#!/bin/bash

#File,UseWeight,ExpertNum,ExpertKnow,MMRE,Pred30,SdMre

MeanMRE=5
Pred=6
SdMRE=7

Results="analyzed_results.csv"

COCOMINBaseline=$HOME/tmp/baggingCOCOMINBaseline
BaggingBaseline=$HOME/tmp/baggingBaseline

#NumSet="2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20"
#KnowSet=".30 .35 .40 .45 .50 .55 .60 .65 .70 .75 .80 .85 .90"
#WeightSet="0 1"

Num3=$HOME/tmp/baggingNum3
Num5=$HOME/tmp/baggingNum5
Num10=$HOME/tmp/baggingNum10
Num15=$HOME/tmp/baggingNum15
Num20=$HOME/tmp/baggingNum20

Know30=$HOME/tmp/baggingKnow30
Know40=$HOME/tmp/baggingKnow40
Know50=$HOME/tmp/baggingKnow50
Know60=$HOME/tmp/baggingKnow60
Know70=$HOME/tmp/baggingKnow70
Know80=$HOME/tmp/baggingKnow80
Know90=$HOME/tmp/baggingKnow90

WeightF=$HOME/tmp/baggingWeightF
WeightT=$HOME/tmp/baggingWeightT

# ---------- Baselines
grep "N/A,exp_num:1,exp_know:1," $Results | sort -t, +0 | gawk 'BEGIN {FS=","; OFS="\t"} {print $1,$2,$3,$4,$5,$6,$7}' > $COCOMINBaseline

grep "use_weight:1,exp_num:10,exp_know:0.70," $Results | sort -t, +0 | gawk 'BEGIN {FS=","; OFS="\t"} {print $1,$2,$3,$4,$5,$6,$7}' > $BaggingBaseline


# ---------- Expert Num
grep "exp_num:3," $Results | sort -t, +0 | gawk 'BEGIN {FS=","; OFS="\t"} {print $1,$2,$3,$4,$5,$6,$7}' > $Num3
grep "exp_num:5," $Results | sort -t, +0 | gawk 'BEGIN {FS=","; OFS="\t"} {print $1,$2,$3,$4,$5,$6,$7}' > $Num5
grep "exp_num:10," $Results | sort -t, +0 | gawk 'BEGIN {FS=","; OFS="\t"} {print $1,$2,$3,$4,$5,$6,$7}' > $Num10
grep "exp_num:15," $Results | sort -t, +0 | gawk 'BEGIN {FS=","; OFS="\t"} {print $1,$2,$3,$4,$5,$6,$7}' > $Num15
grep "exp_num:20," $Results | sort -t, +0 | gawk 'BEGIN {FS=","; OFS="\t"} {print $1,$2,$3,$4,$5,$6,$7}' > $Num20

# ---------- Expert Know
grep "exp_know:0.30," $Results | sort -t, +0 | gawk 'BEGIN {FS=","; OFS="\t"} {print $1,$2,$3,$4,$5,$6,$7}' > $Know30
grep "exp_know:0.40," $Results | sort -t, +0 | gawk 'BEGIN {FS=","; OFS="\t"} {print $1,$2,$3,$4,$5,$6,$7}' > $Know40
grep "exp_know:0.50," $Results | sort -t, +0 | gawk 'BEGIN {FS=","; OFS="\t"} {print $1,$2,$3,$4,$5,$6,$7}' > $Know50
grep "exp_know:0.60," $Results | sort -t, +0 | gawk 'BEGIN {FS=","; OFS="\t"} {print $1,$2,$3,$4,$5,$6,$7}' > $Know60
grep "exp_know:0.70," $Results | sort -t, +0 | gawk 'BEGIN {FS=","; OFS="\t"} {print $1,$2,$3,$4,$5,$6,$7}' > $Know70
grep "exp_know:0.80," $Results | sort -t, +0 | gawk 'BEGIN {FS=","; OFS="\t"} {print $1,$2,$3,$4,$5,$6,$7}' > $Know80
grep "exp_know:0.90," $Results | sort -t, +0 | gawk 'BEGIN {FS=","; OFS="\t"} {print $1,$2,$3,$4,$5,$6,$7}' > $Know90

# ---------- Expert Weight
grep "use_weight:0," $Results | sort -t, +0 | gawk 'BEGIN {FS=","; OFS="\t"} {print $1,$2,$3,$4,$5,$6,$7}' > $WeightF
grep "use_weight:1," $Results | sort -t, +0 | gawk 'BEGIN {FS=","; OFS="\t"} {print $1,$2,$3,$4,$5,$6,$7}' > $WeightT

# ---------- Plot Expert Num

gnuplot <<EOF
set terminal postscript eps "Helvetica"
unset xtics
set key top left

set size 1,0.75

set output "$HOME/tmp/Expert-Num-MeanMRE.eps"
set ylabel "mean(MRE)" 
plot "$Num3" using $MeanMRE title "Experts:3" with line linetype 1 linewidth 1, "$Num5" using $MeanMRE title "Experts:5" with linesp linetype 2 linewidth 1, "$Num10" using $MeanMRE title "Experts:10" with linesp linetype 3 linewidth 1, "$Num15" using $MeanMRE title "Experts:15" with linesp linetype 4 linewidth 1, "$Num20" using $MeanMRE title "Experts:20" with linesp linetype 5 linewidth 1

set output "$HOME/tmp/Expert-Num-SdMRE.eps"
set ylabel "sd(MRE)"
plot "$Num3" using $SdMRE title "Experts:3" with line linetype 1 linewidth 1, "$Num5" using $SdMRE title "Experts:5" with linesp linetype 2 linewidth 1, "$Num10" using $SdMRE title "Experts:10" with linesp linetype 3 linewidth 1, "$Num15" using $SdMRE title "Experts:15" with linesp linetype 4 linewidth 1, "$Num20" using $SdMRE title "Experts:20" with linesp linetype 5 linewidth 1

set output "$HOME/tmp/Expert-Num-Pred.eps"
set ylabel "%pred(30)"
set yrange [0:100]
plot "$Num3" using $Pred title "Experts:3" with line linetype 1 linewidth 1, "$Num5" using $Pred title "Experts:5" with linesp linetype 2 linewidth 1, "$Num10" using $Pred title "Experts:10" with linesp linetype 3 linewidth 1, "$Num15" using $Pred title "Experts:15" with linesp linetype 4 linewidth 1, "$Num20" using $Pred title "Experts:20" with linesp linetype 5 linewidth 1

EOF


# ---------- Plot Expert Weight

gnuplot <<EOF
set terminal postscript eps "Helvetica"
unset xtics
set key top left

set size 1,0.75

set output "$HOME/tmp/Expert-Weight-MeanMRE.eps"
set ylabel "mean(MRE)" 
plot "$Know30" using $MeanMRE title "Know:0.3" with line linetype 1 linewidth 1, "$Know40" using $MeanMRE title "Know:0.4" with linesp linetype 2 linewidth 1, "$Know50" using $MeanMRE title "Know:0.5" with linesp linetype 3 linewidth 1, "$Know60" using $MeanMRE title "Know:0.6" with linesp linetype 4 linewidth 1, "$Know70" using $MeanMRE title "Know:0.7" with linesp linetype 5 linewidth 1, "$Know80" using $MeanMRE title "Know:0.8" with linesp linetype 6 linewidth 1, "$Know90" using $MeanMRE title "Know:0.9" with linesp linetype 7 linewidth 1

set output "$HOME/tmp/Expert-Weight-SdMRE.eps"
set ylabel "sd(MRE)"
plot "$Know30" using $SdMRE title "Know:0.3" with line linetype 1 linewidth 1, "$Know40" using $SdMRE title "Know:0.4" with linesp linetype 2 linewidth 1, "$Know50" using $SdMRE title "Know:0.5" with linesp linetype 3 linewidth 1, "$Know60" using $SdMRE title "Know:0.6" with linesp linetype 4 linewidth 1, "$Know70" using $SdMRE title "Know:0.7" with linesp linetype 5 linewidth 1, "$Know80" using $SdMRE title "Know:0.8" with linesp linetype 6 linewidth 1, "$Know90" using $SdMRE title "Know:0.9" with linesp linetype 7 linewidth 1

set output "$HOME/tmp/Expert-Weight-Pred.eps"
set ylabel "%pred(30)"
set yrange [0:100]
plot "$Know30" using $Pred title "Know:0.3" with line linetype 1 linewidth 1, "$Know40" using $Pred title "Know:0.4" with linesp linetype 2 linewidth 1, "$Know50" using $Pred title "Know:0.5" with linesp linetype 3 linewidth 1, "$Know60" using $Pred title "Know:0.6" with linesp linetype 4 linewidth 1, "$Know70" using $Pred title "Know:0.7" with linesp linetype 5 linewidth 1, "$Know80" using $Pred title "Know:0.8" with linesp linetype 6 linewidth 1, "$Know90" using $Pred title "Know:0.9" with linesp linetype 7 linewidth 1

EOF

# ---------- Plot Weight Method

gnuplot <<EOF
set terminal postscript eps "Helvetica"
unset xtics
set key top left

set size 1,0.75

set output "$HOME/tmp/Bagging-AvgMethod-MeanMRE.eps"
set ylabel "mean(MRE)" 
plot "$WeightF" using $MeanMRE title "Average" with line linetype 1 linewidth 1, "$WeightT" using $MeanMRE title "Weighted Avg" with linesp linetype 2 linewidth 1

set output "$HOME/tmp/Bagging-AvgMethod-SdMRE.eps"
set ylabel "sd(MRE)"
plot "$WeightF" using $SdMRE title "Average" with line linetype 1 linewidth 1, "$WeightT" using $SdMRE title "Weighted Avg" with linesp linetype 2 linewidth 1

set output "$HOME/tmp/Bagging-AvgMethod-Pred.eps"
set ylabel "%pred(30)"
set yrange [0:100]
plot "$WeightF" using $Pred title "Average" with line linetype 1 linewidth 1, "$WeightT" using $Pred title "Weighted Avg" with linesp linetype 2 linewidth 1

EOF


# ---------- Plot Bagging Vs Baseline

gnuplot <<EOF
set terminal postscript eps "Helvetica"
unset xtics
set key top left

set size 1,0.75

set output "$HOME/tmp/Bagging-VsBaseline-MeanMRE.eps"
set ylabel "mean(MRE)" 
plot "$BaggingBaseline" using $MeanMRE title "Bagging" with line linetype 1 linewidth 1, "$COCOMINBaseline" using $MeanMRE title "Cocomin" with linesp linetype 2 linewidth 1

set output "$HOME/tmp/Bagging-VsBaseline-SdMRE.eps"
set ylabel "sd(MRE)"
plot "$BaggingBaseline" using $SdMRE title "Bagging" with line linetype 1 linewidth 1, "$COCOMINBaseline" using $SdMRE title "Cocomin" with linesp linetype 2 linewidth 1

set output "$HOME/tmp/Bagging-VsBaseline-Pred.eps"
set ylabel "%pred(30)"
set yrange [0:100]
plot "$BaggingBaseline" using $Pred title "Bagging" with line linetype 1 linewidth 1, "$COCOMINBaseline" using $Pred title "Cocomin" with linesp linetype 2 linewidth 1

EOF

epstopdf $HOME/tmp/Bagging-VsBaseline-MeanMRE.eps
epstopdf $HOME/tmp/Bagging-VsBaseline-SdMRE.eps
epstopdf $HOME/tmp/Bagging-VsBaseline-Pred.eps

epstopdf $HOME/tmp/Bagging-AvgMethod-MeanMRE.eps
epstopdf $HOME/tmp/Bagging-AvgMethod-SdMRE.eps
epstopdf $HOME/tmp/Bagging-AvgMethod-Pred.eps

epstopdf $HOME/tmp/Expert-Weight-MeanMRE.eps
epstopdf $HOME/tmp/Expert-Weight-SdMRE.eps
epstopdf $HOME/tmp/Expert-Weight-Pred.eps

epstopdf $HOME/tmp/Expert-Num-MeanMRE.eps
epstopdf $HOME/tmp/Expert-Num-SdMRE.eps
epstopdf $HOME/tmp/Expert-Num-Pred.eps