# kkyon/botflow

Python Fast Dataflow programming  framework for Data pipeline work( Web Crawler,Machine Learning,Quantitative Trading.etc)

Repository: https://github.com/kkyon/botflow
Canonical: https://ross.abutalabs.com/products/kkyon-botflow
Homepage: http://botflow.readthedocs.io
Language: Python
License: NOASSERTION
License Family: other
Last push: 2026-02-03T02:17:56+00:00

## Health v2 (maintenance only)
Score: 62/100 (v2, computed 2026-09-03T02:20:16.233290+00:00)
- activity 65, release rhythm 35, longevity 100
- inputs: {"age_days": 2935, "days_push": 212, "days_rel": null, "gap_med": null, "n_releases_24m": 0}
- flags: no_releases, no_license
- formula: round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)

## Adoption (not part of the score)
Stars 1196, forks 102 (observed 2026-08-28T04:03:56.911449+00:00)

## What it is
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
- artifact type: framework
- maturity: experimental
- function: web-scraping, etl, streaming, concurrency, workflow-automation, machine-learning, trading
- domain: crawlers, big-data, fintech
- platform: python, cross-platform
- tags: dataflow-programming, pipelines, asyncio, coroutines, graphviz-visualization, replayable-pipelines, data-engineering, automation

## Member repositories
- kkyon/botflow (main) score 62

## Provenance
- Observed fields: from GitHub, fetched 2026-08-28T04:03:56.911449+00:00.
- Health v2: computed from the inputs above; adoption is never an input.
- Inferred fields (summary, facets, guidance): AI-extracted, prompt v1, taxonomy v1, on 2026-08-30T06:22:02.880586+00:00, confidence not recorded.
  - readme: https://github.com/kkyon/botflow (fetched 2026-08-28T04:03:56.911449+00:00, sha 08f1dd9f9c21)
- Data as of 2026-08-30T08:39:29.467469+00:00.