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[SPARK-5800] Streaming Docs. Change linked files according the selected language #4589
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Fix Streaming Programming Guide. Change files according the selected …
gasparms e92e6b8
Fix incoherence
gasparms 4d8785c
Remove throw exception
gasparms f527328
Improve example to look like scala example
gasparms ec202b0
Follow spark style guide
gasparms 7f37f89
More style changes
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115 changes: 115 additions & 0 deletions
115
examples/src/main/java/org/apache/spark/examples/streaming/JavaStatefulNetworkWordCount.java
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| Original file line number | Diff line number | Diff line change |
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| /* | ||
| * Licensed to the Apache Software Foundation (ASF) under one or more | ||
| * contributor license agreements. See the NOTICE file distributed with | ||
| * this work for additional information regarding copyright ownership. | ||
| * The ASF licenses this file to You under the Apache License, Version 2.0 | ||
| * (the "License"); you may not use this file except in compliance with | ||
| * the License. You may obtain a copy of the License at | ||
| * | ||
| * http://www.apache.org/licenses/LICENSE-2.0 | ||
| * | ||
| * Unless required by applicable law or agreed to in writing, software | ||
| * distributed under the License is distributed on an "AS IS" BASIS, | ||
| * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. | ||
| * See the License for the specific language governing permissions and | ||
| * limitations under the License. | ||
| */ | ||
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| package org.apache.spark.examples.streaming; | ||
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| import java.util.Arrays; | ||
| import java.util.List; | ||
| import java.util.regex.Pattern; | ||
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| import scala.Tuple2; | ||
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| import com.google.common.base.Optional; | ||
| import com.google.common.collect.Lists; | ||
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| import org.apache.spark.HashPartitioner; | ||
| import org.apache.spark.SparkConf; | ||
| import org.apache.spark.api.java.JavaPairRDD; | ||
| import org.apache.spark.api.java.StorageLevels; | ||
| import org.apache.spark.api.java.function.FlatMapFunction; | ||
| import org.apache.spark.api.java.function.Function2; | ||
| import org.apache.spark.api.java.function.PairFunction; | ||
| import org.apache.spark.streaming.Durations; | ||
| import org.apache.spark.streaming.api.java.JavaDStream; | ||
| import org.apache.spark.streaming.api.java.JavaPairDStream; | ||
| import org.apache.spark.streaming.api.java.JavaReceiverInputDStream; | ||
| import org.apache.spark.streaming.api.java.JavaStreamingContext; | ||
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| /** | ||
| * Counts words cumulatively in UTF8 encoded, '\n' delimited text received from the network every | ||
| * second starting with initial value of word count. | ||
| * Usage: JavaStatefulNetworkWordCount <hostname> <port> | ||
| * <hostname> and <port> describe the TCP server that Spark Streaming would connect to receive | ||
| * data. | ||
| * <p/> | ||
| * To run this on your local machine, you need to first run a Netcat server | ||
| * `$ nc -lk 9999` | ||
| * and then run the example | ||
| * `$ bin/run-example | ||
| * org.apache.spark.examples.streaming.JavaStatefulNetworkWordCount localhost 9999` | ||
| */ | ||
| public class JavaStatefulNetworkWordCount { | ||
| private static final Pattern SPACE = Pattern.compile(" "); | ||
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| public static void main(String[] args) { | ||
| if (args.length < 2) { | ||
| System.err.println("Usage: JavaStatefulNetworkWordCount <hostname> <port>"); | ||
| System.exit(1); | ||
| } | ||
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| StreamingExamples.setStreamingLogLevels(); | ||
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| // Update the cumulative count function | ||
| final Function2<List<Integer>, Optional<Integer>, Optional<Integer>> updateFunction = new | ||
| Function2<List<Integer>, Optional<Integer>, Optional<Integer>>() { | ||
| @Override | ||
| public Optional<Integer> call(List<Integer> values, Optional<Integer> state) { | ||
| Integer newSum = state.or(0); | ||
| for (Integer value : values) { | ||
| newSum += value; | ||
| } | ||
| return Optional.of(newSum); | ||
| } | ||
| }; | ||
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| // Create the context with a 1 second batch size | ||
| SparkConf sparkConf = new SparkConf().setAppName("JavaStatefulNetworkWordCount"); | ||
| JavaStreamingContext ssc = new JavaStreamingContext(sparkConf, Durations.seconds(1)); | ||
| ssc.checkpoint("."); | ||
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| // Initial RDD input to updateStateByKey | ||
| JavaPairRDD<String, Integer> initialRDD = ssc.sc() | ||
| .parallelizePairs(Arrays.asList(new Tuple2<String, Integer>("hello", 1), new Tuple2<String, Integer> | ||
| ("world", 1))); | ||
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| JavaReceiverInputDStream<String> lines = ssc.socketTextStream( | ||
| args[0], Integer.parseInt(args[1]), StorageLevels.MEMORY_AND_DISK_SER_2); | ||
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| JavaDStream<String> words = lines.flatMap(new FlatMapFunction<String, String>() { | ||
| @Override | ||
| public Iterable<String> call(String x) { | ||
| return Lists.newArrayList(SPACE.split(x)); | ||
| } | ||
| }); | ||
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| JavaPairDStream<String, Integer> wordsDstream = words.mapToPair(new PairFunction<String, String, Integer>() { | ||
| @Override | ||
| public Tuple2<String, Integer> call(String s) { | ||
| return new Tuple2<String, Integer>(s, 1); | ||
| } | ||
| }); | ||
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| // This will give a Dstream made of state (which is the cumulative count of the words) | ||
| JavaPairDStream<String, Integer> stateDstream = wordsDstream.updateStateByKey(updateFunction, new | ||
| HashPartitioner(ssc.sc().defaultParallelism()), initialRDD); | ||
|
Member
There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. Same, it's weird to wrap after
Contributor
Author
There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. You're right. Done. |
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| stateDstream.print(); | ||
| ssc.start(); | ||
| ssc.awaitTermination(); | ||
| } | ||
| } | ||
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I think this line may be too long; Jenkins will tell you with the style checker, which you can run too. The wrapping is strange. I'd re-flow this so that you're not breaking a constructor and its args! Maybe pull out a variable for the list of tuples.