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: River: Online Machine Learning in Python | news.ycombinator.com | 2024-05-12

  • 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

  • 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)

  • SaaSHub

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  • 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)

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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

  • Show HN: Streaming DataFrames–a Pandas-like syntax for real-time data

    1 project | news.ycombinator.com | 23 Apr 2024

  • Building a streaming SQL engine with Arrow and DataFusion

    1 project | news.ycombinator.com | 18 Mar 2024

  • FLaNK AI Weekly 18 March 2024

    39 projects | dev.to | 18 Mar 2024

  • Airflow VS quix-streams - a user suggested alternative

    2 projects | 7 Dec 2023

  • faust VS quix-streams - a user suggested alternative

    2 projects | 7 Dec 2023

  • Faust VS quix-streams - a user suggested alternative

    2 projects | 7 Dec 2023

  • kafka-python VS quix-streams - a user suggested alternative

    2 projects | 7 Dec 2023
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    www.saashub.com | 12 May 2024
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Index

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

Project Stars
1 Faust 6,677
2 river 4,781
3 dpark 2,691
4 bytewax 1,160
5 quix-streams 796
6 radio-active 451
7 zef 108
8 kafkaml-anomaly-detection 48
9 gretel-python-client 43
10 makinage 38
11 arroyo 37
12 volga 32
13 rxsci 14
14 example-real-time-ai-alerts 8
15 pipelines 3

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