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

generate(){
	for i in *.csv
	do
		stem=${i/\.*/}

		./csv2arff --ranges rules.config --relation $stem $i > all.arff
		Size=`./instances all.arff`;
		[ "$Size" -lt $Min ] && continue
		./blab "\n$stem "
		for((R=1;R<=Repeats;R++))
		do
			./blab "$R "
			Seed=$RANDOM
			./nArffs Seed=$Seed Tests=$Use all.arff

			./cocNums --numbers precise.config test.arff > testN.arff
			./cocNums --numbers precise.config train.arff > trainN.arff

			numberOfAttributes=`./attributes testN.arff`

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

			for Learner in $Learners
			do
				Prefix="$R,$WRAPPER,${stem},precise,${numberOfAttributes},${Learner}";
				. $Sandbox/$Learner trainN.arff testN.arff;
			done

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

			gawk 'BEGIN {FS=OFS=","} /@/ {next} {print $0}' trainN.arff > COCOMINWrapper_Train;
			
			WrapperAttributes=`./cocomin81 COCOMINWrapper_Train "backward" "med_mre_hi" "mmre" $Seed`;
	
			cat trainN.arff | gawk -f attributeSelector.awk OutputFile=COCOMINWrapper_Train.arff SelectedAttributes=$WrapperAttributes
			cat testN.arff | gawk -f attributeSelector.awk OutputFile=COCOMINWrapper_Test.arff SelectedAttributes=$WrapperAttributes

			numberOfAttributes=`./attributes COCOMINWrapper_Train.arff`;

			for Learner in $Learners;
			do
				Prefix="$R,$WRAPPER,${stem},precise,${numberOfAttributes},${Learner}";
				. $Sandbox/$Learner COCOMINWrapper_Train.arff COCOMINWrapper_Test.arff;
			done
		done
	done
}

generate > $Log