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/*
* 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);
}
}
//**********************************************************************************************************************
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