fastkafka
akhq
fastkafka | akhq | |
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38 | 17 | |
33 | 3,210 | |
- | - | |
8.7 | 8.7 | |
5 months ago | 4 days ago | |
Jupyter Notebook | Java | |
Apache License 2.0 | Apache License 2.0 |
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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
akhq
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Microservices for beginners. Spam service. Python. Scikit-learn. Kafka.
Download docker-compose from github - https://github.com/tchiotludo/akhq. Launch docker-compose:
- FLaNK Stack Weekly 16 October 2023
- AKHQ 0.24.0 with KSQL support
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schema registry ui
You also have https://akhq.io/
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Kafka visualization tool
This may help as well https://akhq.io/
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Getting Started as a Kafka Developer
akHQ - https://github.com/tchiotludo/akhq
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A list of GUI tools for working with Apache Kafka
AKHQ
- Tools open source for monitoring kafka producer ? Because confluent is premium
- CMAK replacement
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Show HN: After AKHQ (KafkaHQ), I Made Kestra Open-Source Airflow Alternative
The project start as a side project (yet another side project I do the night and weekend) but was quickly promoted and used in a French Big Retail Company.
This one trust on the project and decide to go production with Kestra. So they decide to inject some resource in order to develop some features that need and that is missing.
But basically, not so much people for now. We are trying to start a community around the product and started to communicate around the product since few weeks only, I hope community will follow us! And I hope to succeed like on my other open source project: https://github.com/tchiotludo/akhq
What are some alternatives?
cookiecutter-faststream - Cookiecutter template for FastStream apps
kafka-ui - Open-Source Web UI for Apache Kafka Management
RealtimeTTS - Converts text to speech in realtime
kafdrop - Kafka Web UI
datagen - Generate authentic looking mock data based on a SQL, JSON or Avro schema and produce to Kafka in JSON or Avro format.
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]
aiokafka - asyncio client for kafka
kafka-manager - CMAK is a tool for managing Apache Kafka clusters
Propan - Propan is a powerful and easy-to-use Python framework for building event-driven applications that interact with any MQ Broker
conductor - Conductor is a microservices orchestration engine.
pythagora - Generate automated tests for your Node.js app via LLMs without developers having to write a single line of code.
kafka-lag-exporter - Monitor Kafka Consumer Group Latency with Kafka Lag Exporter