blob: 997e642d4f8536cc960df2664e5297c67d67460f [file] [log] [blame]
/**
* 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.
*/
package org.apache.storm.starter.streams;
import org.apache.storm.Config;
import org.apache.storm.StormSubmitter;
import org.apache.storm.redis.bolt.RedisStoreBolt;
import org.apache.storm.redis.common.config.JedisPoolConfig;
import org.apache.storm.redis.common.mapper.RedisDataTypeDescription;
import org.apache.storm.redis.common.mapper.RedisStoreMapper;
import org.apache.storm.streams.Pair;
import org.apache.storm.streams.StreamBuilder;
import org.apache.storm.streams.operations.mappers.ValueMapper;
import org.apache.storm.testing.TestWordSpout;
import org.apache.storm.topology.IRichBolt;
import org.apache.storm.tuple.ITuple;
/**
* An example that computes word counts and finally emits the results to an
* external bolt (sink).
*/
public class WordCountToBolt {
public static void main(String[] args) throws Exception {
StreamBuilder builder = new StreamBuilder();
// Redis config parameters for the RedisStoreBolt
JedisPoolConfig poolConfig = new JedisPoolConfig.Builder()
.setHost("127.0.0.1").setPort(6379).build();
// Storm tuple to redis key-value mapper
RedisStoreMapper storeMapper = new WordCountStoreMapper();
// The redis bolt (sink)
IRichBolt redisStoreBolt = new RedisStoreBolt(poolConfig, storeMapper);
// A stream of words
builder.newStream(new TestWordSpout(), new ValueMapper<String>(0))
/*
* create a stream of (word, 1) pairs
*/
.mapToPair(w -> Pair.of(w, 1))
/*
* aggregate the count
*/
.countByKey()
/*
* The result of aggregation is forwarded to
* the RedisStoreBolt. The forwarded tuple is a
* key-value pair of (word, count) with ("key", "value")
* being the field names.
*/
.to(redisStoreBolt);
Config config = new Config();
String topoName = "test";
if (args.length > 0) {
topoName = args[0];
}
config.setNumWorkers(1);
StormSubmitter.submitTopologyWithProgressBar(topoName, config, builder.build());
}
// Maps a storm tuple to redis key and value
private static class WordCountStoreMapper implements RedisStoreMapper {
private final RedisDataTypeDescription description;
private final String hashKey = "wordCount";
WordCountStoreMapper() {
description = new RedisDataTypeDescription(RedisDataTypeDescription.RedisDataType.HASH, hashKey);
}
@Override
public RedisDataTypeDescription getDataTypeDescription() {
return description;
}
@Override
public String getKeyFromTuple(ITuple tuple) {
return tuple.getStringByField("key");
}
@Override
public String getValueFromTuple(ITuple tuple) {
return String.valueOf(tuple.getLongByField("value"));
}
}
}