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Automation & CLI Tools
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Line KJ-115 Platform 4 · Automation & CLI Tools
Scraper Express with Playwright
A polite, resumable web-scraping framework in Python with Playwright, queues, retries and clean CSV or JSON output.
Rated 4.0 out of 5 from 1 review
214
builders
PN Maintained by Priya Nair
- Last updated October 2026
- English
- 54m of walkthroughs
- 30 files
What you get
5 items in the boxEvery bullet below is in the download, working, the moment your payment clears.
- Crawl definitions as Python classes
- Playwright for dynamic pages, plain HTTP for static ones
- Resumable SQLite-backed crawl queue
- Rate limiting, robots.txt and retry with backoff
- Validated output to CSV, JSON Lines or Postgres
What's in the box
4 parts · 30 files · 54m of walkthroughs
7 files with a 10m walkthrough video. This part is documented in the architecture guide, with notes on every decision and how to change it for your own project.
The full file tree and the walkthroughs are in your download, available straight after checkout.
9 files with a 18m walkthrough video. This part is documented in the architecture guide, with notes on every decision and how to change it for your own project.
The full file tree and the walkthroughs are in your download, available straight after checkout.
8 files with a 15m walkthrough video. This part is documented in the architecture guide, with notes on every decision and how to change it for your own project.
The full file tree and the walkthroughs are in your download, available straight after checkout.
6 files with a 11m walkthrough video. This part is documented in the architecture guide, with notes on every decision and how to change it for your own project.
The full file tree and the walkthroughs are in your download, available straight after checkout.
4 parts · 30 files
54m total length
You will need
Short list, and deliberately so. If you meet these you can start today.
- Intermediate Python
About this product
Scraper Express is a small framework for collecting public data reliably. Crawls are defined as Python classes, pages load in Playwright when they need JavaScript and plain HTTP when they do not, and a SQLite-backed queue lets a crawl stop and resume without repeating work.
It respects robots.txt and rate limits by default, retries with backoff, saves screenshots of pages that failed to parse, and writes validated records to CSV, JSON Lines or Postgres. A guide covers the legal and ethical basics of scraping public data in the EU.
Topics covered
Frequently asked questions
Still unsure about something? Write to our contact page and a human answers, usually the same working day.
Yes, for sites you are authorised to access. The guide covers storing session state securely.
Checkout is handled on our provider's secure payment page. The moment your payment clears we email your personal access link and access code to the address you used at checkout, and the same link appears in your account library. There is nothing to install and nothing to wait for.
Email within 14 days of your purchase, quote your order number, and we refund the full amount to your original payment method. No form to fill in and no questions about how much of the product you watched.
What builders say
Reviews are written by people who bought this product. We publish the critical ones too.
4.0
Rated 4.0 out of 5Product rating · 1 review
Rating distribution
- 5 stars 0%
- 4 stars 100%
- 3 stars 0%
- 2 stars 0%
- 1 star 0%
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NRJul 2026
Nadia Rahman
Data analyst
Rated 4.0 out of 5Resumable crawls work well
Stopping and resuming a large crawl without repeating work is great. I wanted a little more guidance on rotating sessions for sites that need a login.
Your maker
PN
Priya Nair
Python automation and cross-platform app engineer
- 2,369 builders aboard
- 6 products published
- 4.6 maker rating
- Python
- FastAPI
- Playwright
- Flutter
- Offline-first apps
Priya automates the dull parts of data and operations work for a living and builds field apps that have to work without a signal. She maintains the Python automation tools and the Flutter starter, with a strong preference for small, tested modules over clever frameworks. Everything she releases is tested on the oldest device and OS version it claims to support.
€36
EUR
One-time payment · lifetime access