forked from p46318075/CodePattern
parent
fb95636bb1
commit
e993c23ed1
@ -1,37 +0,0 @@
|
||||
from functools import reduce
|
||||
from cppy.cp_util import *
|
||||
|
||||
#################################################
|
||||
# Functions for map reduce
|
||||
#################################################
|
||||
def partition(data_str, nlines):
|
||||
lines = data_str.split('\n')
|
||||
for i in range(0, len(lines), nlines):
|
||||
yield '\n'.join(lines[i:i+nlines])
|
||||
|
||||
def split_words(data_str):
|
||||
words = extract_str_words(data_str)
|
||||
return [ (w, 1) for w in words ]
|
||||
|
||||
def regroup(pairs_list):
|
||||
mapping = {}
|
||||
for pairs in pairs_list:
|
||||
for p in pairs:
|
||||
mapping[p[0]] = mapping.get(p[0], []) + [p]
|
||||
return mapping
|
||||
|
||||
def count_words(mapping):
|
||||
def add(x, y): return x+y
|
||||
return ( mapping[0],
|
||||
reduce(add, (pair[1] for pair in mapping[1]))
|
||||
)
|
||||
|
||||
def sort (word_freq):
|
||||
return sorted(word_freq, key=operator.itemgetter(1), reverse=True)
|
||||
|
||||
if __name__ == '__main__':
|
||||
data = read_file(testfilepath)
|
||||
splits = map(split_words, partition(data, 200))
|
||||
splits_per_word = regroup(splits)
|
||||
word_freqs = sort(map(count_words, splits_per_word.items()))
|
||||
print_word_freqs(word_freqs)
|
Loading…
Reference in new issue