scripts/perftest/runAllRegression.sh

#!/bin/bash
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if [ "$1" == "" -o "$2" == "" ]; then  echo "Usage: $0 <hdfsDataDir> <MR | SPARK | ECHO>   e.g. $0 perftest SPARK" ; exit 1 ; fi

FILENAME=$0
err_report() {
  echo "Error in $FILENAME on line $1"
}
trap 'err_report $LINENO' ERR

BASE=$1/binomial

echo $2" RUN REGRESSION EXPERIMENTS" $(date) >> times.txt;

if [ ! -d logs ]; then mkdir logs ; fi

# data generation
echo $2"-- Using binomial data: " >> times.txt;
./genBinomialData.sh $1 $2 &>> logs/genBinomialData.out

# run all regression algorithms with binomial labels on all datasets
MAXITR=20
for d in "10k_1k_dense" "10k_1k_sparse" # "100k_1k_dense" "100k_1k_sparse" "1M_1k_dense" "1M_1k_sparse" "10M_1k_dense" "10M_1k_sparse" #"_KDD" "100M_1k_dense" "100M_1k_sparse" 
do
   for f in "runLinearRegDS"
   do
       echo "-- Running "$f" on "$d" (all configs)" >> times.txt;
       ./${f}.sh ${BASE}/X${d} ${BASE}/y${d} ${BASE} $2 &> logs/${f}_${d}.out;
   done 

   # run with the parameter setting maximum of iterations
   for f in "runLinearRegCG" "runGLM_poisson_log" "runGLM_gamma_log" "runGLM_binomial_probit"
   do
      echo "-- Running "$f" on "$d" (all configs)" >> times.txt;
      ./${f}.sh ${BASE}/X${d} ${BASE}/y${d} ${BASE} $2 ${MAXITR} &> logs/${f}_${d}.out;       
   done 
done