faust
kafka-python
faust | kafka-python | |
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11 | 8 | |
1,454 | 5,489 | |
2.1% | - | |
7.9 | 6.4 | |
about 1 month ago | 18 days ago | |
Python | Python | |
GNU General Public License v3.0 or later | 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.
faust
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faust VS quix-streams - a user suggested alternative
2 projects | 7 Dec 2023
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New release of FastKafka supporting Redpanda
We have many similar ideas and paradigms, as one would expect from modern frameworks tackling the same problem. However, Faust has been deprecated and no longer managed or supported (there is a fork being maintained by the community at https://github.com/faust-streaming/faust). I guess Robinhood at some point decided not to spend any more resources on it, an often destiny of such side projects by large corporations. On the other hand, we hope to stay around for a long time and build to a framework and a community that loves it. This initial version was built using many libraries in order to have a working system and to gather feedback from the large community. We plan to replace eventually all, or at least most of dependancies, and replace then with Rust lib with Python bindings.
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Kafka ETL tool, is there any?
Just wanted to add that there is an actively maintained fork called faust-streaming, you can find it here: https://github.com/faust-streaming/faust
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Apache Kafka Beyond the Basics: Windowing
That's the basics yes. You have a pletora of things coming next. One is "Windowing" mentioned in the article, it's well explained and maybe it looks simple, but when you start with it, takes some time to wrap your mind around it.
The other things in kafka world are stateful transformations, which you would normally do using Java's Flink. The closest in python is Faust (the fork) [0]. What are stateful aggregations? something like doing SQL on top of a topic: group_by, count, reduce, and joins. So similar to SQL that you have kSQL [1].
Consumer groups IMO falls under basic usage, if you need to scale, take a look at it, and what are partitions and replicas, with that in mind, you'll be ok.
[0]: https://github.com/faust-streaming/faust
[1]: https://www.confluent.io/blog/ksql-streaming-sql-for-apache-...
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How to join using Faust Streaming (Python implementation of Kafka Streams API)?
The forked one, https://github.com/faust-streaming/faust, has been updated but still doesn’t seem to support joins.
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Real Time Data Infra Stack
Faust: Python framework
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Kafka to HTTP POST requests
I’d like to use Python for this so I came across Faust but I’m not sure if it’s possible to create HTTP requests through Faust or if there are better alternatives.
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Using Kafka with Python... is Confluent the only option?
There is a community fork which was stale for a while but got a new commit a couple days ago, this one might be usable, but is still quite risky (70 open issues etc.): https://github.com/faust-streaming/faust
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Why did Robinhood abandon Faust?
There is a community which forked and actively develops faust, here’s the https://github.com/faust-streaming/faust
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Project with Faust and Django
Hi, thanks for the answer, I'm actually using virtualenv with the requirements of the file associated with the example. However I wanted to tell you that due to covid the project is suspended but only temporarily, but there is an active fork https://github.com/faust-streaming/faust. But the example in the fork doesn't work either.
kafka-python
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kafka-python VS quix-streams - a user suggested alternative
2 projects | 7 Dec 2023
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quix-streams VS kafka-python - a user suggested alternative
2 projects | 7 Dec 2023
Kafka-python is a producer-consumer library for one message at a time applications. Quix Streams is a Python stream processing library for ML and AI applications. Use them together in your event streaming architecture.
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Improving Kafka interfaces
kafka-python - https://github.com/dpkp/kafka-python
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Monitor Kafka Producer and Consumer Metrics using Prometheus
If you're using kafka-python take a look at it's sourcecode.
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Transition from RPA to "traditional" programming role
contribute to opensource. companies care about distributed systems at the moment, so if you can contribute to something like kafka https://kafka.apache.org/project or a popular wrapper https://github.com/dpkp/kafka-python, or a distributed systems platform https://github.com/redpanda-data/redpanda, that would be a strong signal that you can provide value and work with others as you deliver code.
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New to kafka..
Eg this https://kafka-python.readthedocs.io/
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Using Kafka with Python... is Confluent the only option?
Related issue thread - https://github.com/dpkp/kafka-python/issues/2290
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Librdkafka – the Apache Kafka C/C++ client library
I've been working on a pure-Racket Kafka client[1] off and on (for fun) since February and it's a good amount of work. When the official protocol docs and Wireshark fail me, I usually look at librdkafka and kafka-python[2] to figure out how things are supposed to fit together. Kudos to the authors of both libraries for writing code that's easy to follow!
[1]: https://defn.io/2022/03/12/ann-racket-kafka/
[2]: https://github.com/dpkp/kafka-python
What are some alternatives?
Memgraph - Open-source graph database, tuned for dynamic analytics environments. Easy to adopt, scale and own.
redis-py - Redis Python client
redis-om-python - Object mapping, and more, for Redis and Python
PyMongo - MongoDB Ecosystem Documentation
aioredis - asyncio (PEP 3156) Redis support
py2neo - Py2neo is a comprehensive toolkit for working with Neo4j from within Python applications or from the command line.
arq - Fast job queuing and RPC in python with asyncio and redis.
kcat - Generic command line non-JVM Apache Kafka producer and consumer
Faust - Python Stream Processing
HappyBase - A developer-friendly Python library to interact with Apache HBase
debezium - Change data capture for a variety of databases. Please log issues at https://issues.redhat.com/browse/DBZ.
Plyvel - Plyvel, a fast and feature-rich Python interface to LevelDB