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Goodbye 1 |
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Bye 1 | ||
Hadoop 2 | ||
World 2 |
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Hello 2 |
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Hello World | ||
Bye World |
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Hello Hadoop | ||
Goodbye Hadoop |
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#!/usr/bin/env python3 | ||
"""Word count mapper.""" | ||
import sys | ||
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for line in sys.stdin: | ||
words = line.split() | ||
for word in words: | ||
print(f"{word}\t1") |
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#!/usr/bin/env python3 | ||
"""Word count reducer.""" | ||
import sys | ||
import itertools | ||
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def main(): | ||
"""Divide sorted lines into groups that share a key.""" | ||
for key, group in itertools.groupby(sys.stdin, keyfunc): | ||
reduce_one_group(key, group) | ||
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def keyfunc(line): | ||
"""Return the key from a TAB-delimited key-value pair.""" | ||
return line.partition("\t")[0] | ||
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def reduce_one_group(key, group): | ||
"""Reduce one group.""" | ||
word_count = 0 | ||
for line in group: | ||
count = line.partition("\t")[2] | ||
word_count += int(count) | ||
print(f"{key} {word_count}") | ||
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if __name__ == "__main__": | ||
main() |