Top 16 Python Kafka Projects
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Project mention: Using Kafka with Python... is Confluent the only option? | reddit.com/r/apachekafka | 2022-05-08
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
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Project mention: Using Kafka with Python... is Confluent the only option? | reddit.com/r/apachekafka | 2022-05-08
Related issue thread - https://github.com/dpkp/kafka-python/issues/2290
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Scout APM
Less time debugging, more time building. Scout APM allows you to find and fix performance issues with no hassle. Now with error monitoring and external services monitoring, Scout is a developer's best friend when it comes to application development.
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nagios-plugins
450+ AWS, Hadoop, Cloud, Kafka, Docker, Elasticsearch, RabbitMQ, Redis, HBase, Solr, Cassandra, ZooKeeper, HDFS, Yarn, Hive, Presto, Drill, Impala, Consul, Spark, Jenkins, Travis CI, Git, MySQL, Linux, DNS, Whois, SSL Certs, Yum Security Updates, Kubernetes, Cloudera etc...
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Project mention: Using Kafka with Python... is Confluent the only option? | reddit.com/r/apachekafka | 2022-05-08
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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Project mention: Is it me or are beginner-friendly ETL pipeline guides that explain from the ground-up how to incorporate the use of various technologies notoriously difficult to find. | reddit.com/r/dataengineering | 2021-07-23
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Project mention: Show HN: Hamilton, a Microframework for Creating Dataframes | news.ycombinator.com | 2021-11-08
Having worked on "Dagger", you may be interested in https://github.com/timkpaine/tributary
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SonarLint
Deliver Cleaner and Safer Code - Right in Your IDE of Choice!. SonarLint is a free and open source IDE extension that identifies and catches bugs and vulnerabilities as you code, directly in the IDE. Install from your favorite IDE marketplace today.
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python-fake-data-producer-for-apache-kafka
Kafka Python Fake Data Producer is a complete demo app allowing you to quickly produce a Python fake Pizza-based streaming dataset and push it to an Apache Kafka topic. It gives an example on how easy is to create great fake streaming data to feed Apache Kafka.
Gregory Stark is a Senior Open Source PostgreSQL Developer at Aiven. Postgres has a reputation for being stable and reliable. “It does all the things SQL databases are traditionally good at - live backups, replication, storage.” Originally an academic project, Postgres’ open source stewards were interested in its extensibility, the ability to merge it into any project and with any codebase. “SQL databases have been a great fit for business needs, PostgreSQL is different in that it’s developer-oriented, but today serves both needs.”
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Project mention: Real time anomalies detection using kafka and scikit-learn | reddit.com/r/Python | 2021-06-26
Hello everyone, I want to share with you a project I made for real time anomalies detection using kafka in python and scikit-learn, it has the generation of streaming data, the real time predictions and slack alerts, full code here
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At my former employer, we developed a CLI Kafka management tool, maybe it'll help someone here. https://github.com/real-digital/esque
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Realtime-ticket-booking-solution
A simple demo showing how to use Ably and fastAPI to route messages into Kafka for stream processing
Project mention: Building a realtime ticket booking solution with Kafka, FastAPI, and Ably | dev.to | 2021-10-12I hope this guide serves as a helpful description and walkthrough of building a dependable realtime ticket booking solution. Next, you can dive into the GitHub repository. You might also want to check out Ably Labs on GitHub, for more examples of what you can do with Ably.
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FKR
Example of event-driven architecture with FastAPI Gateway, Kafka, Redis pub/sub and Faust-streaming
Project mention: Example of Event-driven architecture with Fastapi Kafka, Redis PubSub and Faust | reddit.com/r/Python | 2022-01-12
Python Kafka related posts
Index
What are some of the best open-source Kafka projects in Python? This list will help you:
| Project | Stars | |
|---|---|---|
| 1 | Faust | 6,161 |
| 2 | kafka-python | 4,832 |
| 3 | nagios-plugins | 1,053 |
| 4 | KQ | 544 |
| 5 | faust | 505 |
| 6 | DataEngineeringProject | 475 |
| 7 | tributary | 367 |
| 8 | strimzi-kafka-cli | 42 |
| 9 | python-fake-data-producer-for-apache-kafka | 35 |
| 10 | kafka-crypto-questdb | 33 |
| 11 | kafkaml-anomaly-detection | 27 |
| 12 | makinage | 24 |
| 13 | esque | 21 |
| 14 | Realtime-ticket-booking-solution | 9 |
| 15 | minifi-xaviernx | 2 |
| 16 | FKR | 1 |
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