parallel-consumer
Parallel Apache Kafka client wrapper with per message ACK, client side queueing, a simpler consumer/producer API with key concurrency and extendable non-blocking IO processing. (by confluentinc)
mtc-demo
Demo for multithreaded usage of KafkaConsumer (by inovatrend)
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parallel-consumer | mtc-demo | |
---|---|---|
7 | 1 | |
648 | 41 | |
4.8% | - | |
8.5 | 10.0 | |
15 days ago | almost 4 years ago | |
Java | Java | |
Apache License 2.0 | - |
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
parallel-consumer
Posts with mentions or reviews of parallel-consumer.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2022-09-11.
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Optimizing Kafka Producers and Consumers
Hi everyone, my name is Daniel and I run a website called Rock the JVM [1]. It's a popular site and blog for Scala, and we've recently started to create guides and materials for other libraries and languages. This video is about - maximizing producer throughput - minimizing producer latency - running multiple consumers vs number of partitions, analyzing parallelism - parallel consumers [2] for 1000x perf increase vs 1x single-threaded consumer I also have written forms of all videos as long-form blog posts, and you can find the written guide here [3]. I hope you like it - let me know if you need anything or have any questions! [1] https://rockthejvm.com [2] https://github.com/confluentinc/parallel-consumer [3] https://blog.rockthejvm.com/optimizing-kafka-clients-a-hands-on-guide/
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Architectural advice for slow processes
So we want to maximize parallelism while keeping DLQ style error handling and stability. We want to send messages to DLQs if any error happens and we don't want any message to be unprocessed and still be committed. I know there are Confluent Parallel Consumer, Greyhound and an article about Multi-Threaded Messaging with Kafka. But I'm not sure if they are ready for production.
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Kafka to HTTP POST requests
I haven’t used Faust, but it should be fine for your use case if you decide not to use the http sink connector. If you are open to Java, the parallel consumer library will have MUCH better performance because the http requests won’t block. It even aims to provide automatic dead letter queue handling sometime in the future, which you mentioned you need.
- Kafka Parallel Consumer
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How many different groups/consumers for X topics?
Interesting. I think your use case might be well suited for the parallel consumer — https://github.com/confluentinc/parallel-consumer
- Looking for examples of Multithreaded Consumer Processing
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Balancing high message load with high processing time
Take a look at Confluent's Parallel Consumer library, it will handle this sort of scenario for you: https://github.com/confluentinc/parallel-consumer (disclaimer: I'm the author)
mtc-demo
Posts with mentions or reviews of mtc-demo.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2021-10-31.
-
Looking for examples of Multithreaded Consumer Processing
MultithreadedKafkaConsumer.java
What are some alternatives?
When comparing parallel-consumer and mtc-demo you can also consider the following projects:
Apache Kafka - Mirror of Apache Kafka
kattlo-cli - Kattlo CLI Project
eo-kafka - EO Kafka Producers and consumers for working with Apache Kafka message broker
Hermes - Fast and reliable message broker built on top of Kafka.
Nakadi - A distributed event bus that implements a RESTful API abstraction on top of Kafka-like queues
Event-Meshinery - A new Framework for asynchronous signaling of processes via Kafka/Mysql/anything.
wafka - Apache Kafka API exposed through WebSocket and REST protocols
decaton - High throughput asynchronous task processing on Apache Kafka
faust - Python Stream Processing. A Faust fork