| #!/bin/bash |
| #------------------------------------------------------------- |
| # |
| # Licensed to the Apache Software Foundation (ASF) under one |
| # or more contributor license agreements. See the NOTICE file |
| # distributed with this work for additional information |
| # regarding copyright ownership. The ASF licenses this file |
| # to you under the Apache License, Version 2.0 (the |
| # "License"); you may not use this file except in compliance |
| # with the License. You may obtain a copy of the License at |
| # |
| # http://www.apache.org/licenses/LICENSE-2.0 |
| # |
| # Unless required by applicable law or agreed to in writing, |
| # software distributed under the License is distributed on an |
| # "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY |
| # KIND, either express or implied. See the License for the |
| # specific language governing permissions and limitations |
| # under the License. |
| # |
| #------------------------------------------------------------- |
| |
| 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 |