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尝试使用压缩运行 mapreduce 作业

hadoop jar \
  /usr/lib/hadoop-mapreduce/hadoop-mapreduce-examples.jar \
  randomtextwriter \
  -Ddfs.replication=1 -Dmapreduce.output.fileoutputformat.compress=true -Dmapreduce.output.fileoutputformat.compress.codec=com.hadoop.compression.lzo.LzoCodec \
  /tmp/randomtextwriter

使用 parcels 将 lzo 分发到集群中的所有节点。即使那样我也遇到了以下错误

Getting below error 
Error: java.lang.IllegalArgumentException: Compression codec com.hadoop.compression.lzo.LzoCodec was not found.
        at org.apache.hadoop.mapreduce.lib.output.FileOutputFormat.getOutputCompressorClass(FileOutputFormat.java:140)
        at org.apache.hadoop.mapreduce.lib.output.SequenceFileOutputFormat.getSequenceWriter(SequenceFileOutputFormat.java:56)
        at org.apache.hadoop.mapreduce.lib.output.SequenceFileOutputFormat.getRecordWriter(SequenceFileOutputFormat.java:75)
        at org.apache.hadoop.mapred.MapTask$NewDirectOutputCollector.<init>(MapTask.java:659)
        at org.apache.hadoop.mapred.MapTask.runNewMapper(MapTask.java:779)
        at org.apache.hadoop.mapred.MapTask.run(MapTask.java:347)
        at org.apache.hadoop.mapred.YarnChild$2.run(YarnChild.java:174)
        at java.security.AccessController.doPrivileged(Native Method)
        at javax.security.auth.Subject.doAs(Subject.java:422)
        at org.apache.hadoop.security.UserGroupInformation.doAs(UserGroupInformation.java:1731)
        at org.apache.hadoop.mapred.YarnChild.main(YarnChild.java:168)
Caused by: java.lang.ClassNotFoundException: Class com.hadoop.compression.lzo.LzoCodec not found
        at org.apache.hadoop.conf.Configuration.getClassByName(Configuration.java:2409)
        at org.apache.hadoop.mapreduce.lib.output.FileOutputFormat.getOutputCompressorClass(FileOutputFormat.java:138)
        ... 10 more
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1 回答 1

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作为临时解决方案，您可以在 hadoop 类路径中手动添加 hadoop-lzo jar。

curl https://maven.twttr.com/com/hadoop/gplcompression/hadoop-lzo/0.4.19/hadoop-lzo-0.4.19.jar 

hadoop jar \ /usr/lib/hadoop-mapreduce/hadoop-mapreduce-examples.jar \ randomtextwriter \ -Ddfs.replication=1 -Dmapreduce.output.fileoutputformat.compress=true -Dmapreduce.output.fileoutputformat.compress.codec=com.hadoop.compression.lzo.LzoCodec \ /tmp/randomtextwriter --libjars hadoop-lzo-0.4.19.jar

请确保下载与您的 hadoop 版本兼容的 hadoop-lzo 版本。

于 2020-05-26T11:44:38.780 回答