• pyflink统计单词


    import json
    import re
    import logging
    import sys
    from collections import Counter

    from pyflink.datastream import DataStream, StreamExecutionEnvironment
    from pyflink.datastream.functions import RuntimeContext, FlatMapFunction, MapFunction
    from pyflink.common.typeinfo import Types


    s_env = StreamExecutionEnvironment.get_execution_environment()
    data = DataStream(s_env._j_stream_execution_environment.socketTextStream('192.168.137.200', 8899))
        #data.print()
    def get_key():
            return '999'
    class LogEvent:
        world=None

        def __init__(self,world,count):
            self.world = world
            self.count = count
        def to_dict(self):
            return {
                "world": str(self.world),
                "count": str(self.count)

            }

    class MyMapFunction(FlatMapFunction):
        def open(self, runtime_context: RuntimeContext):
            pass
        def flat_map(self, raw_message):
            raw_message=raw_message.split('\s')
            word_counts = Counter(raw_message)
            print(word_counts)
            for word in word_counts: 
              word_counts = Counter(word)
            log_event = LogEvent(raw_message,word_counts)
            yield log_event.to_dict()

    data.flat_map(MyMapFunction()).print()
    s_env.execute('data')

    Counter({'a a bb a': 1})
    2> {'world': "['a a bb a']", 'count': "Counter({'a': 3, ' ': 3, 'b': 2})"}
    Counter({'a b a c a d c f d': 1})
    3> {'world': "['a b a c a d c f d']", 'count': "Counter({' ': 8, 'a': 3, 'c': 2, 'd': 2, 'b': 1, 'f': 1})"}

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  • 原文地址:https://blog.csdn.net/zhaoyangjian724/article/details/138034946