* Copyright (c) 2025-2026 Huawei Technologies Co., Ltd.
* This program is free software, you can redistribute it and/or modify it under the terms and conditions of
* CANN Open Software License Agreement Version 2.0 (the "License").
* Please refer to the License for details. You may not use this file except in compliance with the License.
* THIS SOFTWARE IS PROVIDED ON AN "AS IS" BASIS, WITHOUT WARRANTIES OF ANY KIND, EITHER EXPRESS OR IMPLIED,
* INCLUDING BUT NOT LIMITED TO NON-INFRINGEMENT, MERCHANTABILITY, OR FITNESS FOR A PARTICULAR PURPOSE.
* See LICENSE in the root of the software repository for the full text of the License.
*/
* \file graph_traits.h
* \brief
*/
#ifndef OSP_GRAPH_TRAITS_H
#define OSP_GRAPH_TRAITS_H
#include "interface/utils/common.h"
* @file graph_traits.hpp
* @brief Type traits and concepts for graph structures in OneStopParallel.
*
* This file defines the core requirements for types used by graph implementations in the library,
* specifically for computational DAGs. It provides mechanisms
* to extract types for vertex indices, edge descriptors, and weights,
* ensuring that graph implementations conform to the expected interfaces.
*/
namespace npu::tile_fwk {
namespace osp {
template <typename T>
using VertexIdxT = typename T::VertexIdx;
template <typename T>
using VWorkwT = typename T::VertexWorkWeightType;
template <typename T>
using VCommwT = typename T::VertexCommWeightType;
template <typename T>
using VMemwT = typename T::VertexMemWeightType;
template <typename T>
using VTypeT = typename T::VertexTypeType;
* @brief Traits to check for the existence of specific type members.
*
* These structs inherit from `std::true_type` if the specified member type exists in `T`,
* otherwise they inherit from `std::false_type`.
*/
template <typename T, typename = void>
struct HasEdgeDescTmember : std::false_type {};
template <typename T>
struct HasEdgeDescTmember<T, std::void_t<typename T::DirectedEdgeDescriptor>> : std::true_type {};
* @brief A default edge descriptor for directed graphs.
*
* This struct is used when the graph type does not provide its own edge descriptor.
* It simply holds the source and target vertex indices.
*
* @tparam GraphT The graph type.
*/
template <typename GraphT>
struct DirectedEdge {
VertexIdxT<GraphT> source_;
VertexIdxT<GraphT> target_;
bool operator==(const DirectedEdge &other) const
{
return source_ == other.source_ && target_ == other.target_;
}
bool operator!=(const DirectedEdge &other) const
{
return !(*this == other);
}
DirectedEdge() : source_(0), target_(0) {}
DirectedEdge(const DirectedEdge &other) = default;
DirectedEdge(DirectedEdge &&other) = default;
DirectedEdge &operator=(const DirectedEdge &other) = default;
DirectedEdge &operator=(DirectedEdge &&other) = default;
~DirectedEdge() = default;
DirectedEdge(VertexIdxT<GraphT> src, VertexIdxT<GraphT> tgt) : source_(src), target_(tgt) {}
};
* @brief Helper struct to extract the edge descriptor type of a directed graph.
*
* If the graph defines `directed_edge_descriptor`, it is extracted;
* otherwise, `directed_edge` is used as a default implementation.
*/
template <typename T, bool hasEdge>
struct DirectedGraphEdgeDescTraitsHelper {
using DirectedEdgeDescriptor = DirectedEdge<T>;
};
template <typename T>
struct DirectedGraphEdgeDescTraits {
using DirectedEdgeDescriptor =
typename DirectedGraphEdgeDescTraitsHelper<T, HasEdgeDescTmember<T>::value>::DirectedEdgeDescriptor;
};
template <typename T>
using EdgeDescT = typename DirectedGraphEdgeDescTraits<T>::DirectedEdgeDescriptor;
* @brief Check if a graph guarantees vertices are stored/iterated in topological order.
* It allows a graph implementation to notify algorithms that vertices are stored/iterated
* in topological order which can be used to optimize the algorithm.
*/
template <typename T, typename = void>
struct HasVerticesInTopOrderTrait : std::false_type {};
template <typename T>
struct HasVerticesInTopOrderTrait<T, std::void_t<decltype(T::verticesInTopOrder_)>>
: std::bool_constant<std::is_same_v<decltype(T::verticesInTopOrder_), const bool> && T::verticesInTopOrder_> {};
template <typename T>
inline constexpr bool hasVerticesInTopOrderV = HasVerticesInTopOrderTrait<T>::value;
}
}
* @brief Specialization of std::hash for osp::directed_edge.
*
* This specialization provides a hash function for osp::directed_edge, which is used in hash-based containers like
* std::unordered_set and std::unordered_map.
*/
template <typename GraphT>
struct std::hash<npu::tile_fwk::osp::DirectedEdge<GraphT>> {
std::size_t operator()(const npu::tile_fwk::osp::DirectedEdge<GraphT> &p) const noexcept
{
std::size_t h1 = std::hash<npu::tile_fwk::osp::VertexIdxT<GraphT>>{}(p.source_);
std::size_t h2 = std::hash<npu::tile_fwk::osp::VertexIdxT<GraphT>>{}(p.target_);
npu::tile_fwk::HashCombine(h1, h2);
return h1;
}
};
#endif