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Example 6 with TridentState

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

the class WordCountTridentRedisMap method buildTopology.

public static StormTopology buildTopology(String redisHost, Integer redisPort) {
    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);
    JedisPoolConfig poolConfig = new JedisPoolConfig.Builder().setHost(redisHost).setPort(redisPort).build();
    RedisDataTypeDescription dataTypeDescription = new RedisDataTypeDescription(RedisDataTypeDescription.RedisDataType.HASH, "test");
    StateFactory factory = RedisMapState.transactional(poolConfig, 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) Values(org.apache.storm.tuple.Values) Sum(org.apache.storm.trident.operation.builtin.Sum) MapGet(org.apache.storm.trident.operation.builtin.MapGet) JedisPoolConfig(org.apache.storm.redis.common.config.JedisPoolConfig) 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)

Example 7 with TridentState

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

the class WordCountTridentMap method buildTopology.

public static StormTopology buildTopology(String url, String collectionName) {
    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);
    MongoMapper mapper = new SimpleMongoMapper().withFields("word", "count");
    MongoMapState.Options options = new MongoMapState.Options();
    options.url = url;
    options.collectionName = collectionName;
    options.mapper = mapper;
    QueryFilterCreator filterCreator = new SimpleQueryFilterCreator().withField("word");
    options.queryCreator = filterCreator;
    StateFactory factory = MongoMapState.transactional(options);
    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 : MongoMapState(org.apache.storm.mongodb.trident.state.MongoMapState) TridentState(org.apache.storm.trident.TridentState) Values(org.apache.storm.tuple.Values) Sum(org.apache.storm.trident.operation.builtin.Sum) MapGet(org.apache.storm.trident.operation.builtin.MapGet) SimpleQueryFilterCreator(org.apache.storm.mongodb.common.SimpleQueryFilterCreator) QueryFilterCreator(org.apache.storm.mongodb.common.QueryFilterCreator) SimpleQueryFilterCreator(org.apache.storm.mongodb.common.SimpleQueryFilterCreator) FixedBatchSpout(org.apache.storm.trident.testing.FixedBatchSpout) Fields(org.apache.storm.tuple.Fields) SimpleMongoMapper(org.apache.storm.mongodb.common.mapper.SimpleMongoMapper) MongoMapper(org.apache.storm.mongodb.common.mapper.MongoMapper) StateFactory(org.apache.storm.trident.state.StateFactory) TridentTopology(org.apache.storm.trident.TridentTopology) Stream(org.apache.storm.trident.Stream) SimpleMongoMapper(org.apache.storm.mongodb.common.mapper.SimpleMongoMapper)

Example 8 with TridentState

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

the class OpaqueTridentEventCount method buildTopology.

@Override
protected StormTopology buildTopology(EventHubSpout eventHubSpout) {
    TridentTopology topology = new TridentTopology();
    OpaqueTridentEventHubSpout spout = new OpaqueTridentEventHubSpout(spoutConfig);
    TridentState state = topology.newStream("stream-" + spoutConfig.getTopologyName(), spout).parallelismHint(spoutConfig.getPartitionCount()).aggregate(new Count(), new Fields("partial-count")).persistentAggregate(new MemoryMapState.Factory(), new Fields("partial-count"), new Sum(), new Fields("count"));
    state.newValuesStream().each(new Fields("count"), new LoggingFilter("got count: ", 10000));
    return topology.build();
}
Also used : Fields(org.apache.storm.tuple.Fields) TridentTopology(org.apache.storm.trident.TridentTopology) OpaqueTridentEventHubSpout(org.apache.storm.eventhubs.trident.OpaqueTridentEventHubSpout) TridentState(org.apache.storm.trident.TridentState) MemoryMapState(org.apache.storm.trident.testing.MemoryMapState) LoggingFilter(org.apache.storm.eventhubs.samples.TransactionalTridentEventCount.LoggingFilter) Sum(org.apache.storm.trident.operation.builtin.Sum) Count(org.apache.storm.trident.operation.builtin.Count)

Example 9 with TridentState

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

the class TridentFileTopology method buildTopology.

public static StormTopology buildTopology(String hdfsUrl) {
    FixedBatchSpout spout = new FixedBatchSpout(new Fields("sentence", "key"), 1000, new Values("the cow jumped over the moon", 1L), new Values("the man went to the store and bought some candy", 2L), new Values("four score and seven years ago", 3L), new Values("how many apples can you eat", 4L), new Values("to be or not to be the person", 5L));
    spout.setCycle(true);
    TridentTopology topology = new TridentTopology();
    Stream stream = topology.newStream("spout1", spout);
    Fields hdfsFields = new Fields("sentence", "key");
    FileNameFormat fileNameFormat = new DefaultFileNameFormat().withPath("/tmp/trident").withPrefix("trident").withExtension(".txt");
    RecordFormat recordFormat = new DelimitedRecordFormat().withFields(hdfsFields);
    FileRotationPolicy rotationPolicy = new FileSizeRotationPolicy(5.0f, FileSizeRotationPolicy.Units.MB);
    HdfsState.Options options = new HdfsState.HdfsFileOptions().withFileNameFormat(fileNameFormat).withRecordFormat(recordFormat).withRotationPolicy(rotationPolicy).withFsUrl(hdfsUrl).withConfigKey("hdfs.config");
    StateFactory factory = new HdfsStateFactory().withOptions(options);
    TridentState state = stream.partitionPersist(factory, hdfsFields, new HdfsUpdater(), new Fields());
    return topology.build();
}
Also used : DelimitedRecordFormat(org.apache.storm.hdfs.trident.format.DelimitedRecordFormat) TridentState(org.apache.storm.trident.TridentState) DelimitedRecordFormat(org.apache.storm.hdfs.trident.format.DelimitedRecordFormat) RecordFormat(org.apache.storm.hdfs.trident.format.RecordFormat) Values(org.apache.storm.tuple.Values) FileNameFormat(org.apache.storm.hdfs.trident.format.FileNameFormat) DefaultFileNameFormat(org.apache.storm.hdfs.trident.format.DefaultFileNameFormat) FileRotationPolicy(org.apache.storm.hdfs.trident.rotation.FileRotationPolicy) DefaultFileNameFormat(org.apache.storm.hdfs.trident.format.DefaultFileNameFormat) Fields(org.apache.storm.tuple.Fields) StateFactory(org.apache.storm.trident.state.StateFactory) TridentTopology(org.apache.storm.trident.TridentTopology) FileInputStream(java.io.FileInputStream) Stream(org.apache.storm.trident.Stream) InputStream(java.io.InputStream) FileSizeRotationPolicy(org.apache.storm.hdfs.trident.rotation.FileSizeRotationPolicy)

Example 10 with TridentState

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

the class UserPersistenceTridentTopology 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)

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