Python Stream Processing

Open-source Python projects categorized as Stream Processing
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Topics: Python Machine Learning Streaming Kafka streaming-data
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Top 15 Python Stream Processing Projects

  • Faust

    Python Stream Processing

    • Project mention: Faust VS quix-streams - a user suggested alternative | libhunt.com/r/faust | 2023-12-07

  • river

    🌊 Online machine learning in Python

    • Project mention: 🔍Underrated Open Source Projects You Should Know About 🧠 | dev.to | 2024-03-20

    River is a Python library for online machine learning. Online machine learning can dynamically adapt to new patterns in the data, or when the data itself is generated as a function of time, e.g., stock price prediction, content personalization.

  • WorkOS

    The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.

    WorkOS logo

  • dpark

    Python clone of Spark, a MapReduce alike framework in Python

  • bytewax

    Python Stream Processing

    • Project mention: Building a streaming SQL engine with Arrow and DataFusion | news.ycombinator.com | 2024-03-18

  • quix-streams

    A Python library for building containerized ML and Generative AI applications with Apache Kafka.

    • Project mention: Show HN: Streaming DataFrames–a Pandas-like syntax for real-time data | news.ycombinator.com | 2024-04-23

  • radio-active

    Play any radios around the globe right from the terminal :zap:

    • Project mention: radio-active: Play any radios from the terminal | news.ycombinator.com | 2023-11-27

  • zef

    Toolkit for graph-relational data across space and time (by zefhub)

  • InfluxDB

    Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

    InfluxDB logo

  • kafkaml-anomaly-detection

    Project for real-time anomaly detection using Kafka and python

  • gretel-python-client

    The Gretel Python Client allows you to interact with the Gretel REST API.

  • makinage

    Stream Processing Made Easy

  • arroyo

    A library to build streaming applications that consume from and produce to Kafka. (by getsentry)

  • volga

    Feature Engine for real-time AI/ML

    • Project mention: Volga – Open-Source Feature Engine for Real-Time AI | news.ycombinator.com | 2024-04-08

    Volga is an open-source feature calculation engine for real-time ML systems aimed to remove dependency on complex Spark/Flink setups and managed feature platforms like Tecton.ai, Fennel.ai, FeatureForm, Chalk.ai

    Github - https://github.com/anovv/volga

  • rxsci

    ReactiveX for data science

  • example-real-time-ai-alerts

    Real-Time Alerts with AI, NATs and Streamlit

    • Project mention: Revolutionizing Real-Time Alerts with AI, NATs and Streamlit | dev.to | 2024-02-18

    To explore the real-time weather alert chat application in detail and try it out for yourself, please visit our GitHub repository. The repository contains all the necessary code, detailed setup instructions, and additional documentation to help you get started. Once the setup is complete, you can start the Streamlit frontend and the Python backend. Set your weather alert criteria, and see how the system processes real-time weather data to keep you informed.

  • pipelines

    Create Async Processing Pipelines Quick! (by theboxahaan)

  • SaaSHub

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NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).

Python Stream Processing related posts

Index

What are some of the best open-source Stream Processing projects in Python? This list will help you:

Project Stars
1 Faust 6,674
2 river 4,766
3 dpark 2,691
4 bytewax 1,144
5 quix-streams 570
6 radio-active 450
7 zef 107
8 kafkaml-anomaly-detection 48
9 gretel-python-client 43
10 makinage 38
11 arroyo 36
12 volga 29
13 rxsci 13
14 example-real-time-ai-alerts 8
15 pipelines 3

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