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Python in Action: 60 Mini Projects to Automate Everything (Part 2): Practical CLI Tools, File Automation, and Data Cleaning with CSV, Excel, and JSON

Python in Action: 60 Mini Projects to Automate Everything (Part 2): Practical CLI Tools, File Automation, and Data Cleaning with CSV, Excel, and JSON

          
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About the Book

Python in Action: 60 Mini Projects to Automate Everything - Part 2 is where Python goes online.
If Part 1 helped you build solid foundations-project structure, clean CLIs, logging, validation, and real-world data handling-Part 2 (Mini Projects 21-40) teaches you how to work with the outside world: websites that change, services that rate-limit you, flaky connections, inconsistent responses, and data you can't trust until you validate it.
This volume is built for doing, not skimming. Each mini project ends with a practical tool you can reuse: scrapers that export clean datasets, monitors that detect changes, downloaders that save files with sane names, and API clients that behave like professional software.
What you'll build in Part 2
Block 3 - Responsible Web Scraping & Web Automation (21-30)

  • Headline scraper (title/date/link) → CSV
  • Pagination scraper that consolidates results
  • Rate limiting with retries and backoff
  • HTML table extraction and normalization
  • Change monitor (diff + alerts)
  • Price/stock monitor (report mode)
  • PDF downloader with clean filenames
  • Page archiver (HTML + metadata + hash)
  • Feed builder (scraping → RSS/JSON)
  • A "polite" scraper: cache, user-agent, basic robots awareness, retries, and logs
Block 4 - APIs: Consume Services Like a Pro (31-40)
  • Simple GET/POST client with consistent error handling
  • Token authentication + simulated refresh
  • Universal pagination with generators
  • Rate limit handler that respects response headers
  • Local TTL caching to reduce calls
  • Offline mode: fall back to cache when the API fails
  • Response validation with Pydantic + readable errors
  • Batch requests with controlled concurrency
  • Sync remote data to a local store using upsert logic
  • A mini SDK package with docs, examples, and automated tests
Who this book is for
  • Python learners who want real projects, not toy examples
  • Developers who can write scripts but want tools that don't break
  • Anyone who wants a practical roadmap to web automation and API engineering
If you want Python to do more than run locally-if you want it to collect, verify, store, and deliver information reliably-Part 2 is your next step.


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Product Details
  • ISBN-13: 9798246278888
  • Publisher: Independently Published
  • Publisher Imprint: Independently Published
  • Height: 229 mm
  • No of Pages: 388
  • Spine Width: 20 mm
  • Weight: 516 gr
  • ISBN-10: 8246278886
  • Publisher Date: 30 Jan 2026
  • Binding: Paperback
  • Language: English
  • Returnable: N
  • Sub Title: 60 Mini Projects to Automate Everything (Part 2): Practical CLI Tools, File Automation, and Data Cleaning with CSV, Excel, and JSON
  • Width: 152 mm


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