I'm trying to use the Hadoop-LZO package (built using the steps here). Seems like everything worked successfully as I was able to convert my lzo files to indexed files via (this returns big_file.lzo.index
as expected):
hadoop jar /path/to/your/hadoop-lzo.jar com.hadoop.compression.lzo.LzoIndexer big_file.lzo
Then I go to use these files in my mapreduce jobs (with big_file.lzo.index
as the input):
import com.hadoop.mapreduce.LzoTextInputFormat;
....
Job jobConverter = new Job(conf, "conversion");
jobConverter.setJar("JsonConverter.jar");
jobConverter.setInputFormatClass(LzoTextInputFormat.class);
....
and I get the following error:
Exception in thread "main" java.lang.IncompatibleClassChangeError: Found interface org.apache.hadoop.mapreduce.JobContext, but class was expected
at com.hadoop.mapreduce.LzoTextInputFormat.listStatus(LzoTextInputFormat.java:62)
at org.apache.hadoop.mapreduce.lib.input.FileInputFormat.getSplits(FileInputFormat.java:389)
at com.hadoop.mapreduce.LzoTextInputFormat.getSplits(LzoTextInputFormat.java:101)
at org.apache.hadoop.mapreduce.JobSubmitter.writeNewSplits(JobSubmitter.java:304)
at org.apache.hadoop.mapreduce.JobSubmitter.writeSplits(JobSubmitter.java:321)
at org.apache.hadoop.mapreduce.JobSubmitter.submitJobInternal(JobSubmitter.java:199)
at org.apache.hadoop.mapreduce.Job$10.run(Job.java:1290)
at org.apache.hadoop.mapreduce.Job$10.run(Job.java:1287)
at java.security.AccessController.doPrivileged(Native Method)
at javax.security.auth.Subject.doAs(Subject.java:415)
at org.apache.hadoop.security.UserGroupInformation.doAs(UserGroupInformation.java:1595)
at org.apache.hadoop.mapreduce.Job.submit(Job.java:1287)
at org.apache.hadoop.mapreduce.Job.waitForCompletion(Job.java:1308)
at org.wwbp.JsonConverter.run(JsonConverter.java:116)
at org.apache.hadoop.util.ToolRunner.run(ToolRunner.java:70)
at org.wwbp.JsonConverter.main(JsonConverter.java:74)
at sun.reflect.NativeMethodAccessorImpl.invoke0(Native Method)
at sun.reflect.NativeMethodAccessorImpl.invoke(NativeMethodAccessorImpl.java:57)
at sun.reflect.DelegatingMethodAccessorImpl.invoke(DelegatingMethodAccessorImpl.java:43)
at java.lang.reflect.Method.invoke(Method.java:606)
at org.apache.hadoop.util.RunJar.run(RunJar.java:221)
at org.apache.hadoop.util.RunJar.main(RunJar.java:136)
I've seen other questions answering this and they say to re-build against Hadoop v2. So I redownloaded everything fro Github and ran
% hadoop version
Hadoop 2.7.0-mapr-1607
Compiled by root on 2016-07-18T07:56Z
Compiled with protoc 2.5.0
This command was run using /opt/mapr/hadoop/hadoop-2.7.0/share/hadoop/common/hadoop-common-2.7.0-mapr-1607.jar
% ant clean compile-native tar -Dhadoopversion=27
....
tar:
[tar] Building tar: ../jars/hadoop-lzo/build/hadoop-lzo-0.4.15.tar.gz
BUILD SUCCESSFUL
Total time: 15 seconds
When building my paths are as follows:
C_INCLUDE_PATH=../jars/lzo-2.09/include
LIBRARY_PATH=../jars/lzo-2.09/lib
JAVA_HOME=/usr/lib/jvm/java-7-openjdk-amd64
I'm really not sure what I am doing wrong. How do I get ant
to see Hadoop v2?
Edit 1: Possibly of note: when I run both my mapreduce job (calling LzoTextInputFormat.class
) and the lzo converter (on big_file.lzo
) my classpath is as follows
CLASS_PATH=/opt/mapr/hadoop/hadoop-2.7.0/etc/hadoop:/opt/mapr/hadoop/hadoop-2.7.0/share/hadoop/common/lib/*:/opt/mapr/hadoop/hadoop-2.7.0/share/hadoop/common/*:/opt/mapr/hadoop/hadoop-2.7.0/share/hadoop/hdfs:/opt/mapr/hadoop/hadoop-2.7.0/share/hadoop/hdfs/lib/*:/opt/mapr/hadoop/hadoop-2.7.0/share/hadoop/hdfs/*:/opt/mapr/hadoop/hadoop-2.7.0/share/hadoop/yarn/lib/*:/opt/mapr/hadoop/hadoop-2.7.0/share/hadoop/yarn/*:/opt/mapr/hadoop/hadoop-2.7.0/share/hadoop/mapreduce/lib/*:/opt/mapr/hadoop/hadoop-2.7.0/share/hadoop/mapreduce/*:/contrib/capacity-scheduler/*.jar:/opt/mapr/lib/kvstore*.jar:/opt/mapr/lib/libprotodefs*.jar:/opt/mapr/lib/baseutils*.jar:/opt/mapr/lib/maprutil*.jar:/opt/mapr/lib/json-20080701.jar:/opt/mapr/lib/flexjson-2.1.jar:/jars/hadoop-lzo-0.4.15/hadoop-lzo-0.4.15.jar
Edit 2: If I index the lzo file as follows (i.e. try to index via a mapreduce job with DistributedLzoIndexer
instead of LzoIndexer
) I get a similar error:
> hadoop jar /path/to/your/hadoop-lzo.jar com.hadoop.compression.lzo.DistributedLzoIndexer big_file.lzo
16/12/09 13:06:24 INFO mapreduce.Job: map 0% reduce 0%
16/12/09 13:06:29 INFO mapreduce.Job: Task Id : attempt_1472572940387_0370_m_000000_0, Status : FAILED
Error: Found interface org.apache.hadoop.mapreduce.TaskAttemptContext, but class was expected
No idea why the above isn't working so I started from scratch using this repo:
https://github.com/twitter/hadoop-lzo
instead of the one linked above and used maven to build instead of ant (using all of the same settings as above).