I have written following code to stream data from Tweepy API. And I am getting data inside stream object. But unable to get streamp["user"]["followers_count"] but don't know how to get it. I also tried jsonLines = lines.flatMap(lambda json_str:json.loads(json_str)) but no help.
from __future__ import print_function
from pyspark import SparkContext
from pyspark.streaming import StreamingContext
import json
sc = SparkContext()
ssc = StreamingContext(sc, 10) #Slide Interval of 10 sec
socket_stream = ssc.socketTextStream("localhost",4444)
stream = socket_stream.window(30) #window length 30 sec
stream.pprint()
ssc.start()
ssc.awaitTermination()
stream.pprint() gives me following JSON.
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I am new to spark and already spent 3 days finding out how to get value from Nested JSON Inside DStream Object.
You can map the json string to a tuple of the values that you want to extract:
Output: