Kafka Streams 按复杂条件键加入

Question

I'm trying to join KStream with GlobalKTable by key, but with specific logic.

    StreamsBuilder builder = new StreamsBuilder();
    KStream<String, Integer> stream = builder.stream(inputTopic1); // key = "ABC"
    GlobalKTable<String, Integer> table = builder.globalTable(inputTopic2); // key = "ABC"

    stream.join(table, // join first by "ABC" = "ABC", then by "AB" = "AB", then by "A" = "A"
            (key, value) -> key,
            (valueLeft, valueRigth) -> {/* identify by which condition the join was performed */});

For example, if the key = "ABC", then:

• first, join by the complete key - ie "ABC" = "ABC"
• then, if not joined, join by the first two symbols (one symbol removed) - ie "AB" = "AB"
• finally, try to join by only one symbol - ie "A" = "A"

Additionally, it is required to know by which condition was the join performed - eg, by 3 letters / by 2 letters / by 1 letter.

The question is, is it possible at all or should I search for a workaround? For example, make copies of GlobalKTable with corresponding keys (table with "ABC" key, one with "AB" key and one with "A" key) and perform 3 separate joins? Or maybe any other suggestions?

Thanks in advance!

Answer 1

Using a series of left-joins against multiple tables would be possible (if you know of often you want to try the join). If the joins succeeds, you skip the next join. Using a combination of leftJoin() and branch() should allow you split the stream after each join into "joined" and "retry". At the end, you can merge() the different result streams together if you want.