File: metastatscommand.cpp

package info (click to toggle)
mothur 1.24.1-1
  • links: PTS, VCS
  • area: main
  • in suites: wheezy
  • size: 7,868 kB
  • sloc: cpp: 110,948; ansic: 2,037; fortran: 665; makefile: 74; sh: 59
file content (521 lines) | stat: -rw-r--r-- 22,890 bytes parent folder | download
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
378
379
380
381
382
383
384
385
386
387
388
389
390
391
392
393
394
395
396
397
398
399
400
401
402
403
404
405
406
407
408
409
410
411
412
413
414
415
416
417
418
419
420
421
422
423
424
425
426
427
428
429
430
431
432
433
434
435
436
437
438
439
440
441
442
443
444
445
446
447
448
449
450
451
452
453
454
455
456
457
458
459
460
461
462
463
464
465
466
467
468
469
470
471
472
473
474
475
476
477
478
479
480
481
482
483
484
485
486
487
488
489
490
491
492
493
494
495
496
497
498
499
500
501
502
503
504
505
506
507
508
509
510
511
512
513
514
515
516
517
518
519
520
521
/*
 *  metastatscommand.cpp
 *  Mothur
 *
 *  Created by westcott on 9/16/10.
 *  Copyright 2010 Schloss Lab. All rights reserved.
 *
 */

#include "metastatscommand.h"
#include "metastats.h"
#include "sharedutilities.h"


//**********************************************************************************************************************
vector<string> MetaStatsCommand::setParameters(){	
	try {
		CommandParameter pshared("shared", "InputTypes", "", "", "none", "none", "none",false,true); parameters.push_back(pshared);
		CommandParameter pdesign("design", "InputTypes", "", "", "none", "none", "none",false,true); parameters.push_back(pdesign);
		CommandParameter pprocessors("processors", "Number", "", "1", "", "", "",false,false); parameters.push_back(pprocessors);
		CommandParameter piters("iters", "Number", "", "1000", "", "", "",false,false); parameters.push_back(piters);
		CommandParameter pthreshold("threshold", "Number", "", "0.05", "", "", "",false,false); parameters.push_back(pthreshold);
		CommandParameter plabel("label", "String", "", "", "", "", "",false,false); parameters.push_back(plabel);
		CommandParameter pgroups("groups", "String", "", "", "", "", "",false,false); parameters.push_back(pgroups);
		CommandParameter psets("sets", "String", "", "", "", "", "",false,false); parameters.push_back(psets);
		CommandParameter pinputdir("inputdir", "String", "", "", "", "", "",false,false); parameters.push_back(pinputdir);
		CommandParameter poutputdir("outputdir", "String", "", "", "", "", "",false,false); parameters.push_back(poutputdir);
		
		vector<string> myArray;
		for (int i = 0; i < parameters.size(); i++) {	myArray.push_back(parameters[i].name);		}
		return myArray;
	}
	catch(exception& e) {
		m->errorOut(e, "MetaStatsCommand", "setParameters");
		exit(1);
	}
}
//**********************************************************************************************************************
string MetaStatsCommand::getHelpString(){	
	try {
		string helpString = "";
		helpString += "This command is based on the Metastats program, White, J.R., Nagarajan, N. & Pop, M. Statistical methods for detecting differentially abundant features in clinical metagenomic samples. PLoS Comput Biol 5, e1000352 (2009).\n";
		helpString += "The metastats command outputs a .metastats file. \n";
		helpString += "The metastats command parameters are shared, iters, threshold, groups, label, design, sets and processors.  The shared and design parameters are required, unless you have valid current files.\n";
		helpString += "The design parameter allows you to assign your groups to sets when you are running metastat. mothur will run all pairwise comparisons of the sets. It is required. \n";
		helpString += "The design file looks like the group file.  It is a 2 column tab delimited file, where the first column is the group name and the second column is the set the group belongs to.\n";
		helpString += "The sets parameter allows you to specify which of the sets in your designfile you would like to analyze. The set names are separated by dashes. THe default is all sets in the designfile.\n";
		helpString += "The iters parameter allows you to set number of bootstrap permutations for estimating null distribution of t statistic.  The default is 1000. \n";
		helpString += "The threshold parameter allows you to set the significance level to reject null hypotheses (default 0.05).\n";
		helpString += "The groups parameter allows you to specify which of the groups in your groupfile you would like included. The group names are separated by dashes.\n";
		helpString += "The label parameter allows you to select what distance levels you would like, and are also separated by dashes.\n";
		helpString += "The processors parameter allows you to specify how many processors you would like to use.  The default is 1. \n";
		helpString += "The metastats command should be in the following format: metastats(design=yourDesignFile).\n";
		helpString += "Example metastats(design=temp.design, groups=A-B-C).\n";
		helpString += "The default value for groups is all the groups in your groupfile, and all labels in your inputfile will be used.\n";
		helpString += "Note: No spaces between parameter labels (i.e. groups), '=' and parameters (i.e.yourGroups).\n";
		return helpString;
	}
	catch(exception& e) {
		m->errorOut(e, "MetaStatsCommand", "getHelpString");
		exit(1);
	}
}
//**********************************************************************************************************************
MetaStatsCommand::MetaStatsCommand(){	
	try {
		abort = true; calledHelp = true;
		setParameters();
		vector<string> tempOutNames;
		outputTypes["metastats"] = tempOutNames;
	}
	catch(exception& e) {
		m->errorOut(e, "MetaStatsCommand", "MetaStatsCommand");
		exit(1);
	}
}
//**********************************************************************************************************************

MetaStatsCommand::MetaStatsCommand(string option) {
	try {
		abort = false; calledHelp = false;   
		allLines = 1;
		
		
		//allow user to run help
		if(option == "help") { help(); abort = true; calledHelp = true; }
		else if(option == "citation") { citation(); abort = true; calledHelp = true;}
		
		else {
			vector<string> myArray = setParameters();
			
			OptionParser parser(option);
			map<string,string> parameters = parser.getParameters();
			
			ValidParameters validParameter;
			
			//check to make sure all parameters are valid for command
			map<string,string>::iterator it;
			for (it = parameters.begin(); it != parameters.end(); it++) { 
				if (validParameter.isValidParameter(it->first, myArray, it->second) != true) {  abort = true;  }
			}
			
			//initialize outputTypes
			vector<string> tempOutNames;
			outputTypes["metastats"] = tempOutNames;
			
			
			//if the user changes the input directory command factory will send this info to us in the output parameter 
			string inputDir = validParameter.validFile(parameters, "inputdir", false);		
			if (inputDir == "not found"){	inputDir = "";		}
			else {
				string path;
				it = parameters.find("design");
				//user has given a template file
				if(it != parameters.end()){ 
					path = m->hasPath(it->second);
					//if the user has not given a path then, add inputdir. else leave path alone.
					if (path == "") {	parameters["design"] = inputDir + it->second;		}
				}
				
				it = parameters.find("shared");
				//user has given a template file
				if(it != parameters.end()){ 
					path = m->hasPath(it->second);
					//if the user has not given a path then, add inputdir. else leave path alone.
					if (path == "") {	parameters["shared"] = inputDir + it->second;		}
				}
				
			}
			
			//check for required parameters
			sharedfile = validParameter.validFile(parameters, "shared", true);
			if (sharedfile == "not open") { abort = true; }
			else if (sharedfile == "not found") {  				//if there is a current shared file, use it
				sharedfile = m->getSharedFile(); 
				if (sharedfile != "") { m->mothurOut("Using " + sharedfile + " as input file for the shared parameter."); m->mothurOutEndLine(); }
				else { 	m->mothurOut("You have no current sharedfile and the shared parameter is required."); m->mothurOutEndLine(); abort = true; }
			}else { m->setSharedFile(sharedfile); }
			
			//check for required parameters
			designfile = validParameter.validFile(parameters, "design", true);
			if (designfile == "not open") { abort = true; }
			else if (designfile == "not found") {  				
				//if there is a current design file, use it
				designfile = m->getDesignFile(); 
				if (designfile != "") { m->mothurOut("Using " + designfile + " as input file for the design parameter."); m->mothurOutEndLine(); }
				else { 	m->mothurOut("You have no current designfile and the design parameter is required."); m->mothurOutEndLine(); abort = true; }
			}else { m->setDesignFile(designfile); }
			
			//if the user changes the output directory command factory will send this info to us in the output parameter 
			outputDir = validParameter.validFile(parameters, "outputdir", false);		if (outputDir == "not found"){	
				outputDir = "";	
				outputDir += m->hasPath(sharedfile); //if user entered a file with a path then preserve it	
			}

			//check for optional parameter and set defaults
			// ...at some point should added some additional type checking...
			label = validParameter.validFile(parameters, "label", false);			
			if (label == "not found") { label = ""; }
			else { 
				if(label != "all") {  m->splitAtDash(label, labels);  allLines = 0;  }
				else { allLines = 1;  }
			}
			
			groups = validParameter.validFile(parameters, "groups", false);			
			if (groups == "not found") { groups = ""; pickedGroups = false; }
			else { 
				pickedGroups = true;
				m->splitAtDash(groups, Groups);
				m->setGroups(Groups);
			}
			
			sets = validParameter.validFile(parameters, "sets", false);			
			if (sets == "not found") { sets = ""; }
			else { 
				m->splitAtDash(sets, Sets);
			}

			
			string temp = validParameter.validFile(parameters, "iters", false);			if (temp == "not found") { temp = "1000"; }
			m->mothurConvert(temp, iters); 
			
			temp = validParameter.validFile(parameters, "threshold", false);			if (temp == "not found") { temp = "0.05"; }
			m->mothurConvert(temp, threshold); 
			
			temp = validParameter.validFile(parameters, "processors", false);	if (temp == "not found"){	temp = m->getProcessors();	}
			m->setProcessors(temp);
			m->mothurConvert(temp, processors);
		}

	}
	catch(exception& e) {
		m->errorOut(e, "MetaStatsCommand", "MetaStatsCommand");
		exit(1);
	}
}
//**********************************************************************************************************************

int MetaStatsCommand::execute(){
	try {
	
		if (abort == true) { if (calledHelp) { return 0; }  return 2;	}
		
		designMap = new GroupMap(designfile);
		designMap->readDesignMap();
	
		input = new InputData(sharedfile, "sharedfile");
		lookup = input->getSharedRAbundVectors();
		string lastLabel = lookup[0]->getLabel();
		
		//if the users enters label "0.06" and there is no "0.06" in their file use the next lowest label.
		set<string> processedLabels;
		set<string> userLabels = labels;
		
		//setup the pairwise comparions of sets for metastats
		//calculate number of comparisons i.e. with groups A,B,C = AB, AC, BC = 3;
		//make sure sets are all in designMap
		SharedUtil* util = new SharedUtil(); 
		vector<string> dGroups = designMap->getNamesOfGroups();
		util->setGroups(Sets, dGroups);  
		delete util;
		
		int numGroups = Sets.size();
		for (int a=0; a<numGroups; a++) { 
			for (int l = 0; l < a; l++) {	
				vector<string> groups; groups.push_back(Sets[a]); groups.push_back(Sets[l]);
				namesOfGroupCombos.push_back(groups);
			}
		}
	
		
		//only 1 combo
		if (numGroups == 2) { processors = 1; }
		else if (numGroups < 2)	{ m->mothurOut("Not enough sets, I need at least 2 valid sets. Unable to complete command."); m->mothurOutEndLine(); m->control_pressed = true; }

        if(processors != 1){
            int numPairs = namesOfGroupCombos.size();
            int numPairsPerProcessor = numPairs / processors;
			
            for (int i = 0; i < processors; i++) {
                int startPos = i * numPairsPerProcessor;
                if(i == processors - 1){
                    numPairsPerProcessor = numPairs - i * numPairsPerProcessor;
                }
                lines.push_back(linePair(startPos, numPairsPerProcessor));
            }
        }
		
		//as long as you are not at the end of the file or done wih the lines you want
		while((lookup[0] != NULL) && ((allLines == 1) || (userLabels.size() != 0))) {
			
			if (m->control_pressed) {  outputTypes.clear(); for (int i = 0; i < lookup.size(); i++) {  delete lookup[i];  } m->clearGroups(); delete input; delete designMap;  for (int i = 0; i < outputNames.size(); i++) {	m->mothurRemove(outputNames[i]); } return 0; }
	
			if(allLines == 1 || labels.count(lookup[0]->getLabel()) == 1){			

				m->mothurOut(lookup[0]->getLabel()); m->mothurOutEndLine();
				process(lookup);
				
				processedLabels.insert(lookup[0]->getLabel());
				userLabels.erase(lookup[0]->getLabel());
			}
			
			if ((m->anyLabelsToProcess(lookup[0]->getLabel(), userLabels, "") == true) && (processedLabels.count(lastLabel) != 1)) {
				string saveLabel = lookup[0]->getLabel();
			
				for (int i = 0; i < lookup.size(); i++) {  delete lookup[i];  }  
				lookup = input->getSharedRAbundVectors(lastLabel);
				m->mothurOut(lookup[0]->getLabel()); m->mothurOutEndLine();
				
				process(lookup);
				
				processedLabels.insert(lookup[0]->getLabel());
				userLabels.erase(lookup[0]->getLabel());
				
				//restore real lastlabel to save below
				lookup[0]->setLabel(saveLabel);
			}
			
			lastLabel = lookup[0]->getLabel();
			//prevent memory leak
			for (int i = 0; i < lookup.size(); i++) {  delete lookup[i]; lookup[i] = NULL; }
			
			if (m->control_pressed) {  outputTypes.clear(); m->clearGroups(); delete input;  delete designMap;  for (int i = 0; i < outputNames.size(); i++) {	m->mothurRemove(outputNames[i]); } return 0; }

			//get next line to process
			lookup = input->getSharedRAbundVectors();				
		}
		
		if (m->control_pressed) { outputTypes.clear(); m->clearGroups(); delete input; delete designMap;  for (int i = 0; i < outputNames.size(); i++) {	m->mothurRemove(outputNames[i]); }  return 0; }

		//output error messages about any remaining user labels
		set<string>::iterator it;
		bool needToRun = false;
		for (it = userLabels.begin(); it != userLabels.end(); it++) {  
			m->mothurOut("Your file does not include the label " + *it); 
			if (processedLabels.count(lastLabel) != 1) {
				m->mothurOut(". I will use " + lastLabel + "."); m->mothurOutEndLine();
				needToRun = true;
			}else {
				m->mothurOut(". Please refer to " + lastLabel + "."); m->mothurOutEndLine();
			}
		}
	
		//run last label if you need to
		if (needToRun == true)  {
			for (int i = 0; i < lookup.size(); i++) { if (lookup[i] != NULL) { delete lookup[i]; } }  
			lookup = input->getSharedRAbundVectors(lastLabel);
			
			m->mothurOut(lookup[0]->getLabel()); m->mothurOutEndLine();
			
			process(lookup);
			
			for (int i = 0; i < lookup.size(); i++) {  delete lookup[i];  }
		}
	
		//reset groups parameter
		m->clearGroups();  
		delete input; 
		delete designMap;
		
		if (m->control_pressed) { outputTypes.clear(); for (int i = 0; i < outputNames.size(); i++) {	m->mothurRemove(outputNames[i]); } return 0;}
		
		m->mothurOutEndLine();
		m->mothurOut("Output File Names: "); m->mothurOutEndLine();
		for (int i = 0; i < outputNames.size(); i++) {	m->mothurOut(outputNames[i]); m->mothurOutEndLine();	}
		m->mothurOutEndLine();
		
		return 0;
	}
	catch(exception& e) {
		m->errorOut(e, "MetaStatsCommand", "execute");
		exit(1);
	}
}
//**********************************************************************************************************************

int MetaStatsCommand::process(vector<SharedRAbundVector*>& thisLookUp){
	try {
		
		
				if(processors == 1){
					driver(0, namesOfGroupCombos.size(), thisLookUp);
				}else{
					int process = 1;
					vector<int> processIDS;
		#if defined (__APPLE__) || (__MACH__) || (linux) || (__linux) || (__linux__) || (__unix__) || (__unix)
					//loop through and create all the processes you want
					while (process != processors) {
						int pid = fork();
			
						if (pid > 0) {
							processIDS.push_back(pid);  //create map from line number to pid so you can append files in correct order later
							process++;
						}else if (pid == 0){
							driver(lines[process].start, lines[process].num, thisLookUp);
							exit(0);
						}else { 
							m->mothurOut("[ERROR]: unable to spawn the necessary processes."); m->mothurOutEndLine(); 
							for (int i = 0; i < processIDS.size(); i++) { kill (processIDS[i], SIGINT); }
							exit(0);
						}
					}
					
					//do my part
					driver(lines[0].start, lines[0].num, thisLookUp);
		
					//force parent to wait until all the processes are done
					for (int i=0;i<(processors-1);i++) { 
						int temp = processIDS[i];
						wait(&temp);
					}
        #else
                    
                    //////////////////////////////////////////////////////////////////////////////////////////////////////
                    //Windows version shared memory, so be careful when passing variables through the summarySharedData struct. 
                    //Above fork() will clone, so memory is separate, but that's not the case with windows, 
                    //Taking advantage of shared memory to pass results vectors.
                    //////////////////////////////////////////////////////////////////////////////////////////////////////
                    
                    vector<metastatsData*> pDataArray; 
                    DWORD   dwThreadIdArray[processors-1];
                    HANDLE  hThreadArray[processors-1]; 
                    
                    //Create processor worker threads.
                    for( int i=1; i<processors; i++ ){
                        
                        //make copy of lookup so we don't get access violations
                        vector<SharedRAbundVector*> newLookup;
                        vector<string> designMapGroups;
                        for (int k = 0; k < thisLookUp.size(); k++) {
                            SharedRAbundVector* temp = new SharedRAbundVector();
                            temp->setLabel(thisLookUp[k]->getLabel());
                            temp->setGroup(thisLookUp[k]->getGroup());
                            newLookup.push_back(temp);
                            designMapGroups.push_back(designMap->getGroup(thisLookUp[k]->getGroup()));
                        }
                        
                        //for each bin
                        for (int k = 0; k < thisLookUp[0]->getNumBins(); k++) {
                            if (m->control_pressed) { for (int j = 0; j < newLookup.size(); j++) {  delete newLookup[j];  } return 0; }
                            for (int j = 0; j < thisLookUp.size(); j++) { newLookup[j]->push_back(thisLookUp[j]->getAbundance(k), thisLookUp[j]->getGroup()); }
                        }
                        
                        // Allocate memory for thread data.
                        metastatsData* tempSum = new metastatsData(sharedfile, outputDir, m, lines[i].start, lines[i].num, namesOfGroupCombos, newLookup, designMapGroups, iters, threshold);
                        pDataArray.push_back(tempSum);
                        processIDS.push_back(i);
                        
                        hThreadArray[i-1] = CreateThread(NULL, 0, MyMetastatsThreadFunction, pDataArray[i-1], 0, &dwThreadIdArray[i-1]);   
                    }
                    
                    //do my part
					driver(lines[0].start, lines[0].num, thisLookUp);
                    
                    //Wait until all threads have terminated.
                    WaitForMultipleObjects(processors-1, hThreadArray, TRUE, INFINITE);
                    
                    //Close all thread handles and free memory allocations.
                    for(int i=0; i < pDataArray.size(); i++){
                        for (int j = 0; j < pDataArray[i]->thisLookUp.size(); j++) {  delete pDataArray[i]->thisLookUp[j];  } 
                        for (int j = 0; j < pDataArray[i]->outputNames.size(); j++) {  
                            outputNames.push_back(pDataArray[i]->outputNames[j]);
                            outputTypes["metastats"].push_back(pDataArray[i]->outputNames[j]);
                        }
                                                
                        CloseHandle(hThreadArray[i]);
                        delete pDataArray[i];
                    }
        #endif

				}
		
		return 0;
		
	}
	catch(exception& e) {
		m->errorOut(e, "MetaStatsCommand", "process");
		exit(1);
	}
}
//**********************************************************************************************************************
int MetaStatsCommand::driver(int start, int num, vector<SharedRAbundVector*>& thisLookUp) { 
	try {
	
		//for each combo
		for (int c = start; c < (start+num); c++) {
			
			//get set names
			string setA = namesOfGroupCombos[c][0]; 
			string setB = namesOfGroupCombos[c][1];
		
			//get filename
			string outputFileName = outputDir +  m->getRootName(m->getSimpleName(sharedfile)) + thisLookUp[0]->getLabel() + "." + setA + "-" + setB + ".metastats";
			outputNames.push_back(outputFileName); outputTypes["metastats"].push_back(outputFileName);
			//int nameLength = outputFileName.length();
			//char * output = new char[nameLength];
			//strcpy(output, outputFileName.c_str());
	
			//build matrix from shared rabunds
			//double** data;
			//data = new double*[thisLookUp[0]->getNumBins()];
			
			vector< vector<double> > data2; data2.resize(thisLookUp[0]->getNumBins());
			
			vector<SharedRAbundVector*> subset;
			int setACount = 0;
			int setBCount = 0;
			for (int i = 0; i < thisLookUp.size(); i++) {
				string thisGroup = thisLookUp[i]->getGroup();
				
				//is this group for a set we want to compare??
				//sorting the sets by putting setB at the back and setA in the front
				if ((designMap->getGroup(thisGroup) == setB)) {  
					subset.push_back(thisLookUp[i]);
					setBCount++;
				}else if ((designMap->getGroup(thisGroup) == setA)) {
					subset.insert(subset.begin()+setACount, thisLookUp[i]);
					setACount++;
				}
			}
						
			if ((setACount == 0) || (setBCount == 0))  { 
				m->mothurOut("Missing shared info for " + setA + " or " + setB + ". Skipping comparison."); m->mothurOutEndLine(); 
				outputNames.pop_back();
			}else {
				//fill data
				for (int j = 0; j < thisLookUp[0]->getNumBins(); j++) {
					//data[j] = new double[subset.size()];
					data2[j].resize(subset.size(), 0.0);
					for (int i = 0; i < subset.size(); i++) {
						//data[j][i] = (subset[i]->getAbundance(j));
						data2[j][i] = (subset[i]->getAbundance(j));
					}
				}
				
				m->mothurOut("Comparing " + setA + " and " + setB + "..."); m->mothurOutEndLine(); 
				//metastat_main(output, thisLookUp[0]->getNumBins(), subset.size(), threshold, iters, data, setACount);
				
				m->mothurOutEndLine();
				MothurMetastats mothurMeta(threshold, iters);
				mothurMeta.runMetastats(outputFileName , data2, setACount);
				m->mothurOutEndLine();
				
				m->mothurOutEndLine(); 
			}
			
			//free memory
			//delete output;
			//for(int i = 0; i < thisLookUp[0]->getNumBins(); i++)  {  delete[] data[i];  }
			//delete[] data; 
		}
		
		return 0;

	}
	catch(exception& e) {
		m->errorOut(e, "MetaStatsCommand", "driver");
		exit(1);
	}
}
//**********************************************************************************************************************