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60 changes: 43 additions & 17 deletions sorts/topological_sort.py
Original file line number Diff line number Diff line change
Expand Up @@ -15,27 +15,53 @@
vertices: list[str] = ["a", "b", "c", "d", "e"]


def topological_sort(start: str, visited: list[str], sort: list[str]) -> list[str]:
"""Perform topological sort on a directed acyclic graph."""
current = start
# add current to visited
def _visit(
current: str,
visited: list[str],
post_order: list[str],
graph: dict[str, list[str]],
) -> None:
"""Visit all descendants of the current vertex using DFS."""
visited.append(current)
neighbors = edges[current]
for neighbor in neighbors:
# if neighbor not in visited, visit
for neighbor in graph[current]:
if neighbor not in visited:
sort = topological_sort(neighbor, visited, sort)
# if all neighbors visited add current to sort
sort.append(current)
# if all vertices haven't been visited select a new one to visit
if len(visited) != len(vertices):
for vertice in vertices:
_visit(neighbor, visited, post_order, graph)
post_order.append(current)


def topological_sort(
start: str,
visited: list[str],
sort: list[str],
graph: dict[str, list[str]] | None = None,
vertices_list: list[str] | None = None,
) -> list[str]:
"""
Perform topological sort on a directed acyclic graph.

>>> result = topological_sort("a", [], [], edges, vertices)
>>> all(
... result.index(parent) < result.index(child)
... for parent, children in edges.items()
... for child in children
... )
True
"""
if graph is None:
graph = edges
if vertices_list is None:
vertices_list = list(graph)

_visit(start, visited, sort, graph)
if len(visited) != len(vertices_list):
for vertice in vertices_list:
if vertice not in visited:
sort = topological_sort(vertice, visited, sort)
# return sort
_visit(vertice, visited, sort, graph)
sort.reverse()
return sort


if __name__ == "__main__":
sort = topological_sort("a", [], [])
print(sort)
result = topological_sort("a", [], [], edges, vertices)
assert result == ["a", "b", "e", "d", "c"]
print(result)