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MRJob is a Python package that helps you write and run Hadoop Streaming jobs. Here's a simple example: ` ` ` python from mrjob.job import
MRJob is a Python package that helps you write and run Hadoop Streaming jobs. Here's a simple example:
python
from mrjob.job import MRJob
class MRWordFrequencyCountMRJob:
def mapperself line:
words line.split
for word in words:
yield word
def reducerself key, values:
yield key sumvalues
if namemain:
MRWordFrequencyCount.run
This is a simple MapReduce job that counts the frequency of words. To run this script on multiple input files, you would use the command line like so:
bash
python mrjobscript.py inputtxt inputtxt inputtxt
Or to run it on all files in a directory:
bash
python mrjobscript.py directory
This will process all the files in the specified directories. The input files are specified as arguments when running the MRJob script.
Please replace mrjobscript.py with the name of your Python script, and inputtxtinputtxtinputtxt and directory with your actual file names or directories.
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