#!/bin/bash 
#make -s prep
CocomoDir=~/wisp/trunk/cocomo/data
Data=nasa93.csv
CurrDir=`pwd` #`dirname $0`
ThisFile=`basename $0`

Tmp=`mktemp -d`
echo Hi, welcome to LOCOMO. You are running the file:  $ThisFile
echo ""
echo ...Extracting COCOMO parameters from NASA data.
echo ""
(printf "="  
cat ${CocomoDir}/${Data} | cut -d, -f8- ) > $Tmp/$ThisFile.in 
cd $Tmp

 
#echo "---| $2 |----------------------"  
echo ...Converting COCOMO parameters to numerical values.
echo ""

echo ...Selecting the 20 nearest neighbors to $2.
echo ""
coc1nums -s $ThisFile.in | near -n 20 $2 > $ThisFile.tmp
  
for((i=1;i<=10;i++))
do
   echo ...Iteration $i.
   R=$RANDOM
   echo ...Randomizing the data and splitting into training and test sets.
   randomize Seed=$R $ThisFile.tmp
   echo ""
   echo ...Performing local calibration on nearest neighbors.
   echo ""
   lc Seed=$R Pred=30 Pass=1 train.arff Pass=2 test.arff > ${1}$i.out 
done 

echo ...Outputting results to $CurrDir/locomo_results.txt.

(echo "#!,a,b,est_effort,mmre,pred(30)" 
fgrep \! ${1}*.out | sort -t, -n +3) | malign > $CurrDir/locomo_results.txt 
fgrep -v ^! ${1}*.out > $CurrDir/lc_data.csv