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##
## Copyright (c) 2006-2019 of Toni Giorgino
##
## This file is part of the DTW package.
##
## DTW is free software: you can redistribute it and/or modify it
## under the terms of the GNU General Public License as published by
## the Free Software Foundation, either version 3 of the License, or
## (at your option) any later version.
##
## DTW is distributed in the hope that it will be useful, but WITHOUT
## ANY WARRANTY; without even the implied warranty of MERCHANTABILITY
## or FITNESS FOR A PARTICULAR PURPOSE. See the GNU General Public
## License for more details.
##
## You should have received a copy of the GNU General Public License
## along with DTW. If not, see <http://www.gnu.org/licenses/>.
##
########################################
## Backtrack the steps taken - internal
`backtrack` <-
function(gcm) {
dir<-gcm$stepPattern;
npat <- attr(dir,"npat");
n <- nrow(gcm$costMatrix);
m <- ncol(gcm$costMatrix);
i <- n;
j <- gcm$jmin;
## drop rows with (0,0) deltas
nullrows <- dir[,2]==0 & dir[,3] ==0 ;
tmp <- dir[!nullrows,,drop=FALSE];
## Pre-compute steps
stepsCache <- list();
for(k in 1:npat) {
stepsCache[[k]] <- .extractpattern(tmp,k);
}
## mapping lists
iis<-ii<-c(i);
jjs<-jj<-c(j);
ss<-NULL;
repeat {
## cross fingers for termination
if(i==1 && j==1) {
break;
}
## direction taken
s<-gcm$directionMatrix[i,j];
if(is.na(s)) {
break;
}
## undo the steps
ss<-c(s,ss);
steps<-stepsCache[[s]];
ns<-nrow(steps);
## In some rare cases (eg symmetricP0), ns will be 1
## R indexing rules make k==0 a no-op anyway
for(k in 1:ns) {
## take note of current cell, prepending to mapping lists
ii <- c(i-steps[k,1],ii);
jj <- c(j-steps[k,2],jj);
## All sub-steps are visited & appended; we have dropped (0,0) deltas
}
## And don't forget where we arrived to
i<-i-steps[ns,1];
j<-j-steps[ns,2];
## iis & jjs are backtracking without the intermediate steps
iis<-c(i,iis)
jjs<-c(j,jjs)
}
out<-list(index1=ii,index2=jj,
index1s=iis, index2s=jjs,
stepsTaken=ss);
return(out);
}
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