Version: 1.2.2

Storm Redis Integration

Storm/Trident integration for Redis

Storm-redis uses Jedis for Redis client.

Usage

How do I use it?

use it as a maven dependency:

<dependency>
    <groupId>org.apache.storm</groupId>
    <artifactId>storm-redis</artifactId>
    <version>${storm.version}</version>
    <type>jar</type>
</dependency>

For normal Bolt

Storm-redis provides basic Bolt implementations, RedisLookupBolt and RedisStoreBolt, and RedisFilterBolt.

As name represents its usage, RedisLookupBolt retrieves value from Redis using key, and RedisStoreBolt stores key / value to Redis, and RedisFilterBolt filters out tuple which key or field doesn't exist on Redis.

One tuple will be matched to one key / value pair, and you can define match pattern to TupleMapper.

You can also choose data type from RedisDataTypeDescription to use. Please refer RedisDataTypeDescription.RedisDataType to see what data types are supported. In some data types (hash and sorted set, and set if only RedisFilterBolt), it requires additional key and converted key from tuple becomes element.

These interfaces are combined with RedisLookupMapper and RedisStoreMapper and RedisFilterMapper which fit RedisLookupBolt and RedisStoreBolt, and RedisFilterBolt respectively. (When you want to implement RedisFilterMapper, be sure to set declareOutputFields() to declare same fields to input stream, since FilterBolt forwards input tuples when they exist on Redis.)

RedisLookupBolt example

class WordCountRedisLookupMapper implements RedisLookupMapper {
    private RedisDataTypeDescription description;
    private final String hashKey = "wordCount";

    public WordCountRedisLookupMapper() {
        description = new RedisDataTypeDescription(
                RedisDataTypeDescription.RedisDataType.HASH, hashKey);
    }

    @Override
    public List<Values> toTuple(ITuple input, Object value) {
        String member = getKeyFromTuple(input);
        List<Values> values = Lists.newArrayList();
        values.add(new Values(member, value));
        return values;
    }

    @Override
    public void declareOutputFields(OutputFieldsDeclarer declarer) {
        declarer.declare(new Fields("wordName", "count"));
    }

    @Override
    public RedisDataTypeDescription getDataTypeDescription() {
        return description;
    }

    @Override
    public String getKeyFromTuple(ITuple tuple) {
        return tuple.getStringByField("word");
    }

    @Override
    public String getValueFromTuple(ITuple tuple) {
        return null;
    }
}
JedisPoolConfig poolConfig = new JedisPoolConfig.Builder()
        .setHost(host).setPort(port).build();
RedisLookupMapper lookupMapper = new WordCountRedisLookupMapper();
RedisLookupBolt lookupBolt = new RedisLookupBolt(poolConfig, lookupMapper);

RedisFilterBolt example

class BlacklistWordFilterMapper implements RedisFilterMapper {
    private RedisDataTypeDescription description;
    private final String setKey = "blacklist";

    public BlacklistWordFilterMapper() {
        description = new RedisDataTypeDescription(
                RedisDataTypeDescription.RedisDataType.SET, setKey);
    }

    @Override
    public void declareOutputFields(OutputFieldsDeclarer declarer) {
        declarer.declare(new Fields("word", "count"));
    }

    @Override
    public RedisDataTypeDescription getDataTypeDescription() {
        return description;
    }

    @Override
    public String getKeyFromTuple(ITuple tuple) {
        return tuple.getStringByField("word");
    }

    @Override
    public String getValueFromTuple(ITuple tuple) {
        return null;
    }
}
JedisPoolConfig poolConfig = new JedisPoolConfig.Builder()
        .setHost(host).setPort(port).build();
RedisFilterMapper filterMapper = new BlacklistWordFilterMapper();
RedisFilterBolt filterBolt = new RedisFilterBolt(poolConfig, filterMapper);

RedisStoreBolt example

class WordCountStoreMapper implements RedisStoreMapper {
    private RedisDataTypeDescription description;
    private final String hashKey = "wordCount";

    public WordCountStoreMapper() {
        description = new RedisDataTypeDescription(
            RedisDataTypeDescription.RedisDataType.HASH, hashKey);
    }

    @Override
    public RedisDataTypeDescription getDataTypeDescription() {
        return description;
    }

    @Override
    public String getKeyFromTuple(ITuple tuple) {
        return tuple.getStringByField("word");
    }

    @Override
    public String getValueFromTuple(ITuple tuple) {
        return tuple.getStringByField("count");
    }
}
JedisPoolConfig poolConfig = new JedisPoolConfig.Builder()
                .setHost(host).setPort(port).build();
RedisStoreMapper storeMapper = new WordCountStoreMapper();
RedisStoreBolt storeBolt = new RedisStoreBolt(poolConfig, storeMapper);

For non-simple Bolt

If your scenario doesn't fit RedisStoreBolt and RedisLookupBolt, storm-redis also provides AbstractRedisBolt to let you extend and apply your business logic.

    public static class LookupWordTotalCountBolt extends AbstractRedisBolt {
        private static final Logger LOG = LoggerFactory.getLogger(LookupWordTotalCountBolt.class);
        private static final Random RANDOM = new Random();

        public LookupWordTotalCountBolt(JedisPoolConfig config) {
            super(config);
        }

        public LookupWordTotalCountBolt(JedisClusterConfig config) {
            super(config);
        }

        @Override
        public void execute(Tuple input) {
            JedisCommands jedisCommands = null;
            try {
                jedisCommands = getInstance();
                String wordName = input.getStringByField("word");
                String countStr = jedisCommands.get(wordName);
                if (countStr != null) {
                    int count = Integer.parseInt(countStr);
                    this.collector.emit(new Values(wordName, count));

                    // print lookup result with low probability
                    if(RANDOM.nextInt(1000) > 995) {
                        LOG.info("Lookup result - word : " + wordName + " / count : " + count);
                    }
                } else {
                    // skip
                    LOG.warn("Word not found in Redis - word : " + wordName);
                }
            } finally {
                if (jedisCommands != null) {
                    returnInstance(jedisCommands);
                }
                this.collector.ack(input);
            }
        }

        @Override
        public void declareOutputFields(OutputFieldsDeclarer declarer) {
            // wordName, count
            declarer.declare(new Fields("wordName", "count"));
        }
    }

Trident State usage

  1. RedisState and RedisMapState, which provide Jedis interface just for single redis.

  2. RedisClusterState and RedisClusterMapState, which provide JedisCluster interface, just for redis cluster.

RedisState

        JedisPoolConfig poolConfig = new JedisPoolConfig.Builder()
                                        .setHost(redisHost).setPort(redisPort)
                                        .build();
        RedisStoreMapper storeMapper = new WordCountStoreMapper();
        RedisLookupMapper lookupMapper = new WordCountLookupMapper();
        RedisState.Factory factory = new RedisState.Factory(poolConfig);

        TridentTopology topology = new TridentTopology();
        Stream stream = topology.newStream("spout1", spout);

        stream.partitionPersist(factory,
                                fields,
                                new RedisStateUpdater(storeMapper).withExpire(86400000),
                                new Fields());

        TridentState state = topology.newStaticState(factory);
        stream = stream.stateQuery(state, new Fields("word"),
                                new RedisStateQuerier(lookupMapper),
                                new Fields("columnName","columnValue"));

RedisClusterState

        Set<InetSocketAddress> nodes = new HashSet<InetSocketAddress>();
        for (String hostPort : redisHostPort.split(",")) {
            String[] host_port = hostPort.split(":");
            nodes.add(new InetSocketAddress(host_port[0], Integer.valueOf(host_port[1])));
        }
        JedisClusterConfig clusterConfig = new JedisClusterConfig.Builder().setNodes(nodes)
                                        .build();
        RedisStoreMapper storeMapper = new WordCountStoreMapper();
        RedisLookupMapper lookupMapper = new WordCountLookupMapper();
        RedisClusterState.Factory factory = new RedisClusterState.Factory(clusterConfig);

        TridentTopology topology = new TridentTopology();
        Stream stream = topology.newStream("spout1", spout);

        stream.partitionPersist(factory,
                                fields,
                                new RedisClusterStateUpdater(storeMapper).withExpire(86400000),
                                new Fields());

        TridentState state = topology.newStaticState(factory);
        stream = stream.stateQuery(state, new Fields("word"),
                                new RedisClusterStateQuerier(lookupMapper),
                                new Fields("columnName","columnValue"));