Scraping Limitations / Road Blockers:

  • How many requests can their server take

    • How long does it take for the server to handle a request

    • Request/second

  • How many requests can you parallelise:

    • From a single process

    • From multiple process

  • How do you track what needs to be scraped

  • Authentication

    • Watch out for

      • Password change reminders

      • Account being locked out

  • If the page uses JavaScript


  • Maximize number of requests/sec

  • Less compute resources used


  • Database

  • Queue


  • Avoid nosql

  • Use a SQL database from the start, since you’ll most likely be exporting/querying it

    • Easier to change field names

    • Run SQL queries to fix

  • One table per “type” of page

    • One table for the pagination results

    • Another table for page results

  • Another table for consolidated results

    • This can be the source of truth

    • Hard part may be figuring out what should exist in the consolidated table, but doesn’t

Log to the console:

  • page/id scraped

  • time scraped

  • Time it took to scrape page

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