]> git.donarmstrong.com Git - mothur.git/blobdiff - decalc.cpp
moved mothur's source into a folder to make grabbing just the source easier on github
[mothur.git] / decalc.cpp
diff --git a/decalc.cpp b/decalc.cpp
deleted file mode 100644 (file)
index 98545f8..0000000
+++ /dev/null
@@ -1,1004 +0,0 @@
-/*
- *  decalc.cpp
- *  Mothur
- *
- *  Created by Sarah Westcott on 7/22/09.
- *  Copyright 2009 Schloss Lab UMASS Amherst. All rights reserved.
- *
- */
-
-#include "decalc.h"
-#include "chimera.h"
-#include "dist.h"
-#include "eachgapdist.h"
-#include "ignoregaps.h"
-#include "eachgapdist.h"
-
-//***************************************************************************************************************
-void DeCalculator::setMask(string ms) { 
-       try {
-               seqMask = ms; 
-               int count = 0;
-               maskMap.clear();
-               
-               if (seqMask.length() != 0) {
-                       //whereever there is a base in the mask, save that value is query and subject
-                       for (int i = 0; i < seqMask.length(); i++) {
-                               if (isalpha(seqMask[i])) {
-                                       h.insert(i);
-                                       maskMap[count] = i;
-                                       count++;
-                                       
-                               }
-                       }
-               }else {
-                       for (int i = 0; i < alignLength; i++) {   
-                               h.insert(i); 
-                               maskMap[count] = i;
-                               count++;
-                       }
-               }
-       }
-       catch(exception& e) {
-               m->errorOut(e, "DeCalculator", "setMask");
-               exit(1);
-       } 
-}
-//***************************************************************************************************************
-void DeCalculator::runMask(Sequence* seq) {
-       try{
-               
-               string q = seq->getAligned();
-               string tempQuery = "";
-               
-               //whereever there is a base in the mask, save that value is query and subject
-               set<int>::iterator setit;
-               for ( setit=h.begin() ; setit != h.end(); setit++ )  {
-                       tempQuery += q[*setit];
-               }
-               
-               //save masked values
-               seq->setAligned(tempQuery);
-               seq->setUnaligned(tempQuery);
-       }
-       catch(exception& e) {
-               m->errorOut(e, "DeCalculator", "runMask");
-               exit(1);
-       }
-}
-//***************************************************************************************************************
-//num is query's spot in querySeqs
-void DeCalculator::trimSeqs(Sequence* query, Sequence* subject, map<int, int>& trim) {
-       try {
-               
-               string q = query->getAligned();
-               string s = subject->getAligned();
-               
-               int front = 0;
-               for (int i = 0; i < q.length(); i++) {
-//cout << "query = " << q[i] << " subject = " << s[i] << endl;
-                       if (isalpha(q[i]) && isalpha(s[i])) { front = i; break;  }
-               }
-//cout << endl << endl;                
-               int back = 0;           
-               for (int i = q.length(); i >= 0; i--) {
-//cout << "query = " << q[i] << " subject = " << s[i] << endl;
-                       if (isalpha(q[i]) && isalpha(s[i])) { back = i; break;  }
-               }
-               
-               trim[front] = back;
-               
-       }
-       catch(exception& e) {
-               m->errorOut(e, "DeCalculator", "trimSeqs");
-               exit(1);
-       }
-}
-//***************************************************************************************************************
-vector<int>  DeCalculator::findWindows(Sequence* query, int front, int back, int& size, int increment) {
-       try {
-               
-               vector<int> win; 
-               
-               int cutoff = back - front;  //back - front 
-                       
-               //if window is set to default
-               if (size == 0) {  if (cutoff > 1200) {  size = 300; }
-                                                       else{  size = (cutoff / 4); }  } 
-               else if (size > (cutoff / 4)) { 
-                               m->mothurOut("You have selected too large a window size for sequence " + query->getName() + ".  I will choose an appropriate window size."); m->mothurOutEndLine();
-                               size = (cutoff / 4); 
-               }
-       
-       /*      string seq = query->getAligned().substr(front, cutoff);
-                       
-               //count bases
-               int numBases = 0;
-               for (int l = 0; l < seq.length(); l++) {  if (isalpha(seq[l])) { numBases++; }  }
-//cout << "num Bases = " << numBases << endl;                  
-               //save start of seq
-               win.push_back(front);
-//cout << front << '\t';               
-               //move ahead increment bases at a time until all bases are in a window
-               int countBases = 0;
-               int totalBases = 0;  //used to eliminate window of blanks at end of sequence
-                       
-               seq = query->getAligned();
-               for (int m = front; m < (back - size) ; m++) {
-                               
-                       //count number of bases you see
-                       if (isalpha(seq[m])) { countBases++;  }
-                               
-                       //if you have seen enough bases to make a new window
-                       if (countBases >= increment) {
-                               //total bases is the number of bases in a window already.
-                               totalBases += countBases;
-//cout << "total bases = " << totalBases << endl;
-                               win.push_back(m);  //save spot in alignment
-//cout << m << '\t';
-                               countBases = 0;                         //reset bases you've seen in this window
-                       }
-                               
-                       //no need to continue if all your bases are in a window
-                       if (totalBases == numBases) {   break;  }
-               }
-       
-
-               //get last window if needed
-               if (totalBases < numBases) {   win.push_back(back-size);  }
-//cout << endl << endl;
-*/     
-               
-               //this follows wigeon, but we may want to consider that it chops off the end values if the sequence cannot be evenly divided into steps
-               for (int i = front; i < (back - size) ; i+=increment) {  win.push_back(i);  }
-
-
-       
-               return win;
-       
-       }
-       catch(exception& e) {
-               m->errorOut(e, "DeCalculator", "findWindows");
-               exit(1);
-       }
-}
-
-//***************************************************************************************************************
-vector<float> DeCalculator::calcObserved(Sequence* query, Sequence* subject, vector<int> window, int size) {
-       try {
-               
-               vector<float> temp;     
-               //int gaps = 0;         
-               for (int i = 0; i < window.size(); i++) {
-                                               
-                       string seqFrag = query->getAligned().substr(window[i], size);
-                       string seqFragsub = subject->getAligned().substr(window[i], size);
-                               
-                       int diff = 0;
-                       for (int b = 0; b < seqFrag.length(); b++) {
-                               //if at least one is a base and they are not equal
-                               if( (isalpha(seqFrag[b]) || isalpha(seqFragsub[b])) && (seqFrag[b] != seqFragsub[b]) ) { diff++; }
-                               
-                               //ignore gaps
-                               //if((!isalpha(seqFrag[b])) && (!isalpha(seqFragsub[b]))) { gaps++; }
-                       }
-               
-                       //percentage of mismatched bases
-                       float dist;
-                       
-                       //if the whole fragment is 0 distance = 0
-                       //if ((seqFrag.length()-gaps) == 0)  { dist =  0.0; }
-               
-                       //percentage of mismatched bases
-                       //else {  dist = diff / (float) (seqFrag.length()-gaps) * 100;   } 
-                       
-                       dist = diff / (float) (seqFrag.length()) * 100; 
-                       
-                       temp.push_back(dist);
-               }
-                       
-               return temp;
-       }
-       catch(exception& e) {
-               m->errorOut(e, "DeCalculator", "calcObserved");
-               exit(1);
-       }
-}
-//***************************************************************************************************************
-float DeCalculator::calcDist(Sequence* query, Sequence* subject, int front, int back) {
-       try {
-               
-               //so you only look at the trimmed part of the sequence
-               int cutoff = back - front;  
-               int gaps = 0;
-                       
-               //from first startpoint with length back-front
-               string seqFrag = query->getAligned().substr(front, cutoff);
-               string seqFragsub = subject->getAligned().substr(front, cutoff);
-                                                                                                               
-               int diff = 0;
-               for (int b = 0; b < seqFrag.length(); b++) {
-                       //ignore gaps
-                       if((!isalpha(seqFrag[b])) && (!isalpha(seqFragsub[b]))) { gaps++; }
-                       if (seqFrag[b] != seqFragsub[b]) { diff++; }
-               }
-               
-               //if the whole fragment is 0 distance = 0
-               if ((seqFrag.length()-gaps) == 0)  { return 0.0; }
-               
-               //percentage of mismatched bases
-               float dist = diff / (float) (seqFrag.length()-gaps) * 100;       
-                               
-               return dist;
-       }
-       catch(exception& e) {
-               m->errorOut(e, "DeCalculator", "calcDist");
-               exit(1);
-       }
-}
-
-//***************************************************************************************************************
-vector<float> DeCalculator::calcExpected(vector<float> qav, float coef) {
-       try {
-               
-               //for each window
-               vector<float> queryExpected;
-                       
-               for (int j = 0; j < qav.size(); j++) {          
-                               
-                       float expected = qav[j] * coef;
-                               
-                       queryExpected.push_back(expected);      
-               }
-                       
-               return queryExpected;
-                               
-       }
-       catch(exception& e) {
-               m->errorOut(e, "DeCalculator", "calcExpected");
-               exit(1);
-       }
-}
-//***************************************************************************************************************
-float DeCalculator::calcDE(vector<float> obs, vector<float> exp) {
-       try {
-               
-               //for each window
-               float sum = 0.0;  //sum = sum from 1 to i of (oi-ei)^2
-               int numZeros = 0;
-               for (int j = 0; j < obs.size(); j++) {          
-                       
-                       //if (obs[j] != 0.0) {
-                               sum += ((obs[j] - exp[j]) * (obs[j] - exp[j])); 
-                       //}else {  numZeros++;   }
-                       
-               }
-                       
-               float de = sqrt((sum / (obs.size() - 1 - numZeros)));
-                       
-               return de;
-       }
-       catch(exception& e) {
-               m->errorOut(e, "DeCalculator", "calcDE");
-               exit(1);
-       }
-}
-
-//***************************************************************************************************************
-
-vector<float> DeCalculator::calcFreq(vector<Sequence*> seqs, string filename) {
-       try {
-
-               vector<float> prob;
-               string freqfile = m->getRootName(filename) + "freq";
-               ofstream outFreq;
-               
-               m->openOutputFile(freqfile, outFreq);
-               
-               outFreq << "#" << m->getVersion() << endl;
-               
-               string length = toString(seqs.size());  //if there are 5000 seqs in the template then set precision to 3
-               int precision = length.length() - 1;
-               
-               //format output
-               outFreq.setf(ios::fixed, ios::floatfield); outFreq.setf(ios::showpoint);
-               
-               //at each position in the sequence
-               for (int i = 0; i < seqs[0]->getAligned().length(); i++) {
-                       
-                       vector<int> freq;   freq.resize(4,0);
-                       int gaps = 0;
-                       
-                       //find the frequency of each nucleotide
-                       for (int j = 0; j < seqs.size(); j++) {
-                               
-                               char value = seqs[j]->getAligned()[i];
-                               
-                               if(toupper(value) == 'A')                                                                       {       freq[0]++;      }
-                               else if(toupper(value) == 'T' || toupper(value) == 'U')         {       freq[1]++;      }
-                               else if(toupper(value) == 'G')                                                          {       freq[2]++;      }
-                               else if(toupper(value) == 'C')                                                          {       freq[3]++;      }
-                               else { gaps++; }
-                       }
-                       
-                       //find base with highest frequency
-                       int highest = 0;
-                       for (int j = 0; j < freq.size(); j++) {   if (freq[j] > highest) {  highest = freq[j];  }               }
-                       
-                       float highFreq = highest / (float) (seqs.size());       
-                       
-                       float Pi;
-                       Pi =  (highFreq - 0.25) / 0.75; 
-                       
-                       //cannot have probability less than 0.
-                       if (Pi < 0) { Pi = 0.0; }
-                       
-                       //saves this for later
-                       outFreq << setprecision(precision) << i << '\t' << highFreq << endl;
-       
-                       if (h.count(i) > 0) {
-                               prob.push_back(Pi); 
-                       }
-               }
-               
-               outFreq.close();
-               
-               return prob;
-                               
-       }
-       catch(exception& e) {
-               m->errorOut(e, "DeCalculator", "calcFreq");
-               exit(1);
-       }
-}
-//***************************************************************************************************************
-vector<float>  DeCalculator::findQav(vector<int> window, int size, vector<float> probabilityProfile) {
-       try {
-               vector<float>  averages; 
-                               
-               //for each window find average
-               for (int i = 0; i < window.size(); i++) {
-                               
-                       float average = 0.0;
-                               
-                       //while you are in the window for this sequence
-                       int count = 0;
-                       for (int j = window[i]; j < (window[i]+size); j++) {   
-                               average += probabilityProfile[j];
-                               count++;
-                       }
-                               
-                       average = average / count;
-       
-                       //save this windows average
-                       averages.push_back(average);
-               }
-                               
-               return averages;
-       }
-       catch(exception& e) {
-               m->errorOut(e, "DeCalculator", "findQav");
-               exit(1);
-       }
-}
-//***************************************************************************************************************
-//seqs have already been masked
-vector< vector<float> > DeCalculator::getQuantiles(vector<Sequence*> seqs, vector<int> windowSizesTemplate, int window, vector<float> probProfile, int increment, int start, int end) {
-       try {
-               vector< vector<float> > quan; 
-               
-               //percentage of mismatched pairs 1 to 100
-               quan.resize(100);
-
-               //for each sequence
-               for(int i = start; i < end; i++){
-               
-                       m->mothurOut("Processing sequence " + toString(i)); m->mothurOutEndLine();
-                       Sequence* query = new Sequence(seqs[i]->getName(), seqs[i]->getAligned());
-                       
-                       //compare to every other sequence in template
-                       for(int j = 0; j < i; j++){
-                               
-                               Sequence* subject = new Sequence(seqs[j]->getName(), seqs[j]->getAligned());
-                               
-                               if (m->control_pressed) { delete query; delete subject; return quan; }
-                               
-                               map<int, int> trim;
-                               map<int, int>::iterator it;
-                               
-                               trimSeqs(query, subject, trim);
-                               
-                               it = trim.begin();
-                               int front = it->first; int back = it->second;
-                               
-                               //reset window for each new comparison
-                               windowSizesTemplate[i] = window;
-                               
-                               vector<int> win = findWindows(query, front, back, windowSizesTemplate[i], increment);
-                               
-                               vector<float> obsi = calcObserved(query, subject, win, windowSizesTemplate[i]);
-                               
-                               vector<float> q = findQav(win, windowSizesTemplate[i], probProfile);
-                                                                       
-                               float alpha = getCoef(obsi, q);
-                                               
-                               vector<float> exp = calcExpected(q, alpha);
-                               
-                               float de = calcDE(obsi, exp);
-                                                               
-                               float dist = calcDist(query, subject, front, back); 
-       //cout << i << '\t' <<  j << '\t' << dist << '\t' << de << endl;                        
-                               dist = ceil(dist);
-                               
-                               //quanMember newScore(de, i, j);
-                               
-                               quan[dist].push_back(de);
-
-                               delete subject;
-                       }
-                       
-                       delete query;
-               }
-       
-
-               return quan;
-                                               
-       }
-       catch(exception& e) {
-               m->errorOut(e, "DeCalculator", "getQuantiles");
-               exit(1);
-       }
-}
-//********************************************************************************************************************
-//sorts lowest to highest
-inline bool compareQuanMembers(quanMember left, quanMember right){
-       return (left.score < right.score);      
-} 
-//***************************************************************************************************************
-//this was going to be used by pintail to increase the sensitivity of the chimera detection, but it wasn't quite right.  may want to revisit in the future...
-void DeCalculator::removeObviousOutliers(vector< vector<float> >& quantiles, int num) {
-       try {
-                                               
-               for (int i = 0; i < quantiles.size(); i++) {
-                       
-                       //find mean of this quantile score
-                       sort(quantiles[i].begin(), quantiles[i].end());
-                       
-                       vector<float> temp;
-                       if (quantiles[i].size() != 0) {
-                               float high = quantiles[i][int(quantiles[i].size() * 0.99)];
-                               float low =  quantiles[i][int(quantiles[i].size() * 0.01)];
-                       
-                               //look at each value in quantiles to see if it is an outlier
-                               for (int j = 0; j < quantiles[i].size(); j++) {
-                                       //is this score between 1 and 99%
-                                       if ((quantiles[i][j] > low) && (quantiles[i][j] < high)) {
-                                               temp.push_back(quantiles[i][j]);
-                                       }
-                               }
-                       }
-                       quantiles[i] = temp;
-               }
-
-/*
-               //find contributer with most offending score related to it
-               int largestContrib = findLargestContrib(seen);
-       
-               //while you still have guys to eliminate
-               while (contributions.size() > 0) {
-               
-                       m->mothurOut("Removing scores contributed by sequence " + toString(largestContrib) + " in your template file."); m->mothurOutEndLine();
-                       
-                       //remove from quantiles all scores that were made using this largestContrib
-                       for (int i = 0; i < quantiles.size(); i++) {
-//cout << "before remove " << quantiles[i].size() << '\t';
-                               removeContrib(largestContrib, quantiles[i]);
-//cout << "after remove " << quantiles[i].size() << endl;
-                       }
-//cout << count << " largest contrib = " << largestContrib << endl;  count++;
-                       //remove from contributions all scores that were made using this largestContrib
-                       removeContrib(largestContrib, contributions);
-                       
-                       //"erase" largestContrib
-                       seen[largestContrib] = -1;
-                       
-                       //get next largestContrib
-                       largestContrib = findLargestContrib(seen);
-               }
-ABOVE IS ATTEMPT #1            
-**************************************************************************************************
-BELOW IS ATTEMPT #2            
-               vector<int> marked = returnObviousOutliers(quantiles, num);
-               vector<int> copyMarked = marked;
-               
-               //find the 99% of marked
-               sort(copyMarked.begin(), copyMarked.end());
-               int high = copyMarked[int(copyMarked.size() * 0.99)];
-cout << "high = " << high << endl;             
-               
-               for(int i = 0; i < marked.size(); i++) {
-                       if (marked[i] > high) { 
-                               m->mothurOut("Removing scores contributed by sequence " + toString(marked[i]) + " in your template file."); m->mothurOutEndLine();
-                               for (int i = 0; i < quantiles.size(); i++) {
-                                       removeContrib(marked[i], quantiles[i]);
-                               }
-                       }
-
-               }
-               
-               
-               //adjust quantiles
-               for (int i = 0; i < quantiles.size(); i++) {
-                       vector<float> temp;
-                       
-                       if (quantiles[i].size() == 0) {
-                               //in case this is not a distance found in your template files
-                               for (int g = 0; g < 6; g++) {
-                                       temp.push_back(0.0);
-                               }
-                       }else{
-                               
-                               sort(quantiles[i].begin(), quantiles[i].end(), compareQuanMembers);
-                               
-                               //save 10%
-                               temp.push_back(quantiles[i][int(quantiles[i].size() * 0.10)].score);
-                               //save 25%
-                               temp.push_back(quantiles[i][int(quantiles[i].size() * 0.25)].score);
-                               //save 50%
-                               temp.push_back(quantiles[i][int(quantiles[i].size() * 0.5)].score);
-                               //save 75%
-                               temp.push_back(quantiles[i][int(quantiles[i].size() * 0.75)].score);
-                               //save 95%
-                               temp.push_back(quantiles[i][int(quantiles[i].size() * 0.95)].score);
-                               //save 99%
-                               temp.push_back(quantiles[i][int(quantiles[i].size() * 0.99)].score);
-                               
-                       }
-                       
-                       quan[i] = temp;
-                       
-               }
-*/
-               
-       }
-       catch(exception& e) {
-               m->errorOut(e, "DeCalculator", "removeObviousOutliers");
-               exit(1);
-       }
-}
-//***************************************************************************************************************
-//put quanMember in the vector based on how far they are from the 99% or 1%.  Biggest offenders in front.
-/*vector<quanMember> DeCalculator::sortContrib(map<quanMember*, float> quan) {
-       try{
-               
-               vector<quanMember> newQuan;
-               map<quanMember*, float>::iterator it;
-               
-               while (quan.size() > 0) {
-                       
-                        map<quanMember*, float>::iterator largest = quan.begin(); 
-                         
-                       //find biggest member
-                       for (it = quan.begin(); it != quan.end(); it++) {
-                               if (it->second > largest->second) {  largest = it;  }
-                       }
-cout << largest->second << '\t' << largest->first->score << '\t' << largest->first->member1 << '\t' << largest->first->member2 << endl;
-                       //save it 
-                       newQuan.push_back(*(largest->first));
-               
-                       //erase from quan
-                       quan.erase(largest);
-               }
-               
-               return newQuan;
-               
-       }
-       catch(exception& e) {
-               m->errorOut(e, "DeCalculator", "sortContrib");
-               exit(1);
-       }
-}
-
-***************************************************************************************************************
-//used by removeObviousOutliers which was attempt to increase sensitivity of chimera detection...not currently used...
-int DeCalculator::findLargestContrib(vector<int> seen) {
-       try{
-               
-               int largest = 0;
-               
-               int largestContribs;
-               
-               for (int i = 0; i < seen.size(); i++)  {  
-                       
-                       if (seen[i] > largest) {
-                               largestContribs = i;
-                               largest = seen[i];
-                       }
-               }
-               
-               return largestContribs;
-               
-       }
-       catch(exception& e) {
-               m->errorOut(e, "DeCalculator", "findLargestContribs");
-               exit(1);
-       }
-}
-***************************************************************************************************************
-void DeCalculator::removeContrib(int bad, vector<quanMember>& quan) {
-       try{
-       
-               vector<quanMember> newQuan;
-               for (int i = 0; i < quan.size(); i++)  {  
-                       if ((quan[i].member1 != bad) && (quan[i].member2 != bad) ) {  
-                               newQuan.push_back(quan[i]);  
-                       }
-               }
-               
-               quan = newQuan;
-               
-       }
-       catch(exception& e) {
-               m->errorOut(e, "DeCalculator", "removeContrib");
-               exit(1);
-       }
-}
-*/
-//***************************************************************************************************************
-float DeCalculator::findAverage(vector<float> myVector) {
-       try{
-               
-               float total = 0.0;
-               for (int i = 0; i < myVector.size(); i++)  {  total += myVector[i];  }
-               
-               float average = total / (float) myVector.size();
-               
-               return average;
-               
-       }
-       catch(exception& e) {
-               m->errorOut(e, "DeCalculator", "findAverage");
-               exit(1);
-       }
-}
-
-//***************************************************************************************************************
-float DeCalculator::getCoef(vector<float> obs, vector<float> qav) {
-       try {
-       
-               //find average prob for this seqs windows
-               float probAverage = findAverage(qav);
-                               
-               //find observed average 
-               float obsAverage = findAverage(obs);
-                       
-               float coef = obsAverage / probAverage;
-                                               
-               return coef;
-       }
-       catch(exception& e) {
-               m->errorOut(e, "DeCalculator", "getCoef");
-               exit(1);
-       }
-}
-//***************************************************************************************************************
-//gets closest matches to each end, since chimeras will most likely have different parents on each end
-vector<Sequence> DeCalculator::findClosest(Sequence querySeq, vector<Sequence*>& thisTemplate, vector<Sequence*>& thisFilteredTemplate, int numWanted, int minSim) {
-       try {
-               //indexes.clear();
-               
-               vector<Sequence> seqsMatches;  
-               
-               vector<SeqDist> distsLeft;
-               vector<SeqDist> distsRight;
-               
-               Dist* distcalculator = new eachGapDist();
-               
-               string queryUnAligned = querySeq.getUnaligned();
-               int numBases = int(queryUnAligned.length() * 0.33);
-               
-               string leftQuery = ""; //first 1/3 of the sequence
-               string rightQuery = ""; //last 1/3 of the sequence
-               string queryAligned = querySeq.getAligned();
-               
-               //left side
-               bool foundFirstBase = false;
-               int baseCount = 0;
-               int leftSpot = 0;
-               int firstBaseSpot = 0;
-               for (int i = 0; i < queryAligned.length(); i++) {
-                       //if you are a base
-                       if (isalpha(queryAligned[i])) {         
-                               baseCount++; 
-                               if (!foundFirstBase) {   foundFirstBase = true;  firstBaseSpot = i;  }
-                       }
-                       
-                       //eliminate opening .'s
-                       if (foundFirstBase) {   leftQuery += queryAligned[i];  }
-                       //if you have 1/3
-                       if (baseCount >= numBases) {  leftSpot = i; break; } //first 1/3
-               }
-               
-               //right side - count through another 1/3, so you are at last third
-               baseCount = 0;
-               int rightSpot = 0;
-               for (int i = leftSpot; i < queryAligned.length(); i++) {
-                       //if you are a base
-                       if (isalpha(queryAligned[i])) {         baseCount++;    }
-                       //if you have 1/3
-                       if (baseCount > numBases + 1) { rightSpot = i;  break; } //last 1/3
-               }
-               
-               //trim end
-               //find last position in query that is a non gap character
-               int lastBaseSpot = queryAligned.length()-1;
-               for (int j = queryAligned.length()-1; j >= 0; j--) {
-                       if (isalpha(queryAligned[j])) {
-                               lastBaseSpot = j;
-                               break;
-                       }
-               }
-               rightQuery = queryAligned.substr(rightSpot, (lastBaseSpot-rightSpot+1)); //sequence from pos spot to end
-               
-               Sequence queryLeft(querySeq.getName(), leftQuery);
-               Sequence queryRight(querySeq.getName(), rightQuery);
-               
-//cout << querySeq->getName() << '\t' << leftSpot << '\t' << rightSpot << '\t' << firstBaseSpot << '\t' << lastBaseSpot << endl;
-//cout << queryUnAligned.length() << '\t' << queryLeft.getUnaligned().length() << '\t' << queryRight.getUnaligned().length() << endl;
-               for(int j = 0; j < thisFilteredTemplate.size(); j++){
-                       
-                       string dbAligned = thisFilteredTemplate[j]->getAligned();
-                       string leftDB = dbAligned.substr(firstBaseSpot, (leftSpot-firstBaseSpot+1)); //first 1/3 of the sequence
-                       string rightDB = dbAligned.substr(rightSpot, (lastBaseSpot-rightSpot+1)); //last 1/3 of the sequence
-
-                       Sequence dbLeft(thisFilteredTemplate[j]->getName(), leftDB);
-                       Sequence dbRight(thisFilteredTemplate[j]->getName(), rightDB);
-
-                       distcalculator->calcDist(queryLeft, dbLeft);
-                       float distLeft = distcalculator->getDist();
-                       
-                       distcalculator->calcDist(queryRight, dbRight);
-                       float distRight = distcalculator->getDist();
-
-                       SeqDist subjectLeft;
-                       subjectLeft.seq = NULL;
-                       subjectLeft.dist = distLeft;
-                       subjectLeft.index = j;
-                       
-                       distsLeft.push_back(subjectLeft);
-                       
-                       SeqDist subjectRight;
-                       subjectRight.seq = NULL;
-                       subjectRight.dist = distRight;
-                       subjectRight.index = j;
-                       
-                       distsRight.push_back(subjectRight);
-
-               }
-               
-               delete distcalculator;
-               
-               //sort by smallest distance
-               sort(distsRight.begin(), distsRight.end(), compareSeqDist);
-               sort(distsLeft.begin(), distsLeft.end(), compareSeqDist);
-
-               
-               //merge results         
-               map<string, string> seen;
-               map<string, string>::iterator it;
-               
-               vector<SeqDist> dists;
-               float lastRight = distsRight[0].dist;
-               float lastLeft = distsLeft[0].dist;
-
-               float maxDist = 1.0 - (minSim / 100.0);
-
-               for (int i = 0; i < numWanted+1; i++) {
-                       if (m->control_pressed) { return seqsMatches; }
-                       
-                       //add left if you havent already
-                       it = seen.find(thisTemplate[distsLeft[i].index]->getName());
-                       if (it == seen.end() && distsLeft[i].dist <= maxDist) {  
-                               dists.push_back(distsLeft[i]);
-                               seen[thisTemplate[distsLeft[i].index]->getName()] = thisTemplate[distsLeft[i].index]->getName();
-                               lastLeft =  distsLeft[i].dist;
-//                             cout << "loop-left\t" << db[distsLeft[i].index]->getName() << '\t' << distsLeft[i].dist << endl;
-                       }
-
-                       //add right if you havent already
-                       it = seen.find(thisTemplate[distsRight[i].index]->getName());
-                       if (it == seen.end() && distsRight[i].dist <= maxDist) {  
-                               dists.push_back(distsRight[i]);
-                               seen[thisTemplate[distsRight[i].index]->getName()] = thisTemplate[distsRight[i].index]->getName();
-                               lastRight =  distsRight[i].dist;
-//                             cout << "loop-right\t" << db[distsRight[i].index]->getName() << '\t' << distsRight[i].dist << endl;
-                       }
-                       
-                       if (i == numWanted) { break; }
-                       
-               }
-               
-               //are we still above the minimum similarity cutoff
-               if ((lastLeft >= minSim) || (lastRight >= minSim)) {
-                       //add in ties from left
-                       int i = numWanted;
-                       while (i < distsLeft.size()) {  
-                               if (distsLeft[i].dist == lastLeft) {  dists.push_back(distsLeft[i]);  }
-                               else { break; }
-                               i++;
-                       }
-                       
-                       //add in ties from right
-                       i = numWanted;
-                       while (i < distsRight.size()) {  
-                               if (distsRight[i].dist == lastRight) {  dists.push_back(distsRight[i]);  }
-                               else { break; }
-                               i++;
-                       }
-               }
-               
-               //cout << numWanted << endl;
-               for (int i = 0; i < dists.size(); i++) {
-//                     cout << db[dists[i].index]->getName() << '\t' << dists[i].dist << endl;
-
-                       if ((thisTemplate[dists[i].index]->getName() != querySeq.getName()) && (((1.0-dists[i].dist)*100) >= minSim)) {
-                               Sequence temp(thisTemplate[dists[i].index]->getName(), thisTemplate[dists[i].index]->getAligned()); //have to make a copy so you can trim and filter without stepping on eachother.
-                               //cout << querySeq->getName() << '\t' << thisTemplate[dists[i].index]->getName()  << '\t' << dists[i].dist << endl;
-                               seqsMatches.push_back(temp);
-                       }
-
-               }
-               
-               return seqsMatches;
-       }
-       catch(exception& e) {
-               m->errorOut(e, "DeCalculator", "findClosest");
-               exit(1);
-       }
-}
-//***************************************************************************************************************
-Sequence* DeCalculator::findClosest(Sequence* querySeq, vector<Sequence*> db) {
-       try {
-               
-               Sequence* seqsMatch;  
-               
-               Dist* distcalculator = new eachGapDist();
-               int index = 0;
-               int smallest = 1000000;
-               
-               for(int j = 0; j < db.size(); j++){
-                       
-                       distcalculator->calcDist(*querySeq, *db[j]);
-                       float dist = distcalculator->getDist();
-                       
-                       if (dist < smallest) { 
-                               smallest = dist;
-                               index = j;
-                       }
-               }
-               
-               delete distcalculator;
-               
-               seqsMatch = new Sequence(db[index]->getName(), db[index]->getAligned()); //have to make a copy so you can trim and filter without stepping on eachother.
-                       
-               return seqsMatch;
-       }
-       catch(exception& e) {
-               m->errorOut(e, "DeCalculator", "findClosest");
-               exit(1);
-       }
-}
-/***************************************************************************************************************/
-map<int, int> DeCalculator::trimSeqs(Sequence& query, vector<Sequence>& topMatches) {
-       try {
-               
-               int frontPos = 0;  //should contain first position in all seqs that is not a gap character
-               int rearPos = query.getAligned().length();
-               
-               //********find first position in topMatches that is a non gap character***********//
-               //find first position all query seqs that is a non gap character
-               for (int i = 0; i < topMatches.size(); i++) {
-                       
-                       string aligned = topMatches[i].getAligned();
-                       int pos = 0;
-                       
-                       //find first spot in this seq
-                       for (int j = 0; j < aligned.length(); j++) {
-                               if (isalpha(aligned[j])) {
-                                       pos = j;
-                                       break;
-                               }
-                       }
-                       
-                       //save this spot if it is the farthest
-                       if (pos > frontPos) { frontPos = pos; }
-               }
-               
-               
-               string aligned = query.getAligned();
-               int pos = 0;
-                       
-               //find first position in query that is a non gap character
-               for (int j = 0; j < aligned.length(); j++) {
-                       if (isalpha(aligned[j])) {
-                               pos = j;
-                               break;
-                       }
-               }
-               
-               //save this spot if it is the farthest
-               if (pos > frontPos) { frontPos = pos; }
-               
-               
-               //********find last position in topMatches that is a non gap character***********//
-               for (int i = 0; i < topMatches.size(); i++) {
-                       
-                       string aligned = topMatches[i].getAligned();
-                       int pos = aligned.length();
-                       
-                       //find first spot in this seq
-                       for (int j = aligned.length()-1; j >= 0; j--) {
-                               if (isalpha(aligned[j])) {
-                                       pos = j;
-                                       break;
-                               }
-                       }
-                       
-                       //save this spot if it is the farthest
-                       if (pos < rearPos) { rearPos = pos; }
-               }
-               
-               
-               aligned = query.getAligned();
-               pos = aligned.length();
-               
-               //find last position in query that is a non gap character
-               for (int j = aligned.length()-1; j >= 0; j--) {
-                       if (isalpha(aligned[j])) {
-                               pos = j;
-                               break;
-                       }
-               }
-               
-               //save this spot if it is the farthest
-               if (pos < rearPos) { rearPos = pos; }
-               
-               map<int, int> trimmedPos;
-               //check to make sure that is not whole seq
-               if ((rearPos - frontPos - 1) <= 0) {  
-                       query.setAligned("");
-                       //trim topMatches
-                       for (int i = 0; i < topMatches.size(); i++) {
-                               topMatches[i].setAligned("");
-                       }
-                       
-               }else {
-
-                       //trim query
-                       string newAligned = query.getAligned();
-                       newAligned = newAligned.substr(frontPos, (rearPos-frontPos+1));
-                       query.setAligned(newAligned);
-                       
-                       //trim topMatches
-                       for (int i = 0; i < topMatches.size(); i++) {
-                               newAligned = topMatches[i].getAligned();
-                               newAligned = newAligned.substr(frontPos, (rearPos-frontPos+1));
-                               topMatches[i].setAligned(newAligned);
-                       }
-                       
-                       for (int i = 0; i < newAligned.length(); i++) {
-                               trimmedPos[i] = i+frontPos;
-                       }
-               }
-               return trimmedPos;
-       }
-       catch(exception& e) {
-               m->errorOut(e, "DeCalculator", "trimSequences");
-               exit(1);
-       }
-
-}
-//***************************************************************************************************************
-
-
-