java - KStream到KTable左连接返回Null

我目前正在尝试使用KStream到KTable联接来执行Kafka主题的充实。为了证明概念，我目前有一个带有约600,000条记录且都具有相同键的Kafka流，以及从具有1条键，值对记录的主题创建的KTable，其中KTable主题中的键与600,000条键匹配在创建KStream的主题中记录。

当我使用左联接（通过下面的代码）时，所有记录在ValueJoiner上都返回NULL。

Properties props = new Properties();
props.put(StreamsConfig.APPLICATION_ID_CONFIG, "streams-pipe-json-parse-" + System.currentTimeMillis());
props.put(StreamsConfig.BOOTSTRAP_SERVERS_CONFIG, "xxx.xx.xx.xxx:9092");
props.put(ConsumerConfig.AUTO_OFFSET_RESET_CONFIG, "earliest");
props.put(StreamsConfig.DEFAULT_KEY_SERDE_CLASS_CONFIG, Serdes.String().getClass());
props.put(StreamsConfig.DEFAULT_VALUE_SERDE_CLASS_CONFIG, Serdes.String().getClass());
props.put(StreamsConfig.TIMESTAMP_EXTRACTOR_CLASS_CONFIG, "org.apache.kafka.streams.processor.WallclockTimestampExtractor");
props.put(StreamsConfig.NUM_STREAM_THREADS_CONFIG, 5);


final StreamsBuilder builder = new StreamsBuilder();
// Build a Kafka Stream from the Netcool Input Topic
KStream<String, String> source = builder.stream("output-100k");


// Join the KStream to the KTable
KStream<String, String> enriched_output = source
    .leftJoin(netcool_enrichment, (orig_msg, description) -> {
        String new_msg = jsonEnricher(orig_msg, description);
        if (description != null) {
            System.out.println("\n[DEBUG] Enriched Input Orig: " + orig_msg);
            System.out.println("[DEBUG] Enriched Input Desc: " + description);
            System.out.println("[DEBUG] Enriched Output: " + new_msg);
        }
        return new_msg;
        });

这是源KStream的示例输出记录（使用forEach循环）：

[KSTREAM] Key: ismlogs
[KSTREAM] Value: {"severity":"debug","ingested_timestamp":"2018-07-18T19:32:47.227Z","@timestamp":"2018-06-28T23:36:31.000Z","offset":482,"@metadata":{"beat":"filebeat","topic":"input-100k","type":"doc","version":"6.2.2"},"beat":{"hostname":"abc.dec.com","name":"abc.dec.com","version":"6.2.2"},"source":"/root/100k-raw.txt","message":"Thu Jun 28 23:36:31 2018 Debug: Checking status of file /ism/profiles/active/test.xml","key":"ismlogs","tags":["ismlogs"]}

我尝试将KTable转换回KStream，并在转换后的Stream上使用forEach循环，并验证记录实际上在KTable中是否存在。

KTable<String, String> enrichment = builder.table("enrichment");
KStream<String, String> ktable_debug = enrichment.toStream();
ktable_debug.foreach(new ForeachAction<String, String>() {
    public void apply(String key, String value) {
        System.out.println("[KTABLE] Key: " + key);
        System.out.println("[KTABLE] Value: " + value);
    }
 });

上面的代码输出：

[KTABLE] Key: "ismlogs"
[KTABLE] Value: "ISM Logs"

最佳答案

根据您的控制台消息，键是不同的，因此它们将不会加入：

[KSTREAM] Key: ismlogs
[KTABLE] Key: "ismlogs"

对于KTable，键实际上是带双引号的"ismlogs"。