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[mothur.git] / unweighted.cpp
index d9b3b586ad7487b0782277955c3ad53e40642851..a845f9bc2fa54a5c27b0d74aed20929f1aeb756f 100644 (file)
 
 /**************************************************************************************************/
 
-EstOutput Unweighted::getValues(Tree* t) {
+EstOutput Unweighted::getValues(Tree* t, int p, string o) {
        try {
-               globaldata = GlobalData::getInstance();
-               
-               vector<string> groups;
-               double UniqueBL;  //a branch length is unique if it's chidren are from the same group
-               double totalBL; //all branch lengths
-               double UW;              //Unweighted Value = UniqueBL / totalBL;
-       
+               processors = p;
+               outputDir = o;
+        
+        CountTable* ct = t->getCountTable();
+        
                //if the users enters no groups then give them the score of all groups
-               int numGroups = globaldata->Groups.size();
+               int numGroups = m->getNumGroups();
                
                //calculate number of comparsions
                int numComp = 0;
+               vector< vector<string> > namesOfGroupCombos;
                for (int r=0; r<numGroups; r++) { 
-                       for (int l = r+1; l < numGroups; l++) {
+                       for (int l = 0; l < r; l++) {
                                numComp++;
+                               vector<string> groups; groups.push_back((m->getGroups())[r]); groups.push_back((m->getGroups())[l]);
+                               namesOfGroupCombos.push_back(groups);
+                       }
+               }
+               
+               if (numComp != 1) {
+                       vector<string> groups;
+                       if (numGroups == 0) {
+                               //get score for all users groups
+                               for (int i = 0; i < (ct->getNamesOfGroups()).size(); i++) {
+                                       if ((ct->getNamesOfGroups())[i] != "xxx") {
+                                               groups.push_back((ct->getNamesOfGroups())[i]);
+                                       }
+                               }
+                               namesOfGroupCombos.push_back(groups);
+                       }else {
+                               for (int i = 0; i < m->getNumGroups(); i++) {
+                                       groups.push_back((m->getGroups())[i]);
+                               }
+                               namesOfGroupCombos.push_back(groups);
+                       }
+               }
+        
+        lines.clear();
+        int numPairs = namesOfGroupCombos.size();
+        int numPairsPerProcessor = numPairs / processors;
+        
+        for (int i = 0; i < processors; i++) {
+            int startPos = i * numPairsPerProcessor;
+            if(i == processors - 1){ numPairsPerProcessor = numPairs - i * numPairsPerProcessor; }
+            lines.push_back(linePair(startPos, numPairsPerProcessor));
+        }
+        
+        data = createProcesses(t, namesOfGroupCombos, ct);
+
+        lines.clear();
+        
+               return data;
+       }
+       catch(exception& e) {
+               m->errorOut(e, "Unweighted", "getValues");
+               exit(1);
+       }
+}
+/**************************************************************************************************/
+
+EstOutput Unweighted::createProcesses(Tree* t, vector< vector<string> > namesOfGroupCombos, CountTable* ct) {
+       try {
+        int process = 1;
+               vector<int> processIDS;
+               
+               EstOutput results;
+#if defined (__APPLE__) || (__MACH__) || (linux) || (__linux) || (__linux__) || (__unix__) || (__unix)
+               
+               
+               //loop through and create all the processes you want
+               while (process != processors) {
+                       int pid = fork();
+                       
+                       if (pid > 0) {
+                               processIDS.push_back(pid);  //create map from line number to pid so you can append files in correct order later
+                               process++;
+                       }else if (pid == 0){
+                               EstOutput myresults;
+                               myresults = driver(t, namesOfGroupCombos, lines[process].start, lines[process].num, ct);
+                               
+                               if (m->control_pressed) { exit(0); }
+                               
+                               //m->mothurOut("Merging results."); m->mothurOutEndLine();
+                               
+                               //pass numSeqs to parent
+                               ofstream out;
+                               string tempFile = outputDir + toString(getpid()) + ".unweighted.results.temp";
+                               m->openOutputFile(tempFile, out);
+                               out << myresults.size() << endl;
+                               for (int i = 0; i < myresults.size(); i++) {  out << myresults[i] << '\t';  } out << endl;
+                               out.close();
+                               
+                               exit(0);
+                       }else { 
+                               m->mothurOut("[ERROR]: unable to spawn the necessary processes."); m->mothurOutEndLine(); 
+                               for (int i = 0; i < processIDS.size(); i++) { kill (processIDS[i], SIGINT); }
+                               exit(0); 
                        }
                }
+               
+               results = driver(t, namesOfGroupCombos, lines[0].start, lines[0].num, ct);
+               
+               //force parent to wait until all the processes are done
+               for (int i=0;i<(processors-1);i++) { 
+                       int temp = processIDS[i];
+                       wait(&temp);
+               }
+               
+               if (m->control_pressed) { return results; }
+               
+               //get data created by processes
+               for (int i=0;i<(processors-1);i++) { 
+                       ifstream in;
+                       string s = outputDir + toString(processIDS[i]) + ".unweighted.results.temp";
+                       m->openInputFile(s, in);
+                       
+                       //get quantiles
+                       if (!in.eof()) {
+                               int num;
+                               in >> num; m->gobble(in);
+                               
+                               if (m->control_pressed) { break; }
+                               
+                               double w; 
+                               for (int j = 0; j < num; j++) {
+                                       in >> w;
+                                       results.push_back(w);
+                               }
+                               m->gobble(in);
+                       }
+                       in.close();
+                       m->mothurRemove(s);
+               }
+#else
+               //fill in functions
+        vector<unweightedData*> pDataArray;
+               DWORD   dwThreadIdArray[processors-1];
+               HANDLE  hThreadArray[processors-1];
+        vector<CountTable*> cts;
+        vector<Tree*> trees;
+               
+               //Create processor worker threads.
+               for( int i=1; i<processors; i++ ){
+            CountTable* copyCount = new CountTable();
+            copyCount->copy(ct);
+            Tree* copyTree = new Tree(copyCount);
+            copyTree->getCopy(t);
+            
+            cts.push_back(copyCount);
+            trees.push_back(copyTree);
+            
+            unweightedData* tempweighted = new unweightedData(m, lines[i].start, lines[i].num, namesOfGroupCombos, copyTree, copyCount, includeRoot);
+                       pDataArray.push_back(tempweighted);
+                       processIDS.push_back(i);
+            
+                       hThreadArray[i-1] = CreateThread(NULL, 0, MyUnWeightedThreadFunction, pDataArray[i-1], 0, &dwThreadIdArray[i-1]);
+               }
+               
+               results = driver(t, namesOfGroupCombos, lines[0].start, lines[0].num, ct);
+               
+               //Wait until all threads have terminated.
+               WaitForMultipleObjects(processors-1, hThreadArray, TRUE, INFINITE);
+               
+               //Close all thread handles and free memory allocations.
+               for(int i=0; i < pDataArray.size(); i++){
+            for (int j = 0; j < pDataArray[i]->results.size(); j++) {  results.push_back(pDataArray[i]->results[j]);  }
+                       delete cts[i];
+            delete trees[i];
+                       CloseHandle(hThreadArray[i]);
+                       delete pDataArray[i];
+               }
 
-               //numComp+1 for AB, AC, BC, ABC
-               data.resize(numComp+1,0);
+#endif 
+        return results;
+       }
+       catch(exception& e) {
+               m->errorOut(e, "Unweighted", "createProcesses");
+               exit(1);
+       }
+}
+/**************************************************************************************************/
+EstOutput Unweighted::driver(Tree* t, vector< vector<string> > namesOfGroupCombos, int start, int num, CountTable* ct) { 
+ try {
+       
+        
+               EstOutput results; results.resize(num);
                
                int count = 0;
-               for (int a=0; a<numGroups; a++) { 
-                       for (int l = a+1; l < numGroups; l++) {
-                               UniqueBL=0.0000;  //a branch length is unique if it's chidren are from the same group
-                               totalBL = 0.00; //all branch lengths
-                               UW = 0.00;              //Unweighted Value = UniqueBL / totalBL;
-                               //copyIpcount.clear();
+               int total = num;
+                                       
+               for (int h = start; h < (start+num); h++) {
                                
-                               //groups in this combo
-                               groups.push_back(globaldata->Groups[a]); groups.push_back(globaldata->Groups[l]);
+                       if (m->control_pressed) { return results; }
                
+                       double UniqueBL=0.0000;  //a branch length is unique if it's chidren are from the same group
+                       double totalBL = 0.00;  //all branch lengths
+                       double UW = 0.00;               //Unweighted Value = UniqueBL / totalBL;
+                                               
+                       //find a node that belongs to one of the groups in this combo
+                       int nodeBelonging = -1;
+                       for (int g = 0; g < namesOfGroupCombos[h].size(); g++) {
+                               if (t->groupNodeInfo[namesOfGroupCombos[h][g]].size() != 0) { nodeBelonging = t->groupNodeInfo[namesOfGroupCombos[h][g]][0]; break; }
+                       }
+                       
+                       //sanity check
+                       if (nodeBelonging == -1) {
+                               m->mothurOut("[WARNING]: cannot find a nodes in the tree from grouping "); 
+                               for (int g = 0; g < namesOfGroupCombos[h].size()-1; g++) { m->mothurOut(namesOfGroupCombos[h][g] + "-"); }
+                               m->mothurOut(namesOfGroupCombos[h][namesOfGroupCombos[h].size()-1]);
+                               m->mothurOut(", skipping."); m->mothurOutEndLine(); results[count] = UW;
+                       }else{
+                               //cout << "trying to get root" << endl; 
+                               //if including the root this clears rootForGrouping[namesOfGroupCombos[h]]
+                               getRoot(t, nodeBelonging, namesOfGroupCombos[h]);
+                               //cout << "here" << endl;       
                                for(int i=0;i<t->getNumNodes();i++){
+                                       
                                        if (m->control_pressed) {  return data; }
-       
+                                       //cout << i << endl;    
                                        //pcountSize = 0, they are from a branch that is entirely from a group the user doesn't want
                                        //pcountSize = 2, not unique to one group
                                        //pcountSize = 1, unique to one group
                                        
                                        int pcountSize = 0;
-                                       for (int j = 0; j < groups.size(); j++) {
-                                               map<string, int>::iterator itGroup = t->tree[i].pcount.find(groups[j]);
+                                       for (int j = 0; j < namesOfGroupCombos[h].size(); j++) {
+                                               map<string, int>::iterator itGroup = t->tree[i].pcount.find(namesOfGroupCombos[h][j]);
                                                if (itGroup != t->tree[i].pcount.end()) { pcountSize++; if (pcountSize > 1) { break; } } 
                                        }
                                        
+                                       
+                                       //unique calc
                                        if (pcountSize == 0) { }
-                                       else if ((t->tree[i].getBranchLength() != -1) && (pcountSize == 1)) {  UniqueBL += abs(t->tree[i].getBranchLength());   }
-                       
-                                       if ((t->tree[i].getBranchLength() != -1) && (pcountSize != 0)) {  
+                                       else if ((t->tree[i].getBranchLength() != -1) && (pcountSize == 1) && (rootForGrouping[namesOfGroupCombos[h]].count(i) == 0)) { //you have a unique branch length and you are not the root 
+                                               UniqueBL += abs(t->tree[i].getBranchLength()); 
+                                       }
+                                               
+                                       //total calc
+                                       if (pcountSize == 0) { }
+                                       else if ((t->tree[i].getBranchLength() != -1) && (pcountSize != 0) && (rootForGrouping[namesOfGroupCombos[h]].count(i) == 0)) { //you have a branch length and you are not the root 
                                                totalBL += abs(t->tree[i].getBranchLength()); 
                                        }
                                }
-               
+       //cout << UniqueBL << '\t' << totalBL << endl;          
                                UW = (UniqueBL / totalBL);  
        
                                if (isnan(UW) || isinf(UW)) { UW = 0; }
        
-                               data[count] = UW;
-                               count++;
-                               groups.clear();
+                               results[count] = UW;
                        }
-               }
+                       count++;
+
+        }
+               
+               return results; 
+       }
+       catch(exception& e) {
+               m->errorOut(e, "Unweighted", "driver");
+               exit(1);
+       }
+}
+/**************************************************************************************************/
+
+EstOutput Unweighted::getValues(Tree* t, string groupA, string groupB, int p, string o) { 
+ try {
+               processors = p;
+               outputDir = o;
                
+        CountTable* ct = t->getCountTable();
+     
+               //if the users enters no groups then give them the score of all groups
+               int numGroups = m->getNumGroups();
+               
+               //calculate number of comparsions
+               int numComp = 0;
+               vector< vector<string> > namesOfGroupCombos;
+               for (int r=0; r<numGroups; r++) { 
+                       for (int l = 0; l < r; l++) {
+                               numComp++;
+                               vector<string> groups; groups.push_back((m->getGroups())[r]); groups.push_back((m->getGroups())[l]);
+                               namesOfGroupCombos.push_back(groups);
+                       }
+               }
                
                if (numComp != 1) {
+                       vector<string> groups;
                        if (numGroups == 0) {
                                //get score for all users groups
-                               for (int i = 0; i < tmap->namesOfGroups.size(); i++) {
-                                       if (tmap->namesOfGroups[i] != "xxx") {
-                                               groups.push_back(tmap->namesOfGroups[i]);
+                               for (int i = 0; i < (ct->getNamesOfGroups()).size(); i++) {
+                                       if ((ct->getNamesOfGroups())[i] != "xxx") {
+                                               groups.push_back((ct->getNamesOfGroups())[i]);
                                        }
                                }
+                               namesOfGroupCombos.push_back(groups);
                        }else {
-                               for (int i = 0; i < globaldata->Groups.size(); i++) {
-                                       groups.push_back(globaldata->Groups[i]);
+                               for (int i = 0; i < m->getNumGroups(); i++) {
+                                       groups.push_back((m->getGroups())[i]);
                                }
+                               namesOfGroupCombos.push_back(groups);
                        }
+               }
+     
+        lines.clear();
+        int numPairs = namesOfGroupCombos.size();
+        int numPairsPerProcessor = numPairs / processors;
+     
+        for (int i = 0; i < processors; i++) {
+            int startPos = i * numPairsPerProcessor;
+            if(i == processors - 1){ numPairsPerProcessor = numPairs - i * numPairsPerProcessor; }
+            lines.push_back(linePair(startPos, numPairsPerProcessor));
+        }
+     
+        data = createProcesses(t, namesOfGroupCombos, true, ct);
+        lines.clear();
+
+               return data;
+       }
+       catch(exception& e) {
+               m->errorOut(e, "Unweighted", "getValues");
+               exit(1);
+       }
+}
+/**************************************************************************************************/
+
+EstOutput Unweighted::createProcesses(Tree* t, vector< vector<string> > namesOfGroupCombos, bool usingGroups, CountTable* ct) {
+       try {
+        int process = 1;
+               vector<int> processIDS;
                
-                       UniqueBL=0.0000;  //a branch length is unique if it's chidren are from the same group
-                       totalBL = 0.00; //all branch lengths
-                       UW = 0.00;              //Unweighted Value = UniqueBL / totalBL;
-                               
-                       for(int i=0;i<t->getNumNodes();i++){
+               EstOutput results;
+#if defined (__APPLE__) || (__MACH__) || (linux) || (__linux) || (__linux__) || (__unix__) || (__unix)
+
+               //loop through and create all the processes you want
+               while (process != processors) {
+                       int pid = fork();
                        
-                               if (m->control_pressed) {  return data; }
+                       if (pid > 0) {
+                               processIDS.push_back(pid);  //create map from line number to pid so you can append files in correct order later
+                               process++;
+                       }else if (pid == 0){
+                               EstOutput myresults;
+                               myresults = driver(t, namesOfGroupCombos, lines[process].start, lines[process].num, usingGroups, ct);
                                
-                               //pcountSize = 0, they are from a branch that is entirely from a group the user doesn't want
-                               //pcountSize = 2, not unique to one group
-                               //pcountSize = 1, unique to one group
+                               if (m->control_pressed) { exit(0); }
                                
-                               int pcountSize = 0;
-                               for (int j = 0; j < groups.size(); j++) {
-                                       map<string, int>::iterator itGroup = t->tree[i].pcount.find(groups[j]);
-                                       if (itGroup != t->tree[i].pcount.end()) { pcountSize++; if (pcountSize > 1) { break; } } 
-                               }
+                               //pass numSeqs to parent
+                               ofstream out;
+                               string tempFile = outputDir + toString(getpid()) + ".unweighted.results.temp";
+                               m->openOutputFile(tempFile, out);
+                               out << myresults.size() << endl;
+                               for (int i = 0; i < myresults.size(); i++) {  out << myresults[i] << '\t';  } out << endl;
+                               out.close();
                                
-                               if (pcountSize == 0) { }
-                               else if ((t->tree[i].getBranchLength() != -1) && (pcountSize == 1)) {  UniqueBL += abs(t->tree[i].getBranchLength());   }
+                               exit(0);
+                       }else { 
+                               m->mothurOut("[ERROR]: unable to spawn the necessary processes."); m->mothurOutEndLine(); 
+                               for (int i = 0; i < processIDS.size(); i++) { kill (processIDS[i], SIGINT); }
+                               exit(0); 
+                       }
+               }
+               
+               results = driver(t, namesOfGroupCombos, lines[0].start, lines[0].num, usingGroups, ct);
+               
+               //force parent to wait until all the processes are done
+               for (int i=0;i<(processors-1);i++) { 
+                       int temp = processIDS[i];
+                       wait(&temp);
+               }
+               
+               if (m->control_pressed) { return results; }
+               
+               //get data created by processes
+               for (int i=0;i<(processors-1);i++) { 
+                       ifstream in;
+                       string s = outputDir + toString(processIDS[i]) + ".unweighted.results.temp";
+                       m->openInputFile(s, in);
+                       
+                       //get quantiles
+                       if (!in.eof()) {
+                               int num;
+                               in >> num; m->gobble(in);
                                        
-                               if ((t->tree[i].getBranchLength() != -1) && (pcountSize != 0)) {  
-                                       totalBL += abs(t->tree[i].getBranchLength()); 
+                               if (m->control_pressed) { break; }
+                               
+                               double w; 
+                               for (int j = 0; j < num; j++) {
+                                       in >> w;
+                                       
+                                       results.push_back(w);
                                }
+                               m->gobble(in);
                        }
+                       in.close();
+                       m->mothurRemove(s);
+               }
+#else
+       //for some reason it doesn't seem to be calculating hte random trees scores.  all scores are the same even though copytree appears to be randomized.
+        
+        /*
+        //fill in functions
+        vector<unweightedData*> pDataArray;
+               DWORD   dwThreadIdArray[processors-1];
+               HANDLE  hThreadArray[processors-1];
+        vector<CountTable*> cts;
+        vector<Tree*> trees;
                
-                       UW = (UniqueBL / totalBL);  
-       
-                       if (isnan(UW) || isinf(UW)) { UW = 0; }
-       
-                       data[count] = UW;
+               //Create processor worker threads.
+               for( int i=1; i<processors; i++ ){
+            CountTable* copyCount = new CountTable();
+            copyCount->copy(ct);
+            Tree* copyTree = new Tree(copyCount);
+            copyTree->getCopy(t);
+            
+            cts.push_back(copyCount);
+            trees.push_back(copyTree);
+            
+            unweightedData* tempweighted = new unweightedData(m, lines[i].start, lines[i].num, namesOfGroupCombos, copyTree, copyCount, includeRoot);
+                       pDataArray.push_back(tempweighted);
+                       processIDS.push_back(i);
+            
+                       hThreadArray[i-1] = CreateThread(NULL, 0, MyUnWeightedRandomThreadFunction, pDataArray[i-1], 0, &dwThreadIdArray[i-1]);
                }
-
-               return data;
-       
+               
+               results = driver(t, namesOfGroupCombos, lines[0].start, lines[0].num, usingGroups, ct);
+               
+               //Wait until all threads have terminated.
+               WaitForMultipleObjects(processors-1, hThreadArray, TRUE, INFINITE);
+               
+               //Close all thread handles and free memory allocations.
+               for(int i=0; i < pDataArray.size(); i++){
+            for (int j = 0; j < pDataArray[i]->results.size(); j++) {  results.push_back(pDataArray[i]->results[j]);  }
+                       delete cts[i];
+            delete trees[i];
+                       CloseHandle(hThreadArray[i]);
+                       delete pDataArray[i];
+               }       */
+        
+        results = driver(t, namesOfGroupCombos, 0, namesOfGroupCombos.size(), usingGroups, ct);
+#endif
+        return results;
        }
        catch(exception& e) {
-               m->errorOut(e, "Unweighted", "getValues");
+               m->errorOut(e, "Unweighted", "createProcesses");
                exit(1);
        }
 }
-
 /**************************************************************************************************/
-
-EstOutput Unweighted::getValues(Tree* t, string groupA, string groupB) { 
+EstOutput Unweighted::driver(Tree* t, vector< vector<string> > namesOfGroupCombos, int start, int num, bool usingGroups, CountTable* ct) { 
  try {
-       globaldata = GlobalData::getInstance();
                
-               vector<string> groups;
-               double UniqueBL;  //a branch length is unique if it's chidren are from the same group
-               double totalBL; //all branch lengths
-               double UW;              //Unweighted Value = UniqueBL / totalBL;
-               copyTree = new Tree;
-
-               //if the users enters no groups then give them the score of all groups
-               int numGroups = globaldata->Groups.size();
-
-               //calculate number of comparsions
-               int numComp = 0;
-               for (int r=0; r<numGroups; r++) { 
-                       for (int l = r+1; l < numGroups; l++) {
-                               numComp++;
-                       }
-               }
-
-               //numComp+1 for AB, AC, BC, ABC
-               data.resize(numComp+1,0);
+               EstOutput results; results.resize(num);
                
                int count = 0;
-               for (int a=0; a<numGroups; a++) { 
-                       for (int l = a+1; l < numGroups; l++) {
-                               UniqueBL=0.0000;  //a branch length is unique if it's chidren are from the same group
-                               totalBL = 0.00; //all branch lengths
-                               UW = 0.00;              //Unweighted Value = UniqueBL / totalBL;
-                               
-                               //copy random tree passed in
-                               copyTree->getCopy(t);
-                                                               
-                               //groups in this combo
-                               groups.push_back(globaldata->Groups[a]); groups.push_back(globaldata->Groups[l]);
+               
+               Tree* copyTree = new Tree(ct);
+               
+               for (int h = start; h < (start+num); h++) {
+               
+                       if (m->control_pressed) { return results; }
+               
+                       //copy random tree passed in
+                       copyTree->getCopy(t);
                                
-                               //swap labels in the groups you want to compare
-                               copyTree->assembleRandomUnifracTree(groups[0], groups[1]);
+                       //swap labels in the groups you want to compare
+                       copyTree->assembleRandomUnifracTree(namesOfGroupCombos[h]);
+                       
+                       double UniqueBL=0.0000;  //a branch length is unique if it's chidren are from the same group
+                       double totalBL = 0.00;  //all branch lengths
+                       double UW = 0.00;               //Unweighted Value = UniqueBL / totalBL;
+                       //find a node that belongs to one of the groups in this combo
+                       int nodeBelonging = -1;
+                       for (int g = 0; g < namesOfGroupCombos[h].size(); g++) {
+                               if (copyTree->groupNodeInfo[namesOfGroupCombos[h][g]].size() != 0) { nodeBelonging = copyTree->groupNodeInfo[namesOfGroupCombos[h][g]][0]; break; }
+                       }
+                       
+                       //sanity check
+                       if (nodeBelonging == -1) {
+                               m->mothurOut("[WARNING]: cannot find a nodes in the tree from grouping "); 
+                               for (int g = 0; g < namesOfGroupCombos[h].size()-1; g++) { m->mothurOut(namesOfGroupCombos[h][g] + "-"); }
+                               m->mothurOut(namesOfGroupCombos[h][namesOfGroupCombos[h].size()-1]);
+                               m->mothurOut(", skipping."); m->mothurOutEndLine(); results[count] = UW;
+                       }else{
                                
-                               if (m->control_pressed) { delete copyTree; return data; }
+                               //if including the root this clears rootForGrouping[namesOfGroupCombos[h]]
+                               getRoot(copyTree, nodeBelonging, namesOfGroupCombos[h]);
                                
                                for(int i=0;i<copyTree->getNumNodes();i++){
-                       
+                                       
                                        if (m->control_pressed) {  return data; }
                                        
                                        //pcountSize = 0, they are from a branch that is entirely from a group the user doesn't want
@@ -186,97 +507,105 @@ EstOutput Unweighted::getValues(Tree* t, string groupA, string groupB) {
                                        //pcountSize = 1, unique to one group
                                        
                                        int pcountSize = 0;
-                                       for (int j = 0; j < groups.size(); j++) {
-                                               map<string, int>::iterator itGroup = copyTree->tree[i].pcount.find(groups[j]);
+                                       for (int j = 0; j < namesOfGroupCombos[h].size(); j++) {
+                                               map<string, int>::iterator itGroup = copyTree->tree[i].pcount.find(namesOfGroupCombos[h][j]);
                                                if (itGroup != copyTree->tree[i].pcount.end()) { pcountSize++; if (pcountSize > 1) { break; } } 
                                        }
                                        
+                                       //unique calc
                                        if (pcountSize == 0) { }
-                                       else if ((copyTree->tree[i].getBranchLength() != -1) && (pcountSize == 1)) {  UniqueBL += abs(copyTree->tree[i].getBranchLength());     }
-                                               
-                                       if ((copyTree->tree[i].getBranchLength() != -1) && (pcountSize != 0)) {  
+                                       else if ((copyTree->tree[i].getBranchLength() != -1) && (pcountSize == 1) && (rootForGrouping[namesOfGroupCombos[h]].count(i) == 0)) { //you have a unique branch length and you are not the root 
+                                               UniqueBL += abs(copyTree->tree[i].getBranchLength()); 
+                                       }
+                                       
+                                       //total calc
+                                       if (pcountSize == 0) { }
+                                       else if ((copyTree->tree[i].getBranchLength() != -1) && (pcountSize != 0) && (rootForGrouping[namesOfGroupCombos[h]].count(i) == 0)) { //you have a branch length and you are not the root 
                                                totalBL += abs(copyTree->tree[i].getBranchLength()); 
                                        }
+                                       
                                }
-
-                               
+                               //cout << UniqueBL << '\t' << totalBL << endl;          
                                UW = (UniqueBL / totalBL);  
-       
+                               
                                if (isnan(UW) || isinf(UW)) { UW = 0; }
-       
-                               data[count] = UW;
-                               count++;
-                               groups.clear();
-                       }
+                               
+                               results[count] = UW;
+            }
+                       count++;
+                       
                }
                
+               delete copyTree;
                
-               if (numComp != 1) {
-                       if (numGroups == 0) {
-                               //get score for all users groups
-                               for (int i = 0; i < tmap->namesOfGroups.size(); i++) {
-                                       if (tmap->namesOfGroups[i] != "xxx") {
-                                               groups.push_back(tmap->namesOfGroups[i]);
-                                       }
-                               }
-                       }else {
-                               for (int i = 0; i < globaldata->Groups.size(); i++) {
-                                       groups.push_back(globaldata->Groups[i]);
-                               }
-                       }
-               
-                       UniqueBL=0.0000;  //a branch length is unique if it's chidren are from the same group
-                       totalBL = 0.00; //all branch lengths
-                       UW = 0.00;              //Unweighted Value = UniqueBL / totalBL;
+               return results; 
+       }
+       catch(exception& e) {
+               m->errorOut(e, "Unweighted", "driver");
+               exit(1);
+       }
+}
+/**************************************************************************************************/
+int Unweighted::getRoot(Tree* t, int v, vector<string> grouping) { 
+       try {
+               //you are a leaf so get your parent
+               int index = t->tree[v].getParent();
                
-                       //copy random tree passed in
-                       copyTree->getCopy(t);
-                               
-                       //swap labels in all the groups you want to compare
-                       copyTree->assembleRandomUnifracTree(groups);
+               if (includeRoot) { 
+                       rootForGrouping[grouping].clear();
+               }else {
                        
-                       if (m->control_pressed) { delete copyTree; return data; }
-
-                       for(int i=0;i<copyTree->getNumNodes();i++){
+                       //my parent is a potential root
+                       rootForGrouping[grouping].insert(index);
                        
-                               if (m->control_pressed) {  return data; }
+                       //while you aren't at root
+                       while(t->tree[index].getParent() != -1){
+                               //cout << index << endl;        
+                               if (m->control_pressed) {  return 0; }
+                               
+                               //am I the root for this grouping? if so I want to stop "early"
+                               //does my sibling have descendants from the users groups? 
+                               //if so I am not the root
+                               int parent = t->tree[index].getParent();
+                               int lc = t->tree[parent].getLChild();
+                               int rc = t->tree[parent].getRChild();
                                
-                               //pcountSize = 0, they are from a branch that is entirely from a group the user doesn't want
-                               //pcountSize = 2, not unique to one group
-                               //pcountSize = 1, unique to one group
+                               int sib = lc;
+                               if (lc == index) { sib = rc; }
                                
+                               map<string, int>::iterator itGroup;
                                int pcountSize = 0;
-                               for (int j = 0; j < groups.size(); j++) {
-                                       map<string, int>::iterator itGroup = copyTree->tree[i].pcount.find(groups[j]);
-                                       if (itGroup != copyTree->tree[i].pcount.end()) { pcountSize++; if (pcountSize > 1) { break; } } 
+                               for (int j = 0; j < grouping.size(); j++) {
+                                       map<string, int>::iterator itGroup = t->tree[sib].pcount.find(grouping[j]);
+                                       if (itGroup != t->tree[sib].pcount.end()) { pcountSize++; if (pcountSize > 1) { break; } } 
                                }
                                
-                               if (pcountSize == 0) { }
-                               else if ((copyTree->tree[i].getBranchLength() != -1) && (pcountSize == 1)) {  UniqueBL += abs(copyTree->tree[i].getBranchLength());     }
-                                       
-                               if ((copyTree->tree[i].getBranchLength() != -1) && (pcountSize != 0)) {  
-                                       totalBL += abs(copyTree->tree[i].getBranchLength()); 
+                               //if yes, I am not the root
+                               if (pcountSize != 0) {
+                                       rootForGrouping[grouping].clear();
+                                       rootForGrouping[grouping].insert(parent);
                                }
+                               
+                               index = parent; 
+                       }
+                       
+                       //get all nodes above the root to add so we don't add their u values above
+                       index = *(rootForGrouping[grouping].begin());
+                       while(t->tree[index].getParent() != -1){
+                               int parent = t->tree[index].getParent();
+                               rootForGrouping[grouping].insert(parent);
+                               //cout << parent << " in root" << endl;
+                               index = parent;
                        }
-               
-                       UW = (UniqueBL / totalBL);  
-       
-                       if (isnan(UW) || isinf(UW)) { UW = 0; }
-       
-                       data[count] = UW;
                }
                
-               delete copyTree;
-               
-               return data;
-       
+               return 0;
        }
        catch(exception& e) {
-               m->errorOut(e, "Unweighted", "getValues");
+               m->errorOut(e, "Unweighted", "getRoot");
                exit(1);
        }
 }
-
-
+/**************************************************************************************************/