Created
July 1, 2019 20:17
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data = [('SFO', 'HKO'), ('YYZ', 'SFO'), ('YUL', 'YYZ'), ('HKO', 'ORD')] | |
# extract nodes | |
nodes = list(set([val for s in data for val in s])) | |
# build a graph | |
graph = {} | |
for n in nodes: | |
graph[n] = [] | |
paths = [path for path in data if n in path] | |
connections = list(set([val for s in paths for val in s])) | |
connections.remove(n) | |
graph[n] = connections | |
# function to be called recursively to find a path from a point to another. | |
def find_path(graph, start, end, path=[]): | |
path = path + [start] | |
if start == end: | |
return path | |
if not graph.has_key(start): | |
return None | |
for node in graph[start]: | |
if node not in path: | |
new_path = find_path(graph, node, end, path) | |
if new_path: return new_path | |
return None | |
all_paths = [] | |
for n in nodes: | |
path = find_path(graph=graph, start='SFO', end=n) | |
all_paths.append(path) | |
print(all_paths) |
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