fastkafka
kafka-manager
fastkafka | kafka-manager | |
---|---|---|
38 | 13 | |
33 | 11,676 | |
- | 0.2% | |
8.7 | 0.0 | |
5 months ago | 9 months ago | |
Jupyter Notebook | Scala | |
Apache License 2.0 | Apache License 2.0 |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
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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.
fastkafka
- FLaNK Stack Weekly 16 October 2023
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FastStream: Python's framework for Efficient Message Queue Handling
Our journey with FastStream started when we needed to integrate our machine learning models into a customer's Apache Kafka environment. To streamline this process, we created FastKafka using AIOKafka, AsyncAPI, and asyncio. It was our first step in making message queue management easier.
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How we deprecated two successful projects and joined forces to create an even more successful one
After a short discussion, we concluded we were just too spoiled to use low-level libraries that were nothing more than just tiny wrappers around C++ libs and that we could just build our own. So, we shamelessly made one by reusing beloved paradigms from FastAPI and we shamelessly named it FastKafka. The point was to set the expectations right - you get pretty much what you would expect: function decorators for consumers and producers with type hints specifying Pydantic classes for JSON encoding/decoding, automatic message routing to Kafka brokers and documentation generation.
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Introducing FastStream: the easiest way to write microservices for Apache Kafka and RabbitMQ in Python
FastStream simplifies the process of writing producers and consumers for message queues, handling all the parsing, networking and documentation generation automatically. It is a new package based on the ideas and experiences gained from FastKafka and Propan. By joining our forces, we picked up the best from both packages and created a unified way to write services capable of processing streamed data regardless of the underlying protocol. We'll continue to maintain both packages, but new development will be in this project.
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FastStream: the easiest way to add Kafka and RabbitMQ support to FastAPI services
FastStream (https://github.com/airtai/faststream) is a new Python framework, born from Propan and FastKafka teams' collaboration (both are deprecated now). It extremely simplifies event-driven system development, handling all the parsing, networking, and documentation generation automatically. Now FastStream supports RabbitMQ and Kafka, but supported brokers are constantly growing (wait for NATS and Redis a bit). FastStream itself is a really great tool to build event-driven services. Also, it has a native FastAPI integration. Just create a StreamRouter (very close to APIRouter) and register event handlers the same with the regular HTTP-endpoints way:
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The new release of FastKafka supports Pydantic v2.0
Inspired by FastAPI, FastKafka uses the same paradigms for routing, validation, and documentation, making it easy to learn and integrate into your existing streaming data projects. Please check out the latest version adds supporting the newly released Pydantic v2.0, making it significantly faster. https://github.com/airtai/fastkafka
- Inspired by FastAPI, FastKafka uses the same paradigms for routing, validation, and documentation, making it easy to learn and integrate into your existing streaming data projects. The latest version adds support for newly released Pydantic v2.0, making it significantly faster.
- FastKafka – A Free Open-Source Python Library for Building Kafka-Based Services
kafka-manager
- FLaNK Stack Weekly 16 October 2023
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UI for Apache Kafka - An open-source tool for monitoring and managing Apache Kafka Clusters - v0.17 release
Are there any comparison to CMAK or Kafdrop ?
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Running multi-broker Kafka using docker
Dockerized kafka manager (Yahoo CMAK)
- UI for Serverless AWS MSK (Kafka)
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A list of GUI tools for working with Apache Kafka
Cluster Manager for Apache Kafka (CMAK)
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What companies/startups are using Scala (open source projects on github)?
There are so many of them in big data, e.g. Kafka, Spark, Flink, Delta, Snowplow, Finagle, Deequ, CMAK, OpenWhisk, Snowflake, TheHive, TVM-VTA, etc.
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Is there recommed UI for Kafka like RabbitMQ?
We're using CMAK (previously known as kafka manager) https://github.com/yahoo/CMAK
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Any advice on setting up or working with Kafka?
Some random tips: * Use SSDs, not magnetic disks. Our Kafka brokers used to use magnetic disks for more throughput, but this caused wayyyy more problems, like very slow broker restarts. * You'll want to install something like Burrow so you can get better lag metrics. * You might want to install CMAK. It's a web interface for common ops tasks.
- What kind of monitoring tools are people using for their Kafka Deployment?
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Gathering opinions on kafka management tools
I've used Yahoo's CMAK before for these things -
What are some alternatives?
cookiecutter-faststream - Cookiecutter template for FastStream apps
akhq - Kafka GUI for Apache Kafka to manage topics, topics data, consumers group, schema registry, connect and more...
RealtimeTTS - Converts text to speech in realtime
kowl - 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. [Moved to: https://github.com/redpanda-data/console]
datagen - Generate authentic looking mock data based on a SQL, JSON or Avro schema and produce to Kafka in JSON or Avro format.
kafka-ui - Open-Source Web UI for Apache Kafka Management
aiokafka - asyncio client for kafka
kafdrop - Kafka Web UI
Propan - Propan is a powerful and easy-to-use Python framework for building event-driven applications that interact with any MQ Broker
Burrow - Kafka Consumer Lag Checking
pythagora - Generate automated tests for your Node.js app via LLMs without developers having to write a single line of code.
kafka_exporter - Kafka exporter for Prometheus