_addr(node, self.nodeDict)
print(f"\nNext point is ({node.lat}, {node.lon}), best guess {interpolateAddress}")
if len(newIntersections) > 0:
print(f"The following {len(newIntersections)} roads from the OSM file intersect at this node: ")
for way in newIntersections:
print(" - " + way.name + ': ' + str(way.tags))
# Determine a max and a min value for this point
if len(newRoad.points) == 0:
minValue = None
maxValue = None
neValue = None
elif len(newRoad.points) == 1:
minValue = None
maxValue = None
neValue = newRoad.points[0].addr
else:
point_ix, proj_ratio, error = newRoad.compute_proj_ratio(node.lat, node.lon, self.nodeDict)
inc = newRoad.increasing()
if (proj_ratio < 0 and inc) or (proj_ratio > 1 and not inc):
# Address must be less than the first address
minValue = None
maxValue = newRoad.points[0].addr - 1
neValue = None
elif (proj_ratio > 1 and inc) or (proj_ratio < 0 and not inc):
# Address must be greater than the final address
minValue = newRoad.points[-1].addr + 1
maxValue = None
neValue = None
else:
# Address must be between point #point_ix and the following point
minValue = newRoad.points[point_ix].addr + 1 if inc else newRoad.points[point_ix + 1].addr - 1
maxValue = newRoad.points[point_ix + 1].addr - 1 if inc else newRoad.points[point_ix].addr + 1
neValue = None
# Now let them choose an address, or 'skip' (ignore this point), or 'return' (come back to this point later)
repeatThisAddr = True
while repeatThisAddr:
repeatThisAddr = False
addr = CvtdUtil.input_int("Enter the address for this point, or 'skip', 'return' or 'edit': ", minValue, maxValue, neValue, ['skip', 'return', 'edit', 'quit', 's', 'r', 'e', 'q'])
if addr is not None:
if addr in ["skip", 's']:
pass
elif addr in ["return", 'r']:
returnPointList.append(point)
elif addr in ["edit", 'e']:
newRoad.edit(self.nodeDict)
repeatThisAddr = True
elif addr in ["quit", 'q']:
return
else:
newRoad.insert(CvtdRoadPoint(point.node, addr))
newRoad.describe(self.nodeDict)
else:
return
if len(returnPointList) > 0:
pointList = returnPointList
elif mergeCheck:
pointList = []
mergeCheck = False
print("\nYou've defined the following road:")
newRoad.describe(self.nodeDict)
print('')
# They successfully added all the points. See if they want to merge with another road
possibleMerges = [way for way in self.roadList if newRoad.extendable(way)]
if len(possibleMerges) > 0:
print(f"There are {len(possibleMerges)} ways that you could merge into this road. ")
for ix, way in enumerate(possibleMerges):
print(f"[{ix+1}]: {way.name} has {len(way.points)} nodes")
print(" " + ", ".join([f"({self.nodeDict[p.node].lat}, {self.nodeDict[p.node].lon})" for p in way.points]))
mergeWay = CvtdUtil.input_int(f"Merge another road into this road? (1-{len(possibleMerges)}) or (n)o: ", 1, len(possibleMerges), validAnswers=['n', 'no'])
if type(mergeWay) is int:
mergeWay = mergeWay - 1
pointList = possibleMerges[mergeWay].points
addedRoads.append(self.roadList.index(possibleMerges[mergeWay]))
mergeCheck = True
else:
# They were offered a merge check but they rejected it
pointList = []
confirm = 'e'
while confirm == 'e':
confirm = input("Add this new road to your map? (y/n/[e]dit): ")
if confirm == 'e':
newRoad.edit(self.nodeDict)
print("\nYou've defined the following road:")
newRoad.describe(self.nodeDict)
print('')
elif confirm == 'y':
# If we are replacing a street (adding onto one), replace. Else add
import pdb; pdb.set_trace()
if baseRoadIx is not None:
self.mainMap.replace_street_with_nodes(newRoad, self.nodeDict, baseRoadIx)
else:
self.mainMap.add_street_with_nodes(newRoad, self.nodeDict)
print(f"You now have {len(self.mainMap.roadList)} roads.")
# Remove each road, adjusting other indices for each road removed
for ixOfIx, ixToRemove in enumerate(addedRoads):
# Delete the ixToRemove'th index in self.roadList
del self.roadList[ixToRemove]
# Decrement all successive indices that are greater than ixToRemove
for ixOfAdjustIx, ixToAdjust in enumerate(addedRoads[ixOfIx+1:]):
if ixToAdjust > ixToRemove:
addedRoads[ixOfAdjustIx] = addedRoads[ixOfAdjustIx] - 1
return addedRoads