kafka-streams | Code examples for working with Kafka Streams | Stream Processing library
kandi X-RAY | kafka-streams Summary
kandi X-RAY | kafka-streams Summary
Code examples for working with Kafka Streams
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Top functions reviewed by kandi - BETA
- Process a stock transaction
- Creates a stockTransactionSummary from a transaction transaction
- Updates the stock information from a transaction
- Entry point to the purchase stream
- Returns the Kafka properties
- Main method for testing
- Stops the Kafka consumer
- Process a purchase
- Creates a builder for a new purchase
- Main method for testing
- Adds a transaction to the collector
- Initializes this processor
- Cancel all pending transactions
kafka-streams Key Features
kafka-streams Examples and Code Snippets
@Bean(name = KafkaStreamsDefaultConfiguration.DEFAULT_STREAMS_CONFIG_BEAN_NAME)
KafkaStreamsConfiguration kStreamsConfig() {
Map props = new HashMap<>();
props.put(APPLICATION_ID_CONFIG, "streams-app");
props.put(BOO
public static void main(String[] args) {
SpringApplication.run(KafkaStreamsApplication.class, args);
}
Community Discussions
Trending Discussions on kafka-streams
QUESTION
Quarkus' Kafka-Streams extension provides a convenient way to start a pipeline. Necessary configuration options for the stream application, e.g., quarkus.kafka-streams.bootstrap-servers=localhost:9092
must be inserted in the application.properties
file for the encompassing project.
Quarkus also provides a pass-through option for a finer configuration. The documentation states:
All the properties within the kafka-streams namespace are passed through as-is to the Kafka Streams engine. Changing their values requires a rebuild of the application.
With that, we can for example pass-through a custom timestamp extractor (or any other configuration property that related to the streams configuration)
...ANSWER
Answered 2022-Apr-11 at 14:58You can just pass it using standard configuration for consumers and producers, prefixed with kafka-streams:
QUESTION
I am facing a weird issue with when aggregating records into a Ktable. I have a following scenario in my system.
There are two kafka streams application running on different nodes (having the same application id but having different application server config).
Both of these streams listen to the same topic pattern where the records are partitioned by a key (string value).
Whenever both the application is running , some partition are consumed by app-1 and some are consumed by app-2 which is normal. They then build their own respective local state store.
I have a grapql query system which lets you query the key and get its value if its in local table or in another remote instance.
The problem is that when I query for a key's metadata it is giving me the wrong hostInfo (even if the key is processed by instance one it shows it has hostInfo of instance two) But when if I query the key's value in instance-1's local state store I can see that the key is indeed present. (It just that the metadata for the key's is wrong)
And this behaviour is random for key in both instance (some keys point the correct metadata while some don't)
I have logged for a
state listener
which tells me if a rebalancing is happening or not. But while the records are streaming or when I am querying , I have make sure that no rebalancing is happening.The issue I face is something similar to this. Method of metadataForKey in Kafka Streams gives wrong information for multiple instances of application connected to the same group
Also when I query for all keys in the local state store I can see the key is present.
Anyone have idea of what could be causing this issue? Please
...ANSWER
Answered 2022-Apr-05 at 13:28Hello so the problem here was I was sending Kafka topic through my own custom logic for partitioning of records and wasn't using the default implementation that kafka provides. And on the streams side , it was calculating the metadata for the key using its default partitioning logic which resulted in wrong metadata. So , all I had to do is implement my own custom partitioner with the same logic I use over at the kafka side and use that logic to compute the metadata.
QUESTION
I currently have a table in KSQL which created by
...ANSWER
Answered 2022-Apr-02 at 15:59In step 2, instead of using the topic cdc_window_table
, I should use something like _confluent-ksql-xxx-ksqlquery_CTAS_CDC_WINDOW_TABLE_271-Aggregate-GroupBy-repartition
.
This table's changelog topic is automatically created by KSQL when I created the previous table.
You can find this long changelog topic name by using
QUESTION
The following error would appear every 5 seconds when we have Kafka running on Windows 10.
Failed to write offset checkpoint file to C:/tmp/kafka-streams/user/global/.checkpoint for global stores: {}. This may occur if OS cleaned the state.dir in case when it is located in the (default) ${java.io.tmpdir}/kafka-streams directory. Changing the location of state.dir may resolve the problem.
java.nio.file.AccessDeniedException: C:/tmp/kafka-streams/user/global
Here is our Gradle. At the time of writing, this will import the 3.0 version by default.
...ANSWER
Answered 2022-Mar-03 at 09:52The warnings disappeared immediately when I bumped the Kafka version to 3.1.0
. I couldn't figure out what the cause was.
QUESTION
I'm facing an issue with Spring Kafka which is that it cannot access state store from process event I added that particular store into topology/streams.
method 1:
...ANSWER
Answered 2022-Feb-25 at 19:00Adding a state store to a Topology
is just the first step but it does not make it available: in order to allow a Processor
to use a state store, you must connect both.
The simplest way is to pass in the state store name when adding the Processor
:
QUESTION
Initial Question: I have a question how I can bind my GlobalStateStore to a processor. My Application has a GlobalStateStore with an own processor ("GlobalConfigProcessor") to keep the Store up to date. Also, I have another Processor ("MyClassProcessor") which is called in my Consumer Function. Now I try to access the store from MyClassProcessor, but I get an exception saying : Invalid topology: StateStore config_statestore is not added yet.
Update on current situation: I setup a test repository to give a better overview over my situation. This can be found here: https://github.com/fx42/store-example
As you can see in the repo, I have two Consumers which both consume different topics. The Config-Topic provides an event which I want to write to a GlobalStateStore. Here are the StateStoreUpdateConsumer.java and the StateStoreProcessor.java involved. With the MyClassEventConsumer.java I process another Input-Topic and want to read values from the GlobalStateStore. As provided in this doc I can't initialize GlobalStateStores just as StateStoreBean but instead I have to add this actively with the StreamsBuilderFactoryBeanCustomizer Bean. This Code is currently commented out in the StreamConfig.java. Without this code I get the Exception
...ANSWER
Answered 2022-Feb-17 at 17:01I figured out my problem. For me it was the @EnableKafkaStreams annotation which I used. I assume this was the reason I had two different contexts running in parallel and they collided. Also I needed to use the StreamsBuilderFactoryBeanConfigurer
instead of StreamsBuilderFactoryBeanCustomizer
to get the GlobalStateStore registered correctly.
Theses changes done in the linked test-repo which now can start the Application Context properly.
QUESTION
It's my first Kafka program.
From a kafka_2.13-3.1.0
instance, I created a Kafka topic poids_garmin_brut
and filled it with this csv
:
ANSWER
Answered 2022-Feb-15 at 14:36Following should work.
QUESTION
In order to try the Kafka stream I did this :
...ANSWER
Answered 2022-Feb-03 at 13:14Your code works for me(even with wrong values-at least doesn't terminate). Please use logback in your code and keep logger level to DEBUG. This way you will be able to observe carefully what is happening when your kafka streams is launching. Probably kafka thread is terminating due to some reason which we can't just guess like that.
PS: Sorry I don't have reputation to add a comment.
QUESTION
I am using Kafka 2.6 with spring cloud stream kafka-streams binder. I want to access record headers, partition no etc in my Kafka streams application. I read about using Processor API, using ProcessorContext etc. But everytime ProcessorContext object is coming null.
Below is the code
...ANSWER
Answered 2022-Jan-28 at 22:45Please change
QUESTION
I have a fresh Spring Boot 2.6.3 Java 11 application with a Spring Kafka Dependency (generated with start.spring.io).
By default Kafka 3.0.0 is is used. I want to change the Kafka version to 3.1.0 and added
...ANSWER
Answered 2022-Jan-28 at 20:46According to the docs section on overriding dependencies
You could manually add the one it's looking for
Community Discussions, Code Snippets contain sources that include Stack Exchange Network
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Install kafka-streams
Gradle
Download the latest json-data-generator release and follow the install instructions here. Clone or fork the repo. Then copy the json config files to json generator conf directory. Create all the topics required by the examples.
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