class DepthFirstOrder:
def __init__(self, G):
"""
Args:
G: Digraph
"""
self.marked = [False for _ in range(G.V)]
# 所有顶点的前序排序
self.pre = Queue()
# 所有顶点的后序排列
self.post = Queue()
# 所有顶点的逆后序排列
self.reverse_post = Stack()
for v in range(G.V):
if not self.marked[v]:
self.dfs(G, v)
def dfs(self, G, v):
"""
Args:
G: Digraph
v: int
"""
self.pre.enqueue(v)
self.marked[v] = True
for w in G.adj[v]:
if not self.marked[w]:
self.dfs(G, w)
self.post.enqueue(v)
self.reverse_post.push(v)
def path_to(self, v: int) -> Stack:
if not self.has_path_to(v):
return
path = Stack()
e = self.edge_to[v]
while e:
path.push(e)
e = self.edge_to[e.from_()]
return path
def __init__(self, G):
"""
Args:
G: Digraph
"""
self.marked = [False for _ in range(G.V)]
# 所有顶点的前序排序
self.pre = Queue()
# 所有顶点的后序排列
self.post = Queue()
# 所有顶点的逆后序排列
self.reverse_post = Stack()
for v in range(G.V):
if not self.marked[v]:
self.dfs(G, v)
def path_to(self, v):
"""
Args:
v: int
Return:
Iterable<DirectedEdge>
"""
if not self.has_path_to(v):
return
path = Stack()
e = self.edge_to[v]
while e:
path.push(e)
e = self.edge_to[e.from_()]
return path
class DirectedCycle:
def __init__(self, G):
"""
Args:
G: Digraph
"""
self.marked = [False for _ in range(G.V)]
self.edge_to = [x for x in range(G.V)]
# 有向环中的所有顶点, 如果存在的话
self.cycle = None
# 递归调用的栈上的所有顶点
self.on_stack = [False for _ in range(G.V)]
for v in range(G.V):
if not self.marked[v]:
self.dfs(G, v)
def dfs(self, G, v):
"""
Args:
G: Digraph
v: int
"""
self.on_stack[v] = True
self.marked[v] = True
for w in G.adj[v]:
if self.has_cycle():
return
elif not self.marked[w]:
self.edge_to[w] = v
self.dfs(G, w)
elif self.on_stack[w]:
self.cycle = Stack()
x = v
while x != w:
self.cycle.push(x)
x = self.edge_to[x]
self.cycle.push(w)
self.cycle.push(v)
self.on_stack[v] = False
def has_cycle(self):
"""
Return:
bool
"""
return self.cycle != None
def dfs(self, G, v):
"""
Args:
G: Digraph
v: int
"""
self.on_stack[v] = True
self.marked[v] = True
for w in G.adj[v]:
if self.has_cycle():
return
elif not self.marked[w]:
self.edge_to[w] = v
self.dfs(G, w)
elif self.on_stack[w]:
self.cycle = Stack()
x = v
while x != w:
self.cycle.push(x)
x = self.edge_to[x]
self.cycle.push(w)
self.cycle.push(v)
self.on_stack[v] = False
def path_to(self, v):
"""
Args:
v: int
Return:
Iterable<int>
"""
if not self.has_path_to(v):
return
path = Stack()
x = v
while x != self.s:
path.push(x)
x = self.edge_to(x)
path.push(self.s)
return path