kloadgen
kafka-ml
| kloadgen | kafka-ml | |
|---|---|---|
| 1 | 1 | |
| 200 | 149 | |
| -0.5% | 6.7% | |
| 5.9 | 7.9 | |
| 7 days ago | 2 months ago | |
| Java | Python | |
| Mozilla Public License 2.0 | MIT License |
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kloadgen
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What are your favorite tools or components in the Kafka ecosystem?
Sngular kloadgen for fake/synthetic data and load testing is great if you already use java/jmeter
kafka-ml
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What are your favorite tools or components in the Kafka ecosystem?
For example, CLIs, UIs, monitoring tools / integrations, cluster administration, stream processing libraries (Flink, Kafka Streams, smaller / newer libs), etc? Anything in the ML / AI space (e.g. a quick Google search came up with https://github.com/ertis-research/kafka-ml).
What are some alternatives?
mqtt-jmeter - MQTT JMeter Plugin [Moved to: https://github.com/emqx/mqtt-jmeter]
conduktor-poc-kafka-protocol - POC to demonstrate how to alter incoming/outgoing records in Kafka. It's a toy, don't use it in production.
console - Redpanda Console is a developer-friendly UI for managing your Kafka/Redpanda workloads. Console gives you a simple, interactive approach for gaining visibility into your topics, masking data, managing consumer groups, and exploring real-time data with time-travel debugging.
river - 🌊 Online machine learning in Python
bytewax - Python Stream Processing
protoc-jar - Protocol Buffers protobuf compiler - multi-platform executable protoc JAR and API
python-fake-data-producer-for-apache-kafka - The Python fake data producer for Apache Kafka® is a complete demo app allowing you to quickly produce JSON fake streaming datasets and push it to an Apache Kafka topic.
materialize - The data warehouse for operational workloads.
datagen - Generate authentic looking mock data based on a SQL, JSON or Avro schema and produce to Kafka in JSON or Avro format.