Files
paddlepaddle--paddle/paddle/common/dfs_walker.h
T
2026-07-13 12:40:42 +08:00

94 lines
2.8 KiB
C++

// Copyright (c) 2023 CINN Authors. All Rights Reserved.
//
// Licensed under the Apache License, Version 2.0 (the "License");
// you may not use this file except in compliance with the License.
// You may obtain a copy of the License at
//
// http://www.apache.org/licenses/LICENSE-2.0
//
// Unless required by applicable law or agreed to in writing, software
// distributed under the License is distributed on an "AS IS" BASIS,
// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
// See the License for the specific language governing permissions and
// limitations under the License.
#pragma once
#include <array>
#include <functional>
#include <iostream>
#include <queue>
#include <stack>
#include <unordered_set>
namespace common {
// depth-first search visitor
template <typename NodeType>
class DfsWalker final {
public:
DfsWalker(const DfsWalker&) = delete;
DfsWalker(DfsWalker&&) = delete;
using NodeHandlerType = std::function<void(NodeType)>;
using NodesVisitorType =
std::function<void(NodeType, const NodeHandlerType&)>;
DfsWalker(const NodesVisitorType& VisitNextNodes)
: VisitNextNodes_(VisitNextNodes) {}
void operator()(NodeType node, const NodeHandlerType& NodeHandler) const {
std::array<NodeType, 1> nodes{node};
(*this)(nodes.begin(), nodes.end(), NodeHandler, [&](NodeType) {});
}
template <typename NodeIt>
void operator()(NodeIt begin,
NodeIt end,
const NodeHandlerType& NodeHandler) const {
(*this)(begin, end, NodeHandler, [&](NodeType) {});
}
// https://en.wikipedia.org/wiki/Depth-first_search
template <typename NodeIt>
void operator()(NodeIt begin,
NodeIt end,
const NodeHandlerType& NodeHandlerOnPush,
const NodeHandlerType& NodeHandlerOnPop) const {
std::unordered_set<NodeType> discovered;
struct Neighbours {
NodeType producer;
std::queue<NodeType> consumers;
};
std::stack<Neighbours> stack;
const auto& TryPush = [&](NodeType node) {
if (discovered.count(node) == 0) {
discovered.insert(node);
NodeHandlerOnPush(node);
stack.push(Neighbours{.producer = node});
VisitNextNodes_(node, [&](NodeType next_node) {
stack.top().consumers.push(next_node);
});
}
};
for (NodeIt node_iter = begin; node_iter != end; ++node_iter) {
TryPush(*node_iter);
while (!stack.empty()) {
auto* neighbours = &stack.top();
if (neighbours->consumers.empty()) {
NodeHandlerOnPop(neighbours->producer);
stack.pop();
} else {
TryPush(neighbours->consumers.front());
neighbours->consumers.pop();
}
}
}
}
private:
NodesVisitorType VisitNextNodes_;
};
} // namespace common