/********************************************************************* * * * Copyright (c) 1997,1998, 1999 * * Multimedia DB Group and DEIS - CSITE-CNR, * * University of Bologna, Bologna, ITALY. * * * * All Rights Reserved. * * * * Permission to use, copy, and distribute this software and its * * documentation for NON-COMMERCIAL purposes and without fee is * * hereby granted provided that this copyright notice appears in * * all copies. * * * * THE AUTHORS MAKE NO REPRESENTATIONS OR WARRANTIES ABOUT THE * * SUITABILITY OF THE SOFTWARE, EITHER EXPRESS OR IMPLIED, INCLUDING * * BUT NOT LIMITED TO THE IMPLIED WARRANTIES OF MERCHANTABILITY, * * FITNESS FOR A PARTICULAR PURPOSE, OR NON-INFRINGEMENT. THE AUTHOR * * SHALL NOT BE LIABLE FOR ANY DAMAGES SUFFERED BY LICENSEE AS A * * RESULT OF USING, MODIFYING OR DISTRIBUTING THIS SOFTWARE OR ITS * * DERIVATIVES. * * * *********************************************************************/ #include #include "list.h" #include "MT.h" #include "MTpredicate.h" #include "MTcursor.h" #ifdef _WIN32 // these functions are defined under UNIX void srandom(int seed) { srand(seed); } int random() { return rand(); } #endif TruePredicate truePredicate; int PickRandom(int from, int to) { return (random()%(to-from))+from; } MTnode * MT::ParentNode(MTnode *node) { GiSTpath path=node->Path(); MTnode *parentnode; path.MakeParent(); parentnode=(MTnode *)ReadNode(path); return parentnode; // parentnode should be destroyed by the caller } void MT::CollectStats() { /*#if defined(_DEBUG) CMemoryState msOld, msNew, msDif; msOld.Checkpoint(); #endif */ GiSTpath path; GiSTnode *node; path.MakeRoot(); node=ReadNode(path); if(!node->IsLeaf()) { TruePredicate truePredicate; GiSTlist list=node->Search(truePredicate); // retrieve all the children double *areas, *radii, totarea=0; int *n, maxn=node->Level(), totn=1, i; areas=new double[maxn]; radii=new double[maxn]; n=new int[maxn]; for(i=0; i newlist; path.MakeChild(e->Ptr()); node=ReadNode(path); n[node->Level()]++; areas[node->Level()]+=((MTkey *)e->Key())->area(); radii[node->Level()]+=((MTkey *)e->Key())->maxradius(); if(!node->IsLeaf()) newlist=node->Search(truePredicate); // recurse to next level while(!newlist.IsEmpty()) list.Append(newlist.RemoveFront()); path.MakeParent(); delete e; delete node; } // output the results cout << "Level:\tPages:\tRadius:\tArea:\n"; for(i=maxn-1; i>=0; i--) { totn+=n[i]; totarea+=areas[i]; cout << i << ":\t" << n[i] << "\t" << radii[i]/n[i] << "\t" << areas[i]/n[i] << endl; } cout << "tot:\t" << totn << "\t" << totarea << endl; delete []areas; delete []radii; delete []n; } else delete node; /* #if defined(_DEBUG) msNew.Checkpoint(); msDif.Difference(msOld, msNew); msDif.DumpStatistics(); #endif */ } BOOL MT::CheckNode(GiSTpath path, MTentry *e) { MTnode *node=(MTnode *)ReadNode(path); BOOL ret=TRUE; for(int i=0; (iNumEntries())&&ret; i++) { MTentry *child=(MTentry *)(*node)[i].Ptr(); if((e!=NULL)&&(((child->Key()->distance+child->maxradius())>e->maxradius())||(child->object().distance(e->object())!=child->Key()->distance))) { cout << "Error with entry " << child << "in " << node; ret=FALSE; } path.MakeChild(child->Ptr()); if(!node->IsLeaf()) ret&=CheckNode(path, child); path.MakeParent(); } delete node; return ret; } GiSTlist MT::RangeSearch(const MTquery& query) { GiSTpath path; path.MakeRoot(); MTnode *root=(MTnode *)ReadNode(path); GiSTlist list=root->RangeSearch(query); delete root; return list; } MTentry ** MT::TopSearch(const TopQuery& query) { GiSTpath path; // path for retrieving root node MTnode *node; // next node to be examined MTentry **results=new MTentry*[query.k]; // the results list (ordered for increasing distances) list queue(comparedst); // list for ordering the nodes SimpleQuery q(query.Pred(), maxDist(), TRUE); double *dists=new double[query.k]; // array containing the NN distances int i; for (i=0; iPath() << endl; for(unsigned int i=0; iNumEntries(); i++) { // for each entry in the current node MTentry *e=(MTentry *)((*node)[i].Ptr()); q.SetGrade(oldDist); // cout << "range=" << q.Radius() << ", oldDist=" << q.Grade() << ": Checking " << e; if(q.Consistent(*e)) { // check if the entry is consistent with the query // cout << "grade=" << q.Grade() << endl; if(e->IsLeaf()) { // object qualifies if(dists[query.k-1]Copy(); int j=0; key->setminradius(0); key->setmaxradius(q.Grade()); // we insert the actual distance from the query object as the key radius // insert dist in the results list (sorting for incr. distance) // could be improved using binary search while(dists[j]j; l--) { // shift up results array results[l]=results[l-1]; dists[l]=dists[l-1]; } results[j]=key; dists[j]=q.Grade(); q.SetRadius(dists[query.k-1]); } else { // we have to insert the child node in the priority queue GiSTpath path=node->Path(); double dmin=q.Grade()-e->maxradius(), dmax=q.Grade()+e->maxradius(); // these are lower- and upper-bounds on the distances of the descendants of the entry from the query object if(dmin<0) dmin=0; // insert the node in the stack (sorting for decr. level and incr. LB on distance) // could be improved using binary search path.MakeChild(e->Ptr()); dst *d=new dst(path, dmin, q.Grade()); queue.Insert(d); // cout << "\tInserted (" << dmin << "<" << dists[query.k-1] << ") into list\n"; } } else { // cout << "\tPruned (" << q.Grade() << ">" << dists[query.k-1] << ") from the list\n"; // if we're in a "true" leaf node (i.e. not in the root) and last entry was pruned, we can safely prune all other entries too // if(e->IsLeaf()&&(!e->Node()->Path().IsRoot())&&(fabs(e->Key()->distance-oldDist)>q.Grade()))) break; } } // the next entry to be chosen is that whose distance from the parent is most similar to the distance between the parent and the query object delete node; // delete examined node if(!queue.IsEmpty()) { // retrieve next node to be examined dst *d=queue.RemoveFirst(); if(d->Bound()>=dists[query.k-1]) { // terminate the search while(!queue.IsEmpty()) delete queue.RemoveFirst(); node=NULL; } else { node=(MTnode *)ReadNode(d->Path()); q.SetGrade(d->Dist()); } delete d; } else node=NULL; // terminate the search } delete []dists; return results; }