#!/bin/bash
# dan: removed space after #!
##this file runs competing learners on the given subset of data
Filename=$1
RealTestFile=$2
Path="/tmp/apply"
rm -r $Path
mkdir $Path
echo "got here"
pwd
LcEstimates=$Path"/lc_estimates.log"
CocomostEstimates=$Path"/cocomost_estimates.log"
Method="COC81"
Style="precise"
ConvertedFile=$Path"/converted_data.csv"
gawk -f convertcsv.awk Method=$Method Style=$Style $Filename > $ConvertedFile
Iterations=30
Mprime="0.1"
TestSets=$(gawk -v M=$Mprime 'END{print int(NR*M)}' $ConvertedFile)
DoCocomostV2=1
Experts=4
#Run the algorithm many times
#for ((i=1;i<=$Iterations;i++))
i=0;
for (( i=1;i<=$Iterations;i++ ))
do
	#Randomize Data
	Seed=$RANDOM
	legacyTestFile=$ConvertedFile"."$i".test"
	TrainFile=$ConvertedFile"."$i".train"
	gawk -f randomize.awk -v Seed=$Seed -v TestSets=$TestSets -v TrainFile=$TrainFile -v TestFile=$legacyTestFile $ConvertedFile
	# basic Local Calibration
	TargetEMs="-1-2-3-4-5-6-7-8-9-10-11-12-13-14-15-"
	Result=$(gawk -f simplelc.awk Pass=1 TargetEMs=$TargetEMs $TrainFile Pass=2 TargetEMs=$TargetEMs $RealTestFile)
	Estimate=$(echo $Result | gawk 'BEGIN{FS=","} NR==1{print $1}')
	echo $Estimate >> $LcEstimates
	# FSS with COCOMOST and then LC
	if (($DoCocomostV2==1))
	then
		TargetEMs=$(./lcFssFilter $TrainFile)
		Result=$(gawk -f simplelc.awk Pass=1 TargetEMs=$TargetEMs $TrainFile Pass=2 TargetEMs=$TargetEMs $RealTestFile)
		Estimate=$(echo $Result | gawk 'BEGIN{FS=","} NR==1{print $1}')
		echo $Estimate >> $CocomostEstimates
	fi
done