I want to combine MongoDB with Hadoop. What I found is Mongo-Hadoop Connector. However I could not find complete document about this example.
There are four files in mongo-hadoop/examples/sensors
, build
, run_job.sh
, src
, testdata_generator.js
, respectively. I imported data to MongoDB by using testdata_generator.js
, and the dbs is demo
. When I try to run run_job.sh
, there has an exception:
MongoDB shell version: 2.6.1
connecting to: demo
false
Exception in thread "main" java.lang.ClassNotFoundException: -D
at java.net.URLClassLoader$1.run(URLClassLoader.java:202)
at java.security.AccessController.doPrivileged(Native Method)
at java.net.URLClassLoader.findClass(URLClassLoader.java:190)
at java.lang.ClassLoader.loadClass(ClassLoader.java:306)
at java.lang.ClassLoader.loadClass(ClassLoader.java:247)
at java.lang.Class.forName0(Native Method)
at java.lang.Class.forName(Class.java:249)
at org.apache.hadoop.util.RunJar.main(RunJar.java:205)
run_job.sh
#!/bin/sh
mongo demo --eval "db.logs_aggregate.drop()"
#Set your HADOOP_HOME directory here.
#export HADOOP_HOME="/Users/mike/hadoop/hadoop-2.0.0-cdh4.3.0"
export HADOOP_HOME="/home/hduser/hadoop"
#FIRST PASS - map all the devices into an output collection
declare -a job1_args
job1_args=("jar" "`pwd`/build/libs/sensors-1.2.1-SNAPSHOT-hadoop_2.2.jar")
#job1_args=(${job1_args[@]} "com.mongodb.hadoop.examples.sensors.Devices")
job1_args=(${job1_args[@]} "-D" "mongo.job.input.format=com.mongodb.hadoop.MongoInputFormat")
job1_args=(${job1_args[@]} "-D" "mongo.input.uri=mongodb://localhost:27017/demo.devices")
job1_args=(${job1_args[@]} "-D" "mongo.job.mapper=com.mongodb.hadoop.examples.sensors.DeviceMapper")
job1_args=(${job1_args[@]} "-D" "mongo.job.reducer=com.mongodb.hadoop.examples.sensors.DeviceReducer")
job1_args=(${job1_args[@]} "-D" "mongo.job.output.key=org.apache.hadoop.io.Text")
job1_args=(${job1_args[@]} "-D" "mongo.job.output.value=org.apache.hadoop.io.Text")
job1_args=(${job1_args[@]} "-D" "mongo.output.uri=mongodb://localhost:27017/demo.logs_aggregate")
job1_args=(${job1_args[@]} "-D" "mongo.job.output.format=com.mongodb.hadoop.MongoOutputFormat")
$HADOOP_HOME/bin/hadoop "${job1_args[@]}" "$1"
I can run basic Map/Reduce example in my computer, but this problem bothers me many days...
I also posted this questions on stackoverflow: http://stackoverflow.com/questions/24131808/how-to-execute-the-sensor-logs-example-of-mongo-hadoop-connector
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