]> git.donarmstrong.com Git - mothur.git/blobdiff - rarefactsharedcommand.cpp
changes while testing
[mothur.git] / rarefactsharedcommand.cpp
index fe92f97038eea51cd87a05608bad0e2525070c58..64b40aad41b9fb520892cab6969c98fa0a83a80d 100644 (file)
 #include "rarefactsharedcommand.h"
 #include "sharedsobs.h"
 #include "sharednseqs.h"
+#include "sharedutilities.h"
+#include "subsample.h"
 
 //**********************************************************************************************************************
 vector<string> RareFactSharedCommand::setParameters(){ 
        try {
-               CommandParameter pshared("shared", "InputTypes", "", "", "none", "none", "none",false,true); parameters.push_back(pshared);
-               CommandParameter plabel("label", "String", "", "", "", "", "",false,false); parameters.push_back(plabel);
-               CommandParameter pfreq("freq", "Number", "", "100", "", "", "",false,false); parameters.push_back(pfreq);
-               CommandParameter piters("iters", "Number", "", "1000", "", "", "",false,false); parameters.push_back(piters);
-               CommandParameter pcalc("calc", "Multiple", "sharednseqs-sharedobserved", "sharedobserved", "", "", "",true,false); parameters.push_back(pcalc);
-               CommandParameter pjumble("jumble", "Boolean", "", "T", "", "", "",false,false); parameters.push_back(pjumble);
-               CommandParameter pgroups("groups", "String", "", "", "", "", "",false,false); parameters.push_back(pgroups);
-               CommandParameter pinputdir("inputdir", "String", "", "", "", "", "",false,false); parameters.push_back(pinputdir);
-               CommandParameter poutputdir("outputdir", "String", "", "", "", "", "",false,false); parameters.push_back(poutputdir);
+               CommandParameter pshared("shared", "InputTypes", "", "", "none", "none", "none","",false,true,true); parameters.push_back(pshared);
+        CommandParameter pdesign("design", "InputTypes", "", "", "none", "none", "none","",false,false); parameters.push_back(pdesign);
+               CommandParameter plabel("label", "String", "", "", "", "", "","",false,false); parameters.push_back(plabel);
+               CommandParameter pfreq("freq", "Number", "", "100", "", "", "","",false,false); parameters.push_back(pfreq);
+               CommandParameter piters("iters", "Number", "", "1000", "", "", "","",false,false); parameters.push_back(piters);
+               CommandParameter pcalc("calc", "Multiple", "sharednseqs-sharedobserved", "sharedobserved", "", "", "","",true,false,true); parameters.push_back(pcalc);
+        CommandParameter psubsampleiters("subsampleiters", "Number", "", "1000", "", "", "","",false,false); parameters.push_back(psubsampleiters);
+        CommandParameter psubsample("subsample", "String", "", "", "", "", "","",false,false); parameters.push_back(psubsample);
+               CommandParameter pjumble("jumble", "Boolean", "", "T", "", "", "","",false,false); parameters.push_back(pjumble);
+               CommandParameter pgroups("groups", "String", "", "", "", "", "","",false,false); parameters.push_back(pgroups);
+        CommandParameter psets("sets", "String", "", "", "", "", "","",false,false); parameters.push_back(psets);
+               CommandParameter pgroupmode("groupmode", "Boolean", "", "T", "", "", "","",false,false); parameters.push_back(pgroupmode);
+        CommandParameter pinputdir("inputdir", "String", "", "", "", "", "","",false,false); parameters.push_back(pinputdir);
+               CommandParameter poutputdir("outputdir", "String", "", "", "", "", "","",false,false); parameters.push_back(poutputdir);
                
                vector<string> myArray;
                for (int i = 0; i < parameters.size(); i++) {   myArray.push_back(parameters[i].name);          }
@@ -38,13 +45,16 @@ string RareFactSharedCommand::getHelpString(){
        try {
                string helpString = "";
                ValidCalculators validCalculator;
-               helpString += "The collect.shared command parameters are shared, label, freq, calc and groups.  shared is required if there is no current sharedfile. \n";
-               helpString += "The rarefaction.shared command parameters are shared, label, iters, groups, jumble and calc.  shared is required if there is no current sharedfile. \n";
+               helpString += "The rarefaction.shared command parameters are shared, design, label, iters, groups, sets, jumble, groupmode and calc.  shared is required if there is no current sharedfile. \n";
+        helpString += "The design parameter allows you to assign your groups to sets. If provided mothur will run rarefaction.shared on a per set basis. \n";
+        helpString += "The sets parameter allows you to specify which of the sets in your designfile you would like to analyze. The set names are separated by dashes. THe default is all sets in the designfile.\n";
                helpString += "The rarefaction command should be in the following format: \n";
                helpString += "rarefaction.shared(label=yourLabel, iters=yourIters, calc=yourEstimators, jumble=yourJumble, groups=yourGroups).\n";
                helpString += "The freq parameter is used indicate when to output your data, by default it is set to 100. But you can set it to a percentage of the number of sequence. For example freq=0.10, means 10%. \n";
                helpString += "Example rarefaction.shared(label=unique-0.01-0.03,  iters=10000, groups=B-C, jumble=T, calc=sharedobserved).\n";
                helpString += "The default values for iters is 1000, freq is 100, and calc is sharedobserved which calculates the shared rarefaction curve for the observed richness.\n";
+        helpString += "The subsampleiters parameter allows you to choose the number of times you would like to run the subsample.\n";
+        helpString += "The subsample parameter allows you to enter the size pergroup of the sample or you can set subsample=T and mothur will use the size of your smallest group.\n";
                helpString += "The default value for groups is all the groups in your groupfile, and jumble is true.\n";
                helpString += validCalculator.printCalc("sharedrarefaction");
                helpString += "The label parameter is used to analyze specific labels in your input.\n";
@@ -57,7 +67,22 @@ string RareFactSharedCommand::getHelpString(){
                exit(1);
        }
 }
-
+//**********************************************************************************************************************
+string RareFactSharedCommand::getOutputPattern(string type) {
+    try {
+        string pattern = "";
+        
+        if (type == "sharedrarefaction") {  pattern = "[filename],shared.rarefaction"; }
+        else if (type == "sharedr_nseqs") {  pattern = "[filename],shared.r_nseqs"; }
+        else { m->mothurOut("[ERROR]: No definition for type " + type + " output pattern.\n"); m->control_pressed = true;  }
+        
+        return pattern;
+    }
+    catch(exception& e) {
+        m->errorOut(e, "RareFactSharedCommand", "getOutputPattern");
+        exit(1);
+    }
+}
 //**********************************************************************************************************************
 RareFactSharedCommand::RareFactSharedCommand(){        
        try {
@@ -114,6 +139,15 @@ RareFactSharedCommand::RareFactSharedCommand(string option)  {
                                        //if the user has not given a path then, add inputdir. else leave path alone.
                                        if (path == "") {       parameters["shared"] = inputDir + it->second;           }
                                }
+                
+                it = parameters.find("design");
+                               //user has given a template file
+                               if(it != parameters.end()){ 
+                                       path = m->hasPath(it->second);
+                                       //if the user has not given a path then, add inputdir. else leave path alone.
+                                       if (path == "") {       parameters["design"] = inputDir + it->second;           }
+                               }
+
                        }
                        
                        //get shared file
@@ -124,7 +158,12 @@ RareFactSharedCommand::RareFactSharedCommand(string option)  {
                                sharedfile = m->getSharedFile(); 
                                if (sharedfile != "") { m->mothurOut("Using " + sharedfile + " as input file for the shared parameter."); m->mothurOutEndLine(); }
                                else {  m->mothurOut("You have no current sharedfile and the shared parameter is required."); m->mothurOutEndLine(); abort = true; }
-                       }
+                       }else { m->setSharedFile(sharedfile); }
+            
+            designfile = validParameter.validFile(parameters, "design", true);
+                       if (designfile == "not open") { abort = true; designfile = ""; }
+                       else if (designfile == "not found") {   designfile = "";        }
+                       else { m->setDesignFile(designfile); }
                        
                        
                        //if the user changes the output directory command factory will send this info to us in the output parameter 
@@ -158,19 +197,40 @@ RareFactSharedCommand::RareFactSharedCommand(string option)  {
                        else { 
                                m->splitAtDash(groups, Groups);
                        }
-                       m->Groups = Groups;
+                       m->setGroups(Groups);
+            
+            string sets = validParameter.validFile(parameters, "sets", false);                 
+                       if (sets == "not found") { sets = ""; }
+                       else { 
+                               m->splitAtDash(sets, Sets);
+                       }
                        
                        string temp;
                        temp = validParameter.validFile(parameters, "freq", false);                     if (temp == "not found") { temp = "100"; }
-                       convert(temp, freq); 
+                       m->mothurConvert(temp, freq); 
                        
                        temp = validParameter.validFile(parameters, "iters", false);                    if (temp == "not found") { temp = "1000"; }
-                       convert(temp, nIters); 
+                       m->mothurConvert(temp, nIters); 
                        
                        temp = validParameter.validFile(parameters, "jumble", false);                   if (temp == "not found") { temp = "T"; }
                        if (m->isTrue(temp)) { jumble = true; }
                        else { jumble = false; }
                        m->jumble = jumble;
+            
+            temp = validParameter.validFile(parameters, "groupmode", false);           if (temp == "not found") { temp = "T"; }
+                       groupMode = m->isTrue(temp);
+            
+            temp = validParameter.validFile(parameters, "subsampleiters", false);                      if (temp == "not found") { temp = "1000"; }
+                       m->mothurConvert(temp, iters); 
+            
+            temp = validParameter.validFile(parameters, "subsample", false);           if (temp == "not found") { temp = "F"; }
+                       if (m->isNumeric1(temp)) { m->mothurConvert(temp, subsampleSize); subsample = true; }
+            else {  
+                if (m->isTrue(temp)) { subsample = true; subsampleSize = -1; }  //we will set it to smallest group later 
+                else { subsample = false; }
+            }
+            
+            if (subsample == false) { iters = 1; }
                                
                }
 
@@ -186,102 +246,209 @@ int RareFactSharedCommand::execute(){
        try {
        
                if (abort == true) { if (calledHelp) { return 0; }  return 2;   }
-       
-               string fileNameRoot = outputDir + m->getRootName(m->getSimpleName(sharedfile));
+        
+        GroupMap designMap;
+        if (designfile == "") { //fake out designMap to run with process
+            process(designMap, "");
+        }else {
+            designMap.readDesignMap(designfile);
+            
+            //fill Sets - checks for "all" and for any typo groups
+                       SharedUtil util;
+                       vector<string> nameSets = designMap.getNamesOfGroups();
+                       util.setGroups(Sets, nameSets);
+            
+            for (int i = 0; i < Sets.size(); i++) {
+                process(designMap, Sets[i]);
+            }
+            
+            if (groupMode) { outputNames = createGroupFile(outputNames); }
+        }
+                    
+               if (m->control_pressed) { for (int i = 0; i < outputNames.size(); i++) {        m->mothurRemove(outputNames[i]); } return 0; }
                
+               m->mothurOutEndLine();
+               m->mothurOut("Output File Names: "); m->mothurOutEndLine();
+               for (int i = 0; i < outputNames.size(); i++) {  m->mothurOut(outputNames[i]); m->mothurOutEndLine();    }
+               m->mothurOutEndLine();
+
+               return 0;
+       }
+       catch(exception& e) {
+               m->errorOut(e, "RareFactSharedCommand", "execute");
+               exit(1);
+       }
+}
+//**********************************************************************************************************************
+
+int RareFactSharedCommand::process(GroupMap& designMap, string thisSet){
+       try {
+        Rarefact* rCurve;
+        vector<Display*> rDisplays;
+        
+        InputData input(sharedfile, "sharedfile");
+               lookup = input.getSharedRAbundVectors();
+        if (lookup.size() < 2) { 
+                       m->mothurOut("I cannot run the command without at least 2 valid groups."); 
+            for (int i = 0; i < lookup.size(); i++) { delete lookup[i]; }
+            return 0;
+        }
+        
+        string fileNameRoot = outputDir + m->getRootName(m->getSimpleName(sharedfile));
+        
+        vector<string> newGroups = m->getGroups();
+        if (thisSet != "") {  //make groups only filled with groups from this set so that's all inputdata will read
+            vector<string> thisSets; thisSets.push_back(thisSet);
+            newGroups = designMap.getNamesSeqs(thisSets);
+            fileNameRoot += thisSet + ".";
+        }
+        
+        vector<SharedRAbundVector*> subset;
+        if (thisSet == "") {  subset.clear(); subset = lookup;  }
+        else {//fill subset with this sets groups
+            subset.clear();
+            for (int i = 0; i < lookup.size(); i++) {
+                if (m->inUsersGroups(lookup[i]->getGroup(), newGroups)) {
+                    subset.push_back(lookup[i]);
+                }
+            }
+        }
+
+        /******************************************************/
+        if (subsample) { 
+            if (subsampleSize == -1) { //user has not set size, set size = smallest samples size
+                subsampleSize = subset[0]->getNumSeqs();
+                for (int i = 1; i < subset.size(); i++) {
+                    int thisSize = subset[i]->getNumSeqs();
+                    
+                    if (thisSize < subsampleSize) {    subsampleSize = thisSize;       }
+                }
+            }else {
+                newGroups.clear();
+                vector<SharedRAbundVector*> temp;
+                for (int i = 0; i < subset.size(); i++) {
+                    if (subset[i]->getNumSeqs() < subsampleSize) { 
+                        m->mothurOut(subset[i]->getGroup() + " contains " + toString(subset[i]->getNumSeqs()) + ". Eliminating."); m->mothurOutEndLine();
+                        delete subset[i];
+                    }else { 
+                        newGroups.push_back(subset[i]->getGroup()); 
+                        temp.push_back(subset[i]);
+                    }
+                } 
+                subset = temp;
+            }
+            
+            if (subset.size() < 2) { m->mothurOut("You have not provided enough valid groups.  I cannot run the command."); m->mothurOutEndLine(); m->control_pressed = true; return 0; }
+        }
+        /******************************************************/
+        
+        map<string, string> variables; 
+        variables["[filename]"] = fileNameRoot;
                ValidCalculators validCalculator;
-                       
                for (int i=0; i<Estimators.size(); i++) {
                        if (validCalculator.isValidCalculator("sharedrarefaction", Estimators[i]) == true) { 
                                if (Estimators[i] == "sharedobserved") { 
-                                       rDisplays.push_back(new RareDisplay(new SharedSobs(), new SharedThreeColumnFile(fileNameRoot+"shared.rarefaction", "")));
-                                       outputNames.push_back(fileNameRoot+"shared.rarefaction"); outputTypes["sharedrarefaction"].push_back(fileNameRoot+"shared.rarefaction");
+                                       rDisplays.push_back(new RareDisplay(new SharedSobs(), new SharedThreeColumnFile(getOutputFileName("sharedrarefaction",variables), "")));
+                                       outputNames.push_back(getOutputFileName("sharedrarefaction",variables)); outputTypes["sharedrarefaction"].push_back(getOutputFileName("sharedrarefaction",variables));
                                }else if (Estimators[i] == "sharednseqs") { 
-                                       rDisplays.push_back(new RareDisplay(new SharedNSeqs(), new SharedThreeColumnFile(fileNameRoot+"shared.r_nseqs", "")));
-                                       outputNames.push_back(fileNameRoot+"shared.r_nseqs"); outputTypes["sharedr_nseqs"].push_back(fileNameRoot+"shared.r_nseqs");
+                                       rDisplays.push_back(new RareDisplay(new SharedNSeqs(), new SharedThreeColumnFile(getOutputFileName("sharedr_nseqs",variables), "")));
+                                       outputNames.push_back(getOutputFileName("sharedr_nseqs",variables)); outputTypes["sharedr_nseqs"].push_back(getOutputFileName("sharedr_nseqs",variables));
                                }
                        }
+            file2Group[outputNames.size()-1] = thisSet;
                }
                
                //if the users entered no valid calculators don't execute command
-               if (rDisplays.size() == 0) { return 0; }
-                       
-               input = new InputData(sharedfile, "sharedfile");
-               lookup = input->getSharedRAbundVectors();
-               string lastLabel = lookup[0]->getLabel();
+               if (rDisplays.size() == 0) { for (int i = 0; i < lookup.size(); i++) {  delete lookup[i];  }  return 0; }
                
                if (m->control_pressed) { 
-                       m->Groups.clear(); 
-                       delete input;
                        for(int i=0;i<rDisplays.size();i++){    delete rDisplays[i];    }
-                       for (int i = 0; i < outputNames.size(); i++) {  remove(outputNames[i].c_str());         }
+                       for (int i = 0; i < outputNames.size(); i++) {  m->mothurRemove(outputNames[i]);        }
                        for (int i = 0; i < lookup.size(); i++) {  delete lookup[i];  } 
                        return 0;
                }
-
-
-               if (lookup.size() < 2) { 
-                       m->mothurOut("I cannot run the command without at least 2 valid groups."); 
-                       for (int i = 0; i < lookup.size(); i++) { delete lookup[i]; }
-                       return 0;
-               }
-               
+        
+        
                //if the users enters label "0.06" and there is no "0.06" in their file use the next lowest label.
+        string lastLabel = subset[0]->getLabel();
                set<string> processedLabels;
                set<string> userLabels = labels;
-       
+        
                //as long as you are not at the end of the file or done wih the lines you want
-               while((lookup[0] != NULL) && ((allLines == 1) || (userLabels.size() != 0))) {
+               while((subset[0] != NULL) && ((allLines == 1) || (userLabels.size() != 0))) {
                        if (m->control_pressed) { 
-                               m->Groups.clear(); 
-                               delete input;
                                for(int i=0;i<rDisplays.size();i++){    delete rDisplays[i];    }
-                               for (int i = 0; i < outputNames.size(); i++) {  remove(outputNames[i].c_str());         }
+                               for (int i = 0; i < outputNames.size(); i++) {  m->mothurRemove(outputNames[i]);        }
                                for (int i = 0; i < lookup.size(); i++) {  delete lookup[i];  } 
                                return 0;
                        }
                        
-                       if(allLines == 1 || labels.count(lookup[0]->getLabel()) == 1){
-                               m->mothurOut(lookup[0]->getLabel()); m->mothurOutEndLine();
-                               rCurve = new Rarefact(lookup, rDisplays);
+                       if(allLines == 1 || labels.count(subset[0]->getLabel()) == 1){
+                               m->mothurOut(subset[0]->getLabel() + '\t' + thisSet); m->mothurOutEndLine();
+                               rCurve = new Rarefact(subset, rDisplays);
                                rCurve->getSharedCurve(freq, nIters);
                                delete rCurve;
-                       
-                               processedLabels.insert(lookup[0]->getLabel());
-                               userLabels.erase(lookup[0]->getLabel());
+                
+                if (subsample) { subsampleLookup(subset, fileNameRoot);  }
+                    
+                               processedLabels.insert(subset[0]->getLabel());
+                               userLabels.erase(subset[0]->getLabel());
                        }
                        
-                       if ((m->anyLabelsToProcess(lookup[0]->getLabel(), userLabels, "") == true) && (processedLabels.count(lastLabel) != 1)) {
-                                       string saveLabel = lookup[0]->getLabel();
-                       
-                                       for (int i = 0; i < lookup.size(); i++) {  delete lookup[i];  } 
-                                       lookup = input->getSharedRAbundVectors(lastLabel);
-
-                                       m->mothurOut(lookup[0]->getLabel()); m->mothurOutEndLine();
-                                       rCurve = new Rarefact(lookup, rDisplays);
-                                       rCurve->getSharedCurve(freq, nIters);
-                                       delete rCurve;
+                       if ((m->anyLabelsToProcess(subset[0]->getLabel(), userLabels, "") == true) && (processedLabels.count(lastLabel) != 1)) {
+                string saveLabel = subset[0]->getLabel();
+                
+                for (int i = 0; i < lookup.size(); i++) {  delete lookup[i];  } 
+                lookup = input.getSharedRAbundVectors(lastLabel);
+                
+                if (thisSet == "") {  subset.clear(); subset = lookup;  }
+                else {//fill subset with this sets groups
+                    subset.clear();
+                    for (int i = 0; i < lookup.size(); i++) {
+                        if (m->inUsersGroups(lookup[i]->getGroup(), newGroups)) {
+                            subset.push_back(lookup[i]);
+                        }
+                    }
+                }
 
-                                       processedLabels.insert(lookup[0]->getLabel());
-                                       userLabels.erase(lookup[0]->getLabel());
-                                       
-                                       //restore real lastlabel to save below
-                                       lookup[0]->setLabel(saveLabel);
+                m->mothurOut(subset[0]->getLabel() + '\t' + thisSet); m->mothurOutEndLine();
+                rCurve = new Rarefact(subset, rDisplays);
+                rCurve->getSharedCurve(freq, nIters);
+                delete rCurve;
+                
+                if (subsample) { subsampleLookup(subset, fileNameRoot);  }
+                
+                processedLabels.insert(subset[0]->getLabel());
+                userLabels.erase(subset[0]->getLabel());
+                
+                //restore real lastlabel to save below
+                subset[0]->setLabel(saveLabel);
                        }
-                               
+            
                        
-                       lastLabel = lookup[0]->getLabel();
+                       lastLabel = subset[0]->getLabel();
                        
                        //get next line to process
                        for (int i = 0; i < lookup.size(); i++) {  delete lookup[i];  } 
-                       lookup = input->getSharedRAbundVectors();
+                       lookup = input.getSharedRAbundVectors();
+            
+            if (lookup[0] != NULL) {
+                if (thisSet == "") {  subset.clear(); subset = lookup;  }
+                else {//fill subset with this sets groups
+                    subset.clear();
+                    for (int i = 0; i < lookup.size(); i++) {
+                        if (m->inUsersGroups(lookup[i]->getGroup(), newGroups)) {
+                            subset.push_back(lookup[i]);
+                        }
+                    }
+                }
+            }else {  subset.clear(); subset.push_back(NULL); }
+
                }
                
                if (m->control_pressed) { 
-                       m->Groups.clear(); 
-                       delete input;
                        for(int i=0;i<rDisplays.size();i++){    delete rDisplays[i];    }
-                       for (int i = 0; i < outputNames.size(); i++) {  remove(outputNames[i].c_str());         }
+                       for (int i = 0; i < outputNames.size(); i++) {  m->mothurRemove(outputNames[i]);        }
                        return 0;
                }
                
@@ -299,43 +466,359 @@ int RareFactSharedCommand::execute(){
                }
                
                if (m->control_pressed) { 
-                       m->Groups.clear(); 
-                       delete input; 
                        for(int i=0;i<rDisplays.size();i++){    delete rDisplays[i];    }
-                       for (int i = 0; i < outputNames.size(); i++) {  remove(outputNames[i].c_str());         }
+                       for (int i = 0; i < outputNames.size(); i++) {  m->mothurRemove(outputNames[i]);        }
                        return 0;
                }
                
                //run last label if you need to
                if (needToRun == true)  {
                        for (int i = 0; i < lookup.size(); i++) {  if (lookup[i] != NULL) {     delete lookup[i]; }  } 
-                       lookup = input->getSharedRAbundVectors(lastLabel);
-
-                       m->mothurOut(lookup[0]->getLabel()); m->mothurOutEndLine();
-                       rCurve = new Rarefact(lookup, rDisplays);
+                       lookup = input.getSharedRAbundVectors(lastLabel);
+            
+            if (thisSet == "") {  subset.clear(); subset = lookup;  }
+            else {//fill subset with this sets groups
+                subset.clear();
+                for (int i = 0; i < lookup.size(); i++) {
+                    if (m->inUsersGroups(lookup[i]->getGroup(), newGroups)) {
+                        subset.push_back(lookup[i]);
+                    }
+                }
+            }
+            
+                       m->mothurOut(subset[0]->getLabel() + '\t' + thisSet); m->mothurOutEndLine();
+                       rCurve = new Rarefact(subset, rDisplays);
                        rCurve->getSharedCurve(freq, nIters);
                        delete rCurve;
+            
+            if (subsample) { subsampleLookup(subset, fileNameRoot);  }
+                
                        for (int i = 0; i < lookup.size(); i++) {  delete lookup[i];  } 
                }
                
                for(int i=0;i<rDisplays.size();i++){    delete rDisplays[i];    }       
-               m->Groups.clear(); 
-               delete input;
+
+        
+        return 0;
+    }
+       catch(exception& e) {
+               m->errorOut(e, "RareFactSharedCommand", "process");
+               exit(1);
+       }
+}
+//**********************************************************************************************************************
+int RareFactSharedCommand::subsampleLookup(vector<SharedRAbundVector*>& thisLookup, string fileNameRoot) {
+       try {
+        
+        map<string, vector<string> > filenames;
+        for (int thisIter = 0; thisIter < iters; thisIter++) {
+            
+            vector<SharedRAbundVector*> thisItersLookup = thisLookup;
+            
+             //we want the summary results for the whole dataset, then the subsampling
+            SubSample sample;
+            vector<string> tempLabels; //dont need since we arent printing the sampled sharedRabunds
+                
+            //make copy of lookup so we don't get access violations
+            vector<SharedRAbundVector*> newLookup;
+            for (int k = 0; k < thisItersLookup.size(); k++) {
+                SharedRAbundVector* temp = new SharedRAbundVector();
+                temp->setLabel(thisItersLookup[k]->getLabel());
+                temp->setGroup(thisItersLookup[k]->getGroup());
+                newLookup.push_back(temp);
+            }
+                
+            //for each bin
+            for (int k = 0; k < thisItersLookup[0]->getNumBins(); k++) {
+                if (m->control_pressed) { for (int j = 0; j < newLookup.size(); j++) {  delete newLookup[j];  } return 0; }
+                for (int j = 0; j < thisItersLookup.size(); j++) { newLookup[j]->push_back(thisItersLookup[j]->getAbundance(k), thisItersLookup[j]->getGroup()); }
+                }
+                
+            tempLabels = sample.getSample(newLookup, subsampleSize);
+            thisItersLookup = newLookup;
+            
+            
+            Rarefact* rCurve;
+            vector<Display*> rDisplays;
+            
+            string thisfileNameRoot = fileNameRoot + toString(thisIter);
+            
+            map<string, string> variables; 
+            variables["[filename]"] = thisfileNameRoot;
+            
+            ValidCalculators validCalculator;
+            for (int i=0; i<Estimators.size(); i++) {
+                if (validCalculator.isValidCalculator("sharedrarefaction", Estimators[i]) == true) { 
+                    if (Estimators[i] == "sharedobserved") { 
+                        rDisplays.push_back(new RareDisplay(new SharedSobs(), new SharedThreeColumnFile(getOutputFileName("sharedrarefaction",variables), "")));
+                        filenames["sharedrarefaction"].push_back(getOutputFileName("sharedrarefaction",variables));
+                    }else if (Estimators[i] == "sharednseqs") { 
+                        rDisplays.push_back(new RareDisplay(new SharedNSeqs(), new SharedThreeColumnFile(getOutputFileName("sharedr_nseqs",variables), "")));
+                        filenames["sharedr_nseqs"].push_back(getOutputFileName("sharedr_nseqs",variables));
+                    }
+                }
+            }
+            
+            rCurve = new Rarefact(thisItersLookup, rDisplays);
+                       rCurve->getSharedCurve(freq, nIters);
+                       delete rCurve;
+            
+            //clean up memory
+            for (int i = 0; i < thisItersLookup.size(); i++) { delete thisItersLookup[i]; }
+            thisItersLookup.clear();
+            for(int i=0;i<rDisplays.size();i++){       delete rDisplays[i];    }
+        }
+        
+        //create std and ave outputs
+        vector< vector< vector< double > > > results; //iter -> numSampled -> data
+        for (map<string, vector<string> >::iterator it = filenames.begin(); it != filenames.end(); it++) {
+            vector<string> thisTypesFiles = it->second;
+            vector<string> columnHeaders;
+            for (int i = 0; i < thisTypesFiles.size(); i++) {
+                ifstream in;
+                m->openInputFile(thisTypesFiles[i], in);
+                
+                string headers = m->getline(in); m->gobble(in);
+                columnHeaders = m->splitWhiteSpace(headers);
+                int numCols = columnHeaders.size();
+                
+                vector<vector<double> > thisFilesLines;
+                while (!in.eof()) {
+                    if (m->control_pressed) { break; }
+                    vector<double> data; data.resize(numCols, 0);
+                    //read numSampled line
+                    for (int j = 0; j < numCols; j++) { in >> data[j]; m->gobble(in); }
+                    thisFilesLines.push_back(data);
+                }
+                in.close();
+                results.push_back(thisFilesLines);
+                m->mothurRemove(thisTypesFiles[i]);
+            }
+            
+            if (!m->control_pressed) {
+                //process results
+                map<string, string> variables; variables["[filename]"] = fileNameRoot + "ave-std." + thisLookup[0]->getLabel() + ".";
+
+                string outputFile = getOutputFileName(it->first,variables);
+                ofstream out;
+                m->openOutputFile(outputFile, out);
+                outputNames.push_back(outputFile); outputTypes[it->first].push_back(outputFile);
+                
+                out << columnHeaders[0] << '\t' << "method\t";
+                for (int i = 1; i < columnHeaders.size(); i++) { out << columnHeaders[i] << '\t'; }
+                out << endl;
+            
+                vector< vector<double> > aveResults; aveResults.resize(results[0].size());
+                for (int i = 0; i < aveResults.size(); i++) { aveResults[i].resize(results[0][i].size(), 0.0); }
+                
+                for (int thisIter = 0; thisIter < iters; thisIter++) { //sum all groups dists for each calculator
+                    for (int i = 0; i < aveResults.size(); i++) {  //initialize sums to zero.
+                        aveResults[i][0] = results[thisIter][i][0];
+                        for (int j = 1; j < aveResults[i].size(); j++) {
+                            aveResults[i][j] += results[thisIter][i][j];
+                        }
+                    }
+                }
+                
+                for (int i = 0; i < aveResults.size(); i++) {  //finds average.
+                    for (int j = 1; j < aveResults[i].size(); j++) {
+                        aveResults[i][j] /= (float) iters;
+                    }
+                }
+                
+                //standard deviation
+                vector< vector<double> > stdResults; stdResults.resize(results[0].size());
+                for (int i = 0; i < stdResults.size(); i++) { stdResults[i].resize(results[0][i].size(), 0.0); }
+                
+                for (int thisIter = 0; thisIter < iters; thisIter++) { //compute the difference of each dist from the mean, and square the result of each
+                    for (int i = 0; i < stdResults.size(); i++) {  
+                        stdResults[i][0] = aveResults[i][0];
+                        for (int j = 1; j < stdResults[i].size(); j++) {
+                            stdResults[i][j] += ((results[thisIter][i][j] - aveResults[i][j]) * (results[thisIter][i][j] - aveResults[i][j]));
+                        }
+                    }
+                }
+                
+                for (int i = 0; i < stdResults.size(); i++) {  //finds average.
+                    out << aveResults[i][0] << '\t' << "ave\t";
+                    for (int j = 1; j < aveResults[i].size(); j++) { out << aveResults[i][j] << '\t'; }
+                    out << endl;
+                    out << stdResults[i][0] << '\t' << "std\t";
+                    for (int j = 1; j < stdResults[i].size(); j++) {
+                        stdResults[i][j] /= (float) iters;
+                        stdResults[i][j] = sqrt(stdResults[i][j]);
+                        out << stdResults[i][j] << '\t';
+                    }
+                    out << endl;
+                }
+                out.close();
+            }
+        }
+        
+        
+        return 0;
+    }
+       catch(exception& e) {
+               m->errorOut(e, "RareFactSharedCommand", "subsample");
+               exit(1);
+       }
+}
+//**********************************************************************************************************************
+vector<string> RareFactSharedCommand::createGroupFile(vector<string>& outputNames) {
+       try {
                
-               if (m->control_pressed) { for (int i = 0; i < outputNames.size(); i++) {        remove(outputNames[i].c_str()); } return 0; }
+               vector<string> newFileNames;
+               
+               //find different types of files
+               map<string, map<string, string> > typesFiles;
+        map<string, vector< vector<string> > > fileLabels; //combofile name to labels. each label is a vector because it may be unique lci hci.
+        vector<string> groupNames;
+               for (int i = 0; i < outputNames.size(); i++) {
+            
+                       string extension = m->getExtension(outputNames[i]);
+            string combineFileName = outputDir + m->getRootName(m->getSimpleName(sharedfile)) + "groups" + extension;
+                       m->mothurRemove(combineFileName); //remove old file
+            
+                       ifstream in;
+                       m->openInputFile(outputNames[i], in);
+                       
+                       string labels = m->getline(in);
+            
+                       istringstream iss (labels,istringstream::in);
+            string newLabel = ""; vector<string> theseLabels;
+            while(!iss.eof()) {  iss >> newLabel; m->gobble(iss); theseLabels.push_back(newLabel); }
+            vector< vector<string> > allLabels;
+            vector<string> thisSet; thisSet.push_back(theseLabels[0]); allLabels.push_back(thisSet); thisSet.clear(); //makes "numSampled" its own grouping
+            for (int j = 1; j < theseLabels.size()-1; j++) {
+                if (theseLabels[j+1] == "lci") {
+                    thisSet.push_back(theseLabels[j]); 
+                    thisSet.push_back(theseLabels[j+1]); 
+                    thisSet.push_back(theseLabels[j+2]);
+                    j++; j++;
+                }else{ //no lci or hci for this calc.
+                    thisSet.push_back(theseLabels[j]); 
+                }
+                allLabels.push_back(thisSet); 
+                thisSet.clear();
+            }
+            fileLabels[combineFileName] = allLabels;
+            
+            map<string, map<string, string> >::iterator itfind = typesFiles.find(extension);
+            if (itfind != typesFiles.end()) {
+                (itfind->second)[outputNames[i]] = file2Group[i];
+            }else {
+                map<string, string> temp;  
+                temp[outputNames[i]] = file2Group[i];
+                typesFiles[extension] = temp;
+            }
+            if (!(m->inUsersGroups(file2Group[i], groupNames))) {  groupNames.push_back(file2Group[i]); }
+               }
+               
+               //for each type create a combo file
+               
+               for (map<string, map<string, string> >::iterator it = typesFiles.begin(); it != typesFiles.end(); it++) {
+                       
+                       ofstream out;
+                       string combineFileName = outputDir + m->getRootName(m->getSimpleName(sharedfile)) + "groups" + it->first;
+                       m->openOutputFileAppend(combineFileName, out);
+                       newFileNames.push_back(combineFileName);
+                       map<string, string> thisTypesFiles = it->second; //it->second maps filename to group
+            set<int> numSampledSet;
+            
+                       //open each type summary file
+                       map<string, map<int, vector< vector<string> > > > files; //maps file name to lines in file
+                       int maxLines = 0;
+                       for (map<string, string>::iterator itFileNameGroup = thisTypesFiles.begin(); itFileNameGroup != thisTypesFiles.end(); itFileNameGroup++) {
+                
+                string thisfilename = itFileNameGroup->first;
+                string group = itFileNameGroup->second;
+                
+                               ifstream temp;
+                               m->openInputFile(thisfilename, temp);
+                               
+                               //read through first line - labels
+                               m->getline(temp);       m->gobble(temp);
+                               
+                               map<int, vector< vector<string> > > thisFilesLines;
+                               while (!temp.eof()){
+                    int numSampled = 0;
+                    temp >> numSampled; m->gobble(temp);
+                    
+                    vector< vector<string> > theseReads;
+                    vector<string> thisSet; thisSet.push_back(toString(numSampled)); theseReads.push_back(thisSet); thisSet.clear();
+                    for (int k = 1; k < fileLabels[combineFileName].size(); k++) { //output thing like 0.03-A lci-A hci-A
+                        vector<string> reads;
+                        string next = "";
+                        for (int l = 0; l < fileLabels[combineFileName][k].size(); l++) { //output modified labels
+                            temp >> next; m->gobble(temp);
+                            reads.push_back(next);
+                        }
+                        theseReads.push_back(reads);
+                    }
+                    thisFilesLines[numSampled] = theseReads;
+                    m->gobble(temp);
+                    
+                    numSampledSet.insert(numSampled);
+                               }
+                               
+                               files[group] = thisFilesLines;
+                               
+                               //save longest file for below
+                               if (maxLines < thisFilesLines.size()) { maxLines = thisFilesLines.size(); }
+                               
+                               temp.close();
+                               m->mothurRemove(thisfilename);
+                       }
+                       
+            //output new labels line
+            out << fileLabels[combineFileName][0][0] << '\t';
+            for (int k = 1; k < fileLabels[combineFileName].size(); k++) { //output thing like 0.03-A lci-A hci-A
+                for (int n = 0; n < groupNames.size(); n++) { // for each group
+                    for (int l = 0; l < fileLabels[combineFileName][k].size(); l++) { //output modified labels
+                        out << fileLabels[combineFileName][k][l] << '-' << groupNames[n] << '\t';
+                    }
+                }
+            }
+                       out << endl;
+            
+                       //for each label
+                       for (set<int>::iterator itNumSampled = numSampledSet.begin(); itNumSampled != numSampledSet.end(); itNumSampled++) {
+                               
+                out << (*itNumSampled) << '\t';
+                
+                if (m->control_pressed) { break; }
+                
+                for (int k = 1; k < fileLabels[combineFileName].size(); k++) { //each chunk
+                                   //grab data for each group
+                    for (map<string, map<int, vector< vector<string> > > >::iterator itFileNameGroup = files.begin(); itFileNameGroup != files.end(); itFileNameGroup++) {
+                        
+                        string group = itFileNameGroup->first;
+                        
+                        map<int, vector< vector<string> > >::iterator itLine = files[group].find(*itNumSampled);
+                        if (itLine != files[group].end()) { 
+                            for (int l = 0; l < (itLine->second)[k].size(); l++) { 
+                                out << (itLine->second)[k][l] << '\t';
+                                
+                            }                             
+                        }else { 
+                            for (int l = 0; l < fileLabels[combineFileName][k].size(); l++) { 
+                                out << "NA" << '\t';
+                            } 
+                        }
+                    }
+                }
+                out << endl;
+                       }       
+                       out.close();
+               }
+               
+               //return combine file name
+               return newFileNames;
                
-               m->mothurOutEndLine();
-               m->mothurOut("Output File Names: "); m->mothurOutEndLine();
-               for (int i = 0; i < outputNames.size(); i++) {  m->mothurOut(outputNames[i]); m->mothurOutEndLine();    }
-               m->mothurOutEndLine();
-
-               return 0;
        }
        catch(exception& e) {
-               m->errorOut(e, "RareFactSharedCommand", "execute");
+               m->errorOut(e, "RareFactSharedCommand", "createGroupFile");
                exit(1);
        }
 }
-
-
 //**********************************************************************************************************************