I am coding mapreducer in python with mrjob libaries. I installed mrjob package but when i from mrjob.step import MRStep
it appear error :
from mrjob.step import MRStep
ImportError: No module named step
Anyone can help me? Thanks so much
I am coding mapreducer in python with mrjob libaries. I installed mrjob package but when i from mrjob.step import MRStep
it appear error :
from mrjob.step import MRStep
ImportError: No module named step
Anyone can help me? Thanks so much
Hi everyone I solved the issue, here is the working code for the word count. Essentially, a simple substitution worked for me.
from mrjob.job import MRJob import re
WORD_RE = re.compile(r"[\w']+")
class MRMostUsedWord(MRJob):
def mapper_get_words(self, _, line):
# yield each word in the line
for word in WORD_RE.findall(line):
yield (word.lower(), 1)
def combiner_count_words(self, word, counts):
# sum the words we've seen so far
yield (word, sum(counts))
def reducer_count_words(self, word, counts):
# send all (num_occurrences, word) pairs to the same reducer.
# num_occurrences is so we can easily use Python's max() function.
yield None, (sum(counts), word)
# discard the key; it is just None
def reducer_find_max_word(self, _, word_count_pairs):
# each item of word_count_pairs is (count, word),
# so yielding one results in key=counts, value=word
yield max(word_count_pairs)
def steps(self):
return [
self.mr(mapper=self.mapper_get_words,
combiner=self.combiner_count_words,
reducer=self.reducer_count_words),
self.mr(reducer=self.reducer_find_max_word)
]
if name == 'main': MRMostUsedWord.run()