#!/bin/bash # # The Mahout command script # # Environment Variables # # MAHOUT_JAVA_HOME The java implementation to use. Overrides JAVA_HOME. # # MAHOUT_HEAPSIZE The maximum amount of heap to use, in MB. # Default is 1000. # # HADOOP_CONF_DIR The location of a hadoop config directory # # MAHOUT_OPTS Extra Java runtime options. # # MAHOUT_CONF_DIR The location of the program short-name to class name # mappings and the default properties files # defaults to "$MAHOUT_HOME/src/conf" # # MAHOUT_LOCAL set to anything other than an empty string to force # mahout to run locally even if # HADOOP_CONF_DIR and HADOOP_HOME are set # # MAHOUT_CORE set to anything other than an empty string to force # mahout to run in developer 'core' mode, just as if the # -core option was presented on the command-line # Commane-line Options # # -core -core is used to switch into 'developer mode' when # running mahout locally. If specified, the classes # from the 'target/classes' directories in each project # are used. Otherwise classes will be retrived from # jars in the binary releas collection or *-job.jar files # found in build directories. When running on hadoop # the job files will always be used. # #/** # * 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. # */ cygwin=false case "`uname`" in CYGWIN*) cygwin=true;; esac # resolve links - $0 may be a softlink THIS="$0" while [ -h "$THIS" ]; do ls=`ls -ld "$THIS"` link=`expr "$ls" : '.*-> \(.*\)$'` if expr "$link" : '.*/.*' > /dev/null; then THIS="$link" else THIS=`dirname "$THIS"`/"$link" fi done IS_CORE=0 if [ "$1" == "-core" ] ; then IS_CORE=1 shift fi if [ "$MAHOUT_CORE" != "" ]; then IS_CORE=1 fi # some directories THIS_DIR=`dirname "$THIS"` MAHOUT_HOME=`cd "$THIS_DIR/.." ; pwd` # some Java parameters if [ "$MAHOUT_JAVA_HOME" != "" ]; then #echo "run java in $MAHOUT_JAVA_HOME" JAVA_HOME=$MAHOUT_JAVA_HOME fi if [ "$JAVA_HOME" = "" ]; then echo "Error: JAVA_HOME is not set." exit 1 fi JAVA=$JAVA_HOME/bin/java JAVA_HEAP_MAX=-Xmx3g # check envvars which might override default args if [ "$MAHOUT_HEAPSIZE" != "" ]; then #echo "run with heapsize $MAHOUT_HEAPSIZE" JAVA_HEAP_MAX="-Xmx""$MAHOUT_HEAPSIZE""m" #echo $JAVA_HEAP_MAX fi if [ "x$MAHOUT_CONF_DIR" = "x" ]; then if [ -d $MAHOUT_HOME/src/conf ]; then MAHOUT_CONF_DIR=$MAHOUT_HOME/src/conf else if [ -d $MAHOUT_HOME/conf ]; then MAHOUT_CONF_DIR=$MAHOUT_HOME/conf else echo No MAHOUT_CONF_DIR found fi fi fi # CLASSPATH initially contains $MAHOUT_CONF_DIR, or defaults to $MAHOUT_HOME/src/conf CLASSPATH=${CLASSPATH}:$MAHOUT_CONF_DIR if [ "$MAHOUT_LOCAL" != "" ]; then echo "MAHOUT_LOCAL is set, so we don't add HADOOP_CONF_DIR to classpath." elif [ -n "$HADOOP_CONF_DIR" ] ; then echo "MAHOUT_LOCAL is not set; adding HADOOP_CONF_DIR to classpath." CLASSPATH=${CLASSPATH}:$HADOOP_CONF_DIR fi CLASSPATH=${CLASSPATH}:$JAVA_HOME/lib/tools.jar # so that filenames w/ spaces are handled correctly in loops below IFS= if [ $IS_CORE == 0 ] then # add release dependencies to CLASSPATH for f in $MAHOUT_HOME/mahout-*.jar; do CLASSPATH=${CLASSPATH}:$f; done # add dev targets if they exist for f in $MAHOUT_HOME/examples/target/mahout-examples-*-job.jar $MAHOUT_HOME/mahout-examples-*-job.jar ; do CLASSPATH=${CLASSPATH}:$f; done # add release dependencies to CLASSPATH for f in $MAHOUT_HOME/lib/*.jar; do CLASSPATH=${CLASSPATH}:$f; done else CLASSPATH=${CLASSPATH}:$MAHOUT_HOME/math/target/classes CLASSPATH=${CLASSPATH}:$MAHOUT_HOME/core/target/classes CLASSPATH=${CLASSPATH}:$MAHOUT_HOME/integration/target/classes CLASSPATH=${CLASSPATH}:$MAHOUT_HOME/examples/target/classes #CLASSPATH=${CLASSPATH}:$MAHOUT_HOME/core/src/main/resources fi # add development dependencies to CLASSPATH for f in $MAHOUT_HOME/examples/target/dependency/*.jar; do CLASSPATH=${CLASSPATH}:$f; done # cygwin path translation if $cygwin; then CLASSPATH=`cygpath -p -w "$CLASSPATH"` fi # restore ordinary behaviour unset IFS # default log directory & file if [ "$MAHOUT_LOG_DIR" = "" ]; then MAHOUT_LOG_DIR="$MAHOUT_HOME/logs" fi if [ "$MAHOUT_LOGFILE" = "" ]; then MAHOUT_LOGFILE='mahout.log' fi #Fix log path under cygwin if $cygwin; then MAHOUT_LOG_DIR=`cygpath -p -w "$MAHOUT_LOG_DIR"` fi MAHOUT_OPTS="$MAHOUT_OPTS -Dhadoop.log.dir=$MAHOUT_LOG_DIR" MAHOUT_OPTS="$MAHOUT_OPTS -Dhadoop.log.file=$MAHOUT_LOGFILE" MAHOUT_OPTS="$MAHOUT_OPTS -Dmapred.min.split.size=512MB" MAHOUT_OPTS="$MAHOUT_OPTS -Dmapred.map.child.java.opts=-Xmx4096m" MAHOUT_OPTS="$MAHOUT_OPTS -Dmapred.reduce.child.java.opts=-Xmx4096m" MAHOUT_OPTS="$MAHOUT_OPTS -Dmapred.output.compress=true" MAHOUT_OPTS="$MAHOUT_OPTS -Dmapred.compress.map.output=true" MAHOUT_OPTS="$MAHOUT_OPTS -Dmapred.map.tasks=1" MAHOUT_OPTS="$MAHOUT_OPTS -Dmapred.reduce.tasks=1" MAHOUT_OPTS="$MAHOUT_OPTS -Dio.sort.factor=30" MAHOUT_OPTS="$MAHOUT_OPTS -Dio.sort.mb=1024" MAHOUT_OPTS="$MAHOUT_OPTS -Dio.file.buffer.size=32786" if [ "x$JAVA_LIBRARY_PATH" != "x" ]; then MAHOUT_OPTS="$MAHOUT_OPTS -Djava.library.path=$JAVA_LIBRARY_PATH" fi CLASS=org.apache.mahout.driver.MahoutDriver for f in $MAHOUT_HOME/examples/target/mahout-examples-*-job.jar $MAHOUT_HOME/mahout-examples-*-job.jar ; do if [ -e "$f" ]; then MAHOUT_JOB=$f fi done # run it HADOOP_BINARY=$(PATH="${HADOOP_HOME:-${HADOOP_PREFIX}}/bin:$PATH" which hadoop 2>/dev/null) if [ -x "$HADOOP_BINARY" ] ; then HADOOP_BINARY_CLASSPATH=$("$HADOOP_BINARY" classpath) fi if [ ! -x "$HADOOP_BINARY" ] || [ "$MAHOUT_LOCAL" != "" ] ; then if [ ! -x "$HADOOP_BINARY" ] ; then echo "hadoop binary is not in PATH,HADOOP_HOME/bin,HADOOP_PREFIX/bin, running locally" elif [ "$MAHOUT_LOCAL" != "" ] ; then echo "MAHOUT_LOCAL is set, running locally" fi CLASSPATH="${CLASSPATH}:${MAHOUT_HOME}/lib/hadoop/*" case $1 in (classpath) echo $CLASSPATH ;; (*) exec "$JAVA" $JAVA_HEAP_MAX $MAHOUT_OPTS -classpath "$CLASSPATH" $CLASS "$@" esac else echo "Running on hadoop, using $HADOOP_BINARY and HADOOP_CONF_DIR=$HADOOP_CONF_DIR" if [ "$MAHOUT_JOB" = "" ] ; then echo "ERROR: Could not find mahout-examples-*.job in $MAHOUT_HOME or $MAHOUT_HOME/examples/target, please run 'mvn install' to create the .job file" exit 1 else case "$1" in (hadoop) shift export HADOOP_CLASSPATH=$MAHOUT_CONF_DIR:${HADOOP_CLASSPATH}:$CLASSPATH exec "$HADOOP_BINARY" "$@" ;; (classpath) echo $CLASSPATH ;; (*) echo "MAHOUT-JOB: $MAHOUT_JOB" export HADOOP_CLASSPATH=$MAHOUT_CONF_DIR:${HADOOP_CLASSPATH} exec "$HADOOP_BINARY" jar $MAHOUT_JOB $CLASS "$@" esac fi fi