dijkstra: add statistics for time and co2
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@@ -83,6 +83,9 @@ class Location:
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math.cos(lat1) * math.cos(lat2) * math.cos(long2 - long1)
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return rErde * math.acos(inner)
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def is_same_continent(self, loc2) -> bool:
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return self.continent == loc2.continent
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class DataSet:
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def __init__(self, locations: dict, flights: dict, connection: tuple):
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37
dijsktra.py
37
dijsktra.py
@@ -12,10 +12,12 @@ class Dijkstra():
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self.graph = graph
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self.table = {}
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for vertex in graph:
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self.table.update({vertex: {"distance": 9999999, "prev": None}})
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self.table[connection[0]]["distance"] = 0
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self.table.update({vertex: {"distance": (9999999, 999999), "prev": None}})
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self.table[connection[0]]["distance"] = (0, 0)
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def algorithm(self, switch: str):
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assert(switch == "time" or switch == "co2")
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def algorithm(self):
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print("Performing Dijkstra on the following graph...")
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for vertex in self.graph:
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print(f"{vertex}: {self.graph[vertex]}")
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@@ -24,11 +26,19 @@ class Dijkstra():
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neighbors = self.graph[v1]
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for n in neighbors:
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key = [elem for elem in n.keys()][0] # name of neighbor node
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# NOTE: change time or co2 here
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edge = n[key]["time"]
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dist = self.table[v1]["distance"] + edge
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if dist < self.table[key]["distance"]:
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self.table[key]["distance"] = dist
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edge = (n[key]["time"], n[key]["co2"])
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# update both time and co2
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time = self.table[v1]["distance"][0] + edge[0]
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co2 = self.table[v1]["distance"][1] + edge[1]
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# but only eval the one we want
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if switch == "time":
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if time < self.table[key]["distance"][0]:
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self.table[key]["distance"] = (time, co2)
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self.table[key]["prev"] = v1
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elif switch == "co2":
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if co2 < self.table[key]["distance"][1]:
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self.table[key]["distance"] = (time, co2)
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self.table[key]["prev"] = v1
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print("self.table:", self.table)
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@@ -39,10 +49,17 @@ class Dijkstra():
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# start at destination
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sequence.append(dest)
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total_time = 0
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total_co2 = 0
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while start not in sequence:
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# previous jump
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prev = self.table[sequence[-1]]["prev"]
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current = self.table[sequence[-1]] # last element of list
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prev = current["prev"]
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total_time += current["distance"][0]
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total_co2 += current["distance"][1]
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sequence.append(prev)
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sequence.reverse()
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print(sequence)
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print("Total Time:", total_time)
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print("Total CO2:", total_co2)
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17
graph.py
17
graph.py
@@ -50,7 +50,6 @@ def calc_time(
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if distance <= 25:
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return distance / TransportMethod.OEPNV.value.speed
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else:
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# NOTE: should we subtract here?
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return (distance / TransportMethod.ICE.value.speed)
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case TransportKind.FLYING:
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assert(flights != None)
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@@ -100,10 +99,15 @@ def create_graph(dataset: DataSet) -> dict:
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print(f"Added new INDIVIDUAL connection from {start} to {dest}")
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# Train
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if locations[start].type == LocationType.HALTESTELLE:
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is_haltestelle = locations[start].type == LocationType.HALTESTELLE
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is_same_continent = locations[start].is_same_continent(locations[dest])
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# trains only drive from haltestelle and same continent
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if is_haltestelle and is_same_continent:
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dest_type = locations[dest].type
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# there are only trains between haltestellen or airports
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if dest_type == LocationType.HALTESTELLE or dest_type == LocationType.FLUGHAFEN:
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is_dest_haltestelle = dest_type == LocationType.HALTESTELLE
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is_dest_flughafen = dest_type == LocationType.FLUGHAFEN
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if is_dest_haltestelle or is_dest_flughafen:
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dist = distance + distance * TransportKind.TRAIN.value
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time = calc_time(dist, TransportKind.TRAIN)
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co2 = calc_co2(dist, TransportKind.TRAIN)
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@@ -121,10 +125,11 @@ def create_graph(dataset: DataSet) -> dict:
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start = flight
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dest = flights[flight]["to"]
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distance = locations[start].distance(locations[dest])
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time = calc_time(distance * TransportKind.FLYING.value, TransportKind.FLYING, flights, start)
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co2 = calc_co2(distance * TransportKind.FLYING.value, TransportKind.FLYING)
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dist = distance + distance * TransportKind.FLYING.value
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time = calc_time(dist, TransportKind.FLYING, flights, start)
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co2 = calc_co2(dist, TransportKind.FLYING)
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new_connection: dict = {dest:
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{"kind": TransportKind.TRAIN,
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{"kind": TransportKind.FLYING,
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"co2": co2,
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"time": time}}
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graph[start].append(new_connection)
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3
main.py
3
main.py
@@ -15,11 +15,10 @@ def main():
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# parse inputfile
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dataset: dict = parse(INPUTFILE)
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# create graph
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# TODO: train only on same continent
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graph: dict = create_graph(dataset)
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# solve
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dijkstra = Dijkstra(graph, dataset.connection)
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dijkstra.algorithm()
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dijkstra.algorithm("time")
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dijkstra.print_result(dataset.connection)
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