Choose when you want a Python-based scraping pipeline with document parsing, but it lacks Go's service-oriented architecture.
Lightweight web scraping toolkit for documents and structured data.
- 316
- Python
- MIT
web scraping / crawling framework
Dataflow kit is a Go web scraping framework that downloads HTML (with optional headless Chrome rendering), parses it using CSS selectors, and encodes extracted data to CSV, Excel, JSON, XML.
Solves the same problem with a different architecture or at a different layer. Expect to rewrite the integration.
Choose when you want a Python-based scraping pipeline with document parsing, but it lacks Go's service-oriented architecture.
Lightweight web scraping toolkit for documents and structured data.
Choose when you prefer a managed API service with JS rendering, but it's AGPL and heavier than a self-contained Go library.
The context API to search, scrape, and interact with the web at scale. 🔥
Choose when your stack is Python and you need a mature scraping framework, but it won't integrate into Go services.
Web Scraping Framework
Choose when you want an in-process Go scraping library instead of a multi-service pipeline, but it needs extra setup for JS rendering.
Elegant Scraper and Crawler Framework for Golang
Choose when your stack is Elixir and you need a crawling framework, but it's not Go and less actively maintained.
Crawly, a high-level web crawling & scraping framework for Elixir.
Choose when working in PHP and need a crawler/scraper library, but it's not Go and has a smaller ecosystem.
Library for Rapid (Web) Crawler and Scraper Development
An earlier or more limited way to do the job. Still the right call when you need something small, proven, or CPU-only.
Choose for simple Python HTML parsing and scraping, but it lacks headless rendering and a full pipeline.
Pythonic HTML Parsing for Humans™
These projects were analysed and named dataflowkit among their alternatives. The relationship is not symmetric — how dataflowkit rates them is a separate judgement, made when dataflowkit is analysed in its own right.
calls dataflowkit “Choose it over Rod only if you need a legacy Go structured-data scraping framework and can accept a 3-year-old unmaintained dependency.”
A Chrome DevTools Protocol driver for web automation and scraping.