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1 /*
2  *  treegroupscommand.cpp
3  *  Mothur
4  *
5  *  Created by Sarah Westcott on 4/8/09.
6  *  Copyright 2009 Schloss Lab UMASS Amherst. All rights reserved.
7  *
8  */
9
10 #include "treegroupscommand.h"
11 #include "subsample.h"
12 #include "consensus.h"
13
14 //**********************************************************************************************************************
15 vector<string> TreeGroupCommand::setParameters(){       
16         try {
17                 CommandParameter pshared("shared", "InputTypes", "", "", "PhylipColumnShared", "PhylipColumnShared", "none","tree",false,false,true); parameters.push_back(pshared);
18                 CommandParameter pphylip("phylip", "InputTypes", "", "", "PhylipColumnShared", "PhylipColumnShared", "none","tree",false,false); parameters.push_back(pphylip);
19                 CommandParameter pname("name", "InputTypes", "", "", "NameCount", "none", "ColumnName","",false,false); parameters.push_back(pname);
20                 CommandParameter pcount("count", "InputTypes", "", "", "NameCount", "none", "countcolumn","",false,false); parameters.push_back(pcount);
21         CommandParameter pcolumn("column", "InputTypes", "", "", "PhylipColumnShared", "PhylipColumnShared", "ColumnName-countcolumn","tree",false,false); parameters.push_back(pcolumn);               
22         CommandParameter piters("iters", "Number", "", "1000", "", "", "","",false,false); parameters.push_back(piters);
23         CommandParameter psubsample("subsample", "String", "", "", "", "", "","",false,false); parameters.push_back(psubsample);
24         CommandParameter pcutoff("cutoff", "Number", "", "10", "", "", "","",false,false); parameters.push_back(pcutoff);
25                 CommandParameter pprecision("precision", "Number", "", "100", "", "", "","",false,false); parameters.push_back(pprecision);             
26                 CommandParameter plabel("label", "String", "", "", "", "", "","",false,false); parameters.push_back(plabel);
27                 CommandParameter pgroups("groups", "String", "", "", "", "", "","",false,false); parameters.push_back(pgroups);
28                 CommandParameter pcalc("calc", "Multiple", "sharedsobs-sharedchao-sharedace-jabund-sorabund-jclass-sorclass-jest-sorest-thetayc-thetan-kstest-sharednseqs-ochiai-anderberg-kulczynski-kulczynskicody-lennon-morisitahorn-braycurtis-whittaker-odum-canberra-structeuclidean-structchord-hellinger-manhattan-structpearson-soergel-spearman-structkulczynski-speciesprofile-hamming-structchi2-gower-memchi2-memchord-memeuclidean-mempearson", "jclass-thetayc", "", "", "","",true,false,true); parameters.push_back(pcalc);
29                 
30         CommandParameter pprocessors("processors", "Number", "", "1", "", "", "","",false,false,true); parameters.push_back(pprocessors);
31 //CommandParameter poutput("output", "Multiple", "lt-square", "lt", "", "", "",false,false); parameters.push_back(poutput);
32                 CommandParameter pinputdir("inputdir", "String", "", "", "", "", "","",false,false); parameters.push_back(pinputdir);
33                 CommandParameter poutputdir("outputdir", "String", "", "", "", "", "","",false,false); parameters.push_back(poutputdir);
34                 
35                 vector<string> myArray;
36                 for (int i = 0; i < parameters.size(); i++) {   myArray.push_back(parameters[i].name);          }
37                 return myArray;
38         }
39         catch(exception& e) {
40                 m->errorOut(e, "TreeGroupCommand", "setParameters");
41                 exit(1);
42         }
43 }
44 //**********************************************************************************************************************
45 string TreeGroupCommand::getHelpString(){       
46         try {
47                 string helpString = "";
48                 ValidCalculators validCalculator;
49                 helpString += "The tree.shared command creates a .tre to represent the similiarity between groups or sequences.\n";
50                 helpString += "The tree.shared command parameters are shared, groups, calc, phylip, column, name, cutoff, precision, processors, subsample, iters and label.\n";
51                 helpString += "The groups parameter allows you to specify which of the groups in your groupfile you would like included used.\n";
52                 helpString += "The group names are separated by dashes. The label allow you to select what distance levels you would like trees created for, and are also separated by dashes.\n";
53                 helpString += "The phylip or column parameter are required if you do not provide a sharedfile, and only one may be used.  If you use a column file the name filename is required. \n";
54                 helpString += "If you do not provide a cutoff value 10.00 is assumed. If you do not provide a precision value then 100 is assumed.\n";
55                 helpString += "The tree.shared command should be in the following format: tree.shared(groups=yourGroups, calc=yourCalcs, label=yourLabels).\n";
56         helpString += "The iters parameter allows you to choose the number of times you would like to run the subsample.\n";
57         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. The subsample parameter may only be used with a shared file.\n";
58                 helpString += "Example tree.shared(groups=A-B-C, calc=jabund-sorabund).\n";
59                 helpString += "The default value for groups is all the groups in your groupfile.\n";
60                 helpString += "The default value for calc is jclass-thetayc.\n";
61                 helpString += "The tree.shared command outputs a .tre file for each calculator you specify at each distance you choose.\n";
62                 helpString += validCalculator.printCalc("treegroup");
63                 helpString += "Or the tree.shared command can be in the following format: tree.shared(phylip=yourPhylipFile).\n";
64                 helpString += "Example tree.shared(phylip=abrecovery.dist).\n";
65                 helpString += "Note: No spaces between parameter labels (i.e. groups), '=' and parameters (i.e.yourGroups).\n";
66                 return helpString;
67         }
68         catch(exception& e) {
69                 m->errorOut(e, "TreeGroupCommand", "getHelpString");
70                 exit(1);
71         }
72 }
73 //**********************************************************************************************************************
74 string TreeGroupCommand::getOutputPattern(string type) {
75     try {
76         string pattern = "";
77         
78         if (type == "tree") {  pattern = "[filename],[calc],[distance],[tag],tre-[filename],tre"; } 
79         else { m->mothurOut("[ERROR]: No definition for type " + type + " output pattern.\n"); m->control_pressed = true;  }
80         
81         return pattern;
82     }
83     catch(exception& e) {
84         m->errorOut(e, "TreeGroupCommand", "getOutputPattern");
85         exit(1);
86     }
87 }
88 //**********************************************************************************************************************
89 TreeGroupCommand::TreeGroupCommand(){   
90         try {
91                 abort = true; calledHelp = true;
92                 setParameters();
93                 //initialize outputTypes
94                 vector<string> tempOutNames;
95                 outputTypes["tree"] = tempOutNames;
96         }
97         catch(exception& e) {
98                 m->errorOut(e, "TreeGroupCommand", "TreeGroupCommand");
99                 exit(1);
100         }
101 }
102 //**********************************************************************************************************************
103
104 TreeGroupCommand::TreeGroupCommand(string option)  {
105         try {
106                 abort = false; calledHelp = false;   
107                 allLines = 1;
108                 
109                 //allow user to run help
110                 if(option == "help") { help(); abort = true; calledHelp = true; }
111                 else if(option == "citation") { citation(); abort = true; calledHelp = true;}
112                 
113                 else {
114                         vector<string> myArray = setParameters();
115                         
116                         OptionParser parser(option);
117                         map<string, string> parameters = parser. getParameters();
118                         
119                         ValidParameters validParameter;
120                         map<string, string>::iterator it;
121                 
122                         //check to make sure all parameters are valid for command
123                         for (it = parameters.begin(); it != parameters.end(); it++) { 
124                                 if (validParameter.isValidParameter(it->first, myArray, it->second) != true) {  abort = true;  }
125                         }
126                         
127                         //initialize outputTypes
128                         vector<string> tempOutNames;
129                         outputTypes["tree"] = tempOutNames;
130                         
131                         //if the user changes the input directory command factory will send this info to us in the output parameter 
132                         string inputDir = validParameter.validFile(parameters, "inputdir", false);              
133                         if (inputDir == "not found"){   inputDir = "";          }
134                         else {
135                                 string path;
136                                 it = parameters.find("phylip");
137                                 //user has given a template file
138                                 if(it != parameters.end()){ 
139                                         path = m->hasPath(it->second);
140                                         //if the user has not given a path then, add inputdir. else leave path alone.
141                                         if (path == "") {       parameters["phylip"] = inputDir + it->second;           }
142                                 }
143                                 
144                                 it = parameters.find("column");
145                                 //user has given a template file
146                                 if(it != parameters.end()){ 
147                                         path = m->hasPath(it->second);
148                                         //if the user has not given a path then, add inputdir. else leave path alone.
149                                         if (path == "") {       parameters["column"] = inputDir + it->second;           }
150                                 }
151                                 
152                                 it = parameters.find("name");
153                                 //user has given a template file
154                                 if(it != parameters.end()){ 
155                                         path = m->hasPath(it->second);
156                                         //if the user has not given a path then, add inputdir. else leave path alone.
157                                         if (path == "") {       parameters["name"] = inputDir + it->second;             }
158                                 }
159                 
160                 it = parameters.find("count");
161                                 //user has given a template file
162                                 if(it != parameters.end()){ 
163                                         path = m->hasPath(it->second);
164                                         //if the user has not given a path then, add inputdir. else leave path alone.
165                                         if (path == "") {       parameters["count"] = inputDir + it->second;            }
166                                 }
167                         }
168                         
169                         //check for required parameters
170                         phylipfile = validParameter.validFile(parameters, "phylip", true);
171                         if (phylipfile == "not open") { phylipfile = ""; abort = true; }
172                         else if (phylipfile == "not found") { phylipfile = ""; }        
173                         else {  inputfile = phylipfile;  format = "phylip"; m->setPhylipFile(phylipfile);       }
174                         
175                         columnfile = validParameter.validFile(parameters, "column", true);
176                         if (columnfile == "not open") { columnfile = ""; abort = true; }        
177                         else if (columnfile == "not found") { columnfile = ""; }
178                         else {  inputfile = columnfile; format = "column";      m->setColumnFile(columnfile); }
179                         
180                         sharedfile = validParameter.validFile(parameters, "shared", true);
181                         if (sharedfile == "not open") { sharedfile = ""; abort = true; }        
182                         else if (sharedfile == "not found") { sharedfile = ""; }
183                         else {  inputfile = sharedfile; format = "sharedfile";  m->setSharedFile(sharedfile); }
184                         
185                         namefile = validParameter.validFile(parameters, "name", true);
186                         if (namefile == "not open") { abort = true; }   
187                         else if (namefile == "not found") { namefile = ""; }
188                         else { m->setNameFile(namefile); }
189             
190             countfile = validParameter.validFile(parameters, "count", true);
191                         if (countfile == "not open") { abort = true; countfile = ""; }  
192                         else if (countfile == "not found") { countfile = ""; }
193                         else { m->setCountTableFile(countfile); }
194                         
195                         if ((phylipfile == "") && (columnfile == "") && (sharedfile == "")) { 
196                                 //is there are current file available for either of these?
197                                 //give priority to shared, then column, then phylip
198                                 sharedfile = m->getSharedFile(); 
199                                 if (sharedfile != "") {  inputfile = sharedfile; format = "sharedfile"; m->mothurOut("Using " + sharedfile + " as input file for the shared parameter."); m->mothurOutEndLine(); }
200                                 else { 
201                                         columnfile = m->getColumnFile(); 
202                                         if (columnfile != "") { inputfile = columnfile; format = "column";  m->mothurOut("Using " + columnfile + " as input file for the column parameter."); m->mothurOutEndLine(); }
203                                         else { 
204                                                 phylipfile = m->getPhylipFile(); 
205                                                 if (phylipfile != "") { inputfile = phylipfile;  format = "phylip";  m->mothurOut("Using " + phylipfile + " as input file for the phylip parameter."); m->mothurOutEndLine(); }
206                                                 else { 
207                                                         m->mothurOut("No valid current files. You must provide a shared, phylip or column file."); m->mothurOutEndLine(); 
208                                                         abort = true;
209                                                 }
210                                         }
211                                 }
212                         }
213                         else if ((phylipfile != "") && (columnfile != "")) { m->mothurOut("When running the tree.shared command with a distance file you may not use both the column and the phylip parameters."); m->mothurOutEndLine(); abort = true; }
214                         
215                         if (columnfile != "") {
216                                 if ((namefile == "") && (countfile == "")){ 
217                                         namefile = m->getNameFile(); 
218                                         if (namefile != "") {  m->mothurOut("Using " + namefile + " as input file for the name parameter."); m->mothurOutEndLine(); }
219                                         else { 
220                                                 countfile = m->getCountTableFile();
221                         if (countfile != "") {  m->mothurOut("Using " + countfile + " as input file for the count parameter."); m->mothurOutEndLine(); }
222                         else { 
223                             m->mothurOut("You need to provide a namefile or countfile if you are going to use the column format."); m->mothurOutEndLine(); 
224                             abort = true; 
225                         }       
226                                         }       
227                                 }
228                         }
229
230                         
231                         //check for optional parameter and set defaults
232                         // ...at some point should added some additional type checking...
233                         label = validParameter.validFile(parameters, "label", false);                   
234                         if (label == "not found") { label = ""; }
235                         else { 
236                                 if(label != "all") {  m->splitAtDash(label, labels);  allLines = 0;  }
237                                 else { allLines = 1;  }
238                         }
239                         
240                         groups = validParameter.validFile(parameters, "groups", false);                 
241                         if (groups == "not found") { groups = ""; }
242                         else { 
243                                 m->splitAtDash(groups, Groups);
244                                 m->setGroups(Groups);
245                         }
246                                 
247                         calc = validParameter.validFile(parameters, "calc", false);                     
248                         if (calc == "not found") { calc = "jclass-thetayc";  }
249                         else { 
250                                  if (calc == "default")  {  calc = "jclass-thetayc";  }
251                         }
252                         m->splitAtDash(calc, Estimators);
253                         if (m->inUsersGroups("citation", Estimators)) { 
254                                 ValidCalculators validCalc; validCalc.printCitations(Estimators); 
255                                 //remove citation from list of calcs
256                                 for (int i = 0; i < Estimators.size(); i++) { if (Estimators[i] == "citation") {  Estimators.erase(Estimators.begin()+i); break; } }
257                         }
258
259                         string temp;
260                         temp = validParameter.validFile(parameters, "precision", false);                        if (temp == "not found") { temp = "100"; }
261                         m->mothurConvert(temp, precision); 
262                         
263                         temp = validParameter.validFile(parameters, "cutoff", false);                   if (temp == "not found") { temp = "10"; }
264                         m->mothurConvert(temp, cutoff); 
265                         cutoff += (5 / (precision * 10.0));
266                         
267             temp = validParameter.validFile(parameters, "processors", false);   if (temp == "not found"){       temp = m->getProcessors();      }
268                         m->setProcessors(temp);
269                         m->mothurConvert(temp, processors); 
270             
271             temp = validParameter.validFile(parameters, "iters", false);                        if (temp == "not found") { temp = "1000"; }
272                         m->mothurConvert(temp, iters); 
273             
274             temp = validParameter.validFile(parameters, "subsample", false);            if (temp == "not found") { temp = "F"; }
275                         if (m->isNumeric1(temp)) { m->mothurConvert(temp, subsampleSize); subsample = true; }
276             else {  
277                 if (m->isTrue(temp)) { subsample = true; subsampleSize = -1; }  //we will set it to smallest group later 
278                 else { subsample = false; }
279             }
280             
281             if (subsample == false) { iters = 1; }
282             
283             if (subsample && (format != "sharedfile")) { m->mothurOut("[ERROR]: the subsample parameter can only be used with a shared file.\n"); abort=true; }
284             
285                         //if the user changes the output directory command factory will send this info to us in the output parameter 
286                         outputDir = validParameter.validFile(parameters, "outputdir", false);           if (outputDir == "not found"){  
287                                 outputDir = ""; 
288                                 outputDir += m->hasPath(inputfile); //if user entered a file with a path then preserve it       
289                         }
290                 }
291
292         }
293         catch(exception& e) {
294                 m->errorOut(e, "TreeGroupCommand", "TreeGroupCommand");
295                 exit(1);
296         }
297 }
298 //**********************************************************************************************************************
299
300 TreeGroupCommand::~TreeGroupCommand(){
301         if (abort == false) {
302                 if (format == "sharedfile") {  delete input; }
303                 else { delete list; }
304                 delete ct;  
305         }
306         
307 }
308
309 //**********************************************************************************************************************
310
311 int TreeGroupCommand::execute(){
312         try {
313         
314                 if (abort == true) { if (calledHelp) { return 0; }  return 2;   }
315                 
316                 if (format == "sharedfile") {
317                         
318                         ValidCalculators validCalculator;
319                 
320                         for (int i=0; i<Estimators.size(); i++) {
321                                 if (validCalculator.isValidCalculator("treegroup", Estimators[i]) == true) { 
322                                         if (Estimators[i] == "sharedsobs") { 
323                                                 treeCalculators.push_back(new SharedSobsCS());
324                                         }else if (Estimators[i] == "sharedchao") { 
325                                                 treeCalculators.push_back(new SharedChao1());
326                                         }else if (Estimators[i] == "sharedace") { 
327                                                 treeCalculators.push_back(new SharedAce());
328                                         }else if (Estimators[i] == "jabund") {  
329                                                 treeCalculators.push_back(new JAbund());
330                                         }else if (Estimators[i] == "sorabund") { 
331                                                 treeCalculators.push_back(new SorAbund());
332                                         }else if (Estimators[i] == "jclass") { 
333                                                 treeCalculators.push_back(new Jclass());
334                                         }else if (Estimators[i] == "sorclass") { 
335                                                 treeCalculators.push_back(new SorClass());
336                                         }else if (Estimators[i] == "jest") { 
337                                                 treeCalculators.push_back(new Jest());
338                                         }else if (Estimators[i] == "sorest") { 
339                                                 treeCalculators.push_back(new SorEst());
340                                         }else if (Estimators[i] == "thetayc") { 
341                                                 treeCalculators.push_back(new ThetaYC());
342                                         }else if (Estimators[i] == "thetan") { 
343                                                 treeCalculators.push_back(new ThetaN());
344                                         }else if (Estimators[i] == "kstest") { 
345                                                 treeCalculators.push_back(new KSTest());
346                                         }else if (Estimators[i] == "sharednseqs") { 
347                                                 treeCalculators.push_back(new SharedNSeqs());
348                                         }else if (Estimators[i] == "ochiai") { 
349                                                 treeCalculators.push_back(new Ochiai());
350                                         }else if (Estimators[i] == "anderberg") { 
351                                                 treeCalculators.push_back(new Anderberg());
352                                         }else if (Estimators[i] == "kulczynski") { 
353                                                 treeCalculators.push_back(new Kulczynski());
354                                         }else if (Estimators[i] == "kulczynskicody") { 
355                                                 treeCalculators.push_back(new KulczynskiCody());
356                                         }else if (Estimators[i] == "lennon") { 
357                                                 treeCalculators.push_back(new Lennon());
358                                         }else if (Estimators[i] == "morisitahorn") { 
359                                                 treeCalculators.push_back(new MorHorn());
360                                         }else if (Estimators[i] == "braycurtis") { 
361                                                 treeCalculators.push_back(new BrayCurtis());
362                                         }else if (Estimators[i] == "whittaker") { 
363                                                 treeCalculators.push_back(new Whittaker());
364                                         }else if (Estimators[i] == "odum") { 
365                                                 treeCalculators.push_back(new Odum());
366                                         }else if (Estimators[i] == "canberra") { 
367                                                 treeCalculators.push_back(new Canberra());
368                                         }else if (Estimators[i] == "structeuclidean") { 
369                                                 treeCalculators.push_back(new StructEuclidean());
370                                         }else if (Estimators[i] == "structchord") { 
371                                                 treeCalculators.push_back(new StructChord());
372                                         }else if (Estimators[i] == "hellinger") { 
373                                                 treeCalculators.push_back(new Hellinger());
374                                         }else if (Estimators[i] == "manhattan") { 
375                                                 treeCalculators.push_back(new Manhattan());
376                                         }else if (Estimators[i] == "structpearson") { 
377                                                 treeCalculators.push_back(new StructPearson());
378                                         }else if (Estimators[i] == "soergel") { 
379                                                 treeCalculators.push_back(new Soergel());
380                                         }else if (Estimators[i] == "spearman") { 
381                                                 treeCalculators.push_back(new Spearman());
382                                         }else if (Estimators[i] == "structkulczynski") { 
383                                                 treeCalculators.push_back(new StructKulczynski());
384                                         }else if (Estimators[i] == "speciesprofile") { 
385                                                 treeCalculators.push_back(new SpeciesProfile());
386                                         }else if (Estimators[i] == "hamming") { 
387                                                 treeCalculators.push_back(new Hamming());
388                                         }else if (Estimators[i] == "structchi2") { 
389                                                 treeCalculators.push_back(new StructChi2());
390                                         }else if (Estimators[i] == "gower") { 
391                                                 treeCalculators.push_back(new Gower());
392                                         }else if (Estimators[i] == "memchi2") { 
393                                                 treeCalculators.push_back(new MemChi2());
394                                         }else if (Estimators[i] == "memchord") { 
395                                                 treeCalculators.push_back(new MemChord());
396                                         }else if (Estimators[i] == "memeuclidean") { 
397                                                 treeCalculators.push_back(new MemEuclidean());
398                                         }else if (Estimators[i] == "mempearson") { 
399                                                 treeCalculators.push_back(new MemPearson());
400                                         }
401                                 }
402                         }
403                         
404                         //if the users entered no valid calculators don't execute command
405                         if (treeCalculators.size() == 0) { m->mothurOut("You have given no valid calculators."); m->mothurOutEndLine(); return 0; }
406                         
407                         input = new InputData(sharedfile, "sharedfile");
408                         lookup = input->getSharedRAbundVectors();
409                         lastLabel = lookup[0]->getLabel();
410                         
411                         if (lookup.size() < 2) { m->mothurOut("You have not provided enough valid groups.  I cannot run the command."); m->mothurOutEndLine(); return 0; }
412                         
413                         //used in tree constructor 
414                         m->runParse = false;
415                         
416                         //create treemap class from groupmap for tree class to use
417                         ct = new CountTable();
418             set<string> nameMap;
419             map<string, string> groupMap;
420             set<string> gps;
421             for (int i = 0; i < m->getAllGroups().size(); i++) { 
422                 nameMap.insert(m->getAllGroups()[i]); 
423                 gps.insert(m->getAllGroups()[i]); 
424                 groupMap[m->getAllGroups()[i]] = m->getAllGroups()[i];
425             }
426             ct->createTable(nameMap, groupMap, gps);
427                         
428                         //clear globaldatas old tree names if any
429                         m->Treenames.clear();
430                         
431                         //fills globaldatas tree names
432                         m->Treenames = m->getGroups();
433                 
434                         if (m->control_pressed) { return 0; }
435                         
436                         //create tree file
437                         makeSimsShared();
438                         
439                         if (m->control_pressed) { for (int i = 0; i < outputNames.size(); i++) {        m->mothurRemove(outputNames[i]);  } return 0; }
440                 }else{
441                         //read in dist file
442                         filename = inputfile;
443             
444             ReadMatrix* readMatrix;
445                         if (format == "column") { readMatrix = new ReadColumnMatrix(filename); }        
446                         else if (format == "phylip") { readMatrix = new ReadPhylipMatrix(filename); }
447                                 
448                         readMatrix->setCutoff(cutoff);
449         
450             ct = NULL;
451             nameMap = NULL;
452             if(namefile != ""){ 
453                 nameMap = new NameAssignment(namefile);
454                 nameMap->readMap();
455                 readMatrix->read(nameMap);
456             }else if (countfile != "") {
457                 ct = new CountTable();
458                 ct->readTable(countfile);
459                 readMatrix->read(ct);
460             }else {
461                 readMatrix->read(nameMap);
462             }
463
464                         list = readMatrix->getListVector();
465                         SparseDistanceMatrix* dMatrix = readMatrix->getDMatrix();
466
467                         //make treemap
468             if (ct != NULL) { delete ct; }
469                         ct = new CountTable();
470             set<string> nameMap;
471             map<string, string> groupMap;
472             set<string> gps;
473             for (int i = 0; i < list->getNumBins(); i++) {
474                 string bin = list->get(i);
475                 nameMap.insert(bin); 
476                 gps.insert(bin); 
477                 groupMap[bin] = bin;
478             }
479             ct->createTable(nameMap, groupMap, gps);
480                         
481                         vector<string> namesGroups = ct->getNamesOfGroups();
482                         m->setGroups(namesGroups);
483                 
484                         //clear globaldatas old tree names if any
485                         m->Treenames.clear();
486             
487                         //fills globaldatas tree names
488                         m->Treenames = m->getGroups();
489                         
490                         //used in tree constructor 
491                         m->runParse = false;
492                         
493                         if (m->control_pressed) { return 0; }
494                         
495                         vector< vector<double> > matrix = makeSimsDist(dMatrix);
496             delete readMatrix;
497             delete dMatrix;
498                         
499                         if (m->control_pressed) { return 0; }
500
501                         //create a new filename
502             map<string, string> variables; 
503             variables["[filename]"] = outputDir + m->getRootName(m->getSimpleName(inputfile));
504                         string outputFile = getOutputFileName("tree",variables);        
505                         outputNames.push_back(outputFile); outputTypes["tree"].push_back(outputFile);
506                                 
507                         Tree* newTree = createTree(matrix);
508             
509             if (newTree != NULL) {  writeTree(outputFile, newTree); delete newTree; }
510                         
511                         if (m->control_pressed) { return 0; }
512
513                         m->mothurOut("Tree complete. "); m->mothurOutEndLine();
514                         
515                 }
516                                 
517                 //reset groups parameter
518                 m->clearGroups(); 
519                 
520                 //set tree file as new current treefile
521                 string current = "";
522                 itTypes = outputTypes.find("tree");
523                 if (itTypes != outputTypes.end()) {
524                         if ((itTypes->second).size() != 0) { current = (itTypes->second)[0]; m->setTreeFile(current); }
525                 }
526                 
527                 m->mothurOutEndLine();
528                 m->mothurOut("Output File Names: "); m->mothurOutEndLine();
529                 for (int i = 0; i < outputNames.size(); i++) {  m->mothurOut(outputNames[i]); m->mothurOutEndLine();    }
530                 m->mothurOutEndLine();
531
532                 return 0;
533         }
534         catch(exception& e) {
535                 m->errorOut(e, "TreeGroupCommand", "execute");
536                 exit(1);
537         }
538 }
539 //**********************************************************************************************************************
540
541 Tree* TreeGroupCommand::createTree(vector< vector<double> >& simMatrix){
542         try {
543                 //create tree
544                 t = new Tree(ct, simMatrix);
545         
546         if (m->control_pressed) { delete t; t = NULL; return t; }
547                 
548         //assemble tree
549                 t->assembleTree();
550
551                 return t;
552         }
553         catch(exception& e) {
554                 m->errorOut(e, "TreeGroupCommand", "createTree");
555                 exit(1);
556         }
557 }
558 /***********************************************************/
559 int TreeGroupCommand::writeTree(string out, Tree* T) {
560         try {
561                 
562         //print newick file
563                 t->createNewickFile(out);
564                 
565         if (m->control_pressed) { m->mothurRemove(out); outputNames.pop_back(); return 1; }
566         
567         return 0;
568         
569         }
570         catch(exception& e) {
571                 m->errorOut(e, "TreeGroupCommand", "printSims");
572                 exit(1);
573         }
574 }
575
576 /***********************************************************/
577 void TreeGroupCommand::printSims(ostream& out, vector< vector<double> >& simMatrix) {
578         try {
579                 
580         for (int m = 0; m < simMatrix.size(); m++)      {
581                         //out << lookup[m]->getGroup() << '\t';
582                         for (int n = 0; n < simMatrix.size(); n++)      {
583                                 out << simMatrix[m][n] << '\t'; 
584                         }
585                         out << endl;
586                 }
587
588         }
589         catch(exception& e) {
590                 m->errorOut(e, "TreeGroupCommand", "printSims");
591                 exit(1);
592         }
593 }
594 /***********************************************************/
595 vector< vector<double> > TreeGroupCommand::makeSimsDist(SparseDistanceMatrix* matrix) {
596         try {
597                 numGroups = list->size();
598                 
599                 //initialize simMatrix
600                 vector< vector<double> > simMatrix;
601                 simMatrix.resize(numGroups);
602                 for (int k = 0; k < simMatrix.size(); k++)      {
603                         for (int j = 0; j < simMatrix.size(); j++)      {
604                                 simMatrix[k].push_back(0.0);
605                         }
606                 }
607                 
608                 //go through sparse matrix and fill sims
609                 //go through each cell in the sparsematrix
610         for (int i = 0; i < matrix->seqVec.size(); i++) {
611             for (int j = 0; j < matrix->seqVec[i].size(); j++) {
612                 
613                 //already checked everyone else in row
614                 if (i < matrix->seqVec[i][j].index) {   
615                     simMatrix[i][matrix->seqVec[i][j].index] = -(matrix->seqVec[i][j].dist -1.0);       
616                     simMatrix[matrix->seqVec[i][j].index][i] = -(matrix->seqVec[i][j].dist -1.0);       
617                         
618                     if (m->control_pressed) { return simMatrix; }
619                 }
620             }
621                 }
622
623                 return simMatrix;
624         }
625         catch(exception& e) {
626                 m->errorOut(e, "TreeGroupCommand", "makeSimsDist");
627                 exit(1);
628         }
629 }
630
631 /***********************************************************/
632 int TreeGroupCommand::makeSimsShared() {
633         try {
634         
635         if (subsample) { 
636             if (subsampleSize == -1) { //user has not set size, set size = smallest samples size
637                 subsampleSize = lookup[0]->getNumSeqs();
638                 for (int i = 1; i < lookup.size(); i++) {
639                     int thisSize = lookup[i]->getNumSeqs();
640                     
641                     if (thisSize < subsampleSize) {     subsampleSize = thisSize;       }
642                 }
643             }else {
644                 m->clearGroups();
645                 Groups.clear();
646                 vector<SharedRAbundVector*> temp;
647                 for (int i = 0; i < lookup.size(); i++) {
648                     if (lookup[i]->getNumSeqs() < subsampleSize) { 
649                         m->mothurOut(lookup[i]->getGroup() + " contains " + toString(lookup[i]->getNumSeqs()) + ". Eliminating."); m->mothurOutEndLine();
650                         delete lookup[i];
651                     }else { 
652                         Groups.push_back(lookup[i]->getGroup()); 
653                         temp.push_back(lookup[i]);
654                     }
655                 } 
656                 lookup = temp;
657                 m->setGroups(Groups);
658             }
659             
660             if (lookup.size() < 2) { m->mothurOut("You have not provided enough valid groups.  I cannot run the command."); m->mothurOutEndLine(); m->control_pressed = true; return 0; }
661         }
662         
663         numGroups = lookup.size();
664                 lines.resize(processors);
665                 for (int i = 0; i < processors; i++) {
666                         lines[i].start = int (sqrt(float(i)/float(processors)) * numGroups);
667                         lines[i].end = int (sqrt(float(i+1)/float(processors)) * numGroups);
668                 }       
669         
670                 set<string> processedLabels;
671                 set<string> userLabels = labels;
672                 
673                 //as long as you are not at the end of the file or done wih the lines you want
674                 while((lookup[0] != NULL) && ((allLines == 1) || (userLabels.size() != 0))) {
675                         if (m->control_pressed) { for (int i = 0; i < lookup.size(); i++) {  delete lookup[i];  } for(int i = 0 ; i < treeCalculators.size(); i++) {  delete treeCalculators[i]; } return 1; }
676                 
677                         if(allLines == 1 || labels.count(lookup[0]->getLabel()) == 1){                  
678                                 m->mothurOut(lookup[0]->getLabel()); m->mothurOutEndLine();
679                                 process(lookup);
680                                 
681                                 processedLabels.insert(lookup[0]->getLabel());
682                                 userLabels.erase(lookup[0]->getLabel());
683                         }
684                         
685                         if ((m->anyLabelsToProcess(lookup[0]->getLabel(), userLabels, "") == true) && (processedLabels.count(lastLabel) != 1)) {
686                                 string saveLabel = lookup[0]->getLabel();
687                         
688                                 for (int i = 0; i < lookup.size(); i++) {  delete lookup[i];  } 
689                                 lookup = input->getSharedRAbundVectors(lastLabel);
690
691                                 m->mothurOut(lookup[0]->getLabel()); m->mothurOutEndLine();
692                                 process(lookup);
693                                         
694                                 processedLabels.insert(lookup[0]->getLabel());
695                                 userLabels.erase(lookup[0]->getLabel());
696                                 
697                                 //restore real lastlabel to save below
698                                 lookup[0]->setLabel(saveLabel);
699                         }
700
701                         lastLabel = lookup[0]->getLabel();                      
702                         
703                         //get next line to process
704                         for (int i = 0; i < lookup.size(); i++) {  delete lookup[i];  } 
705                         lookup = input->getSharedRAbundVectors();
706                 }
707                 
708                 if (m->control_pressed) { for (int i = 0; i < lookup.size(); i++) {  delete lookup[i];  } for(int i = 0 ; i < treeCalculators.size(); i++) {  delete treeCalculators[i]; } return 1; }
709
710                 //output error messages about any remaining user labels
711                 set<string>::iterator it;
712                 bool needToRun = false;
713                 for (it = userLabels.begin(); it != userLabels.end(); it++) {  
714                         m->mothurOut("Your file does not include the label " + *it); 
715                         if (processedLabels.count(lastLabel) != 1) {
716                                 m->mothurOut(". I will use " + lastLabel + "."); m->mothurOutEndLine();
717                                 needToRun = true;
718                         }else {
719                                 m->mothurOut(". Please refer to " + lastLabel + "."); m->mothurOutEndLine();
720                         }
721                 }
722                 
723                 //run last label if you need to
724                 if (needToRun == true)  {
725                         for (int i = 0; i < lookup.size(); i++) {  if (lookup[i] != NULL) {             delete lookup[i]; }             } 
726                         lookup = input->getSharedRAbundVectors(lastLabel);
727
728                         m->mothurOut(lookup[0]->getLabel()); m->mothurOutEndLine();
729                         process(lookup);
730                         for (int i = 0; i < lookup.size(); i++) {  delete lookup[i];  }         
731                 }
732                 
733                 for(int i = 0 ; i < treeCalculators.size(); i++) {  delete treeCalculators[i]; }
734                 
735                 return 0;
736         }
737         catch(exception& e) {
738                 m->errorOut(e, "TreeGroupCommand", "makeSimsShared");
739                 exit(1);
740         }
741 }
742
743 /***********************************************************/
744 int TreeGroupCommand::process(vector<SharedRAbundVector*> thisLookup) {
745         try{
746                 vector< vector< vector<seqDist> > > calcDistsTotals;  //each iter, one for each calc, then each groupCombos dists. this will be used to make .dist files
747         vector< vector<seqDist>  > calcDists; calcDists.resize(treeCalculators.size());                 
748         
749         for (int thisIter = 0; thisIter < iters; thisIter++) {
750             
751             vector<SharedRAbundVector*> thisItersLookup = thisLookup;
752             
753             if (subsample) {
754                 SubSample sample;
755                 vector<string> tempLabels; //dont need since we arent printing the sampled sharedRabunds
756                 
757                 //make copy of lookup so we don't get access violations
758                 vector<SharedRAbundVector*> newLookup;
759                 for (int k = 0; k < thisItersLookup.size(); k++) {
760                     SharedRAbundVector* temp = new SharedRAbundVector();
761                     temp->setLabel(thisItersLookup[k]->getLabel());
762                     temp->setGroup(thisItersLookup[k]->getGroup());
763                     newLookup.push_back(temp);
764                 }
765                 
766                 //for each bin
767                 for (int k = 0; k < thisItersLookup[0]->getNumBins(); k++) {
768                     if (m->control_pressed) { for (int j = 0; j < newLookup.size(); j++) {  delete newLookup[j];  } return 0; }
769                     for (int j = 0; j < thisItersLookup.size(); j++) { newLookup[j]->push_back(thisItersLookup[j]->getAbundance(k), thisItersLookup[j]->getGroup()); }
770                 }
771                 
772                 tempLabels = sample.getSample(newLookup, subsampleSize);
773                 thisItersLookup = newLookup;
774             }
775             
776             if(processors == 1){
777                 driver(thisItersLookup, 0, numGroups, calcDists);
778             }else{
779                 int process = 1;
780                 vector<int> processIDS;
781                 
782 #if defined (__APPLE__) || (__MACH__) || (linux) || (__linux) || (__linux__) || (__unix__) || (__unix)
783                 //loop through and create all the processes you want
784                 while (process != processors) {
785                     int pid = fork();
786                     
787                     if (pid > 0) {
788                         processIDS.push_back(pid); 
789                         process++;
790                     }else if (pid == 0){
791                         
792                         driver(thisItersLookup, lines[process].start, lines[process].end, calcDists);   
793                         
794                         string tempdistFileName = m->getRootName(m->getSimpleName(sharedfile)) + toString(getpid()) + ".dist";
795                         ofstream outtemp;
796                         m->openOutputFile(tempdistFileName, outtemp);
797                         
798                         for (int i = 0; i < calcDists.size(); i++) {
799                             outtemp << calcDists[i].size() << endl;
800                             
801                             for (int j = 0; j < calcDists[i].size(); j++) {
802                                 outtemp << calcDists[i][j].seq1 << '\t' << calcDists[i][j].seq2 << '\t' << calcDists[i][j].dist << endl;
803                             }
804                         }
805                         outtemp.close();
806                         
807                         exit(0);
808                     }else { 
809                         m->mothurOut("[ERROR]: unable to spawn the necessary processes."); m->mothurOutEndLine(); 
810                         for (int i = 0; i < processIDS.size(); i++) { kill (processIDS[i], SIGINT); }
811                         exit(0);
812                     }
813                 }
814                 
815                 //parent do your part
816                 driver(thisItersLookup, lines[0].start, lines[0].end, calcDists);   
817                 
818                 //force parent to wait until all the processes are done
819                 for (int i = 0; i < processIDS.size(); i++) {
820                     int temp = processIDS[i];
821                     wait(&temp);
822                 }
823                 
824                 for (int i = 0; i < processIDS.size(); i++) {
825                     string tempdistFileName = m->getRootName(m->getSimpleName(sharedfile)) + toString(processIDS[i]) +  ".dist";
826                     ifstream intemp;
827                     m->openInputFile(tempdistFileName, intemp);
828                     
829                     for (int k = 0; k < calcDists.size(); k++) {
830                         int size = 0;
831                         intemp >> size; m->gobble(intemp);
832                         
833                         for (int j = 0; j < size; j++) {
834                             int seq1 = 0;
835                             int seq2 = 0;
836                             float dist = 1.0;
837                             
838                             intemp >> seq1 >> seq2 >> dist;   m->gobble(intemp);
839                             
840                             seqDist tempDist(seq1, seq2, dist);
841                             calcDists[k].push_back(tempDist);
842                         }
843                     }
844                     intemp.close();
845                     m->mothurRemove(tempdistFileName);
846                 }
847 #else
848                 //////////////////////////////////////////////////////////////////////////////////////////////////////
849                 //Windows version shared memory, so be careful when passing variables through the treeSharedData struct. 
850                 //Above fork() will clone, so memory is separate, but that's not the case with windows, 
851                 //Taking advantage of shared memory to pass results vectors.
852                 //////////////////////////////////////////////////////////////////////////////////////////////////////
853                 
854                 vector<treeSharedData*> pDataArray; 
855                 DWORD   dwThreadIdArray[processors-1];
856                 HANDLE  hThreadArray[processors-1]; 
857                 
858                 //Create processor worker threads.
859                 for( int i=1; i<processors; i++ ){
860                     
861                     //make copy of lookup so we don't get access violations
862                     vector<SharedRAbundVector*> newLookup;
863                     for (int k = 0; k < thisItersLookup.size(); k++) {
864                         SharedRAbundVector* temp = new SharedRAbundVector();
865                         temp->setLabel(thisItersLookup[k]->getLabel());
866                         temp->setGroup(thisItersLookup[k]->getGroup());
867                         newLookup.push_back(temp);
868                     }
869                     
870                     //for each bin
871                     for (int k = 0; k < thisItersLookup[0]->getNumBins(); k++) {
872                         if (m->control_pressed) { for (int j = 0; j < newLookup.size(); j++) {  delete newLookup[j];  } return 0; }
873                         for (int j = 0; j < thisItersLookup.size(); j++) { newLookup[j]->push_back(thisItersLookup[j]->getAbundance(k), thisItersLookup[j]->getGroup()); }
874                     }
875                     
876                     // Allocate memory for thread data.
877                     treeSharedData* tempSum = new treeSharedData(m, lines[i].start, lines[i].end, Estimators, newLookup);
878                     pDataArray.push_back(tempSum);
879                     processIDS.push_back(i);
880                     
881                     hThreadArray[i-1] = CreateThread(NULL, 0, MyTreeSharedThreadFunction, pDataArray[i-1], 0, &dwThreadIdArray[i-1]);   
882                 }
883                 
884                 //parent do your part
885                 driver(thisItersLookup, lines[0].start, lines[0].end, calcDists);   
886                 
887                 //Wait until all threads have terminated.
888                 WaitForMultipleObjects(processors-1, hThreadArray, TRUE, INFINITE);
889                 
890                 //Close all thread handles and free memory allocations.
891                 for(int i=0; i < pDataArray.size(); i++){
892                     for (int j = 0; j < pDataArray[i]->thisLookup.size(); j++) {  delete pDataArray[i]->thisLookup[j];  } 
893                     
894                     for (int k = 0; k < calcDists.size(); k++) {
895                         int size = pDataArray[i]->calcDists[k].size();
896                         for (int j = 0; j < size; j++) {    calcDists[k].push_back(pDataArray[i]->calcDists[k][j]);    }
897                     }
898                     
899                     CloseHandle(hThreadArray[i]);
900                     delete pDataArray[i];
901                 }
902                 
903 #endif
904             }
905             
906             calcDistsTotals.push_back(calcDists);
907             
908             if (subsample) {  
909                 
910                 //clean up memory
911                 for (int i = 0; i < thisItersLookup.size(); i++) { delete thisItersLookup[i]; }
912                 thisItersLookup.clear();
913                 for (int i = 0; i < calcDists.size(); i++) {  calcDists[i].clear(); }
914             }
915                 }
916                 
917         if (iters != 1) {
918             //we need to find the average distance and standard deviation for each groups distance
919             
920             vector< vector<seqDist>  > calcAverages; calcAverages.resize(treeCalculators.size()); 
921             for (int i = 0; i < calcAverages.size(); i++) {  //initialize sums to zero.
922                 calcAverages[i].resize(calcDistsTotals[0][i].size());
923                 
924                 for (int j = 0; j < calcAverages[i].size(); j++) {
925                     calcAverages[i][j].seq1 = calcDists[i][j].seq1;
926                     calcAverages[i][j].seq2 = calcDists[i][j].seq2;
927                     calcAverages[i][j].dist = 0.0;
928                 }
929             }
930             
931             for (int thisIter = 0; thisIter < iters; thisIter++) { //sum all groups dists for each calculator
932                 for (int i = 0; i < calcAverages.size(); i++) {  //initialize sums to zero.
933                     for (int j = 0; j < calcAverages[i].size(); j++) {
934                         calcAverages[i][j].dist += calcDistsTotals[thisIter][i][j].dist;
935                     }
936                 }
937             }
938             
939             for (int i = 0; i < calcAverages.size(); i++) {  //finds average.
940                 for (int j = 0; j < calcAverages[i].size(); j++) {
941                     calcAverages[i][j].dist /= (float) iters;
942                 }
943             }
944             
945             //create average tree for each calc
946             for (int i = 0; i < calcDists.size(); i++) {
947                 vector< vector<double> > matrix; //square matrix to represent the distance
948                 matrix.resize(thisLookup.size());
949                 for (int k = 0; k < thisLookup.size(); k++) {  matrix[k].resize(thisLookup.size(), 0.0); }
950                 
951                 for (int j = 0; j < calcAverages[i].size(); j++) {
952                     int row = calcAverages[i][j].seq1;
953                     int column = calcAverages[i][j].seq2;
954                     float dist = calcAverages[i][j].dist;
955                     
956                     matrix[row][column] = dist;
957                     matrix[column][row] = dist;
958                 }
959                 
960                 //create a new filename
961                 map<string, string> variables; 
962                 variables["[filename]"] = outputDir + m->getRootName(m->getSimpleName(inputfile));
963                 variables["[calc]"] = treeCalculators[i]->getName();
964                 variables["[distance]"] = thisLookup[0]->getLabel();
965                 variables["[tag]"] = "ave";
966                 string outputFile = getOutputFileName("tree",variables);                                
967                 outputNames.push_back(outputFile); outputTypes["tree"].push_back(outputFile); 
968                 
969                 //creates tree from similarity matrix and write out file
970                 Tree* newTree = createTree(matrix);
971                 if (newTree != NULL) { writeTree(outputFile, newTree); }                
972             }
973             
974             //create all trees for each calc and find their consensus tree
975             for (int i = 0; i < calcDists.size(); i++) {
976                 if (m->control_pressed) { break; }
977                 
978                 //create a new filename
979                 //create a new filename
980                 map<string, string> variables; 
981                 variables["[filename]"] = outputDir + m->getRootName(m->getSimpleName(inputfile));
982                 variables["[calc]"] = treeCalculators[i]->getName();
983                 variables["[distance]"] = thisLookup[0]->getLabel();
984                 variables["[tag]"] = "all";
985                 string outputFile = getOutputFileName("tree",variables);                                
986                 outputNames.push_back(outputFile); outputTypes["tree"].push_back(outputFile); 
987                 
988                 ofstream outAll;
989                 m->openOutputFile(outputFile, outAll);
990                 
991                 vector<Tree*> trees; 
992                 for (int myIter = 0; myIter < iters; myIter++) {
993                     
994                     if(m->control_pressed) { break; }
995                     
996                     //initialize matrix
997                     vector< vector<double> > matrix; //square matrix to represent the distance
998                     matrix.resize(thisLookup.size());
999                     for (int k = 0; k < thisLookup.size(); k++) {  matrix[k].resize(thisLookup.size(), 0.0); }
1000                     
1001                     for (int j = 0; j < calcDistsTotals[myIter][i].size(); j++) {
1002                         int row = calcDistsTotals[myIter][i][j].seq1;
1003                         int column = calcDistsTotals[myIter][i][j].seq2;
1004                         double dist = calcDistsTotals[myIter][i][j].dist;
1005                         
1006                         matrix[row][column] = dist;
1007                         matrix[column][row] = dist;
1008                     }
1009                     
1010                     //creates tree from similarity matrix and write out file
1011                     Tree* newTree = createTree(matrix);
1012                     if (newTree != NULL) { 
1013                         newTree->print(outAll);
1014                         trees.push_back(newTree);
1015                     }
1016                 }
1017                 outAll.close();
1018                 if (m->control_pressed) { for (int k = 0; k < trees.size(); k++) { delete trees[k]; } }
1019                 
1020                 Consensus consensus;
1021                 //clear old tree names if any
1022                 m->Treenames.clear(); m->Treenames = m->getGroups(); //may have changed if subsample eliminated groups
1023                 Tree* conTree = consensus.getTree(trees);
1024                 
1025                 //create a new filename
1026                 variables["[tag]"] = "cons";
1027                 string conFile = getOutputFileName("tree",variables);                           
1028                 outputNames.push_back(conFile); outputTypes["tree"].push_back(conFile); 
1029                 ofstream outTree;
1030                 m->openOutputFile(conFile, outTree);
1031                 
1032                 if (conTree != NULL) { conTree->print(outTree, "boot"); delete conTree; }
1033             }
1034
1035         }else {
1036             
1037             for (int i = 0; i < calcDists.size(); i++) {
1038                 if (m->control_pressed) { break; }
1039                 
1040                 //initialize matrix
1041                 vector< vector<double> > matrix; //square matrix to represent the distance
1042                 matrix.resize(thisLookup.size());
1043                 for (int k = 0; k < thisLookup.size(); k++) {  matrix[k].resize(thisLookup.size(), 0.0); }
1044                 
1045                 for (int j = 0; j < calcDists[i].size(); j++) {
1046                     int row = calcDists[i][j].seq1;
1047                     int column = calcDists[i][j].seq2;
1048                     double dist = calcDists[i][j].dist;
1049                     
1050                     matrix[row][column] = dist;
1051                     matrix[column][row] = dist;
1052                 }
1053                 
1054                 //create a new filename
1055                 map<string, string> variables; 
1056                 variables["[filename]"] = outputDir + m->getRootName(m->getSimpleName(inputfile));
1057                 variables["[calc]"] = treeCalculators[i]->getName();
1058                 variables["[distance]"] = thisLookup[0]->getLabel();
1059                 variables["[tag]"] = "";
1060                 string outputFile = getOutputFileName("tree",variables);                                        
1061                 outputNames.push_back(outputFile); outputTypes["tree"].push_back(outputFile); 
1062                 
1063                 //creates tree from similarity matrix and write out file
1064                 Tree* newTree = createTree(matrix);
1065                 if (newTree != NULL) { writeTree(outputFile, newTree); delete newTree; }
1066             }
1067         }
1068                 
1069                 return 0;
1070         }
1071         catch(exception& e) {
1072                 m->errorOut(e, "TreeGroupCommand", "process");
1073                 exit(1);
1074         }
1075 }
1076 /**************************************************************************************************/
1077 int TreeGroupCommand::driver(vector<SharedRAbundVector*> thisLookup, int start, int end, vector< vector<seqDist> >& calcDists) { 
1078         try {
1079                 vector<SharedRAbundVector*> subset;
1080                 for (int k = start; k < end; k++) { // pass cdd each set of groups to compare
1081                         
1082                         for (int l = 0; l < k; l++) {
1083                                 
1084                                 if (k != l) { //we dont need to similiarity of a groups to itself
1085                                         subset.clear(); //clear out old pair of sharedrabunds
1086                                         //add new pair of sharedrabunds
1087                                         subset.push_back(thisLookup[k]); subset.push_back(thisLookup[l]); 
1088                                         
1089                                         for(int i=0;i<treeCalculators.size();i++) {
1090                                                 
1091                                                 //if this calc needs all groups to calculate the pair load all groups
1092                                                 if (treeCalculators[i]->getNeedsAll()) { 
1093                                                         //load subset with rest of lookup for those calcs that need everyone to calc for a pair
1094                                                         for (int w = 0; w < thisLookup.size(); w++) {
1095                                                                 if ((w != k) && (w != l)) { subset.push_back(thisLookup[w]); }
1096                                                         }
1097                                                 }
1098                                                 
1099                                                 vector<double> tempdata = treeCalculators[i]->getValues(subset); //saves the calculator outputs
1100                                                 
1101                                                 if (m->control_pressed) { return 1; }
1102                                                 
1103                                                 seqDist temp(l, k, -(tempdata[0]-1.0));
1104                                                 calcDists[i].push_back(temp);
1105                                         }
1106                                 }
1107                         }
1108                 }
1109                 
1110                 return 0;
1111         }
1112         catch(exception& e) {
1113                 m->errorOut(e, "TreeGroupCommand", "driver");
1114                 exit(1);
1115         }
1116 }
1117 /***********************************************************/
1118
1119         
1120