void clear() {
eigen_vector_query.clear();
spt_query.clear();
}
void graph_wo_index::get_diff_eigen_score(eigen_vector_query_diff& diff) const {
diff.clear(); // tmp_diff + swap is better ?
for (eigen_vector_query_mixed::const_iterator query_it
= eigen_scores_.begin();
query_it != eigen_scores_.end(); ++query_it) {
const preset_query& query = query_it->first;
const eigen_vector_mixed& model = query_it->second;
double dist = 0;
for (eigen_vector_mixed::const_iterator it = model.begin();
it != model.end(); ++it) {
if (it->second.out_degree_num == 0) {
dist += it->second.score;
}
}
unordered_set<node_id_t> unmatched_nodes;
uint64_t new_node_num = 0;
double dist_from_new_node = 0;
for (node_info_map::const_iterator node_it = local_nodes_.begin();
node_it != local_nodes_.end(); ++node_it) {
if (model.count(node_it->first) == 0) {
if (!is_matched_to_query(query.node_query, node_it->second.property)) {
unmatched_nodes.insert(node_it->first);
continue;
}
dist_from_new_node += 1.0;
++new_node_num;
}
}
dist += dist_from_new_node;
if (model.size() + new_node_num > 0) {
dist /= (model.size() + new_node_num);
}
eigen_vector_diff& qdiff = diff[query];
for (node_info_map::const_iterator node_it = local_nodes_.begin();
node_it != local_nodes_.end(); ++node_it) {
if (unmatched_nodes.count(node_it->first)) {
continue;
}
if (!is_matched_to_query(query.node_query, node_it->second.property)) {
unmatched_nodes.insert(node_it->first);
continue;
}
const std::vector<edge_id_t>& in_edges = node_it->second.in_edges;
double score = 0;
for (size_t i = 0; i < in_edges.size(); ++i) {
if (unmatched_nodes.count(in_edges[i])) {
continue;
}
edge_info_map::const_iterator edge_it = local_edges_.find(in_edges[i]);
if (edge_it == local_edges_.end()) {
continue;
}
const node_id_t src = edge_it->second.src;
if (unmatched_nodes.count(src)) {
continue;
}
if (!is_matched_to_query(query.edge_query, edge_it->second.p)) {
continue;
}
eigen_vector_mixed::const_iterator it = model.find(edge_it->second.src);
if (it == model.end()) {
continue;
}
if (it->second.out_degree_num != 0) {
// TODO(beam2d) it->second.score > 0 should indicate
// it->second.out_degree_num
score += it->second.score / it->second.out_degree_num;
}
}
eigen_vector_info ei;
ei.score = config_.alpha * score + 1 - config_.alpha
+ config_.alpha * dist;
if (is_empty_query(query)) {
ei.out_degree_num = node_it->second.out_edges.size();
} else {
uint64_t out_degree = 0;
for (size_t i = 0; i < node_it->second.out_edges.size(); ++i) {
const edge_info_map::const_iterator edge_it
= local_edges_.find(node_it->second.out_edges[i]);
const edge_info& edge = edge_it->second;
if (unmatched_nodes.count(edge.tgt)) {
continue;
}
if (!is_node_matched_to_query(query, edge.tgt)) {
unmatched_nodes.insert(edge.tgt);
continue;
}
if (!is_matched_to_query(query.edge_query, edge.p)) {
continue;
}
++out_degree;
}
ei.out_degree_num = out_degree;
}
qdiff[node_it->first] = ei;
}
}
}