Examples with Table org.apache.samza.table.Table used on opensource projects

Example 16 with Table

use of org.apache.samza.table.Table in project samza by apache.

the class TestLocalTableEndToEnd method testSendTo.

@Test
public void testSendTo() {
    MyMapFunction mapFn = new MyMapFunction();
    StreamApplication app = appDesc -> {
        Table<KV<Integer, Profile>> table = appDesc.getTable(new InMemoryTableDescriptor<>("t1", KVSerde.of(new IntegerSerde(), new ProfileJsonSerde())));
        DelegatingSystemDescriptor ksd = new DelegatingSystemDescriptor(SYSTEM_NAME);
        GenericInputDescriptor<Profile> isd = ksd.getInputDescriptor(PROFILE_STREAM, new NoOpSerde<>());
        appDesc.getInputStream(isd).map(mapFn).sendTo(table);
    };
    InMemorySystemDescriptor isd = new InMemorySystemDescriptor(SYSTEM_NAME);
    InMemoryInputDescriptor<Profile> profileStreamDesc = isd.getInputDescriptor(PROFILE_STREAM, new NoOpSerde<>());
    int numProfilesPerPartition = 10;
    int numInputPartitions = 4;
    Map<Integer, List<Profile>> inputProfiles = TestTableData.generatePartitionedProfiles(numProfilesPerPartition * numInputPartitions, numInputPartitions);
    TestRunner.of(app).addInputStream(profileStreamDesc, inputProfiles).run(Duration.ofSeconds(10));
    for (int i = 0; i < numInputPartitions; i++) {
        MyMapFunction mapFnCopy = MyMapFunction.getMapFunctionByTask(String.format("Partition %d", i));
        assertEquals(numProfilesPerPartition, mapFnCopy.received.size());
        mapFnCopy.received.forEach(p -> assertNotNull(mapFnCopy.table.get(p.getMemberId())));
    }
}

Example 17 with Table

use of org.apache.samza.table.Table in project samza by apache.

the class TestExecutionPlanner method createStreamGraphWithStreamTableJoin.

private StreamApplicationDescriptorImpl createStreamGraphWithStreamTableJoin() {
    /**
     * Example stream-table join app. Expected partition counts of intermediate streams introduced
     * by partitionBy operations are enclosed in quotes.
     *
     *    input2 (16) -> partitionBy ("32") -> send-to-table t
     *
     *                                      join-table t —————
     *                                       |                |
     *    input1 (64) -> partitionBy ("32") _|                |
     *                                                       join -> output1 (8)
     *                                                        |
     *                                      input3 (32) ——————
     */
    return new StreamApplicationDescriptorImpl(appDesc -> {
        MessageStream<KV<Object, Object>> messageStream1 = appDesc.getInputStream(input1Descriptor);
        MessageStream<KV<Object, Object>> messageStream2 = appDesc.getInputStream(input2Descriptor);
        MessageStream<KV<Object, Object>> messageStream3 = appDesc.getInputStream(input3Descriptor);
        OutputStream<KV<Object, Object>> output1 = appDesc.getOutputStream(output1Descriptor);
        TableDescriptor tableDescriptor = new TestLocalTableDescriptor.MockLocalTableDescriptor("table-id", new KVSerde(new StringSerde(), new StringSerde()));
        Table table = appDesc.getTable(tableDescriptor);
        messageStream2.partitionBy(m -> m.key, m -> m.value, mock(KVSerde.class), "p1").sendTo(table);
        messageStream1.partitionBy(m -> m.key, m -> m.value, mock(KVSerde.class), "p2").join(table, mock(StreamTableJoinFunction.class)).join(messageStream3, mock(JoinFunction.class), mock(Serde.class), mock(Serde.class), mock(Serde.class), Duration.ofHours(1), "j2").sendTo(output1);
    }, config);
}

Example 18 with Table

use of org.apache.samza.table.Table in project samza by apache.

the class TestExecutionPlanner method createStreamGraphWithInvalidStreamTableJoin.

private StreamApplicationDescriptorImpl createStreamGraphWithInvalidStreamTableJoin() {
    /**
     * Example stream-table join that is invalid due to disagreement in partition count
     * between the 2 input streams.
     *
     *    input1 (64) -> send-to-table t
     *
     *                   join-table t -> output1 (8)
     *                         |
     *    input2 (16) —————————
     */
    return new StreamApplicationDescriptorImpl(appDesc -> {
        MessageStream<KV<Object, Object>> messageStream1 = appDesc.getInputStream(input1Descriptor);
        MessageStream<KV<Object, Object>> messageStream2 = appDesc.getInputStream(input2Descriptor);
        OutputStream<KV<Object, Object>> output1 = appDesc.getOutputStream(output1Descriptor);
        TableDescriptor tableDescriptor = new TestLocalTableDescriptor.MockLocalTableDescriptor("table-id", new KVSerde(new StringSerde(), new StringSerde()));
        Table table = appDesc.getTable(tableDescriptor);
        messageStream1.sendTo(table);
        messageStream1.join(table, mock(StreamTableJoinFunction.class)).join(messageStream2, mock(JoinFunction.class), mock(Serde.class), mock(Serde.class), mock(Serde.class), Duration.ofHours(1), "j2").sendTo(output1);
    }, config);
}

Example 19 with Table

use of org.apache.samza.table.Table in project samza by apache.

the class TestExecutionPlanner method createStreamGraphWithStreamTableJoinAndSendToSameTable.

private StreamApplicationDescriptorImpl createStreamGraphWithStreamTableJoinAndSendToSameTable() {
    /**
     * A special example of stream-table join where a stream is joined with a table, and the result is
     * sent to the same table. This example is necessary to ensure {@link ExecutionPlanner} does not
     * get stuck traversing the virtual cycle between stream-table-join and send-to-table operator specs
     * indefinitely.
     *
     * The reason such virtual cycle is present is to support computing partitions of intermediate
     * streams participating in stream-table joins. Please, refer to SAMZA SEP-16 for more details.
     */
    return new StreamApplicationDescriptorImpl(appDesc -> {
        MessageStream<KV<Object, Object>> messageStream1 = appDesc.getInputStream(input1Descriptor);
        TableDescriptor tableDescriptor = new TestLocalTableDescriptor.MockLocalTableDescriptor("table-id", new KVSerde(new StringSerde(), new StringSerde()));
        Table table = appDesc.getTable(tableDescriptor);
        messageStream1.join(table, mock(StreamTableJoinFunction.class)).sendTo(table);
    }, config);
}