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我想編寫一個Spark Streamin應用程序,該應用程序以隨機整數形式對數據流進行計數。這裏是星火應用程序,我寫道:Spark Streaming應用程序無法接收端口上的字符串
from pyspark import SparkContext
from pyspark.streaming import StreamingContext
sc = SparkContext("local[2]", "IntegerCount") # 2 threads, app name
ssc = StreamingContext(sc, 1) # sc, time interval for batch update.
nums = ssc.socketTextStream("localhost", 8000) # stream data from TCP; source, port
# create key,value pairs
tests = nums.map(lambda num: (int(num), 1))
# Count each integer in each batch
intCounts = tests.reduceByKey(lambda x, y: x + y)
# Print
intCounts.pprint()
ssc.start() # Start the computation
ssc.awaitTermination() # Wait for the computation to terminate
而且我服隨機數的8000端口與Server.py:
import socket
from random import randint
host = 'localhost'
port = 8000
address = (host, port)
server_socket = socket.socket(socket.AF_INET, socket.SOCK_STREAM)
server_socket.bind(address)
server_socket.listen(5)
print "Listening for client . . ."
conn, address = server_socket.accept()
print "Connected to client at ", address
#pick a large output buffer size because i dont necessarily know how big the incoming packet is
while True:
output = str(randint(0, 10))
conn.send(output)
當我運行Server.py和我的星火應用程序,連接成功建立。不過我看到一個空輸出就是這樣的:
Using Spark's default log4j profile: org/apache/spark/log4j-defaults.properties
Setting default log level to "WARN".
To adjust logging level use sc.setLogLevel(newLevel). For SparkR, use setLogLevel(newLevel).
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Time: 2017-07-16 22:36:11
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Time: 2017-07-16 22:36:12
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我不知道是什麼問題,請幫我理解一下是怎麼回事?
沒有人知道問題??? – fcgtyg