#! /bin/bash

#Variables
Filename=$1
Iterations=30
TestSets=10
LogFile=log/lc.log
SeedFile=log/seed.log
TestFile=log/test.tmp
TrainFile=log/train.tmp
ConvertedFile=log/converted.csv

#Preprocess data files
gawk -f convertCSV.awk Method="COC81" $Filename > $ConvertedFile

if [ -f $LogFile ]
then
	rm $LogFile
fi

if [ -f $SeedFile ]
then
	rm $SeedFile
fi

#Run the algorithm many times
for ((i=1;i<=$Iterations;i++))
do

	#Randomize Data
	if [ -f $TrainFile ]
	then
		rm $TrainFile
	fi
	if [ -f $TestFile ]
	then
		rm $TestFile
	fi
	Seed=$RANDOM
	#gawk -f randomize.awk -v Seed=$Seed -v TestSets=$TestSets -v TrainFile=$TrainFile -v TestFile=$TestFile $Filename
	gawk -f randomize.awk -v Seed=$Seed -v TestSets=$TestSets -v TrainFile=$TrainFile -v TestFile=$TestFile $ConvertedFile
	
	gawk -f lc.awk Pass=1 $TrainFile Pass=2 $TestFile >> $LogFile
	echo $Seed >> $SeedFile

done

gawk -f stats.awk $LogFile






#echo hello world from bash
#gawkPrint()	{gawk -f read.awk data.txt}

#function subTest {
#	echo Hello!
#	gawk -f read.awk data.txt
#}

#subTest