#!/bin/bash
Here=$1
Sandbox=$2
Repeats=$3
Use=$4
Pred=$5
Learners=$6
Log=$7
let Min=(Use+10)

generate(){

		./csv2arff --ranges rules.config --relation "center2" nasa93_center_2.csv > center2.arff
		./csv2arff --ranges rules.config --relation "center5" nasa93_center_5.csv > center5.arff

		for((R=1;R<=Repeats;R++))
		do
			./blab "$R "
			Seed=$RANDOM
			./interIntraArffs Seed=$Seed TestSize=$Use center2.arff center5.arff

			./cocNums --numbers precise.config trainCenter2Inter.arff > trainCenter2InterN.arff
			./cocNums --numbers precise.config trainCenter2Intra.arff > trainCenter2IntraN.arff
			./cocNums --numbers precise.config testCenter2.arff > testCenter2N.arff
			./cocNums --numbers precise.config trainCenter5Inter.arff > trainCenter5InterN.arff
			./cocNums --numbers precise.config trainCenter5Intra.arff > trainCenter5IntraN.arff
			./cocNums --numbers precise.config testCenter5.arff > testCenter5N.arff

#---------- No Wrapper
			WRAPPER="None"

			for Learner in $Learners
			do
				Prefix="$R,$WRAPPER,${Learner},center2,inter";
				. $Sandbox/$Learner trainCenter2InterN.arff testCenter2N.arff;
				Prefix="$R,$WRAPPER,${Learner},center2,intra";
				. $Sandbox/$Learner trainCenter2IntraN.arff testCenter2N.arff;
				Prefix="$R,$WRAPPER,${Learner},center5,inter";
				. $Sandbox/$Learner trainCenter5InterN.arff testCenter5N.arff;
				Prefix="$R,$WRAPPER,${Learner},center5,intra";
				. $Sandbox/$Learner trainCenter5IntraN.arff testCenter5N.arff;
			done

#---------- COCOMIN Wrapper
			WRAPPER="COCOMINWrapper"

			gawk 'BEGIN {FS=OFS=","} /@/ {next} NF>0 {print $0}' trainCenter2InterN.arff > COCOMINWrapper_TrainCenter2Inter;
			gawk 'BEGIN {FS=OFS=","} /@/ {next} NF>0 {print $0}' trainCenter2IntraN.arff > COCOMINWrapper_TrainCenter2Intra;
			gawk 'BEGIN {FS=OFS=","} /@/ {next} NF>0 {print $0}' trainCenter5InterN.arff > COCOMINWrapper_TrainCenter5Inter;
			gawk 'BEGIN {FS=OFS=","} /@/ {next} NF>0 {print $0}' trainCenter5IntraN.arff > COCOMINWrapper_TrainCenter5Intra;

			WrapperAttributes=`./cocomin81 COCOMINWrapper_TrainCenter2Intra "backward" "med_mre_hi" "mmre" $Seed`;
			cat trainCenter2IntraN.arff | gawk -f attributeSelector.awk OutputFile=COCOMINWrapper_TrainCenter2Intra.arff SelectedAttributes=$WrapperAttributes
			cat testCenter2N.arff | gawk -f attributeSelector.awk OutputFile=COCOMINWrapper_TestCenter2Intra.arff SelectedAttributes=$WrapperAttributes
			WrapperAttributes=`./cocomin81 COCOMINWrapper_TrainCenter2Inter "backward" "med_mre_hi" "mmre" $Seed`;
			cat trainCenter2InterN.arff | gawk -f attributeSelector.awk OutputFile=COCOMINWrapper_TrainCenter2Inter.arff SelectedAttributes=$WrapperAttributes
			cat testCenter2N.arff | gawk -f attributeSelector.awk OutputFile=COCOMINWrapper_TestCenter2Inter.arff SelectedAttributes=$WrapperAttributes

			WrapperAttributes=`./cocomin81 COCOMINWrapper_TrainCenter5Intra "backward" "med_mre_hi" "mmre" $Seed`;
			cat trainCenter5IntraN.arff | gawk -f attributeSelector.awk OutputFile=COCOMINWrapper_TrainCenter5Intra.arff SelectedAttributes=$WrapperAttributes
			cat testCenter5N.arff | gawk -f attributeSelector.awk OutputFile=COCOMINWrapper_TestCenter5Intra.arff SelectedAttributes=$WrapperAttributes
			WrapperAttributes=`./cocomin81 COCOMINWrapper_TrainCenter5Inter "backward" "med_mre_hi" "mmre" $Seed`;
			cat trainCenter5InterN.arff | gawk -f attributeSelector.awk OutputFile=COCOMINWrapper_TrainCenter5Inter.arff SelectedAttributes=$WrapperAttributes
			cat testCenter5N.arff | gawk -f attributeSelector.awk OutputFile=COCOMINWrapper_TestCenter5Inter.arff SelectedAttributes=$WrapperAttributes

			for Learner in $Learners;
			do
				Prefix="$R,$WRAPPER,${Learner},center2,inter";
				. $Sandbox/$Learner COCOMINWrapper_TrainCenter2Inter.arff COCOMINWrapper_TestCenter2Inter.arff;
				Prefix="$R,$WRAPPER,${Learner},center2,intra";
				. $Sandbox/$Learner COCOMINWrapper_TrainCenter2Intra.arff COCOMINWrapper_TestCenter2Intra.arff;
				Prefix="$R,$WRAPPER,${Learner},center5,inter";
				. $Sandbox/$Learner COCOMINWrapper_TrainCenter5Inter.arff COCOMINWrapper_TestCenter5Inter.arff;
				Prefix="$R,$WRAPPER,${Learner},center5,intra";
				. $Sandbox/$Learner COCOMINWrapper_TrainCenter5Intra.arff COCOMINWrapper_TestCenter5Intra.arff;
			done
		done
}

generate > $Log