| aiokafka | Faust | |
|---|---|---|
| 3 | 8 | |
| 1,054 | 6,677 | |
| 2.3% | 0.1% | |
| 8.6 | 1.4 | |
| 4 days ago | 6 months ago | |
| Python | Python | |
| Apache License 2.0 | GNU General Public License v3.0 or later |
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.
aiokafka
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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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Improving Kafka interfaces
aiokafka - https://github.com/aio-libs/aiokafka
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Recently joined a DE team and I've been asked to study async, multiprocessing, queuing, and Kafka. Can anybody tell me how to proceed and also share resources that I can use.
It’s hard to understand exactly what is meant by what you posted but could they be referring to asyncio libraries for use with Kafka in this process? For example, https://github.com/aio-libs/aiokafka
Faust
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Faust VS quix-streams - a user suggested alternative
2 projects | 7 Dec 2023
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Kafka ETL tool, is there any?
If you really want a "modern" language (I assume you just want Python based on your other comments), there's Robinhood's Faust, though it's been deprecated for a while. It'll still probably do what you want given your criteria, but it's not really suitable for long-term use given it hasn't been updated since October 2020.
- How to join using Faust Streaming (Python implementation of Kafka Streams API)?
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Using Kafka with Python... is Confluent the only option?
Unfortunately Faust is dead, robinhood abandoned it 2020, there are no new commits and they don’t react to any questions etc..: https://github.com/robinhood/faust
- Why did Robinhood abandon Faust?
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How to integrate Faust with Django?
I am trying to integrate Faust with Django to publish the messages to Kafka.Here is the example in Faust repo: https://github.com/robinhood/faust/tree/master/examples/django
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Event-Driven Architectures with Kafka and Python
The best bet seemed like the open source Faust (from Robinhood, and Celery in its lineage). It was too heavy duty for our simple needs and moreover it unfortunately seems abandoned. There is a community fork in a bit of disarray last i looked(tests failed etc.)
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Wekelijkse /r/FreeDutch Discussiedraad
Vette IT ook. Tijdje open sollicitatie overwogen. Nerdgasm
What are some alternatives?
confluent-kafka-python - Confluent's Kafka Python Client
Ray - Ray is a unified framework for scaling AI and Python applications. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.
faust - Python Stream Processing. A Faust fork
Wallaroo - Distributed Stream Processing
quix-streams - A Python library for building containerized ML and Generative AI applications with Apache Kafka.
Thespian Actor Library - Python Actor concurrency library
faststream - FastStream is a powerful and easy-to-use Python framework for building asynchronous services interacting with event streams such as Apache Kafka, RabbitMQ, NATS and Redis.
gevent - Coroutine-based concurrency library for Python
Propan - Propan is a powerful and easy-to-use Python framework for building event-driven applications that interact with any MQ Broker
vibora - Fast, asynchronous and elegant Python web framework.
fastkafka - FastKafka is a powerful and easy-to-use Python library for building asynchronous web services that interact with Kafka topics. Built on top of Pydantic, AIOKafka and AsyncAPI, FastKafka simplifies the process of writing producers and consumers for Kafka topics.
eventlet - Concurrent networking library for Python