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實作五 Lab5

MapReduce 基本指令操作
Basic Commands of Hadoop MapReduce

Sample 1 : WordCount

• 如名稱，WordCount會對所有的字作字數統計，並且從a-z作排列
  WordCount example will count each word shown in documents and sorting from a to z.

  ~$ hadoop fs -put ${HOME}/hadoop/conf lab11_input
  ~$ hadoop fs -rmr lab11_out2
  ~$ hadoop jar ${HOME}/hadoop/hadoop-examples-*.jar wordcount lab11_input lab11_out2
  

• 檢查輸出結果的方法同之前方法
  Let's check the computed result of wordcount from HDFS :

  ~$ hadoop fs -ls lab11_out2
  ~$ hadoop fs -cat lab11_out2/part-r-00000 
  

• 結果如下
  You should see results like this:

  "".	4
  "*"	9
  "127.0.0.1"	3
  "AS	2
  "License");	2
  "_logs/history/"	1
  "alice,bob	9
  
  ( ... skip ... )
  

Sample 2: grep

• grep 這個命令是擷取文件裡面特定的字元，在Hadoop example中此指令可以擷取文件中有此指定文字的字串，並作計數統計
  grep is a command to extract specific characters in documents. In hadoop examples, you can use this command to extract strings match the regular expression and count for matched strings.

  ~$ hadoop fs -ls lab11_input
  ~$ hadoop jar ${HOME}/hadoop/hadoop-examples-*.jar grep lab11_input lab11_out3 'dfs[a-z.]+' 
  

• 運作的畫面如下：
  You should see procedure like this:

  11/04/19 10:00:20 INFO mapred.FileInputFormat: Total input paths to process : 25
  11/04/19 10:00:20 INFO mapred.JobClient: Running job: job_201104120101_0645
  11/04/19 10:00:21 INFO mapred.JobClient:  map 0% reduce 0%
  ( ... skip ... )
  

• 接著查看結果
  Let's check the computed result of grep from HDFS :

  ~$ hadoop fs -ls lab11_out3
  ~$ hadoop fs -cat lab11_out3/part-00000 
  

• 結果如下
  You should see results like this:

  4	dfs.permissions
  4	dfs.replication
  4	dfs.name.dir
  3	dfs.namenode.decommission.interval.
  3	dfs.namenode.decommission.nodes.per.interval
  3	dfs.
  ( ... skip ... )
  

More Examples

可執行的指令一覽表：
Here is a list of hadoop examples :

aggregatewordcount	An Aggregate based map/reduce program that counts the words in the input files.
aggregatewordhist	An Aggregate based map/reduce program that computes the histogram of the words in the input files.
grep	A map/reduce program that counts the matches of a regex in the input.
join	A job that effects a join over sorted, equally partitioned datasets
multifilewc	A job that counts words from several files.
pentomino	A map/reduce tile laying program to find solutions to pentomino problems.
pi	A map/reduce program that estimates Pi using monte-carlo method.
randomtextwriter	A map/reduce program that writes 10GB of random textual data per node.
randomwriter	A map/reduce program that writes 10GB of random data per node.
sleep	A job that sleeps at each map and reduce task.
sort	A map/reduce program that sorts the data written by the random writer.
sudoku	A sudoku solver.
wordcount	A map/reduce program that counts the words in the input files.

You could find more detail at ​org.apache.hadoop.examples