Kafka-ML is a framework to manage the pipeline of Tensorflow/Keras and PyTorch (Ignite) machine learning (ML) models on Kubernetes. The pipeline allows the design, training, and inference of ML models. The training and inference datasets for the ML models can be fed through Apache Kafka, thu...
Apache Hadoopis a distributed software framework that lets you store massive amounts of data in a cluster of computers for use in big data analytics, machine learning, data mining and other data-driven applications that process structured and unstructured data. Kafka is often used to create a re...
Kafka Connect SAP is a set of connectors, using the Apache Kafka Connect framework for reliably connecting Kafka with SAP systems - SAP/kafka-connect-sap
Apache Kafka is the open source streaming technology behind some of the most popular real-time, event-driven user experiences on the web.
Fixes to the OMB Framework We upgraded to Java 11 and Kafka 2.6, RabbitMQ 3.8.5, and Pulsar 2.6 (the latest releases at the time of writing). We significantly enhanced the monitoring capabilities across the three systems, with the Grafana/Prometheus monitoring stack, capturing metrics across me...
When trying to consume a topic on my java application I get the following exception: org.springframework.integration.kafka.support.ConsumerConfiguration.executeTasks(ConsumerConfiguration.java:135) ...32more Caused by: java.lang.IllegalStateException: Iterator is in failed state at kafka.uti...
86) at org.springframework.kafka.core.DefaultKafkaProducerFactory$CloseSafeProducer$1.onCompletion(DefaultKafkaProducerFactory.java) at org.apache.kafka.clients.producer.KafkaProducer$InterceptorCallback.onCompletion$original$PwZecSoL(KafkaProducer.java:1350) at org.apache.kafka.clients.producer.Kafka...
Targeted for August, Kafka 3.3 would include options for both ZooKeeper and KRaft. The end-of-life date for ZooKeeper is undetermined. “KRaft mode is moving to production soon, very soon this year,” McCabe said. “It’s going to be a big step forward for the project.” Presently, Kafk...
CMAK (previously known as Kafka Manager) is a tool for managingApache Kafkaclusters.See below for details about the name change. CMAK supports the following: Manage multiple clusters Easy inspection of cluster state (topics, consumers, offsets, brokers, replica distribution, partition distribution) ...
Kafka Streams can only acquire data from Apache Kafka and your analytics projects are therefore locked into Apache Kafka. To use data from other sources, you're required to first import data into Apache Kafka with the Kafka Connect framework....