python - 先生工作 :- Display intermediate values in map reduce

Question

如何在使用 python MRJob 库运行 mapreduce 程序时在终端上显示中间值(即打印变量或列表)？

Answer 1

您可以使用 sys.stderr.write() 将结果输出到标准错误。这是一个例子:

from mrjob.job import MRJob
import sys
class MRWordCounter(MRJob):
    def mapper(self, key, line):
        sys.stderr.write("MAPPER INPUT: ({0},{1})\n".format(key,line))
        for word in line.split():
            yield word, 1

    def reducer(self, word, occurrences):
        occurencesList= list(occurrences)
        sys.stderr.write("REDUCER INPUT: ({0},{1})\n".format(word,occurencesList))
        yield word, sum(occurencesList)

if __name__ == '__main__':
    MRWordCounter.run()