blob: 2589c2800741c15db3d2c2f32390fd3562c5d6e3 [file] [log] [blame]
#!/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
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# 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
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#-------------------------------------------------------------
if [ "$1" == "" -o "$2" == "" ]; then echo "Usage: $0 <hdfsDataDir> <MR | SPARK | ECHO> e.g. $0 perftest SPARK" ; exit 1 ; fi
if [ "$2" == "SPARK" ]; then CMD="./sparkDML.sh "; DASH="-"; elif [ "$2" == "MR" ]; then CMD="hadoop jar SystemDS.jar " ; else CMD="echo " ; fi
FORMAT="binary"
BASE=$1/dimensionreduction
export HADOOP_CLIENT_OPTS="-Xmx2048m -Xms2048m -Xmn256m"
#generate XS scenarios (80MB)
${CMD} -f ../datagen/genRandData4PCA.dml $DASH-nvargs 5000 2000 $BASE/pcaData5k_2k_dense $FORMAT
#generate S scenarios (800MB)
#${CMD} -f ../datagen/genRandData4PCA.dml $DASH-nvargs 50000 2000 $BASE/pcaData50k_2k_dense $FORMAT
#generate M scenarios (8GB)
#${CMD} -f ../datagen/genRandData4PCA.dml $DASH-nvargs 500000 2000 $BASE/pcaData500k_2k_dense $FORMAT
#generate L scenarios (80GB)
#${CMD} -f ../datagen/genRandData4PCA.dml $DASH-nvargs 5000000 2000 $BASE/pcaData5M_2k_dense $FORMAT
#generate XL scenarios (800GB)
#${CMD} -f ../datagen/genRandData4PCA.dml $DASH-nvargs 50000000 2000 $BASE/pcaData50M_2k_dense $FORMAT