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Stream Processing Python Packages

Python packages with the GitHub topic stream-processing. Sorted by relevance, with stars and monthly downloads.
google
mediapipe

Cross-platform, customizable ML solutions for live and streaming media.

3.1M 35K 6K
ag2ai
faststream

FastStream is a powerful and easy-to-use asynchronous Python framework for building asynchronous services interacting with event streams such as Apache Kafka, RabbitMQ, NATS, MQTT and Redis.

958K 5K 343
online-ml
river

🌊 Online machine learning in Python

215K 6K 624
quixio
quixstreams

Python Streaming DataFrames for Kafka

73K 2K 105
point72
csp

csp is a high performance reactive stream processing library, written in C++ and Python

67K 412 79
maki-nage
distogram

A library to compute histograms on distributed environments, on streaming data

67K 23 1
getsentry
sentry-arroyo

A library to build streaming applications that consume from and produce to Kafka.

60K 58 5
OCHA-DAP
hdx-python-utilities

A range of helpful utilities for Python developers including streaming tabular data, date parsing, JSON and YAML handling, dictionary and list utilities

50K 10 6
bytewax
bytewax

Python Stream Processing

28K 2K 109
robinhood
faust

Python Stream Processing

22K 7K 538
google
mediapipe-nightly

Cross-platform, customizable ML solutions for live and streaming media.

16K 35K 6K
pathwaycom
pathway

Python ETL framework for stream processing, real-time analytics, LLM pipelines, and RAG.

15K 63K 2K
google
mediapipe-model-maker

Cross-platform, customizable ML solutions for live and streaming media.

15K 35K 6K
zefhub
zef

Toolkit for graph-relational data across space and time

13K 118 4
gretelai
gretel-client

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

11K 63 20
martin-majlis
probstructs

Collection of probabilistic data structures - CM-Sketch, ECM-Sketch, exponential histogram

8K 7 1
openfun
ralph-malph

:gear: Ralph, the ultimate Learning Record Store (and more!) for your learning analytics

5K 44 17
MaterializeInc
dbt-materialize

The live data layer for apps and AI agents. Create up-to-the-second views into your business, just using SQL

5K 6K 500
IBMStreams
streamsx

Python core package for IBM Streams.

5K 1 5
creme-ml
creme

🌊 Online machine learning in Python

4K 6K 624
wingfoil-io
wingfoil

Python bindings for the wingfoil Rust library

3K 152 19
deep5050
radio-active

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

3K 586 32
tradewelltech
beavers

Python stream processing for analytics

3K 41 2
numaproj
numalogic-prometheus

Numalogic Prometheus based tools

2K 34 10
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