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some bug fixes
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1 /*
2  *  classifyseqscommand.cpp
3  *  Mothur
4  *
5  *  Created by westcott on 11/2/09.
6  *  Copyright 2009 Schloss Lab. All rights reserved.
7  *
8  */
9
10 #include "classifyseqscommand.h"
11 #include "sequence.hpp"
12 #include "bayesian.h"
13 #include "phylotree.h"
14 #include "phylosummary.h"
15 #include "knn.h"
16
17 //**********************************************************************************************************************
18
19 ClassifySeqsCommand::ClassifySeqsCommand(string option)  {
20         try {
21                 abort = false;
22                 
23                 //allow user to run help
24                 if(option == "help") { help(); abort = true; }
25                 
26                 else {
27                         
28                         //valid paramters for this command
29                         string AlignArray[] =  {"template","fasta","name","group","search","ksize","method","processors","taxonomy","match","mismatch","gapopen","gapextend","numwanted","cutoff","probs","iters", "outputdir","inputdir"};
30                         vector<string> myArray (AlignArray, AlignArray+(sizeof(AlignArray)/sizeof(string)));
31                         
32                         OptionParser parser(option);
33                         map<string, string> parameters = parser.getParameters(); 
34                         
35                         ValidParameters validParameter("classify.seqs");
36                         map<string, string>::iterator it;
37                         
38                         //check to make sure all parameters are valid for command
39                         for (it = parameters.begin(); it != parameters.end(); it++) { 
40                                 if (validParameter.isValidParameter(it->first, myArray, it->second) != true) {  abort = true;  }
41                         }
42                         
43                         //if the user changes the output directory command factory will send this info to us in the output parameter 
44                         outputDir = validParameter.validFile(parameters, "outputdir", false);           if (outputDir == "not found"){  outputDir = "";         }
45                         
46                         //if the user changes the input directory command factory will send this info to us in the output parameter 
47                         string inputDir = validParameter.validFile(parameters, "inputdir", false);              
48                         if (inputDir == "not found"){   inputDir = "";          }
49                         else {
50                                 string path;
51                                 it = parameters.find("template");
52                                 //user has given a template file
53                                 if(it != parameters.end()){ 
54                                         path = hasPath(it->second);
55                                         //if the user has not given a path then, add inputdir. else leave path alone.
56                                         if (path == "") {       parameters["template"] = inputDir + it->second;         }
57                                 }
58                                 
59                                 it = parameters.find("taxonomy");
60                                 //user has given a template file
61                                 if(it != parameters.end()){ 
62                                         path = hasPath(it->second);
63                                         //if the user has not given a path then, add inputdir. else leave path alone.
64                                         if (path == "") {       parameters["taxonomy"] = inputDir + it->second;         }
65                                 }
66                                 
67                                 it = parameters.find("group");
68                                 //user has given a template file
69                                 if(it != parameters.end()){ 
70                                         path = hasPath(it->second);
71                                         //if the user has not given a path then, add inputdir. else leave path alone.
72                                         if (path == "") {       parameters["group"] = inputDir + it->second;            }
73                                 }
74                         }
75
76                         //check for required parameters
77                         templateFileName = validParameter.validFile(parameters, "template", true);
78                         if (templateFileName == "not found") { 
79                                 m->mothurOut("template is a required parameter for the classify.seqs command."); 
80                                 m->mothurOutEndLine();
81                                 abort = true; 
82                         }
83                         else if (templateFileName == "not open") { abort = true; }      
84                         
85                                                 
86                         fastaFileName = validParameter.validFile(parameters, "fasta", false);
87                         if (fastaFileName == "not found") { m->mothurOut("fasta is a required parameter for the classify.seqs command."); m->mothurOutEndLine(); abort = true;  }
88                         else { 
89                                 splitAtDash(fastaFileName, fastaFileNames);
90                                 
91                                 //go through files and make sure they are good, if not, then disregard them
92                                 for (int i = 0; i < fastaFileNames.size(); i++) {
93                                         if (inputDir != "") {
94                                                 string path = hasPath(fastaFileNames[i]);
95                                                 //if the user has not given a path then, add inputdir. else leave path alone.
96                                                 if (path == "") {       fastaFileNames[i] = inputDir + fastaFileNames[i];               }
97                                         }
98                                         
99                                         int ableToOpen;
100                                         
101                                         #ifdef USE_MPI  
102                                                 int pid;
103                                                 MPI_Comm_size(MPI_COMM_WORLD, &processors); //set processors to the number of mpi processes running
104                                                 MPI_Comm_rank(MPI_COMM_WORLD, &pid); //find out who we are
105                                 
106                                                 if (pid == 0) {
107                                         #endif
108                                         
109                                         ifstream in;
110                                         ableToOpen = openInputFile(fastaFileNames[i], in, "noerror");
111                                 
112                                         //if you can't open it, try default location
113                                         if (ableToOpen == 1) {
114                                                 if (m->getDefaultPath() != "") { //default path is set
115                                                         string tryPath = m->getDefaultPath() + getSimpleName(fastaFileNames[i]);
116                                                         m->mothurOut("Unable to open " + fastaFileNames[i] + ". Trying default " + tryPath); m->mothurOutEndLine();
117                                                         ableToOpen = openInputFile(tryPath, in, "noerror");
118                                                         fastaFileNames[i] = tryPath;
119                                                 }
120                                         }
121                                         in.close();
122                                         
123                                         #ifdef USE_MPI  
124                                                         for (int j = 1; j < processors; j++) {
125                                                                 MPI_Send(&ableToOpen, 1, MPI_INT, j, 2001, MPI_COMM_WORLD); 
126                                                         }
127                                                 }else{
128                                                         MPI_Status status;
129                                                         MPI_Recv(&ableToOpen, 1, MPI_INT, 0, 2001, MPI_COMM_WORLD, &status);
130                                                 }
131                                                 
132                                         #endif
133                                         
134                                         if (ableToOpen == 1) { 
135                                                 m->mothurOut("Unable to open " + fastaFileNames[i] + ". It will be disregarded."); m->mothurOutEndLine(); 
136                                                 //erase from file list
137                                                 fastaFileNames.erase(fastaFileNames.begin()+i);
138                                                 i--;
139                                         }
140                                         
141                                 }
142                                 
143                                 //make sure there is at least one valid file left
144                                 if (fastaFileNames.size() == 0) { m->mothurOut("no valid files."); m->mothurOutEndLine(); abort = true; }
145                         }
146
147                         
148                         taxonomyFileName = validParameter.validFile(parameters, "taxonomy", true);
149                         if (taxonomyFileName == "not found") { 
150                                 m->mothurOut("taxonomy is a required parameter for the classify.seqs command."); 
151                                 m->mothurOutEndLine();
152                                 abort = true; 
153                         }
154                         else if (taxonomyFileName == "not open") { abort = true; }      
155                         
156                         
157                         namefile = validParameter.validFile(parameters, "name", false);
158                         if (namefile == "not found") { namefile = "";  }
159
160                         else { 
161                                 splitAtDash(namefile, namefileNames);
162                                 
163                                 //go through files and make sure they are good, if not, then disregard them
164                                 for (int i = 0; i < namefileNames.size(); i++) {
165                                         if (inputDir != "") {
166                                                 string path = hasPath(namefileNames[i]);
167                                                 //if the user has not given a path then, add inputdir. else leave path alone.
168                                                 if (path == "") {       namefileNames[i] = inputDir + namefileNames[i];         }
169                                         }
170                                         int ableToOpen;
171                                         
172                                         #ifdef USE_MPI  
173                                                 int pid;
174                                                 MPI_Comm_size(MPI_COMM_WORLD, &processors); //set processors to the number of mpi processes running
175                                                 MPI_Comm_rank(MPI_COMM_WORLD, &pid); //find out who we are
176                                 
177                                                 if (pid == 0) {
178                                         #endif
179
180                                         ifstream in;
181                                         ableToOpen = openInputFile(namefileNames[i], in, "noerror");
182                                 
183                                         //if you can't open it, try default location
184                                         if (ableToOpen == 1) {
185                                                 if (m->getDefaultPath() != "") { //default path is set
186                                                         string tryPath = m->getDefaultPath() + getSimpleName(namefileNames[i]);
187                                                         m->mothurOut("Unable to open " + namefileNames[i] + ". Trying default " + tryPath); m->mothurOutEndLine();
188                                                         ableToOpen = openInputFile(tryPath, in, "noerror");
189                                                         namefileNames[i] = tryPath;
190                                                 }
191                                         }
192                                         in.close();
193                                         
194                                         #ifdef USE_MPI  
195                                                         for (int j = 1; j < processors; j++) {
196                                                                 MPI_Send(&ableToOpen, 1, MPI_INT, j, 2001, MPI_COMM_WORLD); 
197                                                         }
198                                                 }else{
199                                                         MPI_Status status;
200                                                         MPI_Recv(&ableToOpen, 1, MPI_INT, 0, 2001, MPI_COMM_WORLD, &status);
201                                                 }
202                                                 
203                                         #endif
204                                         
205                                         if (ableToOpen == 1) { 
206                                                 m->mothurOut("Unable to open " + namefileNames[i] + ". It will be disregarded."); m->mothurOutEndLine();  abort = true;
207                                                 //erase from file list
208                                                 namefileNames.erase(namefileNames.begin()+i);
209                                                 i--;
210                                         }
211
212                                 }
213                         }
214
215                         if (namefile != "") {
216                                 if (namefileNames.size() != fastaFileNames.size()) { abort = true; m->mothurOut("If you provide a name file, you must have one for each fasta file."); m->mothurOutEndLine(); }
217                         }
218                         
219                         groupfile = validParameter.validFile(parameters, "group", false);
220                         if (groupfile == "not found") { groupfile = "";  }
221                         else { 
222                                 splitAtDash(groupfile, groupfileNames);
223                                 
224                                 //go through files and make sure they are good, if not, then disregard them
225                                 for (int i = 0; i < groupfileNames.size(); i++) {
226                                         if (inputDir != "") {
227                                                 string path = hasPath(groupfileNames[i]);
228                                                 //if the user has not given a path then, add inputdir. else leave path alone.
229                                                 if (path == "") {       groupfileNames[i] = inputDir + groupfileNames[i];               }
230                                         }
231                                         int ableToOpen;
232                                         
233                                         #ifdef USE_MPI  
234                                                 int pid;
235                                                 MPI_Comm_size(MPI_COMM_WORLD, &processors); //set processors to the number of mpi processes running
236                                                 MPI_Comm_rank(MPI_COMM_WORLD, &pid); //find out who we are
237                                 
238                                                 if (pid == 0) {
239                                         #endif
240
241                                         ifstream in;
242                                         ableToOpen = openInputFile(groupfileNames[i], in, "noerror");
243                                 
244                                         //if you can't open it, try default location
245                                         if (ableToOpen == 1) {
246                                                 if (m->getDefaultPath() != "") { //default path is set
247                                                         string tryPath = m->getDefaultPath() + getSimpleName(groupfileNames[i]);
248                                                         m->mothurOut("Unable to open " + groupfileNames[i] + ". Trying default " + tryPath); m->mothurOutEndLine();
249                                                         ableToOpen = openInputFile(tryPath, in, "noerror");
250                                                         groupfileNames[i] = tryPath;
251                                                 }
252                                         }
253                                         in.close();
254                                         
255                                         #ifdef USE_MPI  
256                                                         for (int j = 1; j < processors; j++) {
257                                                                 MPI_Send(&ableToOpen, 1, MPI_INT, j, 2001, MPI_COMM_WORLD); 
258                                                         }
259                                                 }else{
260                                                         MPI_Status status;
261                                                         MPI_Recv(&ableToOpen, 1, MPI_INT, 0, 2001, MPI_COMM_WORLD, &status);
262                                                 }
263                                                 
264                                         #endif
265                                         
266                                         if (ableToOpen == 1) { 
267                                                 m->mothurOut("Unable to open " + groupfileNames[i] + ". It will be disregarded."); m->mothurOutEndLine(); groupfileNames[i] = "";
268                                                 //erase from file list
269                                                 groupfileNames.erase(groupfileNames.begin()+i);
270                                                 i--;
271                                         }
272                                 }
273                         }
274
275                         if (groupfile != "") {
276                                 if (groupfileNames.size() != fastaFileNames.size()) { abort = true; m->mothurOut("If you provide a group file, you must have one for each fasta file."); m->mothurOutEndLine(); }
277                         }else {
278                                 for (int i = 0; i < fastaFileNames.size(); i++) {  groupfileNames.push_back("");  }
279                         }
280                         
281                         //check for optional parameter and set defaults
282                         // ...at some point should added some additional type checking...
283                         string temp;
284                         temp = validParameter.validFile(parameters, "ksize", false);            if (temp == "not found"){       temp = "8";                             }
285                         convert(temp, kmerSize); 
286                         
287                         temp = validParameter.validFile(parameters, "processors", false);       if (temp == "not found"){       temp = "1";                             }
288                         convert(temp, processors); 
289                         
290                         search = validParameter.validFile(parameters, "search", false);         if (search == "not found"){     search = "kmer";                }
291                         
292                         method = validParameter.validFile(parameters, "method", false);         if (method == "not found"){     method = "bayesian";    }
293                         
294                         temp = validParameter.validFile(parameters, "match", false);            if (temp == "not found"){       temp = "1.0";                   }
295                         convert(temp, match);  
296                         
297                         temp = validParameter.validFile(parameters, "mismatch", false);         if (temp == "not found"){       temp = "-1.0";                  }
298                         convert(temp, misMatch);  
299                         
300                         temp = validParameter.validFile(parameters, "gapopen", false);          if (temp == "not found"){       temp = "-2.0";                  }
301                         convert(temp, gapOpen);  
302                         
303                         temp = validParameter.validFile(parameters, "gapextend", false);        if (temp == "not found"){       temp = "-1.0";                  }
304                         convert(temp, gapExtend); 
305                         
306                         temp = validParameter.validFile(parameters, "numwanted", false);        if (temp == "not found"){       temp = "10";                    }
307                         convert(temp, numWanted);
308                         
309                         temp = validParameter.validFile(parameters, "cutoff", false);           if (temp == "not found"){       temp = "0";                             }
310                         convert(temp, cutoff);
311                         
312                         temp = validParameter.validFile(parameters, "probs", false);            if (temp == "not found"){       temp = "true";                  }
313                         probs = isTrue(temp);
314                         
315                         temp = validParameter.validFile(parameters, "iters", false);            if (temp == "not found") { temp = "100";                        }
316                         convert(temp, iters); 
317
318
319                         
320                         if ((method == "bayesian") && (search != "kmer"))  { 
321                                 m->mothurOut("The bayesian method requires the kmer search." + search + "will be disregarded." ); m->mothurOutEndLine();
322                                 search = "kmer";
323                         }
324                 }
325                 
326         }
327         catch(exception& e) {
328                 m->errorOut(e, "ClassifySeqsCommand", "ClassifySeqsCommand");
329                 exit(1);
330         }
331 }
332
333 //**********************************************************************************************************************
334
335 ClassifySeqsCommand::~ClassifySeqsCommand(){    
336
337         if (abort == false) {
338                 for (int i = 0; i < lines.size(); i++) {  delete lines[i];  }  lines.clear();
339         }
340 }
341
342 //**********************************************************************************************************************
343
344 void ClassifySeqsCommand::help(){
345         try {
346                 m->mothurOut("The classify.seqs command reads a fasta file containing sequences and creates a .taxonomy file and a .tax.summary file.\n");
347                 m->mothurOut("The classify.seqs command parameters are template, fasta, name, search, ksize, method, taxonomy, processors, match, mismatch, gapopen, gapextend, numwanted and probs.\n");
348                 m->mothurOut("The template, fasta and taxonomy parameters are required. You may enter multiple fasta files by separating their names with dashes. ie. fasta=abrecovery.fasta-amzon.fasta \n");
349                 m->mothurOut("The search parameter allows you to specify the method to find most similar template.  Your options are: suffix, kmer, blast and distance. The default is kmer.\n");
350                 m->mothurOut("The name parameter allows you add a names file with your fasta file, if you enter multiple fasta files, you must enter matching names files for them.\n");
351                 m->mothurOut("The group parameter allows you add a group file so you can have the summary totals broken up by group.\n");
352                 m->mothurOut("The method parameter allows you to specify classification method to use.  Your options are: bayesian and knn. The default is bayesian.\n");
353                 m->mothurOut("The ksize parameter allows you to specify the kmer size for finding most similar template to candidate.  The default is 8.\n");
354                 m->mothurOut("The processors parameter allows you to specify the number of processors to use. The default is 1.\n");
355                 #ifdef USE_MPI
356                 m->mothurOut("When using MPI, the processors parameter is set to the number of MPI processes running. \n");
357                 #endif
358                 m->mothurOut("The match parameter allows you to specify the bonus for having the same base. The default is 1.0.\n");
359                 m->mothurOut("The mistmatch parameter allows you to specify the penalty for having different bases.  The default is -1.0.\n");
360                 m->mothurOut("The gapopen parameter allows you to specify the penalty for opening a gap in an alignment. The default is -2.0.\n");
361                 m->mothurOut("The gapextend parameter allows you to specify the penalty for extending a gap in an alignment.  The default is -1.0.\n");
362                 m->mothurOut("The numwanted parameter allows you to specify the number of sequence matches you want with the knn method.  The default is 10.\n");
363                 m->mothurOut("The cutoff parameter allows you to specify a bootstrap confidence threshold for your taxonomy.  The default is 0.\n");
364                 m->mothurOut("The probs parameter shuts off the bootstrapping results for the bayesian method. The default is true, meaning you want the bootstrapping to be shown.\n");
365                 m->mothurOut("The iters parameter allows you to specify how many iterations to do when calculating the bootstrap confidence score for your taxonomy with the bayesian method.  The default is 100.\n");
366                 m->mothurOut("The classify.seqs command should be in the following format: \n");
367                 m->mothurOut("classify.seqs(template=yourTemplateFile, fasta=yourFastaFile, method=yourClassificationMethod, search=yourSearchmethod, ksize=yourKmerSize, taxonomy=yourTaxonomyFile, processors=yourProcessors) \n");
368                 m->mothurOut("Example classify.seqs(fasta=amazon.fasta, template=core.filtered, method=knn, search=gotoh, ksize=8, processors=2)\n");
369                 m->mothurOut("The .taxonomy file consists of 2 columns: 1 = your sequence name, 2 = the taxonomy for your sequence. \n");
370                 m->mothurOut("The .tax.summary is a summary of the different taxonomies represented in your fasta file. \n");
371                 m->mothurOut("Note: No spaces between parameter labels (i.e. fasta), '=' and parameters (i.e.yourFastaFile).\n\n");
372         }
373         catch(exception& e) {
374                 m->errorOut(e, "ClassifySeqsCommand", "help");
375                 exit(1);
376         }
377 }
378
379
380 //**********************************************************************************************************************
381
382 int ClassifySeqsCommand::execute(){
383         try {
384                 if (abort == true) {    return 0;       }
385                 
386                 if(method == "bayesian"){       classify = new Bayesian(taxonomyFileName, templateFileName, search, kmerSize, cutoff, iters);           }
387                 else if(method == "knn"){       classify = new Knn(taxonomyFileName, templateFileName, search, kmerSize, gapOpen, gapExtend, match, misMatch, numWanted);                               }
388                 else {
389                         m->mothurOut(search + " is not a valid method option. I will run the command using bayesian.");
390                         m->mothurOutEndLine();
391                         classify = new Bayesian(taxonomyFileName, templateFileName, search, kmerSize, cutoff, iters);   
392                 }
393                 
394                 if (m->control_pressed) { delete classify; return 0; }
395                 
396                 vector<string> outputNames;
397                                 
398                 for (int s = 0; s < fastaFileNames.size(); s++) {
399                 
400                         m->mothurOut("Classifying sequences from " + fastaFileNames[s] + " ..." ); m->mothurOutEndLine();
401                         
402                         if (outputDir == "") { outputDir += hasPath(fastaFileNames[s]); }
403                         string newTaxonomyFile = outputDir + getRootName(getSimpleName(fastaFileNames[s])) + getRootName(getSimpleName(taxonomyFileName)) + "taxonomy";
404                         string tempTaxonomyFile = outputDir + getRootName(getSimpleName(fastaFileNames[s])) + "taxonomy.temp";
405                         string taxSummary = outputDir + getRootName(getSimpleName(fastaFileNames[s])) + getRootName(getSimpleName(taxonomyFileName)) + "tax.summary";
406                         
407                         outputNames.push_back(newTaxonomyFile);
408                         outputNames.push_back(taxSummary);
409                         
410                         int start = time(NULL);
411                         int numFastaSeqs = 0;
412                         for (int i = 0; i < lines.size(); i++) {  delete lines[i];  }  lines.clear();
413                         
414 #ifdef USE_MPI  
415                                 int pid, end, numSeqsPerProcessor; 
416                                 int tag = 2001;
417                                 vector<unsigned long int> MPIPos;
418                                 
419                                 MPI_Status status; 
420                                 MPI_Comm_rank(MPI_COMM_WORLD, &pid); //find out who we are
421                                 MPI_Comm_size(MPI_COMM_WORLD, &processors); 
422
423                                 MPI_File inMPI;
424                                 MPI_File outMPINewTax;
425                                 MPI_File outMPITempTax;
426                                                         
427                                 int outMode=MPI_MODE_CREATE|MPI_MODE_WRONLY; 
428                                 int inMode=MPI_MODE_RDONLY; 
429                                 
430                                 //char* outNewTax = new char[newTaxonomyFile.length()];
431                                 //memcpy(outNewTax, newTaxonomyFile.c_str(), newTaxonomyFile.length());
432                                 
433                                 char outNewTax[1024];
434                                 strcpy(outNewTax, newTaxonomyFile.c_str());
435
436                                 //char* outTempTax = new char[tempTaxonomyFile.length()];
437                                 //memcpy(outTempTax, tempTaxonomyFile.c_str(), tempTaxonomyFile.length());
438                                 
439                                 char outTempTax[1024];
440                                 strcpy(outTempTax, tempTaxonomyFile.c_str());
441
442                                 //char* inFileName = new char[fastaFileNames[s].length()];
443                                 //memcpy(inFileName, fastaFileNames[s].c_str(), fastaFileNames[s].length());
444                                 
445                                 char inFileName[1024];
446                                 strcpy(inFileName, fastaFileNames[s].c_str());
447
448                                 MPI_File_open(MPI_COMM_WORLD, inFileName, inMode, MPI_INFO_NULL, &inMPI);  //comm, filename, mode, info, filepointer
449                                 MPI_File_open(MPI_COMM_WORLD, outNewTax, outMode, MPI_INFO_NULL, &outMPINewTax);
450                                 MPI_File_open(MPI_COMM_WORLD, outTempTax, outMode, MPI_INFO_NULL, &outMPITempTax);
451                                 
452                                 //delete outNewTax;
453                                 //delete outTempTax;
454                                 //delete inFileName;
455
456                                 if (m->control_pressed) {  MPI_File_close(&inMPI);  MPI_File_close(&outMPINewTax);   MPI_File_close(&outMPITempTax);  delete classify; return 0;  }
457                                 
458                                 if (pid == 0) { //you are the root process 
459                                         
460                                         MPIPos = setFilePosFasta(fastaFileNames[s], numFastaSeqs); //fills MPIPos, returns numSeqs
461                                         
462                                         //send file positions to all processes
463                                         for(int i = 1; i < processors; i++) { 
464                                                 MPI_Send(&numFastaSeqs, 1, MPI_INT, i, tag, MPI_COMM_WORLD);
465                                                 MPI_Send(&MPIPos[0], (numFastaSeqs+1), MPI_LONG, i, tag, MPI_COMM_WORLD);
466                                         }
467                                         
468                                         //figure out how many sequences you have to align
469                                         numSeqsPerProcessor = numFastaSeqs / processors;
470                                         int startIndex =  pid * numSeqsPerProcessor;
471                                         if(pid == (processors - 1)){    numSeqsPerProcessor = numFastaSeqs - pid * numSeqsPerProcessor;         }
472                                         
473                                 
474                                         //align your part
475                                         driverMPI(startIndex, numSeqsPerProcessor, inMPI, outMPINewTax, outMPITempTax, MPIPos);
476                                         
477                                         if (m->control_pressed) {  MPI_File_close(&inMPI);  MPI_File_close(&outMPINewTax);   MPI_File_close(&outMPITempTax);  for (int i = 0; i < outputNames.size(); i++) {    remove(outputNames[i].c_str()); } delete classify; return 0;  }
478                                         
479                                         for (int i = 1; i < processors; i++) {
480                                                 int done;
481                                                 MPI_Recv(&done, 1, MPI_INT, i, tag, MPI_COMM_WORLD, &status);
482                                         }
483                                 }else{ //you are a child process
484                                         MPI_Recv(&numFastaSeqs, 1, MPI_INT, 0, tag, MPI_COMM_WORLD, &status);
485                                         MPIPos.resize(numFastaSeqs+1);
486                                         MPI_Recv(&MPIPos[0], (numFastaSeqs+1), MPI_LONG, 0, tag, MPI_COMM_WORLD, &status);
487                                         
488                                         //figure out how many sequences you have to align
489                                         numSeqsPerProcessor = numFastaSeqs / processors;
490                                         int startIndex =  pid * numSeqsPerProcessor;
491                                         if(pid == (processors - 1)){    numSeqsPerProcessor = numFastaSeqs - pid * numSeqsPerProcessor;         }
492                                         
493                                         
494                                         //align your part
495                                         driverMPI(startIndex, numSeqsPerProcessor, inMPI, outMPINewTax, outMPITempTax, MPIPos);
496                                         
497                                         if (m->control_pressed) {  MPI_File_close(&inMPI);  MPI_File_close(&outMPINewTax);   MPI_File_close(&outMPITempTax);  delete classify; return 0;  }
498
499                                         int done = 0;
500                                         MPI_Send(&done, 1, MPI_INT, 0, tag, MPI_COMM_WORLD); 
501                                 }
502                                 
503                                 //close files 
504                                 MPI_File_close(&inMPI);
505                                 MPI_File_close(&outMPINewTax);
506                                 MPI_File_close(&outMPITempTax);
507                                 MPI_Barrier(MPI_COMM_WORLD); //make everyone wait - just in case
508                                 
509 #else
510                 #if defined (__APPLE__) || (__MACH__) || (linux) || (__linux)
511                         if(processors == 1){
512                                 ifstream inFASTA;
513                                 openInputFile(fastaFileNames[s], inFASTA);
514                                 getNumSeqs(inFASTA, numFastaSeqs);
515                                 inFASTA.close();
516                                 
517                                 lines.push_back(new linePair(0, numFastaSeqs));
518                                 
519                                 driver(lines[0], newTaxonomyFile, tempTaxonomyFile, fastaFileNames[s]);
520                         }
521                         else{
522                                 vector<unsigned long int> positions;
523                                 processIDS.resize(0);
524                                 
525                                 ifstream inFASTA;
526                                 openInputFile(fastaFileNames[s], inFASTA);
527                                 
528                                 string input;
529                                 while(!inFASTA.eof()){
530                                         input = getline(inFASTA);
531                                         if (input.length() != 0) {
532                                                 if(input[0] == '>'){    unsigned long int pos = inFASTA.tellg(); positions.push_back(pos - input.length() - 1); }
533                                         }
534                                 }
535                                 inFASTA.close();
536                                 
537                                 numFastaSeqs = positions.size();
538                                 
539                                 int numSeqsPerProcessor = numFastaSeqs / processors;
540         
541                                 for (int i = 0; i < processors; i++) {
542                                         unsigned long int startPos = positions[ i * numSeqsPerProcessor ];
543                                         if(i == processors - 1){
544                                                 numSeqsPerProcessor = numFastaSeqs - i * numSeqsPerProcessor;
545                                         }
546                                         lines.push_back(new linePair(startPos, numSeqsPerProcessor));
547                                 }
548                                 createProcesses(newTaxonomyFile, tempTaxonomyFile, fastaFileNames[s]); 
549                                 
550                                 rename((newTaxonomyFile + toString(processIDS[0]) + ".temp").c_str(), newTaxonomyFile.c_str());
551                                 rename((tempTaxonomyFile + toString(processIDS[0]) + ".temp").c_str(), tempTaxonomyFile.c_str());
552                                 
553                                 for(int i=1;i<processors;i++){
554                                         appendTaxFiles((newTaxonomyFile + toString(processIDS[i]) + ".temp"), newTaxonomyFile);
555                                         appendTaxFiles((tempTaxonomyFile + toString(processIDS[i]) + ".temp"), tempTaxonomyFile);
556                                         remove((newTaxonomyFile + toString(processIDS[i]) + ".temp").c_str());
557                                         remove((tempTaxonomyFile + toString(processIDS[i]) + ".temp").c_str());
558                                 }
559                                 
560                         }
561         #else
562                         ifstream inFASTA;
563                         openInputFile(fastaFileNames[s], inFASTA);
564                         getNumSeqs(inFASTA, numFastaSeqs);
565                         inFASTA.close();
566                         
567                         lines.push_back(new linePair(0, numFastaSeqs));
568                         
569                         driver(lines[0], newTaxonomyFile, tempTaxonomyFile, fastaFileNames[s]);
570         #endif  
571 #endif
572
573                 m->mothurOutEndLine();
574                 m->mothurOut("It took " + toString(time(NULL) - start) + " secs to classify " + toString(numFastaSeqs) + " sequences."); m->mothurOutEndLine(); m->mothurOutEndLine();
575                 start = time(NULL);
576
577
578                 #ifdef USE_MPI  
579                         if (pid == 0) {  //this part does not need to be paralellized
580                         
581                                 if(namefile != "") { m->mothurOut("Reading " + namefileNames[s] + "..."); cout.flush();  MPIReadNamesFile(namefileNames[s]);  m->mothurOut("  Done."); m->mothurOutEndLine(); }
582                 #else
583                         //read namefile
584                         if(namefile != "") {
585                         
586                             m->mothurOut("Reading " + namefileNames[s] + "..."); cout.flush();
587                                 
588                                 nameMap.clear(); //remove old names
589                                 
590                                 ifstream inNames;
591                                 openInputFile(namefileNames[s], inNames);
592                                 
593                                 string firstCol, secondCol;
594                                 while(!inNames.eof()) {
595                                         inNames >> firstCol >> secondCol; gobble(inNames);
596                                         
597                                         vector<string> temp;
598                                         splitAtComma(secondCol, temp);
599                         
600                                         nameMap[firstCol] = temp;  
601                                 }
602                                 inNames.close();
603                                 
604                                 m->mothurOut("  Done."); m->mothurOutEndLine();
605                         }
606                 #endif
607
608                         string group = "";
609                         if (groupfile != "") {  group = groupfileNames[s]; }
610                         
611                         PhyloSummary taxaSum(taxonomyFileName, group);
612                         
613                         if (m->control_pressed) {  for (int i = 0; i < outputNames.size(); i++) {       remove(outputNames[i].c_str()); } delete classify; return 0; }
614                 
615                         if (namefile == "") {  taxaSum.summarize(tempTaxonomyFile);  }
616                         else {
617                                 ifstream in;
618                                 openInputFile(tempTaxonomyFile, in);
619                                 
620                                 //read in users taxonomy file and add sequences to tree
621                                 string name, taxon;
622                                 
623                                 while(!in.eof()){
624                                         in >> name >> taxon; gobble(in);
625                                         
626                                         itNames = nameMap.find(name);
627                 
628                                         if (itNames == nameMap.end()) { 
629                                                 m->mothurOut(name + " is not in your name file please correct."); m->mothurOutEndLine(); exit(1);
630                                         }else{
631                                                 for (int i = 0; i < itNames->second.size(); i++) { 
632                                                         taxaSum.addSeqToTree(itNames->second[i], taxon);  //add it as many times as there are identical seqs
633                                                 }
634                                                 itNames->second.clear();
635                                                 nameMap.erase(itNames->first);
636                                         }
637                                 }
638                                 in.close();
639                         }
640                         remove(tempTaxonomyFile.c_str());
641                         
642                         if (m->control_pressed) {  for (int i = 0; i < outputNames.size(); i++) {       remove(outputNames[i].c_str()); } delete classify; return 0; }
643                         
644                         //print summary file
645                         ofstream outTaxTree;
646                         openOutputFile(taxSummary, outTaxTree);
647                         taxaSum.print(outTaxTree);
648                         outTaxTree.close();
649                         
650                         //output taxonomy with the unclassified bins added
651                         ifstream inTax;
652                         openInputFile(newTaxonomyFile, inTax);
653                         
654                         ofstream outTax;
655                         string unclass = newTaxonomyFile + ".unclass.temp";
656                         openOutputFile(unclass, outTax);
657                         
658                         //get maxLevel from phylotree so you know how many 'unclassified's to add
659                         int maxLevel = taxaSum.getMaxLevel();
660                         
661                         //read taxfile - this reading and rewriting is done to preserve the confidence scores.
662                         string name, taxon;
663                         while (!inTax.eof()) {
664                                 if (m->control_pressed) {  for (int i = 0; i < outputNames.size(); i++) {       remove(outputNames[i].c_str()); } remove(unclass.c_str()); delete classify; return 0; }
665
666                                 inTax >> name >> taxon; gobble(inTax);
667                                 
668                                 string newTax = addUnclassifieds(taxon, maxLevel);
669                                 
670                                 outTax << name << '\t' << newTax << endl;
671                         }
672                         inTax.close();  
673                         outTax.close();
674                         
675                         remove(newTaxonomyFile.c_str());
676                         rename(unclass.c_str(), newTaxonomyFile.c_str());
677                         
678                         m->mothurOutEndLine();
679                         m->mothurOut("It took " + toString(time(NULL) - start) + " secs to create the summary file for " + toString(numFastaSeqs) + " sequences."); m->mothurOutEndLine(); m->mothurOutEndLine();
680                         
681                         #ifdef USE_MPI  
682                                 }
683                         #endif
684
685                         m->mothurOutEndLine();
686                         m->mothurOut("Output File Names: "); m->mothurOutEndLine();
687                         for (int i = 0; i < outputNames.size(); i++) {  m->mothurOut(outputNames[i]); m->mothurOutEndLine();    }
688                         m->mothurOutEndLine();
689                 }
690                 
691                 delete classify;
692                 return 0;
693         }
694         catch(exception& e) {
695                 m->errorOut(e, "ClassifySeqsCommand", "execute");
696                 exit(1);
697         }
698 }
699
700 /**************************************************************************************************/
701 string ClassifySeqsCommand::addUnclassifieds(string tax, int maxlevel) {
702         try{
703                 string newTax, taxon;
704                 int level = 0;
705                 
706                 //keep what you have counting the levels
707                 while (tax.find_first_of(';') != -1) {
708                         //get taxon
709                         taxon = tax.substr(0,tax.find_first_of(';'))+';';
710                         tax = tax.substr(tax.find_first_of(';')+1, tax.length());
711                         newTax += taxon;
712                         level++;
713                 }
714                 
715                 //add "unclassified" until you reach maxLevel
716                 while (level < maxlevel) {
717                         newTax += "unclassified;";
718                         level++;
719                 }
720                 
721                 return newTax;
722         }
723         catch(exception& e) {
724                 m->errorOut(e, "ClassifySeqsCommand", "addUnclassifieds");
725                 exit(1);
726         }
727 }
728
729 /**************************************************************************************************/
730
731 void ClassifySeqsCommand::createProcesses(string taxFileName, string tempTaxFile, string filename) {
732         try {
733 #if defined (__APPLE__) || (__MACH__) || (linux) || (__linux)
734                 int process = 0;
735                 //              processIDS.resize(0);
736                 
737                 //loop through and create all the processes you want
738                 while (process != processors) {
739                         int pid = fork();
740                         
741                         if (pid > 0) {
742                                 processIDS.push_back(pid);  //create map from line number to pid so you can append files in correct order later
743                                 process++;
744                         }else if (pid == 0){
745                                 driver(lines[process], taxFileName + toString(getpid()) + ".temp", tempTaxFile + toString(getpid()) + ".temp", filename);
746                                 exit(0);
747                         }else { m->mothurOut("unable to spawn the necessary processes."); m->mothurOutEndLine(); exit(0); }
748                 }
749                 
750                 //force parent to wait until all the processes are done
751                 for (int i=0;i<processors;i++) { 
752                         int temp = processIDS[i];
753                         wait(&temp);
754                 }
755 #endif          
756         }
757         catch(exception& e) {
758                 m->errorOut(e, "ClassifySeqsCommand", "createProcesses");
759                 exit(1);
760         }
761 }
762 /**************************************************************************************************/
763
764 void ClassifySeqsCommand::appendTaxFiles(string temp, string filename) {
765         try{
766                 
767                 ofstream output;
768                 ifstream input;
769                 openOutputFileAppend(filename, output);
770                 openInputFile(temp, input);
771                 
772                 while(char c = input.get()){
773                         if(input.eof())         {       break;                  }
774                         else                            {       output << c;    }
775                 }
776                 
777                 input.close();
778                 output.close();
779         }
780         catch(exception& e) {
781                 m->errorOut(e, "ClassifySeqsCommand", "appendTaxFiles");
782                 exit(1);
783         }
784 }
785
786 //**********************************************************************************************************************
787
788 int ClassifySeqsCommand::driver(linePair* line, string taxFName, string tempTFName, string filename){
789         try {
790                 ofstream outTax;
791                 openOutputFile(taxFName, outTax);
792                 
793                 ofstream outTaxSimple;
794                 openOutputFile(tempTFName, outTaxSimple);
795         
796                 ifstream inFASTA;
797                 openInputFile(filename, inFASTA);
798
799                 inFASTA.seekg(line->start);
800                 
801                 string taxonomy;
802
803                 for(int i=0;i<line->numSeqs;i++){
804                         if (m->control_pressed) { return 0; }
805                 
806                         Sequence* candidateSeq = new Sequence(inFASTA); gobble(inFASTA);
807                 
808                         if (candidateSeq->getName() != "") {
809                                 taxonomy = classify->getTaxonomy(candidateSeq);
810                                 
811                                 if (m->control_pressed) { delete candidateSeq; return 0; }
812
813                                 if (taxonomy != "bad seq") {
814                                         //output confidence scores or not
815                                         if (probs) {
816                                                 outTax << candidateSeq->getName() << '\t' << taxonomy << endl;
817                                         }else{
818                                                 outTax << candidateSeq->getName() << '\t' << classify->getSimpleTax() << endl;
819                                         }
820                                         
821                                         outTaxSimple << candidateSeq->getName() << '\t' << classify->getSimpleTax() << endl;
822                                 }
823                         }                               
824                         delete candidateSeq;
825                         
826                         if((i+1) % 100 == 0){
827                                 m->mothurOut("Classifying sequence " + toString(i+1)); m->mothurOutEndLine();
828                         }
829                 }
830                 
831                 inFASTA.close();
832                 outTax.close();
833                 outTaxSimple.close();
834                 
835                 return 1;
836         }
837         catch(exception& e) {
838                 m->errorOut(e, "ClassifySeqsCommand", "driver");
839                 exit(1);
840         }
841 }
842 //**********************************************************************************************************************
843 #ifdef USE_MPI
844 int ClassifySeqsCommand::driverMPI(int start, int num, MPI_File& inMPI, MPI_File& newFile, MPI_File& tempFile, vector<unsigned long int>& MPIPos){
845         try {
846                 MPI_Status statusNew; 
847                 MPI_Status statusTemp; 
848                 MPI_Status status; 
849                 
850                 int pid;
851                 MPI_Comm_rank(MPI_COMM_WORLD, &pid); //find out who we are
852         
853                 string taxonomy;
854                 string outputString;
855
856                 for(int i=0;i<num;i++){
857                 
858                         if (m->control_pressed) { return 0; }
859                 
860                         //read next sequence
861                         int length = MPIPos[start+i+1] - MPIPos[start+i];
862                         char* buf4 = new char[length];
863                         MPI_File_read_at(inMPI, MPIPos[start+i], buf4, length, MPI_CHAR, &status);
864                         
865                         string tempBuf = buf4;
866                         if (tempBuf.length() > length) { tempBuf = tempBuf.substr(0, length);  }
867                         istringstream iss (tempBuf,istringstream::in);
868                         delete buf4;
869
870                         Sequence* candidateSeq = new Sequence(iss);
871                         
872                         if (candidateSeq->getName() != "") {
873                                 taxonomy = classify->getTaxonomy(candidateSeq);
874                                 
875                                 if (taxonomy != "bad seq") {
876                                         //output confidence scores or not
877                                         if (probs) {
878                                                 outputString =  candidateSeq->getName() + "\t" + taxonomy + "\n";
879                                         }else{
880                                                 outputString =  candidateSeq->getName() + "\t" + classify->getSimpleTax() + "\n";
881                                         }
882                                         
883                                         int length = outputString.length();
884                                         char* buf2 = new char[length];
885                                         memcpy(buf2, outputString.c_str(), length);
886                                 
887                                         MPI_File_write_shared(newFile, buf2, length, MPI_CHAR, &statusNew);
888                                         delete buf2;
889
890                                         outputString =  candidateSeq->getName() + "\t" + classify->getSimpleTax() + "\n";
891                                         length = outputString.length();
892                                         char* buf = new char[length];
893                                         memcpy(buf, outputString.c_str(), length);
894                                 
895                                         MPI_File_write_shared(tempFile, buf, length, MPI_CHAR, &statusTemp);
896                                         delete buf;
897                                 }
898                         }                               
899                         delete candidateSeq;
900                         
901                         if((i+1) % 100 == 0){   cout << "Classifying sequence " << (i+1) << endl;       }
902                 }
903                 
904                 if(num % 100 != 0){     cout << "Classifying sequence " << (num) << endl;       }
905                 
906                 
907                 return 1;
908         }
909         catch(exception& e) {
910                 m->errorOut(e, "ClassifySeqsCommand", "driverMPI");
911                 exit(1);
912         }
913 }
914
915 //**********************************************************************************************************************
916 int ClassifySeqsCommand::MPIReadNamesFile(string nameFilename){
917         try {
918         
919                 nameMap.clear(); //remove old names
920                 
921                 MPI_File inMPI;
922                 MPI_Offset size;
923                 MPI_Status status;
924
925                 //char* inFileName = new char[nameFilename.length()];
926                 //memcpy(inFileName, nameFilename.c_str(), nameFilename.length());
927                 
928                 char inFileName[1024];
929                 strcpy(inFileName, nameFilename.c_str());
930
931                 MPI_File_open(MPI_COMM_WORLD, inFileName, MPI_MODE_RDONLY, MPI_INFO_NULL, &inMPI);  
932                 MPI_File_get_size(inMPI, &size);
933                 //delete inFileName;
934
935                 char* buffer = new char[size];
936                 MPI_File_read(inMPI, buffer, size, MPI_CHAR, &status);
937
938                 string tempBuf = buffer;
939                 if (tempBuf.length() > size) { tempBuf = tempBuf.substr(0, size);  }
940                 istringstream iss (tempBuf,istringstream::in);
941                 delete buffer;
942                 
943                 string firstCol, secondCol;
944                 while(!iss.eof()) {
945                         iss >> firstCol >> secondCol; gobble(iss);
946                         
947                         vector<string> temp;
948                         splitAtComma(secondCol, temp);
949                         
950                         nameMap[firstCol] = temp;  
951                 }
952         
953                 MPI_File_close(&inMPI);
954                 
955                 return 1;
956         }
957         catch(exception& e) {
958                 m->errorOut(e, "ClassifySeqsCommand", "MPIReadNamesFile");
959                 exit(1);
960         }
961 }
962 #endif
963 /**************************************************************************************************/