kkyon/botflow
Python Fast Dataflow programming framework for Data pipeline work( Web Crawler,Machine Learning,Quantitative Trading.etc) observed · 2026-08-28
Health v2 · maintenance only
62/100
- Activity 65
- Release rhythm 35
- Longevity 100
Flags: no_releases no_license
How is this computed?
round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-09-03. Adoption (stars, forks) is never an input.
- gap_med: n/a
- age_days: 2935
- days_rel: n/a
- days_push: 212
- n_releases_24m: 0
Adoption not part of the score
1196 stars · 102 forks observed · 2026-08-28
What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded
Botflow is a Python dataflow programming framework for building data pipelines using pipes and routes, with parallelism via coroutines and thread pools. It supports use cases like web crawling, machine learning, and quantitative trading, and can render pipeline graphs with Graphviz.
Use cases
- build data pipelines in python
- parallel web crawler framework
- stream data processing with asyncio
- aggregate bitcoin prices from exchanges
- visualize dataflow graph of pipeline
- replay pipeline from failed node during development
When to choose
- you want unix-pipe-style dataflow programming in Python
- you need parallel stream processing with asyncio and thread pools
- you want replayable pipelines to speed up development iteration
When to avoid
- you need a mature, production-hardened framework (project is alpha)
- you need REST/websocket serving or online ML model serving (only on roadmap)
- you prefer actively maintained alternatives like Airflow or Prefect
Facets
framework · maturity experimental
web-scraping etl streaming concurrency workflow-automation machine-learning trading crawlers big-data fintech python cross-platform dataflow-programming pipelines asyncio coroutines graphviz-visualization replayable-pipelines data-engineering automation
1 source
- readme: https://github.com/kkyon/botflow · fetched 2026-08-28 · 08f1dd9f9c21
Member repositories
| Repository | Role | Health v2 |
|---|---|---|
| kkyon/botflow | main | 62 |
For agents
Data as of 2026-08-30T08:39:29.467469+00:00 · Report a problem