* Copyright (c) 2025 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.
*/
#include "graph/utils/cycle_detector.h"
#include "framework/common/debug/ge_log.h"
#include "graph_metadef/graph/debug/ge_util.h"
namespace ge {
namespace {
void PrintAllNodes(const std::vector<NodePtr> &scope_nodes) {
for (const auto &node : scope_nodes) {
if (node == nullptr) {
GELOGD("type: null, name: null");
} else {
GELOGD("type: %s, name: %s", node->GetType().c_str(), node->GetName().c_str());
}
}
}
bool CheckEachPeerOut(const NodePtr &node, const std::unordered_set<NodePtr> &scope_nodes_set,
const std::vector<NodePtr> &scope_nodes,
const std::unique_ptr<ConnectionMatrix> &connectivity) {
for (const auto &peer_out : node->GetOutAllNodes()) {
if (scope_nodes_set.count(peer_out) > 0) {
continue;
}
for (const auto &node_temp : scope_nodes) {
if ((node_temp == nullptr) || (node_temp == node)) {
continue;
}
GELOGD("Check %s and %s.", peer_out->GetName().c_str(), node_temp->GetName().c_str());
if (connectivity->IsConnected(peer_out, node_temp)) {
GELOGD("There is a path between %s and %s after fusing:", peer_out->GetName().c_str(),
node_temp->GetName().c_str());
PrintAllNodes(scope_nodes);
return true;
}
}
}
return false;
}
bool DetectOneScope(const std::vector<NodePtr> &scope_nodes,
const std::unique_ptr<ConnectionMatrix> &connectivity) {
const std::unordered_set<NodePtr> scope_nodes_set(scope_nodes.begin(), scope_nodes.end());
for (const auto &node : scope_nodes) {
if (node == nullptr) {
continue;
}
if (CheckEachPeerOut(node, scope_nodes_set, scope_nodes, connectivity)) {
return true;
}
}
return false;
}
}
graphStatus CycleDetector::Init(const ComputeGraphPtr &graph) {
if (connectivity_ == nullptr) {
connectivity_ = ComGraphMakeUnique<ConnectionMatrix>(graph);
if (connectivity_ == nullptr) {
GELOGW("Make shared failed");
return FAILED;
}
const Status ret = connectivity_->Generate(graph);
if (ret != SUCCESS) {
GE_LOGE("Cannot generate connection matrix for graph %s.", graph->GetName().c_str());
return FAILED;
}
}
return SUCCESS;
}
bool CycleDetector::HasDetectedCycle(const std::vector<std::vector<NodePtr>> &fusion_nodes) {
for (const auto &scope_nodes : fusion_nodes) {
if (DetectOneScope(scope_nodes, connectivity_)) {
return true;
}
}
return false;
}
void CycleDetector::Update(const ComputeGraphPtr &graph, const std::vector<NodePtr> &fusion_nodes) {
if (connectivity_ == nullptr) {
GELOGW("Connectivity is empty, please call HasDetectedCycle first.");
return;
}
connectivity_->Update(graph, fusion_nodes);
}
void CycleDetector::ExpandAndUpdate(const vector<ge::NodePtr> &fusion_nodes, const std::string &node_name) {
if (connectivity_ == nullptr) {
GELOGW("Connectivity is empty, please generate first.");
return;
}
connectivity_->ExpandAndUpdate(fusion_nodes, node_name);
}
}