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author | William Carroll <wpcarro@gmail.com> | 2020-01-29T14·29+0000 |
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committer | William Carroll <wpcarro@gmail.com> | 2020-01-29T14·29+0000 |
commit | fb9380ba268b3cd27372acadb87b14cc96163374 (patch) | |
tree | f65d7fc8d8726499165a0949af39afd1abc8118c /universe/data_structures_and_algorithms/dijkstra-shortest-path.py | |
parent | 15110e6de9f85537c7847267caa35fa068aea001 (diff) | |
parent | 8ad51b24dd8719840aac47134835ea25cfe1b0b8 (diff) |
Add 'universe/' from commit '8ad51b24dd8719840aac47134835ea25cfe1b0b8'
git-subtree-dir: universe git-subtree-mainline: 15110e6de9f85537c7847267caa35fa068aea001 git-subtree-split: 8ad51b24dd8719840aac47134835ea25cfe1b0b8
Diffstat (limited to 'universe/data_structures_and_algorithms/dijkstra-shortest-path.py')
-rw-r--r-- | universe/data_structures_and_algorithms/dijkstra-shortest-path.py | 48 |
1 files changed, 48 insertions, 0 deletions
diff --git a/universe/data_structures_and_algorithms/dijkstra-shortest-path.py b/universe/data_structures_and_algorithms/dijkstra-shortest-path.py new file mode 100644 index 000000000000..03907f604044 --- /dev/null +++ b/universe/data_structures_and_algorithms/dijkstra-shortest-path.py @@ -0,0 +1,48 @@ +from collections import deque +from heapq import heappush, heappop +from fixtures import weighted_graph + + +def put(t, x, xs): + if t == 'stack': + return xs.append(x) + if t == 'queue': + return xs.append(x) + if t == 'priority': + return heappush(xs, x) + + +def pop(t, xs): + if t == 'stack': + return xs.pop() + if t == 'queue': + return xs.popleft() + if t == 'priority': + return heappop(xs) + + +# shortest_path :: Vertex -> Vertex -> Graph -> [Vertex] +def shortest_path(a, b, g): + """Returns the shortest path from vertex a to vertex b in graph g.""" + t = 'priority' + xs = [] + seen = set() + # Map(Weight, [Vertex]) + m = {} + + put(t, (0, [a], a), xs) + + while xs: + w0, path, v = pop(t, xs) + + seen.add(v) + if v == b: + m[w0] = path + for w1, x in g.get(v): + if x not in seen: + put(t, (w0 + w1, path + [x], x), xs) + + return m + + +print(shortest_path('a', 'f', graph_a)) |