littlegreenmouse / mapreduce

MapReduce parctice.

MapReduce

MapReduce parctice.

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WordCount

A counter to count differernt word and its number.

How to run?

• Set classpath according to reference document
• Compile them

  javac *.java

• Pack them into a jar

  jar cvf WordCount.jar *.class

• Upload input file to HDFS

  hadoop fs -mkdir -p /input/WordCount
  hadoop fs -put input_file.txt /input/WordCount

• Create a output path(If already exists, skip to next step)

  hadoop fs -mkdir /output

• Run it

  hadoop jar WordCount.jar WordCount /input/WordCount /output/WordCount

• Cat or download output file

  hadoop fs -cat /output/WordCount/part-r-00000
  hadoop fs -get /output/WordCount/part-r-00000 result.txt

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MeanScore

Calculate mean score from student transcript by studnet and by subject

StudentMean

How to run?

• Set classpath according to reference document
• Compile them

  javac StudentMean\*.java

• Pack them into a jar

  jar cvf StudentMean.jar StudentMean\*.class

• Upload input file to HDFS

  hadoop fs -mkdir -p /input/ScoreMean
  hadoop fs -put student_transcript.txt /input/ScoreMean

• Create a output path(If already exists, skip to next step)

  hadoop fs -mkdir /output

• Run it

  hadoop jar StudentMean.jar StudentMean.StudentMean /input/ScoreMean /output/StudentMean

• Cat or download output file

  hadoop fs -cat /output/StudentMean/part-r-00000
  hadoop fs -get /output/StudentMean/part-r-00000 StudentMean.txt

SubjectMean

How to run?

• Set classpath according to reference document
• Compile them

  javac SubjectMean\*.java

• Pack them into a jar

  jar cvf SubjectMean.jar SubjectMean\*.class

• Upload input file to HDFS(If already exists, skip to next step)

  hadoop fs -mkdir -p /input/ScoreMean
  hadoop fs -put student_transcript.txt /input/ScoreMean

• Create a output path(If already exists, skip to next step)

  hadoop fs -mkdir /output

• Run it

  hadoop jar SubjectMean.jar SubjectMean.SubjectMean /input/ScoreMean /output/SubjectMean

• Cat or download output file

  hadoop fs -cat /output/SubjectMean/part-r-00000
  hadoop fs -get /output/SubjectMean/part-r-00000 SubjectMean.txt

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GrandchildGrandparent

Input a child-parent file, find all grandchild-grandparent. Suppose there is no same name

How to run?

• Set classpath according to reference document
• Compile them

  javac *.java

• Pack them into a jar

  jar cvf GrandchildGrandparent.jar *.class

• Upload input file to HDFS

  hadoop fs -mkdir -p /input/GrandchildGrandparent
  hadoop fs -put child-parent.txt /input/GrandchildGrandparent

• Create a output path(If already exists, skip to next step)

  hadoop fs -mkdir /output

• Run it

  hadoop jar SubjectMean.jar SubjectMean.SubjectMean /input/ScoreMean /output/SubjectMean

• Cat or download output file

  hadoop fs -cat /output/GrandchildGrandparent/part-r-00000
  hadoop fs -get /output/GrandchildGrandparent/part-r-00000 GrandchildGrandparent.txt

mapreduce's Issues

MapReduce

MapReduce practice.

• WordCount
• MeanScore
• GrandchildGrandparent