#!/bin/bash

# $1 - File to crossvalidate on
# $2 - LOC attribute
# $3 - Discretization Type
# $4 - Bin number
# $5 - Save Path
# $6 - Sample Rate for crossvalidation.

path=../Data/whichData/mdp;
files=$path/$1".data"
savePath=$5;

for file in $files
do
  stem=`basename $file .data`;
  ./which -f $path/$stem -disc $3 $4 -s ee $2 > temporary;
  rm -f temporary;
  rm -f $stem"_results";
  ./makeTrainTest file=$stem sample=$6 $stem"Discr.data";
  for ((i=0;i<$6;i++))
  do
    echo "Pass $(($i+1)) on $stem with $3 $4 binning";
    cp "train"$i$stem train.data
    cp "test"$i$stem test.data;
    cp $stem"Discr.names" test.names;
    cp $stem"Discr.names" train.names;

    ./which -f train -p 2000 -s ee $2 -z -1 -r 1 -o 1 500 -b 30 -beta 10 | ./getRules Pass=1 > rule;
    ./which -f test -s ee $2 -test rule -b 30 | 
    gawk '{x=$0;}END{print x "," no;}' no=$(($i+1)) >> $stem"_results";
    
    echo "Rule generated at crossval - $(($i+1))" >> $stem"rule";
    cat wr >> $stem"rule";
    echo "" >> $stem"rule";

    rm -f test.names train.names test.data train.data "train"$i$stem "test"$i$stem rule wr;
  done
  
  mv $stem"rule" $savePath/rules/$stem;

  rm -f $stem"Discr".*;

  echo "Score,PD,PF,Effort,Support,Run #" > $stem"_resultst";
  echo "--------,-------,-------,,---------------,------" >> $stem"_resultst";
  sort -k 1 $stem"_results" >> $stem"_resultst";
  rm -f $stem"_results"
  cat $stem"_resultst" | malign > $stem"_results";
  cat $stem"_results";
  rm -f $stem"_resultst";

  gawk 'BEGIN{FS=OFS=",";cnt=0;}{cnt++;}cnt>2{gsub( ",", " " ); print; }' $stem"_results" > $stem;
  echo "#!/usr/bin/gnuplot -persist
set title \"$stem using PD, PF, Effort, Euclidian Distance Score\"
set output \"$stem.ps\"
set terminal postscript eps color enhanced
plot \"$stem\" using 1:2 t \"PD\" with linespoints, \"$stem\" using 1:3 t \"PF\" with linespoints, \"$stem\" using 1:4 t \"Effort\" with linespoints" > $stem"Plot";
chmod +x $stem"Plot";
./$stem"Plot";
epstopdf $stem.ps;

mv $stem"_results" $savePath/tables/$stem;
mv $stem".pdf" $savePath/plots/$stem".pdf";
rm -f $stem"_results";
rm -f $stem"Plot";
rm -f $stem"Data";
rm -f $stem".ps";
rm -f $stem"1";
rm -f $stem;
done