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Example 1 with TridentState

use of org.apache.storm.trident.TridentState in project storm by apache.

the class UserPersistanceTridentTopology method getTopology.

@Override
public StormTopology getTopology() {
    TridentTopology topology = new TridentTopology();
    JdbcState.Options options = new JdbcState.Options().withConnectionProvider(connectionProvider).withMapper(this.jdbcMapper).withJdbcLookupMapper(new SimpleJdbcLookupMapper(new Fields("dept_name"), Lists.newArrayList(new Column("user_id", Types.INTEGER)))).withTableName(TABLE_NAME).withSelectQuery(SELECT_QUERY);
    JdbcStateFactory jdbcStateFactory = new JdbcStateFactory(options);
    Stream stream = topology.newStream("userSpout", new UserSpout());
    TridentState state = topology.newStaticState(jdbcStateFactory);
    stream = stream.stateQuery(state, new Fields("user_id", "user_name", "create_date"), new JdbcQuery(), new Fields("dept_name"));
    stream.partitionPersist(jdbcStateFactory, new Fields("user_id", "user_name", "dept_name", "create_date"), new JdbcUpdater(), new Fields());
    return topology.build();
}
Also used : JdbcState(org.apache.storm.jdbc.trident.state.JdbcState) JdbcQuery(org.apache.storm.jdbc.trident.state.JdbcQuery) SimpleJdbcLookupMapper(org.apache.storm.jdbc.mapper.SimpleJdbcLookupMapper) UserSpout(org.apache.storm.jdbc.spout.UserSpout) Fields(org.apache.storm.tuple.Fields) TridentTopology(org.apache.storm.trident.TridentTopology) Column(org.apache.storm.jdbc.common.Column) TridentState(org.apache.storm.trident.TridentState) JdbcStateFactory(org.apache.storm.jdbc.trident.state.JdbcStateFactory) Stream(org.apache.storm.trident.Stream) JdbcUpdater(org.apache.storm.jdbc.trident.state.JdbcUpdater)

Example 2 with TridentState

use of org.apache.storm.trident.TridentState in project storm by apache.

the class TridentWordCount method buildTopology.

public static StormTopology buildTopology(LocalDRPC drpc) {
    FixedBatchSpout spout = new FixedBatchSpout(new Fields("sentence"), 3, new Values("the cow jumped over the moon"), new Values("the man went to the store and bought some candy"), new Values("four score and seven years ago"), new Values("how many apples can you eat"), new Values("to be or not to be the person"));
    spout.setCycle(true);
    TridentTopology topology = new TridentTopology();
    TridentState wordCounts = topology.newStream("spout1", spout).parallelismHint(16).each(new Fields("sentence"), new Split(), new Fields("word")).groupBy(new Fields("word")).persistentAggregate(new MemoryMapState.Factory(), new Count(), new Fields("count")).parallelismHint(16);
    topology.newDRPCStream("words", drpc).each(new Fields("args"), new Split(), new Fields("word")).groupBy(new Fields("word")).stateQuery(wordCounts, new Fields("word"), new MapGet(), new Fields("count")).each(new Fields("count"), new FilterNull()).project(new Fields("word", "count"));
    return topology.build();
}
Also used : FixedBatchSpout(org.apache.storm.trident.testing.FixedBatchSpout) FilterNull(org.apache.storm.trident.operation.builtin.FilterNull) Fields(org.apache.storm.tuple.Fields) TridentTopology(org.apache.storm.trident.TridentTopology) TridentState(org.apache.storm.trident.TridentState) Values(org.apache.storm.tuple.Values) MapGet(org.apache.storm.trident.operation.builtin.MapGet) Count(org.apache.storm.trident.operation.builtin.Count)

Example 3 with TridentState

use of org.apache.storm.trident.TridentState in project storm by apache.

the class TridentWordCount method buildTopology.

public static StormTopology buildTopology() {
    FixedBatchSpout spout = new FixedBatchSpout(new Fields("sentence"), 3, new Values("the cow jumped over the moon"), new Values("the man went to the store and bought some candy"), new Values("four score and seven years ago"), new Values("how many apples can you eat"), new Values("to be or not to be the person"));
    spout.setCycle(true);
    TridentTopology topology = new TridentTopology();
    TridentState wordCounts = topology.newStream("spout1", spout).parallelismHint(16).each(new Fields("sentence"), new Split(), new Fields("word")).groupBy(new Fields("word")).persistentAggregate(new MemoryMapState.Factory(), new Count(), new Fields("count")).parallelismHint(16);
    topology.newDRPCStream("words").each(new Fields("args"), new Split(), new Fields("word")).groupBy(new Fields("word")).stateQuery(wordCounts, new Fields("word"), new MapGet(), new Fields("count")).each(new Fields("count"), new FilterNull()).project(new Fields("word", "count"));
    return topology.build();
}
Also used : FixedBatchSpout(org.apache.storm.trident.testing.FixedBatchSpout) FilterNull(org.apache.storm.trident.operation.builtin.FilterNull) Fields(org.apache.storm.tuple.Fields) TridentTopology(org.apache.storm.trident.TridentTopology) TridentState(org.apache.storm.trident.TridentState) Values(org.apache.storm.tuple.Values) MapGet(org.apache.storm.trident.operation.builtin.MapGet) Count(org.apache.storm.trident.operation.builtin.Count)

Example 4 with TridentState

use of org.apache.storm.trident.TridentState in project storm by apache.

the class TridentReach method buildTopology.

public static StormTopology buildTopology() {
    TridentTopology topology = new TridentTopology();
    TridentState urlToTweeters = topology.newStaticState(new StaticSingleKeyMapState.Factory(TWEETERS_DB));
    TridentState tweetersToFollowers = topology.newStaticState(new StaticSingleKeyMapState.Factory(FOLLOWERS_DB));
    topology.newDRPCStream("reach").stateQuery(urlToTweeters, new Fields("args"), new MapGet(), new Fields("tweeters")).each(new Fields("tweeters"), new ExpandList(), new Fields("tweeter")).shuffle().stateQuery(tweetersToFollowers, new Fields("tweeter"), new MapGet(), new Fields("followers")).each(new Fields("followers"), new ExpandList(), new Fields("follower")).groupBy(new Fields("follower")).aggregate(new One(), new Fields("one")).aggregate(new Fields("one"), new Sum(), new Fields("reach"));
    return topology.build();
}
Also used : Fields(org.apache.storm.tuple.Fields) TridentTopology(org.apache.storm.trident.TridentTopology) TridentState(org.apache.storm.trident.TridentState) MapGet(org.apache.storm.trident.operation.builtin.MapGet) Sum(org.apache.storm.trident.operation.builtin.Sum)

Example 5 with TridentState

use of org.apache.storm.trident.TridentState in project storm by apache.

the class WordCountTridentRedisClusterMap method buildTopology.

public static StormTopology buildTopology(String redisHostPort) {
    Fields fields = new Fields("word", "count");
    FixedBatchSpout spout = new FixedBatchSpout(fields, 4, new Values("storm", 1), new Values("trident", 1), new Values("needs", 1), new Values("javadoc", 1));
    spout.setCycle(true);
    Set<InetSocketAddress> nodes = new HashSet<InetSocketAddress>();
    for (String hostPort : redisHostPort.split(",")) {
        String[] hostPortSplit = hostPort.split(":");
        nodes.add(new InetSocketAddress(hostPortSplit[0], Integer.valueOf(hostPortSplit[1])));
    }
    JedisClusterConfig clusterConfig = new JedisClusterConfig.Builder().setNodes(nodes).build();
    RedisDataTypeDescription dataTypeDescription = new RedisDataTypeDescription(RedisDataTypeDescription.RedisDataType.HASH, "test");
    StateFactory factory = RedisClusterMapState.transactional(clusterConfig, dataTypeDescription);
    TridentTopology topology = new TridentTopology();
    Stream stream = topology.newStream("spout1", spout);
    TridentState state = stream.groupBy(new Fields("word")).persistentAggregate(factory, new Fields("count"), new Sum(), new Fields("sum"));
    stream.stateQuery(state, new Fields("word"), new MapGet(), new Fields("sum")).each(new Fields("word", "sum"), new PrintFunction(), new Fields());
    return topology.build();
}
Also used : RedisDataTypeDescription(org.apache.storm.redis.common.mapper.RedisDataTypeDescription) TridentState(org.apache.storm.trident.TridentState) InetSocketAddress(java.net.InetSocketAddress) JedisClusterConfig(org.apache.storm.redis.common.config.JedisClusterConfig) Values(org.apache.storm.tuple.Values) Sum(org.apache.storm.trident.operation.builtin.Sum) MapGet(org.apache.storm.trident.operation.builtin.MapGet) FixedBatchSpout(org.apache.storm.trident.testing.FixedBatchSpout) Fields(org.apache.storm.tuple.Fields) StateFactory(org.apache.storm.trident.state.StateFactory) TridentTopology(org.apache.storm.trident.TridentTopology) Stream(org.apache.storm.trident.Stream) HashSet(java.util.HashSet)

Aggregations

TridentState (org.apache.storm.trident.TridentState)22 TridentTopology (org.apache.storm.trident.TridentTopology)22 Fields (org.apache.storm.tuple.Fields)22 Values (org.apache.storm.tuple.Values)14 Stream (org.apache.storm.trident.Stream)13 FixedBatchSpout (org.apache.storm.trident.testing.FixedBatchSpout)12 MapGet (org.apache.storm.trident.operation.builtin.MapGet)10 Sum (org.apache.storm.trident.operation.builtin.Sum)10 StateFactory (org.apache.storm.trident.state.StateFactory)9 Count (org.apache.storm.trident.operation.builtin.Count)7 FilterNull (org.apache.storm.trident.operation.builtin.FilterNull)5 FileInputStream (java.io.FileInputStream)2 InputStream (java.io.InputStream)2 InetSocketAddress (java.net.InetSocketAddress)2 HashSet (java.util.HashSet)2 DefaultFileNameFormat (org.apache.storm.hdfs.trident.format.DefaultFileNameFormat)2 FileNameFormat (org.apache.storm.hdfs.trident.format.FileNameFormat)2 FileRotationPolicy (org.apache.storm.hdfs.trident.rotation.FileRotationPolicy)2 FileSizeRotationPolicy (org.apache.storm.hdfs.trident.rotation.FileSizeRotationPolicy)2 Column (org.apache.storm.jdbc.common.Column)2