apache-kafka-streams

How to make Serdes work with multi-step kafka streams

…衆ロ難τιáo~ 提交于 2021-01-07 03:52:26
问题 I am new to Kafka and I'm building a starter project using the Twitter API as a data source. I have create a Producer which can query the Twitter API and sends the data to my kafka topic with string serializer for both key and value. My Kafka Stream Application reads this data and does a word count, but also grouping by the date of the tweet. This part is done through a KTable called wordCounts to make use of its upsert functionality. The structure of this KTable is: Key: {word: exampleWord,

Is it possible to get the latest value for a message key from kafka messages

坚强是说给别人听的谎言 提交于 2021-01-04 03:23:14
问题 Suppose I have different values for a same message key. For example: { userid: 1, email: user123@xyz.com } { userid: 1, email: user456@xyz.com } { userid: 1, email: user789@xyz.com } In this above case I want only the latest value updated by the user, that is, 'user789@xyz.com'. My kafka stream should give me only the third value and not the previous 2 values. 回答1: Since you've not specified a particular client, I'll show you how this can be done with ksqlDB and the newly-added function,

Is it possible to get the latest value for a message key from kafka messages

流过昼夜 提交于 2021-01-04 03:22:54
问题 Suppose I have different values for a same message key. For example: { userid: 1, email: user123@xyz.com } { userid: 1, email: user456@xyz.com } { userid: 1, email: user789@xyz.com } In this above case I want only the latest value updated by the user, that is, 'user789@xyz.com'. My kafka stream should give me only the third value and not the previous 2 values. 回答1: Since you've not specified a particular client, I'll show you how this can be done with ksqlDB and the newly-added function,

Is it possible to get the latest value for a message key from kafka messages

核能气质少年 提交于 2021-01-04 03:22:53
问题 Suppose I have different values for a same message key. For example: { userid: 1, email: user123@xyz.com } { userid: 1, email: user456@xyz.com } { userid: 1, email: user789@xyz.com } In this above case I want only the latest value updated by the user, that is, 'user789@xyz.com'. My kafka stream should give me only the third value and not the previous 2 values. 回答1: Since you've not specified a particular client, I'll show you how this can be done with ksqlDB and the newly-added function,

Is it possible to get the latest value for a message key from kafka messages

北城余情 提交于 2021-01-04 03:22:25
问题 Suppose I have different values for a same message key. For example: { userid: 1, email: user123@xyz.com } { userid: 1, email: user456@xyz.com } { userid: 1, email: user789@xyz.com } In this above case I want only the latest value updated by the user, that is, 'user789@xyz.com'. My kafka stream should give me only the third value and not the previous 2 values. 回答1: Since you've not specified a particular client, I'll show you how this can be done with ksqlDB and the newly-added function,

Kafka Streams local state stores

懵懂的女人 提交于 2021-01-03 06:55:15
问题 I have a simple streams application takes one topic as input stream and transforms KeyValues to another like: StoreBuilder<KeyValueStore<Long, CategoryDto>> builder = Stores.keyValueStoreBuilder(Stores.inMemoryKeyValueStore(CategoryTransformer.STORE_NAME), Serdes.Long(), CATEGORY_JSON_SERDE); streamsBuilder.addStateStore(builder) .stream(categoryTopic, Consumed.with(Serdes.Long(), CATEGORY_JSON_SERDE)) .transform(CategoryTransformer::new, CategoryTransformer.STORE_NAME); static class

Kafka Streams local state stores

人走茶凉 提交于 2021-01-03 06:50:25
问题 I have a simple streams application takes one topic as input stream and transforms KeyValues to another like: StoreBuilder<KeyValueStore<Long, CategoryDto>> builder = Stores.keyValueStoreBuilder(Stores.inMemoryKeyValueStore(CategoryTransformer.STORE_NAME), Serdes.Long(), CATEGORY_JSON_SERDE); streamsBuilder.addStateStore(builder) .stream(categoryTopic, Consumed.with(Serdes.Long(), CATEGORY_JSON_SERDE)) .transform(CategoryTransformer::new, CategoryTransformer.STORE_NAME); static class

Kafka Streams local state stores

≯℡__Kan透↙ 提交于 2021-01-03 06:50:08
问题 I have a simple streams application takes one topic as input stream and transforms KeyValues to another like: StoreBuilder<KeyValueStore<Long, CategoryDto>> builder = Stores.keyValueStoreBuilder(Stores.inMemoryKeyValueStore(CategoryTransformer.STORE_NAME), Serdes.Long(), CATEGORY_JSON_SERDE); streamsBuilder.addStateStore(builder) .stream(categoryTopic, Consumed.with(Serdes.Long(), CATEGORY_JSON_SERDE)) .transform(CategoryTransformer::new, CategoryTransformer.STORE_NAME); static class

Use the same topic as a source more than once with Kafka Streams DSL

浪子不回头ぞ 提交于 2020-12-31 04:36:56
问题 Is there a way to use the same topic as the source for two different processing routines, when using Kafka Streams DSL? StreamsBuilder streamsBuilder = new StreamsBuilder(); // use the topic as a stream streamsBuilder.stream("topic")... // use the same topic as a source for KTable streamsBuilder.table("topic")... return streamsBuilder.build(); Naive implementation from above throws a TopologyException at runtime: Invalid topology: Topic topic has already been registered by another source.

Kafka Streaming tasks and management of Internal state stores

时间秒杀一切 提交于 2020-12-15 06:07:22
问题 Lets say we have launched 2 Streaming-Tasks at 2 different machines (instances) with following properties :- public final static String applicationID = "StreamsPOC"; public final static String bootstrapServers = "10.21.22.56:9093"; public final static String topicname = "TestTransaction"; public final static String shipmentTopicName = "TestShipment"; public final static String RECORD_COUNT_STORE_NAME = "ProcessorONEStore"; and using these aforesaid properties, here is how stream-task's